nohup: ignoring input
Device: cuda  |  GPUs visible: 2 ['NVIDIA RTX A4000', 'NVIDIA RTX A4000']
Using DataParallel on 2 GPUs

Training: 100 epochs | 16937 samples | 264 steps/epoch | batch=64


Ep 001/100 [S1:deg_only]:   0%|                                                       | 0/264 [00:00<?, ?it/s]/home/aiserver/works/fingerprint/.venv/lib/python3.11/site-packages/torch/nn/parallel/parallel_apply.py:79: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead.
  with torch.cuda.device(device), torch.cuda.stream(stream), autocast(enabled=autocast_enabled):

Ep 001/100 [S1:deg_only]:   0%|         | 0/264 [00:02<?, ?it/s, loss=1.221, mat=0.418, sens=0.000, deg=0.302]
Ep 001/100 [S1:deg_only]:   0%| | 1/264 [00:02<12:22,  2.82s/it, loss=1.221, mat=0.418, sens=0.000, deg=0.302]
Ep 001/100 [S1:deg_only]:   0%| | 1/264 [00:04<12:22,  2.82s/it, loss=0.516, mat=0.417, sens=1.219, deg=0.260]
Ep 001/100 [S1:deg_only]:   1%| | 2/264 [00:04<08:58,  2.05s/it, loss=0.516, mat=0.417, sens=1.219, deg=0.260]
Ep 001/100 [S1:deg_only]:   1%| | 2/264 [00:05<08:58,  2.05s/it, loss=0.737, mat=0.424, sens=0.996, deg=0.291]
Ep 001/100 [S1:deg_only]:   1%| | 3/264 [00:05<07:50,  1.80s/it, loss=0.737, mat=0.424, sens=0.996, deg=0.291]
Ep 001/100 [S1:deg_only]:   1%| | 3/264 [00:07<07:50,  1.80s/it, loss=0.972, mat=0.411, sens=1.369, deg=0.218]
Ep 001/100 [S1:deg_only]:   2%| | 4/264 [00:07<07:18,  1.68s/it, loss=0.972, mat=0.411, sens=1.369, deg=0.218]
Ep 001/100 [S1:deg_only]:   2%| | 4/264 [00:08<07:18,  1.68s/it, loss=0.740, mat=0.416, sens=0.000, deg=0.280]
Ep 001/100 [S1:deg_only]:   2%| | 5/264 [00:08<07:00,  1.62s/it, loss=0.740, mat=0.416, sens=0.000, deg=0.280]
Ep 001/100 [S1:deg_only]:   2%| | 5/264 [00:10<07:00,  1.62s/it, loss=0.858, mat=0.417, sens=0.970, deg=0.292]
Ep 001/100 [S1:deg_only]:   2%| | 6/264 [00:10<06:48,  1.58s/it, loss=0.858, mat=0.417, sens=0.970, deg=0.292]
Ep 001/100 [S1:deg_only]:   2%| | 6/264 [00:11<06:48,  1.58s/it, loss=1.051, mat=0.417, sens=0.000, deg=0.255]
Ep 001/100 [S1:deg_only]:   3%| | 7/264 [00:11<06:40,  1.56s/it, loss=1.051, mat=0.417, sens=0.000, deg=0.255]
Ep 001/100 [S1:deg_only]:   3%| | 7/264 [00:13<06:40,  1.56s/it, loss=0.915, mat=0.400, sens=0.925, deg=0.236]
Ep 001/100 [S1:deg_only]:   3%| | 8/264 [00:13<06:35,  1.54s/it, loss=0.915, mat=0.400, sens=0.925, deg=0.236]
Ep 001/100 [S1:deg_only]:   3%| | 8/264 [00:14<06:35,  1.54s/it, loss=0.426, mat=0.412, sens=1.669, deg=0.199]
Ep 001/100 [S1:deg_only]:   3%| | 9/264 [00:14<06:30,  1.53s/it, loss=0.426, mat=0.412, sens=1.669, deg=0.199]
Ep 001/100 [S1:deg_only]:   3%| | 9/264 [00:16<06:30,  1.53s/it, loss=0.604, mat=0.413, sens=0.805, deg=0.210]
Ep 001/100 [S1:deg_only]:   4%| | 10/264 [00:16<06:26,  1.52s/it, loss=0.604, mat=0.413, sens=0.805, deg=0.210
Ep 001/100 [S1:deg_only]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=1.555, mat=0.422, sens=0.783, deg=0.275
Ep 001/100 [S1:deg_only]:   4%| | 11/264 [00:17<06:24,  1.52s/it, loss=1.555, mat=0.422, sens=0.783, deg=0.275
Ep 001/100 [S1:deg_only]:   4%| | 11/264 [00:19<06:24,  1.52s/it, loss=0.741, mat=0.417, sens=1.004, deg=0.204
Ep 001/100 [S1:deg_only]:   5%| | 12/264 [00:19<06:21,  1.51s/it, loss=0.741, mat=0.417, sens=1.004, deg=0.204
Ep 001/100 [S1:deg_only]:   5%| | 12/264 [00:21<06:21,  1.51s/it, loss=0.932, mat=0.414, sens=0.000, deg=0.239
Ep 001/100 [S1:deg_only]:   5%| | 13/264 [00:21<06:28,  1.55s/it, loss=0.932, mat=0.414, sens=0.000, deg=0.239
Ep 001/100 [S1:deg_only]:   5%| | 13/264 [00:22<06:28,  1.55s/it, loss=1.233, mat=0.401, sens=1.841, deg=0.268
Ep 001/100 [S1:deg_only]:   5%| | 14/264 [00:22<06:23,  1.53s/it, loss=1.233, mat=0.401, sens=1.841, deg=0.268
Ep 001/100 [S1:deg_only]:   5%| | 14/264 [00:24<06:23,  1.53s/it, loss=0.559, mat=0.419, sens=1.284, deg=0.218
Ep 001/100 [S1:deg_only]:   6%| | 15/264 [00:24<06:19,  1.53s/it, loss=0.559, mat=0.419, sens=1.284, deg=0.218
Ep 001/100 [S1:deg_only]:   6%| | 15/264 [00:25<06:19,  1.53s/it, loss=0.402, mat=0.406, sens=0.000, deg=0.179
Ep 001/100 [S1:deg_only]:   6%| | 16/264 [00:25<06:17,  1.52s/it, loss=0.402, mat=0.406, sens=0.000, deg=0.179
Ep 001/100 [S1:deg_only]:   6%| | 16/264 [00:27<06:17,  1.52s/it, loss=0.830, mat=0.414, sens=0.939, deg=0.222
Ep 001/100 [S1:deg_only]:   6%| | 17/264 [00:27<06:14,  1.52s/it, loss=0.830, mat=0.414, sens=0.939, deg=0.222
Ep 001/100 [S1:deg_only]:   6%| | 17/264 [00:28<06:14,  1.52s/it, loss=0.983, mat=0.396, sens=0.000, deg=0.201
Ep 001/100 [S1:deg_only]:   7%| | 18/264 [00:28<06:12,  1.51s/it, loss=0.983, mat=0.396, sens=0.000, deg=0.201
Ep 001/100 [S1:deg_only]:   7%| | 18/264 [00:30<06:12,  1.51s/it, loss=1.059, mat=0.412, sens=1.321, deg=0.191
Ep 001/100 [S1:deg_only]:   7%| | 19/264 [00:30<06:09,  1.51s/it, loss=1.059, mat=0.412, sens=1.321, deg=0.191
Ep 001/100 [S1:deg_only]:   7%| | 19/264 [00:31<06:09,  1.51s/it, loss=0.991, mat=0.417, sens=0.000, deg=0.174
Ep 001/100 [S1:deg_only]:   8%| | 20/264 [00:31<06:07,  1.51s/it, loss=0.991, mat=0.417, sens=0.000, deg=0.174
Ep 001/100 [S1:deg_only]:   8%| | 20/264 [00:33<06:07,  1.51s/it, loss=1.039, mat=0.417, sens=0.000, deg=0.201
Ep 001/100 [S1:deg_only]:   8%| | 21/264 [00:33<06:06,  1.51s/it, loss=1.039, mat=0.417, sens=0.000, deg=0.201
Ep 001/100 [S1:deg_only]:   8%| | 21/264 [00:34<06:06,  1.51s/it, loss=0.905, mat=0.411, sens=1.473, deg=0.173
Ep 001/100 [S1:deg_only]:   8%| | 22/264 [00:34<06:04,  1.51s/it, loss=0.905, mat=0.411, sens=1.473, deg=0.173
Ep 001/100 [S1:deg_only]:   8%| | 22/264 [00:36<06:04,  1.51s/it, loss=0.654, mat=0.410, sens=1.365, deg=0.179
Ep 001/100 [S1:deg_only]:   9%| | 23/264 [00:36<06:03,  1.51s/it, loss=0.654, mat=0.410, sens=1.365, deg=0.179
Ep 001/100 [S1:deg_only]:   9%| | 23/264 [00:37<06:03,  1.51s/it, loss=0.932, mat=0.422, sens=0.000, deg=0.186
Ep 001/100 [S1:deg_only]:   9%| | 24/264 [00:37<06:02,  1.51s/it, loss=0.932, mat=0.422, sens=0.000, deg=0.186
Ep 001/100 [S1:deg_only]:   9%| | 24/264 [00:39<06:02,  1.51s/it, loss=0.903, mat=0.400, sens=0.000, deg=0.206
Ep 001/100 [S1:deg_only]:   9%| | 25/264 [00:39<06:00,  1.51s/it, loss=0.903, mat=0.400, sens=0.000, deg=0.206
Ep 001/100 [S1:deg_only]:   9%| | 25/264 [00:40<06:00,  1.51s/it, loss=0.652, mat=0.389, sens=0.000, deg=0.181
Ep 001/100 [S1:deg_only]:  10%| | 26/264 [00:40<05:58,  1.51s/it, loss=0.652, mat=0.389, sens=0.000, deg=0.181
Ep 001/100 [S1:deg_only]:  10%| | 26/264 [00:42<05:58,  1.51s/it, loss=0.825, mat=0.411, sens=0.980, deg=0.182
Ep 001/100 [S1:deg_only]:  10%| | 27/264 [00:42<06:03,  1.53s/it, loss=0.825, mat=0.411, sens=0.980, deg=0.182
Ep 001/100 [S1:deg_only]:  10%| | 27/264 [00:43<06:03,  1.53s/it, loss=0.487, mat=0.414, sens=1.745, deg=0.146
Ep 001/100 [S1:deg_only]:  11%| | 28/264 [00:43<06:00,  1.53s/it, loss=0.487, mat=0.414, sens=1.745, deg=0.146
Ep 001/100 [S1:deg_only]:  11%| | 28/264 [00:45<06:00,  1.53s/it, loss=0.910, mat=0.404, sens=1.118, deg=0.158
Ep 001/100 [S1:deg_only]:  11%| | 29/264 [00:45<05:57,  1.52s/it, loss=0.910, mat=0.404, sens=1.118, deg=0.158
Ep 001/100 [S1:deg_only]:  11%| | 29/264 [00:46<05:57,  1.52s/it, loss=0.825, mat=0.420, sens=0.000, deg=0.125
Ep 001/100 [S1:deg_only]:  11%| | 30/264 [00:46<05:55,  1.52s/it, loss=0.825, mat=0.420, sens=0.000, deg=0.125
Ep 001/100 [S1:deg_only]:  11%| | 30/264 [00:48<05:55,  1.52s/it, loss=0.962, mat=0.404, sens=0.000, deg=0.149
Ep 001/100 [S1:deg_only]:  12%| | 31/264 [00:48<05:52,  1.51s/it, loss=0.962, mat=0.404, sens=0.000, deg=0.149
Ep 001/100 [S1:deg_only]:  12%| | 31/264 [00:49<05:52,  1.51s/it, loss=0.693, mat=0.409, sens=0.869, deg=0.138
Ep 001/100 [S1:deg_only]:  12%| | 32/264 [00:49<05:51,  1.51s/it, loss=0.693, mat=0.409, sens=0.869, deg=0.138
Ep 001/100 [S1:deg_only]:  12%| | 32/264 [00:51<05:51,  1.51s/it, loss=0.992, mat=0.412, sens=1.092, deg=0.141
Ep 001/100 [S1:deg_only]:  12%|▏| 33/264 [00:51<05:49,  1.51s/it, loss=0.992, mat=0.412, sens=1.092, deg=0.141
Ep 001/100 [S1:deg_only]:  12%|▏| 33/264 [00:52<05:49,  1.51s/it, loss=0.629, mat=0.412, sens=0.000, deg=0.154
Ep 001/100 [S1:deg_only]:  13%|▏| 34/264 [00:52<05:47,  1.51s/it, loss=0.629, mat=0.412, sens=0.000, deg=0.154
Ep 001/100 [S1:deg_only]:  13%|▏| 34/264 [00:54<05:47,  1.51s/it, loss=0.802, mat=0.426, sens=0.000, deg=0.163
Ep 001/100 [S1:deg_only]:  13%|▏| 35/264 [00:54<05:46,  1.51s/it, loss=0.802, mat=0.426, sens=0.000, deg=0.163
Ep 001/100 [S1:deg_only]:  13%|▏| 35/264 [00:55<05:46,  1.51s/it, loss=0.958, mat=0.403, sens=0.000, deg=0.151
Ep 001/100 [S1:deg_only]:  14%|▏| 36/264 [00:55<05:44,  1.51s/it, loss=0.958, mat=0.403, sens=0.000, deg=0.151
Ep 001/100 [S1:deg_only]:  14%|▏| 36/264 [00:57<05:44,  1.51s/it, loss=0.789, mat=0.420, sens=2.046, deg=0.162
Ep 001/100 [S1:deg_only]:  14%|▏| 37/264 [00:57<05:42,  1.51s/it, loss=0.789, mat=0.420, sens=2.046, deg=0.162
Ep 001/100 [S1:deg_only]:  14%|▏| 37/264 [00:58<05:42,  1.51s/it, loss=0.876, mat=0.406, sens=0.000, deg=0.155
Ep 001/100 [S1:deg_only]:  14%|▏| 38/264 [00:58<05:41,  1.51s/it, loss=0.876, mat=0.406, sens=0.000, deg=0.155
Ep 001/100 [S1:deg_only]:  14%|▏| 38/264 [01:00<05:41,  1.51s/it, loss=0.745, mat=0.414, sens=1.207, deg=0.151
Ep 001/100 [S1:deg_only]:  15%|▏| 39/264 [01:00<05:44,  1.53s/it, loss=0.745, mat=0.414, sens=1.207, deg=0.151
Ep 001/100 [S1:deg_only]:  15%|▏| 39/264 [01:01<05:44,  1.53s/it, loss=0.815, mat=0.421, sens=1.149, deg=0.122
Ep 001/100 [S1:deg_only]:  15%|▏| 40/264 [01:01<05:41,  1.53s/it, loss=0.815, mat=0.421, sens=1.149, deg=0.122
Ep 001/100 [S1:deg_only]:  15%|▏| 40/264 [01:03<05:41,  1.53s/it, loss=0.459, mat=0.413, sens=1.027, deg=0.139
Ep 001/100 [S1:deg_only]:  16%|▏| 41/264 [01:03<05:39,  1.52s/it, loss=0.459, mat=0.413, sens=1.027, deg=0.139
Ep 001/100 [S1:deg_only]:  16%|▏| 41/264 [01:04<05:39,  1.52s/it, loss=1.070, mat=0.397, sens=1.816, deg=0.126
Ep 001/100 [S1:deg_only]:  16%|▏| 42/264 [01:04<05:37,  1.52s/it, loss=1.070, mat=0.397, sens=1.816, deg=0.126
Ep 001/100 [S1:deg_only]:  16%|▏| 42/264 [01:06<05:37,  1.52s/it, loss=0.715, mat=0.404, sens=1.170, deg=0.144
Ep 001/100 [S1:deg_only]:  16%|▏| 43/264 [01:06<05:35,  1.52s/it, loss=0.715, mat=0.404, sens=1.170, deg=0.144
Ep 001/100 [S1:deg_only]:  16%|▏| 43/264 [01:07<05:35,  1.52s/it, loss=0.598, mat=0.400, sens=0.979, deg=0.164
Ep 001/100 [S1:deg_only]:  17%|▏| 44/264 [01:07<05:33,  1.51s/it, loss=0.598, mat=0.400, sens=0.979, deg=0.164
Ep 001/100 [S1:deg_only]:  17%|▏| 44/264 [01:09<05:33,  1.51s/it, loss=0.840, mat=0.405, sens=0.000, deg=0.171
Ep 001/100 [S1:deg_only]:  17%|▏| 45/264 [01:09<05:31,  1.52s/it, loss=0.840, mat=0.405, sens=0.000, deg=0.171
Ep 001/100 [S1:deg_only]:  17%|▏| 45/264 [01:10<05:31,  1.52s/it, loss=0.347, mat=0.410, sens=0.000, deg=0.130
Ep 001/100 [S1:deg_only]:  17%|▏| 46/264 [01:10<05:29,  1.51s/it, loss=0.347, mat=0.410, sens=0.000, deg=0.130
Ep 001/100 [S1:deg_only]:  17%|▏| 46/264 [01:12<05:29,  1.51s/it, loss=0.501, mat=0.406, sens=0.000, deg=0.145
Ep 001/100 [S1:deg_only]:  18%|▏| 47/264 [01:12<05:28,  1.51s/it, loss=0.501, mat=0.406, sens=0.000, deg=0.145
Ep 001/100 [S1:deg_only]:  18%|▏| 47/264 [01:14<05:28,  1.51s/it, loss=0.760, mat=0.406, sens=0.863, deg=0.147
Ep 001/100 [S1:deg_only]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=0.760, mat=0.406, sens=0.863, deg=0.147
Ep 001/100 [S1:deg_only]:  18%|▏| 48/264 [01:15<05:26,  1.51s/it, loss=0.445, mat=0.424, sens=1.267, deg=0.155
Ep 001/100 [S1:deg_only]:  19%|▏| 49/264 [01:15<05:25,  1.51s/it, loss=0.445, mat=0.424, sens=1.267, deg=0.155
Ep 001/100 [S1:deg_only]:  19%|▏| 49/264 [01:17<05:25,  1.51s/it, loss=0.739, mat=0.413, sens=0.000, deg=0.132
Ep 001/100 [S1:deg_only]:  19%|▏| 50/264 [01:17<05:24,  1.51s/it, loss=0.739, mat=0.413, sens=0.000, deg=0.132
Ep 001/100 [S1:deg_only]:  19%|▏| 50/264 [01:18<05:24,  1.51s/it, loss=0.556, mat=0.410, sens=0.885, deg=0.163
Ep 001/100 [S1:deg_only]:  19%|▏| 51/264 [01:18<05:22,  1.51s/it, loss=0.556, mat=0.410, sens=0.885, deg=0.163
Ep 001/100 [S1:deg_only]:  19%|▏| 51/264 [01:20<05:22,  1.51s/it, loss=0.545, mat=0.403, sens=0.000, deg=0.156
Ep 001/100 [S1:deg_only]:  20%|▏| 52/264 [01:20<05:21,  1.51s/it, loss=0.545, mat=0.403, sens=0.000, deg=0.156
Ep 001/100 [S1:deg_only]:  20%|▏| 52/264 [01:21<05:21,  1.51s/it, loss=1.155, mat=0.418, sens=0.842, deg=0.153
Ep 001/100 [S1:deg_only]:  20%|▏| 53/264 [01:21<05:19,  1.52s/it, loss=1.155, mat=0.418, sens=0.842, deg=0.153
Ep 001/100 [S1:deg_only]:  20%|▏| 53/264 [01:23<05:19,  1.52s/it, loss=1.123, mat=0.422, sens=0.000, deg=0.154
Ep 001/100 [S1:deg_only]:  20%|▏| 54/264 [01:23<05:17,  1.51s/it, loss=1.123, mat=0.422, sens=0.000, deg=0.154
Ep 001/100 [S1:deg_only]:  20%|▏| 54/264 [01:24<05:17,  1.51s/it, loss=0.671, mat=0.407, sens=0.000, deg=0.146
Ep 001/100 [S1:deg_only]:  21%|▏| 55/264 [01:24<05:16,  1.51s/it, loss=0.671, mat=0.407, sens=0.000, deg=0.146
Ep 001/100 [S1:deg_only]:  21%|▏| 55/264 [01:26<05:16,  1.51s/it, loss=0.720, mat=0.397, sens=0.793, deg=0.126
Ep 001/100 [S1:deg_only]:  21%|▏| 56/264 [01:26<05:19,  1.54s/it, loss=0.720, mat=0.397, sens=0.793, deg=0.126
Ep 001/100 [S1:deg_only]:  21%|▏| 56/264 [01:27<05:19,  1.54s/it, loss=0.971, mat=0.411, sens=0.000, deg=0.141
Ep 001/100 [S1:deg_only]:  22%|▏| 57/264 [01:27<05:16,  1.53s/it, loss=0.971, mat=0.411, sens=0.000, deg=0.141
Ep 001/100 [S1:deg_only]:  22%|▏| 57/264 [01:29<05:16,  1.53s/it, loss=0.574, mat=0.402, sens=0.000, deg=0.131
Ep 001/100 [S1:deg_only]:  22%|▏| 58/264 [01:29<05:13,  1.52s/it, loss=0.574, mat=0.402, sens=0.000, deg=0.131
Ep 001/100 [S1:deg_only]:  22%|▏| 58/264 [01:30<05:13,  1.52s/it, loss=0.439, mat=0.406, sens=0.000, deg=0.110
Ep 001/100 [S1:deg_only]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.439, mat=0.406, sens=0.000, deg=0.110
Ep 001/100 [S1:deg_only]:  22%|▏| 59/264 [01:32<05:11,  1.52s/it, loss=0.576, mat=0.404, sens=1.236, deg=0.117
Ep 001/100 [S1:deg_only]:  23%|▏| 60/264 [01:32<05:09,  1.52s/it, loss=0.576, mat=0.404, sens=1.236, deg=0.117
Ep 001/100 [S1:deg_only]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.772, mat=0.413, sens=1.380, deg=0.094
Ep 001/100 [S1:deg_only]:  23%|▏| 61/264 [01:33<05:08,  1.52s/it, loss=0.772, mat=0.413, sens=1.380, deg=0.094
Ep 001/100 [S1:deg_only]:  23%|▏| 61/264 [01:35<05:08,  1.52s/it, loss=0.910, mat=0.406, sens=0.000, deg=0.118
Ep 001/100 [S1:deg_only]:  23%|▏| 62/264 [01:35<05:06,  1.52s/it, loss=0.910, mat=0.406, sens=0.000, deg=0.118
Ep 001/100 [S1:deg_only]:  23%|▏| 62/264 [01:36<05:06,  1.52s/it, loss=0.584, mat=0.409, sens=0.000, deg=0.110
Ep 001/100 [S1:deg_only]:  24%|▏| 63/264 [01:36<05:04,  1.51s/it, loss=0.584, mat=0.409, sens=0.000, deg=0.110
Ep 001/100 [S1:deg_only]:  24%|▏| 63/264 [01:38<05:04,  1.51s/it, loss=0.983, mat=0.402, sens=0.000, deg=0.094
Ep 001/100 [S1:deg_only]:  24%|▏| 64/264 [01:38<05:02,  1.51s/it, loss=0.983, mat=0.402, sens=0.000, deg=0.094
Ep 001/100 [S1:deg_only]:  24%|▏| 64/264 [01:39<05:02,  1.51s/it, loss=0.573, mat=0.401, sens=1.587, deg=0.153
Ep 001/100 [S1:deg_only]:  25%|▏| 65/264 [01:39<05:01,  1.51s/it, loss=0.573, mat=0.401, sens=1.587, deg=0.153
Ep 001/100 [S1:deg_only]:  25%|▏| 65/264 [01:41<05:01,  1.51s/it, loss=0.992, mat=0.396, sens=1.415, deg=0.115
Ep 001/100 [S1:deg_only]:  25%|▎| 66/264 [01:41<04:59,  1.51s/it, loss=0.992, mat=0.396, sens=1.415, deg=0.115
Ep 001/100 [S1:deg_only]:  25%|▎| 66/264 [01:42<04:59,  1.51s/it, loss=0.795, mat=0.416, sens=1.347, deg=0.133
Ep 001/100 [S1:deg_only]:  25%|▎| 67/264 [01:42<04:57,  1.51s/it, loss=0.795, mat=0.416, sens=1.347, deg=0.133
Ep 001/100 [S1:deg_only]:  25%|▎| 67/264 [01:44<04:57,  1.51s/it, loss=0.432, mat=0.401, sens=1.213, deg=0.084
Ep 001/100 [S1:deg_only]:  26%|▎| 68/264 [01:44<04:56,  1.51s/it, loss=0.432, mat=0.401, sens=1.213, deg=0.084
Ep 001/100 [S1:deg_only]:  26%|▎| 68/264 [01:45<04:56,  1.51s/it, loss=0.730, mat=0.401, sens=0.000, deg=0.088
Ep 001/100 [S1:deg_only]:  26%|▎| 69/264 [01:45<04:54,  1.51s/it, loss=0.730, mat=0.401, sens=0.000, deg=0.088
Ep 001/100 [S1:deg_only]:  26%|▎| 69/264 [01:47<04:54,  1.51s/it, loss=1.402, mat=0.420, sens=0.859, deg=0.098
Ep 001/100 [S1:deg_only]:  27%|▎| 70/264 [01:47<04:53,  1.51s/it, loss=1.402, mat=0.420, sens=0.859, deg=0.098
Ep 001/100 [S1:deg_only]:  27%|▎| 70/264 [01:48<04:53,  1.51s/it, loss=0.303, mat=0.397, sens=1.277, deg=0.128
Ep 001/100 [S1:deg_only]:  27%|▎| 71/264 [01:48<04:55,  1.53s/it, loss=0.303, mat=0.397, sens=1.277, deg=0.128
Ep 001/100 [S1:deg_only]:  27%|▎| 71/264 [01:50<04:55,  1.53s/it, loss=0.752, mat=0.417, sens=1.153, deg=0.088
Ep 001/100 [S1:deg_only]:  27%|▎| 72/264 [01:50<04:52,  1.52s/it, loss=0.752, mat=0.417, sens=1.153, deg=0.088
Ep 001/100 [S1:deg_only]:  27%|▎| 72/264 [01:51<04:52,  1.52s/it, loss=0.745, mat=0.405, sens=0.000, deg=0.102
Ep 001/100 [S1:deg_only]:  28%|▎| 73/264 [01:51<04:50,  1.52s/it, loss=0.745, mat=0.405, sens=0.000, deg=0.102
Ep 001/100 [S1:deg_only]:  28%|▎| 73/264 [01:53<04:50,  1.52s/it, loss=0.599, mat=0.410, sens=1.165, deg=0.087
Ep 001/100 [S1:deg_only]:  28%|▎| 74/264 [01:53<04:48,  1.52s/it, loss=0.599, mat=0.410, sens=1.165, deg=0.087
Ep 001/100 [S1:deg_only]:  28%|▎| 74/264 [01:54<04:48,  1.52s/it, loss=0.961, mat=0.402, sens=0.000, deg=0.085
Ep 001/100 [S1:deg_only]:  28%|▎| 75/264 [01:54<04:46,  1.51s/it, loss=0.961, mat=0.402, sens=0.000, deg=0.085
Ep 001/100 [S1:deg_only]:  28%|▎| 75/264 [01:56<04:46,  1.51s/it, loss=0.545, mat=0.408, sens=1.078, deg=0.084
Ep 001/100 [S1:deg_only]:  29%|▎| 76/264 [01:56<04:44,  1.51s/it, loss=0.545, mat=0.408, sens=1.078, deg=0.084
Ep 001/100 [S1:deg_only]:  29%|▎| 76/264 [01:58<04:44,  1.51s/it, loss=0.444, mat=0.417, sens=0.834, deg=0.094
Ep 001/100 [S1:deg_only]:  29%|▎| 77/264 [01:58<04:42,  1.51s/it, loss=0.444, mat=0.417, sens=0.834, deg=0.094
Ep 001/100 [S1:deg_only]:  29%|▎| 77/264 [01:59<04:42,  1.51s/it, loss=0.494, mat=0.400, sens=1.024, deg=0.072
Ep 001/100 [S1:deg_only]:  30%|▎| 78/264 [01:59<04:41,  1.51s/it, loss=0.494, mat=0.400, sens=1.024, deg=0.072
Ep 001/100 [S1:deg_only]:  30%|▎| 78/264 [02:01<04:41,  1.51s/it, loss=0.778, mat=0.410, sens=0.787, deg=0.079
Ep 001/100 [S1:deg_only]:  30%|▎| 79/264 [02:01<04:39,  1.51s/it, loss=0.778, mat=0.410, sens=0.787, deg=0.079
Ep 001/100 [S1:deg_only]:  30%|▎| 79/264 [02:02<04:39,  1.51s/it, loss=0.899, mat=0.405, sens=0.922, deg=0.088
Ep 001/100 [S1:deg_only]:  30%|▎| 80/264 [02:02<04:38,  1.51s/it, loss=0.899, mat=0.405, sens=0.922, deg=0.088
Ep 001/100 [S1:deg_only]:  30%|▎| 80/264 [02:04<04:38,  1.51s/it, loss=1.172, mat=0.408, sens=0.000, deg=0.091
Ep 001/100 [S1:deg_only]:  31%|▎| 81/264 [02:04<04:36,  1.51s/it, loss=1.172, mat=0.408, sens=0.000, deg=0.091
Ep 001/100 [S1:deg_only]:  31%|▎| 81/264 [02:05<04:36,  1.51s/it, loss=0.455, mat=0.423, sens=0.000, deg=0.068
Ep 001/100 [S1:deg_only]:  31%|▎| 82/264 [02:05<04:35,  1.51s/it, loss=0.455, mat=0.423, sens=0.000, deg=0.068
Ep 001/100 [S1:deg_only]:  31%|▎| 82/264 [02:07<04:35,  1.51s/it, loss=0.812, mat=0.405, sens=0.957, deg=0.097
Ep 001/100 [S1:deg_only]:  31%|▎| 83/264 [02:07<04:38,  1.54s/it, loss=0.812, mat=0.405, sens=0.957, deg=0.097
Ep 001/100 [S1:deg_only]:  31%|▎| 83/264 [02:08<04:38,  1.54s/it, loss=0.476, mat=0.404, sens=1.096, deg=0.095
Ep 001/100 [S1:deg_only]:  32%|▎| 84/264 [02:08<04:35,  1.53s/it, loss=0.476, mat=0.404, sens=1.096, deg=0.095
Ep 001/100 [S1:deg_only]:  32%|▎| 84/264 [02:10<04:35,  1.53s/it, loss=0.963, mat=0.403, sens=1.035, deg=0.071
Ep 001/100 [S1:deg_only]:  32%|▎| 85/264 [02:10<04:32,  1.52s/it, loss=0.963, mat=0.403, sens=1.035, deg=0.071
Ep 001/100 [S1:deg_only]:  32%|▎| 85/264 [02:11<04:32,  1.52s/it, loss=0.398, mat=0.406, sens=0.000, deg=0.075
Ep 001/100 [S1:deg_only]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.398, mat=0.406, sens=0.000, deg=0.075
Ep 001/100 [S1:deg_only]:  33%|▎| 86/264 [02:13<04:30,  1.52s/it, loss=0.688, mat=0.403, sens=1.019, deg=0.093
Ep 001/100 [S1:deg_only]:  33%|▎| 87/264 [02:13<04:28,  1.52s/it, loss=0.688, mat=0.403, sens=1.019, deg=0.093
Ep 001/100 [S1:deg_only]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=1.029, mat=0.404, sens=0.777, deg=0.043
Ep 001/100 [S1:deg_only]:  33%|▎| 88/264 [02:14<04:26,  1.51s/it, loss=1.029, mat=0.404, sens=0.777, deg=0.043
Ep 001/100 [S1:deg_only]:  33%|▎| 88/264 [02:16<04:26,  1.51s/it, loss=1.135, mat=0.408, sens=1.068, deg=0.100
Ep 001/100 [S1:deg_only]:  34%|▎| 89/264 [02:16<04:24,  1.51s/it, loss=1.135, mat=0.408, sens=1.068, deg=0.100
Ep 001/100 [S1:deg_only]:  34%|▎| 89/264 [02:17<04:24,  1.51s/it, loss=0.843, mat=0.417, sens=0.000, deg=0.077
Ep 001/100 [S1:deg_only]:  34%|▎| 90/264 [02:17<04:23,  1.51s/it, loss=0.843, mat=0.417, sens=0.000, deg=0.077
Ep 001/100 [S1:deg_only]:  34%|▎| 90/264 [02:19<04:23,  1.51s/it, loss=0.382, mat=0.423, sens=1.429, deg=0.053
Ep 001/100 [S1:deg_only]:  34%|▎| 91/264 [02:19<04:21,  1.51s/it, loss=0.382, mat=0.423, sens=1.429, deg=0.053
Ep 001/100 [S1:deg_only]:  34%|▎| 91/264 [02:20<04:21,  1.51s/it, loss=0.518, mat=0.417, sens=1.650, deg=0.069
Ep 001/100 [S1:deg_only]:  35%|▎| 92/264 [02:20<04:20,  1.51s/it, loss=0.518, mat=0.417, sens=1.650, deg=0.069
Ep 001/100 [S1:deg_only]:  35%|▎| 92/264 [02:22<04:20,  1.51s/it, loss=0.953, mat=0.412, sens=0.000, deg=0.059
Ep 001/100 [S1:deg_only]:  35%|▎| 93/264 [02:22<04:18,  1.51s/it, loss=0.953, mat=0.412, sens=0.000, deg=0.059
Ep 001/100 [S1:deg_only]:  35%|▎| 93/264 [02:23<04:18,  1.51s/it, loss=0.577, mat=0.401, sens=0.000, deg=0.074
Ep 001/100 [S1:deg_only]:  36%|▎| 94/264 [02:23<04:16,  1.51s/it, loss=0.577, mat=0.401, sens=0.000, deg=0.074
Ep 001/100 [S1:deg_only]:  36%|▎| 94/264 [02:25<04:16,  1.51s/it, loss=0.260, mat=0.421, sens=1.106, deg=0.090
Ep 001/100 [S1:deg_only]:  36%|▎| 95/264 [02:25<04:15,  1.51s/it, loss=0.260, mat=0.421, sens=1.106, deg=0.090
Ep 001/100 [S1:deg_only]:  36%|▎| 95/264 [02:26<04:15,  1.51s/it, loss=0.597, mat=0.409, sens=1.257, deg=0.060
Ep 001/100 [S1:deg_only]:  36%|▎| 96/264 [02:26<04:14,  1.52s/it, loss=0.597, mat=0.409, sens=1.257, deg=0.060
Ep 001/100 [S1:deg_only]:  36%|▎| 96/264 [02:28<04:14,  1.52s/it, loss=0.659, mat=0.408, sens=0.000, deg=0.067
Ep 001/100 [S1:deg_only]:  37%|▎| 97/264 [02:28<04:12,  1.51s/it, loss=0.659, mat=0.408, sens=0.000, deg=0.067
Ep 001/100 [S1:deg_only]:  37%|▎| 97/264 [02:29<04:12,  1.51s/it, loss=0.361, mat=0.409, sens=1.000, deg=0.067
Ep 001/100 [S1:deg_only]:  37%|▎| 98/264 [02:29<04:11,  1.51s/it, loss=0.361, mat=0.409, sens=1.000, deg=0.067
Ep 001/100 [S1:deg_only]:  37%|▎| 98/264 [02:31<04:11,  1.51s/it, loss=0.655, mat=0.405, sens=0.000, deg=0.053
Ep 001/100 [S1:deg_only]:  38%|▍| 99/264 [02:31<04:09,  1.51s/it, loss=0.655, mat=0.405, sens=0.000, deg=0.053
Ep 001/100 [S1:deg_only]:  38%|▍| 99/264 [02:32<04:09,  1.51s/it, loss=0.514, mat=0.407, sens=1.018, deg=0.084
Ep 001/100 [S1:deg_only]:  38%|▍| 100/264 [02:32<04:08,  1.51s/it, loss=0.514, mat=0.407, sens=1.018, deg=0.08
Ep 001/100 [S1:deg_only]:  38%|▍| 100/264 [02:34<04:08,  1.51s/it, loss=0.762, mat=0.423, sens=1.063, deg=0.08
Ep 001/100 [S1:deg_only]:  38%|▍| 101/264 [02:34<04:06,  1.51s/it, loss=0.762, mat=0.423, sens=1.063, deg=0.08
Ep 001/100 [S1:deg_only]:  38%|▍| 101/264 [02:35<04:06,  1.51s/it, loss=0.550, mat=0.421, sens=0.919, deg=0.04
Ep 001/100 [S1:deg_only]:  39%|▍| 102/264 [02:35<04:08,  1.53s/it, loss=0.550, mat=0.421, sens=0.919, deg=0.04
Ep 001/100 [S1:deg_only]:  39%|▍| 102/264 [02:37<04:08,  1.53s/it, loss=0.629, mat=0.409, sens=1.277, deg=0.11
Ep 001/100 [S1:deg_only]:  39%|▍| 103/264 [02:37<04:06,  1.53s/it, loss=0.629, mat=0.409, sens=1.277, deg=0.11
Ep 001/100 [S1:deg_only]:  39%|▍| 103/264 [02:38<04:06,  1.53s/it, loss=1.328, mat=0.413, sens=0.914, deg=0.04
Ep 001/100 [S1:deg_only]:  39%|▍| 104/264 [02:38<04:03,  1.52s/it, loss=1.328, mat=0.413, sens=0.914, deg=0.04
Ep 001/100 [S1:deg_only]:  39%|▍| 104/264 [02:40<04:03,  1.52s/it, loss=0.833, mat=0.410, sens=0.869, deg=0.05
Ep 001/100 [S1:deg_only]:  40%|▍| 105/264 [02:40<04:01,  1.52s/it, loss=0.833, mat=0.410, sens=0.869, deg=0.05
Ep 001/100 [S1:deg_only]:  40%|▍| 105/264 [02:41<04:01,  1.52s/it, loss=0.983, mat=0.402, sens=0.000, deg=0.07
Ep 001/100 [S1:deg_only]:  40%|▍| 106/264 [02:41<03:59,  1.52s/it, loss=0.983, mat=0.402, sens=0.000, deg=0.07
Ep 001/100 [S1:deg_only]:  40%|▍| 106/264 [02:43<03:59,  1.52s/it, loss=0.434, mat=0.418, sens=0.922, deg=0.04
Ep 001/100 [S1:deg_only]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.434, mat=0.418, sens=0.922, deg=0.04
Ep 001/100 [S1:deg_only]:  41%|▍| 107/264 [02:45<03:58,  1.52s/it, loss=0.383, mat=0.414, sens=0.000, deg=0.06
Ep 001/100 [S1:deg_only]:  41%|▍| 108/264 [02:45<03:56,  1.51s/it, loss=0.383, mat=0.414, sens=0.000, deg=0.06
Ep 001/100 [S1:deg_only]:  41%|▍| 108/264 [02:46<03:56,  1.51s/it, loss=0.707, mat=0.420, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  41%|▍| 109/264 [02:46<03:54,  1.51s/it, loss=0.707, mat=0.420, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  41%|▍| 109/264 [02:48<03:54,  1.51s/it, loss=0.898, mat=0.399, sens=0.000, deg=0.07
Ep 001/100 [S1:deg_only]:  42%|▍| 110/264 [02:48<03:53,  1.51s/it, loss=0.898, mat=0.399, sens=0.000, deg=0.07
Ep 001/100 [S1:deg_only]:  42%|▍| 110/264 [02:49<03:53,  1.51s/it, loss=0.480, mat=0.416, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  42%|▍| 111/264 [02:49<03:51,  1.51s/it, loss=0.480, mat=0.416, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  42%|▍| 111/264 [02:51<03:51,  1.51s/it, loss=0.580, mat=0.412, sens=1.086, deg=0.05
Ep 001/100 [S1:deg_only]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.580, mat=0.412, sens=1.086, deg=0.05
Ep 001/100 [S1:deg_only]:  42%|▍| 112/264 [02:52<03:49,  1.51s/it, loss=0.986, mat=0.407, sens=1.035, deg=0.06
Ep 001/100 [S1:deg_only]:  43%|▍| 113/264 [02:52<03:48,  1.51s/it, loss=0.986, mat=0.407, sens=1.035, deg=0.06
Ep 001/100 [S1:deg_only]:  43%|▍| 113/264 [02:54<03:48,  1.51s/it, loss=0.552, mat=0.417, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.552, mat=0.417, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  43%|▍| 114/264 [02:55<03:46,  1.51s/it, loss=0.371, mat=0.416, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.371, mat=0.416, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  44%|▍| 115/264 [02:57<03:45,  1.51s/it, loss=0.292, mat=0.389, sens=0.000, deg=0.06
Ep 001/100 [S1:deg_only]:  44%|▍| 116/264 [02:57<03:47,  1.53s/it, loss=0.292, mat=0.389, sens=0.000, deg=0.06
Ep 001/100 [S1:deg_only]:  44%|▍| 116/264 [02:58<03:47,  1.53s/it, loss=0.728, mat=0.415, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  44%|▍| 117/264 [02:58<03:44,  1.53s/it, loss=0.728, mat=0.415, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  44%|▍| 117/264 [03:00<03:44,  1.53s/it, loss=0.577, mat=0.419, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  45%|▍| 118/264 [03:00<03:42,  1.52s/it, loss=0.577, mat=0.419, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  45%|▍| 118/264 [03:01<03:42,  1.52s/it, loss=0.466, mat=0.424, sens=1.242, deg=0.05
Ep 001/100 [S1:deg_only]:  45%|▍| 119/264 [03:01<03:40,  1.52s/it, loss=0.466, mat=0.424, sens=1.242, deg=0.05
Ep 001/100 [S1:deg_only]:  45%|▍| 119/264 [03:03<03:40,  1.52s/it, loss=0.234, mat=0.406, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  45%|▍| 120/264 [03:03<03:38,  1.52s/it, loss=0.234, mat=0.406, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  45%|▍| 120/264 [03:04<03:38,  1.52s/it, loss=0.629, mat=0.409, sens=1.390, deg=0.06
Ep 001/100 [S1:deg_only]:  46%|▍| 121/264 [03:04<03:36,  1.52s/it, loss=0.629, mat=0.409, sens=1.390, deg=0.06
Ep 001/100 [S1:deg_only]:  46%|▍| 121/264 [03:06<03:36,  1.52s/it, loss=1.023, mat=0.422, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  46%|▍| 122/264 [03:06<03:34,  1.51s/it, loss=1.023, mat=0.422, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  46%|▍| 122/264 [03:07<03:34,  1.51s/it, loss=0.845, mat=0.400, sens=0.791, deg=0.08
Ep 001/100 [S1:deg_only]:  47%|▍| 123/264 [03:07<03:33,  1.51s/it, loss=0.845, mat=0.400, sens=0.791, deg=0.08
Ep 001/100 [S1:deg_only]:  47%|▍| 123/264 [03:09<03:33,  1.51s/it, loss=0.807, mat=0.404, sens=1.084, deg=0.07
Ep 001/100 [S1:deg_only]:  47%|▍| 124/264 [03:09<03:31,  1.51s/it, loss=0.807, mat=0.404, sens=1.084, deg=0.07
Ep 001/100 [S1:deg_only]:  47%|▍| 124/264 [03:10<03:31,  1.51s/it, loss=0.556, mat=0.412, sens=0.789, deg=0.03
Ep 001/100 [S1:deg_only]:  47%|▍| 125/264 [03:10<03:29,  1.51s/it, loss=0.556, mat=0.412, sens=0.789, deg=0.03
Ep 001/100 [S1:deg_only]:  47%|▍| 125/264 [03:12<03:29,  1.51s/it, loss=0.686, mat=0.415, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  48%|▍| 126/264 [03:12<03:28,  1.51s/it, loss=0.686, mat=0.415, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  48%|▍| 126/264 [03:13<03:28,  1.51s/it, loss=0.872, mat=0.406, sens=0.935, deg=0.03
Ep 001/100 [S1:deg_only]:  48%|▍| 127/264 [03:13<03:26,  1.51s/it, loss=0.872, mat=0.406, sens=0.935, deg=0.03
Ep 001/100 [S1:deg_only]:  48%|▍| 127/264 [03:15<03:26,  1.51s/it, loss=0.299, mat=0.428, sens=1.268, deg=0.06
Ep 001/100 [S1:deg_only]:  48%|▍| 128/264 [03:15<03:27,  1.53s/it, loss=0.299, mat=0.428, sens=1.268, deg=0.06
Ep 001/100 [S1:deg_only]:  48%|▍| 128/264 [03:16<03:27,  1.53s/it, loss=0.292, mat=0.404, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  49%|▍| 129/264 [03:16<03:25,  1.52s/it, loss=0.292, mat=0.404, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  49%|▍| 129/264 [03:18<03:25,  1.52s/it, loss=0.440, mat=0.414, sens=1.047, deg=0.04
Ep 001/100 [S1:deg_only]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.440, mat=0.414, sens=1.047, deg=0.04
Ep 001/100 [S1:deg_only]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.502, mat=0.404, sens=1.669, deg=0.08
Ep 001/100 [S1:deg_only]:  50%|▍| 131/264 [03:19<03:22,  1.52s/it, loss=0.502, mat=0.404, sens=1.669, deg=0.08
Ep 001/100 [S1:deg_only]:  50%|▍| 131/264 [03:21<03:22,  1.52s/it, loss=0.274, mat=0.415, sens=0.947, deg=0.06
Ep 001/100 [S1:deg_only]:  50%|▌| 132/264 [03:21<03:20,  1.52s/it, loss=0.274, mat=0.415, sens=0.947, deg=0.06
Ep 001/100 [S1:deg_only]:  50%|▌| 132/264 [03:22<03:20,  1.52s/it, loss=0.591, mat=0.400, sens=1.327, deg=0.04
Ep 001/100 [S1:deg_only]:  50%|▌| 133/264 [03:22<03:18,  1.51s/it, loss=0.591, mat=0.400, sens=1.327, deg=0.04
Ep 001/100 [S1:deg_only]:  50%|▌| 133/264 [03:24<03:18,  1.51s/it, loss=0.723, mat=0.419, sens=0.996, deg=0.04
Ep 001/100 [S1:deg_only]:  51%|▌| 134/264 [03:24<03:16,  1.51s/it, loss=0.723, mat=0.419, sens=0.996, deg=0.04
Ep 001/100 [S1:deg_only]:  51%|▌| 134/264 [03:25<03:16,  1.51s/it, loss=0.851, mat=0.380, sens=1.129, deg=0.05
Ep 001/100 [S1:deg_only]:  51%|▌| 135/264 [03:25<03:14,  1.51s/it, loss=0.851, mat=0.380, sens=1.129, deg=0.05
Ep 001/100 [S1:deg_only]:  51%|▌| 135/264 [03:27<03:14,  1.51s/it, loss=0.898, mat=0.402, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.898, mat=0.402, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  52%|▌| 136/264 [03:28<03:13,  1.51s/it, loss=0.654, mat=0.394, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  52%|▌| 137/264 [03:28<03:11,  1.51s/it, loss=0.654, mat=0.394, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  52%|▌| 137/264 [03:30<03:11,  1.51s/it, loss=0.421, mat=0.401, sens=1.351, deg=0.04
Ep 001/100 [S1:deg_only]:  52%|▌| 138/264 [03:30<03:10,  1.51s/it, loss=0.421, mat=0.401, sens=1.351, deg=0.04
Ep 001/100 [S1:deg_only]:  52%|▌| 138/264 [03:32<03:10,  1.51s/it, loss=0.371, mat=0.426, sens=1.009, deg=0.04
Ep 001/100 [S1:deg_only]:  53%|▌| 139/264 [03:32<03:08,  1.51s/it, loss=0.371, mat=0.426, sens=1.009, deg=0.04
Ep 001/100 [S1:deg_only]:  53%|▌| 139/264 [03:33<03:08,  1.51s/it, loss=0.675, mat=0.393, sens=1.075, deg=0.05
Ep 001/100 [S1:deg_only]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.675, mat=0.393, sens=1.075, deg=0.05
Ep 001/100 [S1:deg_only]:  53%|▌| 140/264 [03:35<03:07,  1.51s/it, loss=0.560, mat=0.418, sens=1.149, deg=0.03
Ep 001/100 [S1:deg_only]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.560, mat=0.418, sens=1.149, deg=0.03
Ep 001/100 [S1:deg_only]:  53%|▌| 141/264 [03:36<03:05,  1.51s/it, loss=0.480, mat=0.399, sens=1.229, deg=0.04
Ep 001/100 [S1:deg_only]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.480, mat=0.399, sens=1.229, deg=0.04
Ep 001/100 [S1:deg_only]:  54%|▌| 142/264 [03:38<03:04,  1.51s/it, loss=0.596, mat=0.403, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.596, mat=0.403, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  54%|▌| 143/264 [03:39<03:02,  1.51s/it, loss=0.752, mat=0.404, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.752, mat=0.404, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  55%|▌| 144/264 [03:41<03:01,  1.51s/it, loss=0.732, mat=0.402, sens=0.821, deg=0.07
Ep 001/100 [S1:deg_only]:  55%|▌| 145/264 [03:41<02:59,  1.51s/it, loss=0.732, mat=0.402, sens=0.821, deg=0.07
Ep 001/100 [S1:deg_only]:  55%|▌| 145/264 [03:42<02:59,  1.51s/it, loss=0.665, mat=0.415, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  55%|▌| 146/264 [03:42<03:00,  1.53s/it, loss=0.665, mat=0.415, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  55%|▌| 146/264 [03:44<03:00,  1.53s/it, loss=0.595, mat=0.412, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  56%|▌| 147/264 [03:44<02:58,  1.53s/it, loss=0.595, mat=0.412, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  56%|▌| 147/264 [03:45<02:58,  1.53s/it, loss=0.554, mat=0.396, sens=1.249, deg=0.03
Ep 001/100 [S1:deg_only]:  56%|▌| 148/264 [03:45<02:56,  1.52s/it, loss=0.554, mat=0.396, sens=1.249, deg=0.03
Ep 001/100 [S1:deg_only]:  56%|▌| 148/264 [03:47<02:56,  1.52s/it, loss=0.779, mat=0.415, sens=0.993, deg=0.01
Ep 001/100 [S1:deg_only]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.779, mat=0.415, sens=0.993, deg=0.01
Ep 001/100 [S1:deg_only]:  56%|▌| 149/264 [03:48<02:54,  1.52s/it, loss=0.272, mat=0.403, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  57%|▌| 150/264 [03:48<02:52,  1.51s/it, loss=0.272, mat=0.403, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  57%|▌| 150/264 [03:50<02:52,  1.51s/it, loss=0.301, mat=0.409, sens=1.303, deg=0.03
Ep 001/100 [S1:deg_only]:  57%|▌| 151/264 [03:50<02:50,  1.51s/it, loss=0.301, mat=0.409, sens=1.303, deg=0.03
Ep 001/100 [S1:deg_only]:  57%|▌| 151/264 [03:51<02:50,  1.51s/it, loss=0.396, mat=0.416, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  58%|▌| 152/264 [03:51<02:49,  1.51s/it, loss=0.396, mat=0.416, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  58%|▌| 152/264 [03:53<02:49,  1.51s/it, loss=0.544, mat=0.402, sens=0.000, deg=0.06
Ep 001/100 [S1:deg_only]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.544, mat=0.402, sens=0.000, deg=0.06
Ep 001/100 [S1:deg_only]:  58%|▌| 153/264 [03:54<02:47,  1.51s/it, loss=0.481, mat=0.406, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  58%|▌| 154/264 [03:54<02:46,  1.51s/it, loss=0.481, mat=0.406, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  58%|▌| 154/264 [03:56<02:46,  1.51s/it, loss=0.853, mat=0.407, sens=0.947, deg=0.04
Ep 001/100 [S1:deg_only]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.853, mat=0.407, sens=0.947, deg=0.04
Ep 001/100 [S1:deg_only]:  59%|▌| 155/264 [03:57<02:44,  1.51s/it, loss=0.390, mat=0.409, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  59%|▌| 156/264 [03:57<02:43,  1.51s/it, loss=0.390, mat=0.409, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  59%|▌| 156/264 [03:59<02:43,  1.51s/it, loss=0.512, mat=0.407, sens=1.061, deg=0.02
Ep 001/100 [S1:deg_only]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=0.512, mat=0.407, sens=1.061, deg=0.02
Ep 001/100 [S1:deg_only]:  59%|▌| 157/264 [04:00<02:41,  1.51s/it, loss=0.566, mat=0.410, sens=1.959, deg=0.04
Ep 001/100 [S1:deg_only]:  60%|▌| 158/264 [04:00<02:39,  1.51s/it, loss=0.566, mat=0.410, sens=1.959, deg=0.04
Ep 001/100 [S1:deg_only]:  60%|▌| 158/264 [04:02<02:39,  1.51s/it, loss=0.388, mat=0.428, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.388, mat=0.428, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  60%|▌| 159/264 [04:03<02:38,  1.51s/it, loss=0.690, mat=0.409, sens=1.384, deg=0.05
Ep 001/100 [S1:deg_only]:  61%|▌| 160/264 [04:03<02:36,  1.51s/it, loss=0.690, mat=0.409, sens=1.384, deg=0.05
Ep 001/100 [S1:deg_only]:  61%|▌| 160/264 [04:05<02:36,  1.51s/it, loss=1.072, mat=0.414, sens=0.835, deg=0.05
Ep 001/100 [S1:deg_only]:  61%|▌| 161/264 [04:05<02:37,  1.53s/it, loss=1.072, mat=0.414, sens=0.835, deg=0.05
Ep 001/100 [S1:deg_only]:  61%|▌| 161/264 [04:06<02:37,  1.53s/it, loss=0.534, mat=0.405, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  61%|▌| 162/264 [04:06<02:35,  1.52s/it, loss=0.534, mat=0.405, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  61%|▌| 162/264 [04:08<02:35,  1.52s/it, loss=0.761, mat=0.395, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  62%|▌| 163/264 [04:08<02:33,  1.52s/it, loss=0.761, mat=0.395, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.461, mat=0.399, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  62%|▌| 164/264 [04:09<02:31,  1.52s/it, loss=0.461, mat=0.399, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  62%|▌| 164/264 [04:11<02:31,  1.52s/it, loss=0.478, mat=0.405, sens=1.119, deg=0.02
Ep 001/100 [S1:deg_only]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.478, mat=0.405, sens=1.119, deg=0.02
Ep 001/100 [S1:deg_only]:  62%|▋| 165/264 [04:12<02:30,  1.52s/it, loss=0.845, mat=0.405, sens=1.163, deg=0.03
Ep 001/100 [S1:deg_only]:  63%|▋| 166/264 [04:12<02:28,  1.52s/it, loss=0.845, mat=0.405, sens=1.163, deg=0.03
Ep 001/100 [S1:deg_only]:  63%|▋| 166/264 [04:14<02:28,  1.52s/it, loss=0.742, mat=0.417, sens=1.329, deg=0.03
Ep 001/100 [S1:deg_only]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.742, mat=0.417, sens=1.329, deg=0.03
Ep 001/100 [S1:deg_only]:  63%|▋| 167/264 [04:15<02:26,  1.51s/it, loss=0.740, mat=0.414, sens=1.090, deg=0.03
Ep 001/100 [S1:deg_only]:  64%|▋| 168/264 [04:15<02:25,  1.51s/it, loss=0.740, mat=0.414, sens=1.090, deg=0.03
Ep 001/100 [S1:deg_only]:  64%|▋| 168/264 [04:17<02:25,  1.51s/it, loss=0.575, mat=0.415, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.575, mat=0.415, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  64%|▋| 169/264 [04:18<02:23,  1.51s/it, loss=0.886, mat=0.401, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  64%|▋| 170/264 [04:18<02:22,  1.51s/it, loss=0.886, mat=0.401, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  64%|▋| 170/264 [04:20<02:22,  1.51s/it, loss=0.413, mat=0.416, sens=0.996, deg=0.02
Ep 001/100 [S1:deg_only]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.413, mat=0.416, sens=0.996, deg=0.02
Ep 001/100 [S1:deg_only]:  65%|▋| 171/264 [04:21<02:20,  1.51s/it, loss=0.715, mat=0.414, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  65%|▋| 172/264 [04:21<02:18,  1.51s/it, loss=0.715, mat=0.414, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  65%|▋| 172/264 [04:23<02:18,  1.51s/it, loss=0.236, mat=0.411, sens=1.163, deg=0.01
Ep 001/100 [S1:deg_only]:  66%|▋| 173/264 [04:23<02:19,  1.53s/it, loss=0.236, mat=0.411, sens=1.163, deg=0.01
Ep 001/100 [S1:deg_only]:  66%|▋| 173/264 [04:25<02:19,  1.53s/it, loss=0.539, mat=0.406, sens=1.646, deg=0.03
Ep 001/100 [S1:deg_only]:  66%|▋| 174/264 [04:25<02:17,  1.52s/it, loss=0.539, mat=0.406, sens=1.646, deg=0.03
Ep 001/100 [S1:deg_only]:  66%|▋| 174/264 [04:26<02:17,  1.52s/it, loss=0.622, mat=0.402, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  66%|▋| 175/264 [04:26<02:15,  1.52s/it, loss=0.622, mat=0.402, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  66%|▋| 175/264 [04:28<02:15,  1.52s/it, loss=0.909, mat=0.399, sens=0.788, deg=0.04
Ep 001/100 [S1:deg_only]:  67%|▋| 176/264 [04:28<02:13,  1.51s/it, loss=0.909, mat=0.399, sens=0.788, deg=0.04
Ep 001/100 [S1:deg_only]:  67%|▋| 176/264 [04:29<02:13,  1.51s/it, loss=0.808, mat=0.414, sens=0.983, deg=0.03
Ep 001/100 [S1:deg_only]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.808, mat=0.414, sens=0.983, deg=0.03
Ep 001/100 [S1:deg_only]:  67%|▋| 177/264 [04:31<02:11,  1.51s/it, loss=1.148, mat=0.405, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  67%|▋| 178/264 [04:31<02:09,  1.51s/it, loss=1.148, mat=0.405, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  67%|▋| 178/264 [04:32<02:09,  1.51s/it, loss=0.855, mat=0.413, sens=0.907, deg=0.03
Ep 001/100 [S1:deg_only]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.855, mat=0.413, sens=0.907, deg=0.03
Ep 001/100 [S1:deg_only]:  68%|▋| 179/264 [04:34<02:08,  1.51s/it, loss=1.003, mat=0.421, sens=0.882, deg=0.03
Ep 001/100 [S1:deg_only]:  68%|▋| 180/264 [04:34<02:06,  1.51s/it, loss=1.003, mat=0.421, sens=0.882, deg=0.03
Ep 001/100 [S1:deg_only]:  68%|▋| 180/264 [04:35<02:06,  1.51s/it, loss=0.650, mat=0.421, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.650, mat=0.421, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  69%|▋| 181/264 [04:37<02:05,  1.51s/it, loss=1.049, mat=0.413, sens=0.965, deg=0.03
Ep 001/100 [S1:deg_only]:  69%|▋| 182/264 [04:37<02:03,  1.51s/it, loss=1.049, mat=0.413, sens=0.965, deg=0.03
Ep 001/100 [S1:deg_only]:  69%|▋| 182/264 [04:38<02:03,  1.51s/it, loss=0.466, mat=0.413, sens=0.800, deg=0.02
Ep 001/100 [S1:deg_only]:  69%|▋| 183/264 [04:38<02:02,  1.51s/it, loss=0.466, mat=0.413, sens=0.800, deg=0.02
Ep 001/100 [S1:deg_only]:  69%|▋| 183/264 [04:40<02:02,  1.51s/it, loss=0.723, mat=0.411, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  70%|▋| 184/264 [04:40<02:00,  1.51s/it, loss=0.723, mat=0.411, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  70%|▋| 184/264 [04:41<02:00,  1.51s/it, loss=0.941, mat=0.405, sens=1.068, deg=0.03
Ep 001/100 [S1:deg_only]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.941, mat=0.405, sens=1.068, deg=0.03
Ep 001/100 [S1:deg_only]:  70%|▋| 185/264 [04:43<01:59,  1.51s/it, loss=0.497, mat=0.411, sens=1.671, deg=0.03
Ep 001/100 [S1:deg_only]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.497, mat=0.411, sens=1.671, deg=0.03
Ep 001/100 [S1:deg_only]:  70%|▋| 186/264 [04:44<01:57,  1.51s/it, loss=0.820, mat=0.409, sens=1.108, deg=0.04
Ep 001/100 [S1:deg_only]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.820, mat=0.409, sens=1.108, deg=0.04
Ep 001/100 [S1:deg_only]:  71%|▋| 187/264 [04:46<01:56,  1.51s/it, loss=0.717, mat=0.404, sens=0.919, deg=0.04
Ep 001/100 [S1:deg_only]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.717, mat=0.404, sens=0.919, deg=0.04
Ep 001/100 [S1:deg_only]:  71%|▋| 188/264 [04:47<01:54,  1.51s/it, loss=0.805, mat=0.407, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.805, mat=0.407, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  72%|▋| 189/264 [04:49<01:53,  1.51s/it, loss=0.630, mat=0.418, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.630, mat=0.418, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  72%|▋| 190/264 [04:50<01:51,  1.51s/it, loss=0.414, mat=0.411, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  72%|▋| 191/264 [04:50<01:50,  1.51s/it, loss=0.414, mat=0.411, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  72%|▋| 191/264 [04:52<01:50,  1.51s/it, loss=0.331, mat=0.402, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  73%|▋| 192/264 [04:52<01:50,  1.53s/it, loss=0.331, mat=0.402, sens=0.000, deg=0.05
Ep 001/100 [S1:deg_only]:  73%|▋| 192/264 [04:53<01:50,  1.53s/it, loss=0.941, mat=0.423, sens=1.478, deg=0.04
Ep 001/100 [S1:deg_only]:  73%|▋| 193/264 [04:53<01:48,  1.53s/it, loss=0.941, mat=0.423, sens=1.478, deg=0.04
Ep 001/100 [S1:deg_only]:  73%|▋| 193/264 [04:55<01:48,  1.53s/it, loss=0.535, mat=0.398, sens=0.787, deg=0.04
Ep 001/100 [S1:deg_only]:  73%|▋| 194/264 [04:55<01:46,  1.52s/it, loss=0.535, mat=0.398, sens=0.787, deg=0.04
Ep 001/100 [S1:deg_only]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.545, mat=0.414, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  74%|▋| 195/264 [04:56<01:44,  1.52s/it, loss=0.545, mat=0.414, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  74%|▋| 195/264 [04:58<01:44,  1.52s/it, loss=0.463, mat=0.384, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  74%|▋| 196/264 [04:58<01:43,  1.52s/it, loss=0.463, mat=0.384, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.490, mat=0.390, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  75%|▋| 197/264 [04:59<01:41,  1.52s/it, loss=0.490, mat=0.390, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  75%|▋| 197/264 [05:01<01:41,  1.52s/it, loss=0.642, mat=0.420, sens=1.056, deg=0.02
Ep 001/100 [S1:deg_only]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.642, mat=0.420, sens=1.056, deg=0.02
Ep 001/100 [S1:deg_only]:  75%|▊| 198/264 [05:02<01:39,  1.51s/it, loss=0.581, mat=0.404, sens=1.484, deg=0.03
Ep 001/100 [S1:deg_only]:  75%|▊| 199/264 [05:02<01:38,  1.51s/it, loss=0.581, mat=0.404, sens=1.484, deg=0.03
Ep 001/100 [S1:deg_only]:  75%|▊| 199/264 [05:04<01:38,  1.51s/it, loss=0.345, mat=0.411, sens=1.104, deg=0.03
Ep 001/100 [S1:deg_only]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.345, mat=0.411, sens=1.104, deg=0.03
Ep 001/100 [S1:deg_only]:  76%|▊| 200/264 [05:05<01:36,  1.51s/it, loss=0.660, mat=0.400, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  76%|▊| 201/264 [05:05<01:35,  1.51s/it, loss=0.660, mat=0.400, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  76%|▊| 201/264 [05:07<01:35,  1.51s/it, loss=1.110, mat=0.418, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=1.110, mat=0.418, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  77%|▊| 202/264 [05:08<01:33,  1.51s/it, loss=1.048, mat=0.401, sens=1.409, deg=0.04
Ep 001/100 [S1:deg_only]:  77%|▊| 203/264 [05:08<01:32,  1.51s/it, loss=1.048, mat=0.401, sens=1.409, deg=0.04
Ep 001/100 [S1:deg_only]:  77%|▊| 203/264 [05:10<01:32,  1.51s/it, loss=0.402, mat=0.394, sens=1.712, deg=0.02
Ep 001/100 [S1:deg_only]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.402, mat=0.394, sens=1.712, deg=0.02
Ep 001/100 [S1:deg_only]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=1.203, mat=0.415, sens=1.602, deg=0.01
Ep 001/100 [S1:deg_only]:  78%|▊| 205/264 [05:11<01:29,  1.51s/it, loss=1.203, mat=0.415, sens=1.602, deg=0.01
Ep 001/100 [S1:deg_only]:  78%|▊| 205/264 [05:13<01:29,  1.51s/it, loss=0.424, mat=0.411, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  78%|▊| 206/264 [05:13<01:28,  1.53s/it, loss=0.424, mat=0.411, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  78%|▊| 206/264 [05:15<01:28,  1.53s/it, loss=0.557, mat=0.416, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  78%|▊| 207/264 [05:15<01:26,  1.53s/it, loss=0.557, mat=0.416, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  78%|▊| 207/264 [05:16<01:26,  1.53s/it, loss=0.263, mat=0.409, sens=1.224, deg=0.02
Ep 001/100 [S1:deg_only]:  79%|▊| 208/264 [05:16<01:25,  1.52s/it, loss=0.263, mat=0.409, sens=1.224, deg=0.02
Ep 001/100 [S1:deg_only]:  79%|▊| 208/264 [05:18<01:25,  1.52s/it, loss=1.010, mat=0.400, sens=0.927, deg=0.02
Ep 001/100 [S1:deg_only]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=1.010, mat=0.400, sens=0.927, deg=0.02
Ep 001/100 [S1:deg_only]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.412, mat=0.400, sens=1.202, deg=0.04
Ep 001/100 [S1:deg_only]:  80%|▊| 210/264 [05:19<01:21,  1.52s/it, loss=0.412, mat=0.400, sens=1.202, deg=0.04
Ep 001/100 [S1:deg_only]:  80%|▊| 210/264 [05:21<01:21,  1.52s/it, loss=0.517, mat=0.413, sens=0.794, deg=0.02
Ep 001/100 [S1:deg_only]:  80%|▊| 211/264 [05:21<01:20,  1.51s/it, loss=0.517, mat=0.413, sens=0.794, deg=0.02
Ep 001/100 [S1:deg_only]:  80%|▊| 211/264 [05:22<01:20,  1.51s/it, loss=0.648, mat=0.401, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.648, mat=0.401, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  80%|▊| 212/264 [05:24<01:18,  1.51s/it, loss=0.512, mat=0.393, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  81%|▊| 213/264 [05:24<01:17,  1.51s/it, loss=0.512, mat=0.393, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  81%|▊| 213/264 [05:25<01:17,  1.51s/it, loss=0.955, mat=0.397, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.955, mat=0.397, sens=0.000, deg=0.04
Ep 001/100 [S1:deg_only]:  81%|▊| 214/264 [05:27<01:15,  1.51s/it, loss=0.595, mat=0.410, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  81%|▊| 215/264 [05:27<01:13,  1.51s/it, loss=0.595, mat=0.410, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  81%|▊| 215/264 [05:28<01:13,  1.51s/it, loss=0.815, mat=0.417, sens=1.118, deg=0.04
Ep 001/100 [S1:deg_only]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.815, mat=0.417, sens=1.118, deg=0.04
Ep 001/100 [S1:deg_only]:  82%|▊| 216/264 [05:30<01:12,  1.51s/it, loss=0.836, mat=0.398, sens=0.863, deg=0.03
Ep 001/100 [S1:deg_only]:  82%|▊| 217/264 [05:30<01:10,  1.51s/it, loss=0.836, mat=0.398, sens=0.863, deg=0.03
Ep 001/100 [S1:deg_only]:  82%|▊| 217/264 [05:31<01:10,  1.51s/it, loss=0.428, mat=0.403, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  83%|▊| 218/264 [05:31<01:10,  1.53s/it, loss=0.428, mat=0.403, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  83%|▊| 218/264 [05:33<01:10,  1.53s/it, loss=0.480, mat=0.403, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  83%|▊| 219/264 [05:33<01:08,  1.53s/it, loss=0.480, mat=0.403, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  83%|▊| 219/264 [05:34<01:08,  1.53s/it, loss=0.862, mat=0.395, sens=1.466, deg=0.03
Ep 001/100 [S1:deg_only]:  83%|▊| 220/264 [05:34<01:06,  1.52s/it, loss=0.862, mat=0.395, sens=1.466, deg=0.03
Ep 001/100 [S1:deg_only]:  83%|▊| 220/264 [05:36<01:06,  1.52s/it, loss=0.741, mat=0.403, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  84%|▊| 221/264 [05:36<01:05,  1.52s/it, loss=0.741, mat=0.403, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.325, mat=0.392, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.325, mat=0.392, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  84%|▊| 222/264 [05:39<01:03,  1.51s/it, loss=0.511, mat=0.398, sens=0.925, deg=0.03
Ep 001/100 [S1:deg_only]:  84%|▊| 223/264 [05:39<01:02,  1.51s/it, loss=0.511, mat=0.398, sens=0.925, deg=0.03
Ep 001/100 [S1:deg_only]:  84%|▊| 223/264 [05:40<01:02,  1.51s/it, loss=0.491, mat=0.403, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  85%|▊| 224/264 [05:40<01:00,  1.51s/it, loss=0.491, mat=0.403, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  85%|▊| 224/264 [05:42<01:00,  1.51s/it, loss=0.691, mat=0.413, sens=2.602, deg=0.02
Ep 001/100 [S1:deg_only]:  85%|▊| 225/264 [05:42<00:59,  1.51s/it, loss=0.691, mat=0.413, sens=2.602, deg=0.02
Ep 001/100 [S1:deg_only]:  85%|▊| 225/264 [05:43<00:59,  1.51s/it, loss=0.475, mat=0.395, sens=1.407, deg=0.03
Ep 001/100 [S1:deg_only]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.475, mat=0.395, sens=1.407, deg=0.03
Ep 001/100 [S1:deg_only]:  86%|▊| 226/264 [05:45<00:57,  1.51s/it, loss=0.747, mat=0.403, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.747, mat=0.403, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  86%|▊| 227/264 [05:46<00:55,  1.51s/it, loss=0.469, mat=0.405, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  86%|▊| 228/264 [05:46<00:54,  1.52s/it, loss=0.469, mat=0.405, sens=0.000, deg=0.03
Ep 001/100 [S1:deg_only]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.434, mat=0.406, sens=1.538, deg=0.02
Ep 001/100 [S1:deg_only]:  87%|▊| 229/264 [05:48<00:53,  1.51s/it, loss=0.434, mat=0.406, sens=1.538, deg=0.02
Ep 001/100 [S1:deg_only]:  87%|▊| 229/264 [05:49<00:53,  1.51s/it, loss=0.513, mat=0.405, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.513, mat=0.405, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  87%|▊| 230/264 [05:51<00:51,  1.51s/it, loss=0.792, mat=0.422, sens=1.481, deg=0.00
Ep 001/100 [S1:deg_only]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.792, mat=0.422, sens=1.481, deg=0.00
Ep 001/100 [S1:deg_only]:  88%|▉| 231/264 [05:52<00:49,  1.51s/it, loss=0.943, mat=0.409, sens=1.257, deg=0.03
Ep 001/100 [S1:deg_only]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.943, mat=0.409, sens=1.257, deg=0.03
Ep 001/100 [S1:deg_only]:  88%|▉| 232/264 [05:54<00:48,  1.51s/it, loss=0.545, mat=0.407, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=0.545, mat=0.407, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  88%|▉| 233/264 [05:55<00:46,  1.51s/it, loss=0.761, mat=0.389, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  89%|▉| 234/264 [05:55<00:45,  1.51s/it, loss=0.761, mat=0.389, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  89%|▉| 234/264 [05:57<00:45,  1.51s/it, loss=0.499, mat=0.408, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.499, mat=0.408, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  89%|▉| 235/264 [05:58<00:43,  1.51s/it, loss=0.568, mat=0.404, sens=1.985, deg=0.00
Ep 001/100 [S1:deg_only]:  89%|▉| 236/264 [05:58<00:42,  1.53s/it, loss=0.568, mat=0.404, sens=1.985, deg=0.00
Ep 001/100 [S1:deg_only]:  89%|▉| 236/264 [06:00<00:42,  1.53s/it, loss=1.059, mat=0.407, sens=0.933, deg=0.02
Ep 001/100 [S1:deg_only]:  90%|▉| 237/264 [06:00<00:41,  1.52s/it, loss=1.059, mat=0.407, sens=0.933, deg=0.02
Ep 001/100 [S1:deg_only]:  90%|▉| 237/264 [06:01<00:41,  1.52s/it, loss=0.619, mat=0.401, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  90%|▉| 238/264 [06:01<00:39,  1.52s/it, loss=0.619, mat=0.401, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.554, mat=0.401, sens=0.905, deg=0.02
Ep 001/100 [S1:deg_only]:  91%|▉| 239/264 [06:03<00:37,  1.52s/it, loss=0.554, mat=0.401, sens=0.905, deg=0.02
Ep 001/100 [S1:deg_only]:  91%|▉| 239/264 [06:05<00:37,  1.52s/it, loss=0.498, mat=0.400, sens=1.815, deg=0.01
Ep 001/100 [S1:deg_only]:  91%|▉| 240/264 [06:05<00:36,  1.52s/it, loss=0.498, mat=0.400, sens=1.815, deg=0.01
Ep 001/100 [S1:deg_only]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.567, mat=0.406, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.567, mat=0.406, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  91%|▉| 241/264 [06:08<00:34,  1.51s/it, loss=1.381, mat=0.406, sens=0.943, deg=0.02
Ep 001/100 [S1:deg_only]:  92%|▉| 242/264 [06:08<00:33,  1.52s/it, loss=1.381, mat=0.406, sens=0.943, deg=0.02
Ep 001/100 [S1:deg_only]:  92%|▉| 242/264 [06:09<00:33,  1.52s/it, loss=0.336, mat=0.417, sens=1.051, deg=0.01
Ep 001/100 [S1:deg_only]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.336, mat=0.417, sens=1.051, deg=0.01
Ep 001/100 [S1:deg_only]:  92%|▉| 243/264 [06:11<00:31,  1.51s/it, loss=0.434, mat=0.409, sens=0.791, deg=0.01
Ep 001/100 [S1:deg_only]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.434, mat=0.409, sens=0.791, deg=0.01
Ep 001/100 [S1:deg_only]:  92%|▉| 244/264 [06:12<00:30,  1.51s/it, loss=0.525, mat=0.407, sens=0.000, deg=0.00
Ep 001/100 [S1:deg_only]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.525, mat=0.407, sens=0.000, deg=0.00
Ep 001/100 [S1:deg_only]:  93%|▉| 245/264 [06:14<00:28,  1.51s/it, loss=0.436, mat=0.400, sens=1.360, deg=0.03
Ep 001/100 [S1:deg_only]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.436, mat=0.400, sens=1.360, deg=0.03
Ep 001/100 [S1:deg_only]:  93%|▉| 246/264 [06:15<00:27,  1.51s/it, loss=0.744, mat=0.394, sens=0.800, deg=0.02
Ep 001/100 [S1:deg_only]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.744, mat=0.394, sens=0.800, deg=0.02
Ep 001/100 [S1:deg_only]:  94%|▉| 247/264 [06:17<00:25,  1.51s/it, loss=0.327, mat=0.393, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.327, mat=0.393, sens=0.000, deg=0.02
Ep 001/100 [S1:deg_only]:  94%|▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.509, mat=0.414, sens=0.858, deg=0.00
Ep 001/100 [S1:deg_only]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.509, mat=0.414, sens=0.858, deg=0.00
Ep 001/100 [S1:deg_only]:  94%|▉| 249/264 [06:20<00:22,  1.51s/it, loss=0.973, mat=0.392, sens=0.000, deg=0.07
Ep 001/100 [S1:deg_only]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.973, mat=0.392, sens=0.000, deg=0.07
Ep 001/100 [S1:deg_only]:  95%|▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.722, mat=0.401, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  95%|▉| 251/264 [06:21<00:19,  1.53s/it, loss=0.722, mat=0.401, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  95%|▉| 251/264 [06:23<00:19,  1.53s/it, loss=0.520, mat=0.411, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  95%|▉| 252/264 [06:23<00:18,  1.53s/it, loss=0.520, mat=0.411, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  95%|▉| 252/264 [06:24<00:18,  1.53s/it, loss=0.571, mat=0.406, sens=1.618, deg=0.01
Ep 001/100 [S1:deg_only]:  96%|▉| 253/264 [06:24<00:16,  1.52s/it, loss=0.571, mat=0.406, sens=1.618, deg=0.01
Ep 001/100 [S1:deg_only]:  96%|▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.676, mat=0.405, sens=1.447, deg=0.02
Ep 001/100 [S1:deg_only]:  96%|▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.676, mat=0.405, sens=1.447, deg=0.02
Ep 001/100 [S1:deg_only]:  96%|▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.552, mat=0.396, sens=2.068, deg=0.02
Ep 001/100 [S1:deg_only]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.552, mat=0.396, sens=2.068, deg=0.02
Ep 001/100 [S1:deg_only]:  97%|▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.456, mat=0.416, sens=0.000, deg=0.00
Ep 001/100 [S1:deg_only]:  97%|▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.456, mat=0.416, sens=0.000, deg=0.00
Ep 001/100 [S1:deg_only]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.589, mat=0.413, sens=0.000, deg=0.00
Ep 001/100 [S1:deg_only]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.589, mat=0.413, sens=0.000, deg=0.00
Ep 001/100 [S1:deg_only]:  97%|▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.927, mat=0.395, sens=1.155, deg=0.03
Ep 001/100 [S1:deg_only]:  98%|▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.927, mat=0.395, sens=1.155, deg=0.03
Ep 001/100 [S1:deg_only]:  98%|▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.486, mat=0.400, sens=0.000, deg=0.00
Ep 001/100 [S1:deg_only]:  98%|▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.486, mat=0.400, sens=0.000, deg=0.00
Ep 001/100 [S1:deg_only]:  98%|▉| 259/264 [06:35<00:07,  1.51s/it, loss=0.578, mat=0.405, sens=0.894, deg=0.01
Ep 001/100 [S1:deg_only]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.578, mat=0.405, sens=0.894, deg=0.01
Ep 001/100 [S1:deg_only]:  98%|▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.602, mat=0.393, sens=1.175, deg=0.01
Ep 001/100 [S1:deg_only]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.602, mat=0.393, sens=1.175, deg=0.01
Ep 001/100 [S1:deg_only]:  99%|▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.438, mat=0.397, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.438, mat=0.397, sens=0.000, deg=0.01
Ep 001/100 [S1:deg_only]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.532, mat=0.422, sens=1.976, deg=0.00
Ep 001/100 [S1:deg_only]: 100%|▉| 263/264 [06:39<00:01,  1.53s/it, loss=0.532, mat=0.422, sens=1.976, deg=0.00
Ep 001/100 [S1:deg_only]: 100%|▉| 263/264 [06:41<00:01,  1.53s/it, loss=0.614, mat=0.405, sens=1.251, deg=0.04
Ep 001/100 [S1:deg_only]: 100%|█| 264/264 [06:41<00:00,  1.53s/it, loss=0.614, mat=0.405, sens=1.251, deg=0.04
                                                                                                              
Epoch 001/100 [S1:deg_only]  loss=0.6793  mat=0.4081  sens=0.6690  deg=0.0765  orth=0.6028  α=0.0 β=0.0 γ=1.0  401s

Ep 002/100 [S1:deg_only]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 002/100 [S1:deg_only]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.566, mat=0.397, sens=1.458, deg=0.016]
Ep 002/100 [S1:deg_only]:   0%| | 1/264 [00:02<08:56,  2.04s/it, loss=0.566, mat=0.397, sens=1.458, deg=0.016]
Ep 002/100 [S1:deg_only]:   0%| | 1/264 [00:03<08:56,  2.04s/it, loss=0.593, mat=0.416, sens=0.000, deg=0.016]
Ep 002/100 [S1:deg_only]:   1%| | 2/264 [00:03<07:31,  1.72s/it, loss=0.593, mat=0.416, sens=0.000, deg=0.016]
Ep 002/100 [S1:deg_only]:   1%| | 2/264 [00:05<07:31,  1.72s/it, loss=0.376, mat=0.402, sens=0.000, deg=0.021]
Ep 002/100 [S1:deg_only]:   1%| | 3/264 [00:05<07:03,  1.62s/it, loss=0.376, mat=0.402, sens=0.000, deg=0.021]
Ep 002/100 [S1:deg_only]:   1%| | 3/264 [00:06<07:03,  1.62s/it, loss=0.600, mat=0.415, sens=0.000, deg=0.013]
Ep 002/100 [S1:deg_only]:   2%| | 4/264 [00:06<06:49,  1.58s/it, loss=0.600, mat=0.415, sens=0.000, deg=0.013]
Ep 002/100 [S1:deg_only]:   2%| | 4/264 [00:08<06:49,  1.58s/it, loss=0.710, mat=0.393, sens=1.039, deg=0.019]
Ep 002/100 [S1:deg_only]:   2%| | 5/264 [00:08<06:41,  1.55s/it, loss=0.710, mat=0.393, sens=1.039, deg=0.019]
Ep 002/100 [S1:deg_only]:   2%| | 5/264 [00:09<06:41,  1.55s/it, loss=0.611, mat=0.412, sens=0.834, deg=0.033]
Ep 002/100 [S1:deg_only]:   2%| | 6/264 [00:09<06:36,  1.54s/it, loss=0.611, mat=0.412, sens=0.834, deg=0.033]
Ep 002/100 [S1:deg_only]:   2%| | 6/264 [00:11<06:36,  1.54s/it, loss=0.811, mat=0.398, sens=0.000, deg=0.029]
Ep 002/100 [S1:deg_only]:   3%| | 7/264 [00:11<06:32,  1.53s/it, loss=0.811, mat=0.398, sens=0.000, deg=0.029]
Ep 002/100 [S1:deg_only]:   3%| | 7/264 [00:12<06:32,  1.53s/it, loss=0.541, mat=0.405, sens=1.384, deg=0.028]
Ep 002/100 [S1:deg_only]:   3%| | 8/264 [00:12<06:30,  1.52s/it, loss=0.541, mat=0.405, sens=1.384, deg=0.028]
Ep 002/100 [S1:deg_only]:   3%| | 8/264 [00:14<06:30,  1.52s/it, loss=0.874, mat=0.411, sens=0.997, deg=0.011]
Ep 002/100 [S1:deg_only]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.874, mat=0.411, sens=0.997, deg=0.011]
Ep 002/100 [S1:deg_only]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.384, mat=0.414, sens=0.000, deg=0.023]
Ep 002/100 [S1:deg_only]:   4%| | 10/264 [00:15<06:25,  1.52s/it, loss=0.384, mat=0.414, sens=0.000, deg=0.023
Ep 002/100 [S1:deg_only]:   4%| | 10/264 [00:17<06:25,  1.52s/it, loss=0.240, mat=0.418, sens=0.000, deg=0.030
Ep 002/100 [S1:deg_only]:   4%| | 11/264 [00:17<06:23,  1.52s/it, loss=0.240, mat=0.418, sens=0.000, deg=0.030
Ep 002/100 [S1:deg_only]:   4%| | 11/264 [00:18<06:23,  1.52s/it, loss=0.494, mat=0.413, sens=0.000, deg=0.019
Ep 002/100 [S1:deg_only]:   5%| | 12/264 [00:18<06:21,  1.51s/it, loss=0.494, mat=0.413, sens=0.000, deg=0.019
Ep 002/100 [S1:deg_only]:   5%| | 12/264 [00:20<06:21,  1.51s/it, loss=0.452, mat=0.420, sens=0.000, deg=0.017
Ep 002/100 [S1:deg_only]:   5%| | 13/264 [00:20<06:19,  1.51s/it, loss=0.452, mat=0.420, sens=0.000, deg=0.017
Ep 002/100 [S1:deg_only]:   5%| | 13/264 [00:21<06:19,  1.51s/it, loss=0.510, mat=0.414, sens=1.110, deg=0.010
Ep 002/100 [S1:deg_only]:   5%| | 14/264 [00:21<06:18,  1.51s/it, loss=0.510, mat=0.414, sens=1.110, deg=0.010
Ep 002/100 [S1:deg_only]:   5%| | 14/264 [00:23<06:18,  1.51s/it, loss=0.708, mat=0.420, sens=1.015, deg=0.019
Ep 002/100 [S1:deg_only]:   6%| | 15/264 [00:23<06:15,  1.51s/it, loss=0.708, mat=0.420, sens=1.015, deg=0.019
Ep 002/100 [S1:deg_only]:   6%| | 15/264 [00:24<06:15,  1.51s/it, loss=0.507, mat=0.407, sens=0.789, deg=0.003
Ep 002/100 [S1:deg_only]:   6%| | 16/264 [00:24<06:14,  1.51s/it, loss=0.507, mat=0.407, sens=0.789, deg=0.003
Ep 002/100 [S1:deg_only]:   6%| | 16/264 [00:26<06:14,  1.51s/it, loss=0.409, mat=0.413, sens=0.000, deg=0.017
Ep 002/100 [S1:deg_only]:   6%| | 17/264 [00:26<06:12,  1.51s/it, loss=0.409, mat=0.413, sens=0.000, deg=0.017
Ep 002/100 [S1:deg_only]:   6%| | 17/264 [00:27<06:12,  1.51s/it, loss=1.024, mat=0.421, sens=1.277, deg=0.014
Ep 002/100 [S1:deg_only]:   7%| | 18/264 [00:27<06:19,  1.54s/it, loss=1.024, mat=0.421, sens=1.277, deg=0.014
Ep 002/100 [S1:deg_only]:   7%| | 18/264 [00:29<06:19,  1.54s/it, loss=0.338, mat=0.411, sens=1.777, deg=0.022
Ep 002/100 [S1:deg_only]:   7%| | 19/264 [00:29<06:15,  1.53s/it, loss=0.338, mat=0.411, sens=1.777, deg=0.022
Ep 002/100 [S1:deg_only]:   7%| | 19/264 [00:30<06:15,  1.53s/it, loss=0.655, mat=0.412, sens=0.895, deg=0.011
Ep 002/100 [S1:deg_only]:   8%| | 20/264 [00:30<06:11,  1.52s/it, loss=0.655, mat=0.412, sens=0.895, deg=0.011
Ep 002/100 [S1:deg_only]:   8%| | 20/264 [00:32<06:11,  1.52s/it, loss=0.838, mat=0.408, sens=1.491, deg=0.019
Ep 002/100 [S1:deg_only]:   8%| | 21/264 [00:32<06:09,  1.52s/it, loss=0.838, mat=0.408, sens=1.491, deg=0.019
Ep 002/100 [S1:deg_only]:   8%| | 21/264 [00:33<06:09,  1.52s/it, loss=0.461, mat=0.409, sens=1.425, deg=0.018
Ep 002/100 [S1:deg_only]:   8%| | 22/264 [00:33<06:07,  1.52s/it, loss=0.461, mat=0.409, sens=1.425, deg=0.018
Ep 002/100 [S1:deg_only]:   8%| | 22/264 [00:35<06:07,  1.52s/it, loss=0.585, mat=0.403, sens=0.844, deg=0.011
Ep 002/100 [S1:deg_only]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.585, mat=0.403, sens=0.844, deg=0.011
Ep 002/100 [S1:deg_only]:   9%| | 23/264 [00:36<06:04,  1.51s/it, loss=0.818, mat=0.412, sens=1.717, deg=0.029
Ep 002/100 [S1:deg_only]:   9%| | 24/264 [00:36<06:03,  1.51s/it, loss=0.818, mat=0.412, sens=1.717, deg=0.029
Ep 002/100 [S1:deg_only]:   9%| | 24/264 [00:38<06:03,  1.51s/it, loss=0.481, mat=0.411, sens=0.000, deg=0.025
Ep 002/100 [S1:deg_only]:   9%| | 25/264 [00:38<06:01,  1.51s/it, loss=0.481, mat=0.411, sens=0.000, deg=0.025
Ep 002/100 [S1:deg_only]:   9%| | 25/264 [00:39<06:01,  1.51s/it, loss=0.515, mat=0.415, sens=1.541, deg=0.015
Ep 002/100 [S1:deg_only]:  10%| | 26/264 [00:39<06:00,  1.51s/it, loss=0.515, mat=0.415, sens=1.541, deg=0.015
Ep 002/100 [S1:deg_only]:  10%| | 26/264 [00:41<06:00,  1.51s/it, loss=0.425, mat=0.420, sens=0.000, deg=0.003
Ep 002/100 [S1:deg_only]:  10%| | 27/264 [00:41<05:58,  1.51s/it, loss=0.425, mat=0.420, sens=0.000, deg=0.003
Ep 002/100 [S1:deg_only]:  10%| | 27/264 [00:42<05:58,  1.51s/it, loss=1.159, mat=0.401, sens=1.019, deg=0.015
Ep 002/100 [S1:deg_only]:  11%| | 28/264 [00:42<05:57,  1.51s/it, loss=1.159, mat=0.401, sens=1.019, deg=0.015
Ep 002/100 [S1:deg_only]:  11%| | 28/264 [00:44<05:57,  1.51s/it, loss=0.403, mat=0.395, sens=0.000, deg=0.020
Ep 002/100 [S1:deg_only]:  11%| | 29/264 [00:44<05:55,  1.51s/it, loss=0.403, mat=0.395, sens=0.000, deg=0.020
Ep 002/100 [S1:deg_only]:  11%| | 29/264 [00:45<05:55,  1.51s/it, loss=0.280, mat=0.415, sens=1.160, deg=0.006
Ep 002/100 [S1:deg_only]:  11%| | 30/264 [00:45<05:54,  1.51s/it, loss=0.280, mat=0.415, sens=1.160, deg=0.006
Ep 002/100 [S1:deg_only]:  11%| | 30/264 [00:47<05:54,  1.51s/it, loss=0.356, mat=0.420, sens=0.000, deg=0.025
Ep 002/100 [S1:deg_only]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.356, mat=0.420, sens=0.000, deg=0.025
Ep 002/100 [S1:deg_only]:  12%| | 31/264 [00:49<05:52,  1.51s/it, loss=0.387, mat=0.422, sens=0.000, deg=0.007
Ep 002/100 [S1:deg_only]:  12%| | 32/264 [00:49<05:56,  1.53s/it, loss=0.387, mat=0.422, sens=0.000, deg=0.007
Ep 002/100 [S1:deg_only]:  12%| | 32/264 [00:50<05:56,  1.53s/it, loss=0.349, mat=0.418, sens=1.882, deg=0.004
Ep 002/100 [S1:deg_only]:  12%|▏| 33/264 [00:50<05:53,  1.53s/it, loss=0.349, mat=0.418, sens=1.882, deg=0.004
Ep 002/100 [S1:deg_only]:  12%|▏| 33/264 [00:52<05:53,  1.53s/it, loss=0.535, mat=0.409, sens=1.501, deg=0.019
Ep 002/100 [S1:deg_only]:  13%|▏| 34/264 [00:52<05:50,  1.52s/it, loss=0.535, mat=0.409, sens=1.501, deg=0.019
Ep 002/100 [S1:deg_only]:  13%|▏| 34/264 [00:53<05:50,  1.52s/it, loss=0.541, mat=0.410, sens=0.000, deg=0.015
Ep 002/100 [S1:deg_only]:  13%|▏| 35/264 [00:53<05:47,  1.52s/it, loss=0.541, mat=0.410, sens=0.000, deg=0.015
Ep 002/100 [S1:deg_only]:  13%|▏| 35/264 [00:55<05:47,  1.52s/it, loss=1.087, mat=0.397, sens=1.273, deg=0.012
Ep 002/100 [S1:deg_only]:  14%|▏| 36/264 [00:55<05:45,  1.52s/it, loss=1.087, mat=0.397, sens=1.273, deg=0.012
Ep 002/100 [S1:deg_only]:  14%|▏| 36/264 [00:56<05:45,  1.52s/it, loss=0.755, mat=0.411, sens=1.135, deg=0.025
Ep 002/100 [S1:deg_only]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=0.755, mat=0.411, sens=1.135, deg=0.025
Ep 002/100 [S1:deg_only]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.341, mat=0.402, sens=1.698, deg=0.018
Ep 002/100 [S1:deg_only]:  14%|▏| 38/264 [00:58<05:42,  1.52s/it, loss=0.341, mat=0.402, sens=1.698, deg=0.018
Ep 002/100 [S1:deg_only]:  14%|▏| 38/264 [00:59<05:42,  1.52s/it, loss=0.967, mat=0.402, sens=0.829, deg=0.036
Ep 002/100 [S1:deg_only]:  15%|▏| 39/264 [00:59<05:41,  1.52s/it, loss=0.967, mat=0.402, sens=0.829, deg=0.036
Ep 002/100 [S1:deg_only]:  15%|▏| 39/264 [01:01<05:41,  1.52s/it, loss=0.580, mat=0.398, sens=0.000, deg=0.009
Ep 002/100 [S1:deg_only]:  15%|▏| 40/264 [01:01<05:39,  1.52s/it, loss=0.580, mat=0.398, sens=0.000, deg=0.009
Ep 002/100 [S1:deg_only]:  15%|▏| 40/264 [01:02<05:39,  1.52s/it, loss=0.448, mat=0.406, sens=2.040, deg=0.019
Ep 002/100 [S1:deg_only]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.448, mat=0.406, sens=2.040, deg=0.019
Ep 002/100 [S1:deg_only]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.375, mat=0.419, sens=0.000, deg=0.025
Ep 002/100 [S1:deg_only]:  16%|▏| 42/264 [01:04<05:36,  1.51s/it, loss=0.375, mat=0.419, sens=0.000, deg=0.025
Ep 002/100 [S1:deg_only]:  16%|▏| 42/264 [01:05<05:36,  1.51s/it, loss=0.510, mat=0.398, sens=0.000, deg=0.030
Ep 002/100 [S1:deg_only]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.510, mat=0.398, sens=0.000, deg=0.030
Ep 002/100 [S1:deg_only]:  16%|▏| 43/264 [01:07<05:34,  1.51s/it, loss=0.363, mat=0.410, sens=0.000, deg=0.016
Ep 002/100 [S1:deg_only]:  17%|▏| 44/264 [01:07<05:37,  1.53s/it, loss=0.363, mat=0.410, sens=0.000, deg=0.016
Ep 002/100 [S1:deg_only]:  17%|▏| 44/264 [01:08<05:37,  1.53s/it, loss=0.223, mat=0.394, sens=0.000, deg=0.024
Ep 002/100 [S1:deg_only]:  17%|▏| 45/264 [01:08<05:34,  1.53s/it, loss=0.223, mat=0.394, sens=0.000, deg=0.024
Ep 002/100 [S1:deg_only]:  17%|▏| 45/264 [01:10<05:34,  1.53s/it, loss=0.770, mat=0.400, sens=0.000, deg=0.030
Ep 002/100 [S1:deg_only]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.770, mat=0.400, sens=0.000, deg=0.030
Ep 002/100 [S1:deg_only]:  17%|▏| 46/264 [01:11<05:31,  1.52s/it, loss=0.345, mat=0.418, sens=0.000, deg=0.020
Ep 002/100 [S1:deg_only]:  18%|▏| 47/264 [01:11<05:29,  1.52s/it, loss=0.345, mat=0.418, sens=0.000, deg=0.020
Ep 002/100 [S1:deg_only]:  18%|▏| 47/264 [01:13<05:29,  1.52s/it, loss=0.473, mat=0.409, sens=0.000, deg=0.025
Ep 002/100 [S1:deg_only]:  18%|▏| 48/264 [01:13<05:27,  1.52s/it, loss=0.473, mat=0.409, sens=0.000, deg=0.025
Ep 002/100 [S1:deg_only]:  18%|▏| 48/264 [01:14<05:27,  1.52s/it, loss=0.622, mat=0.405, sens=0.000, deg=0.026
Ep 002/100 [S1:deg_only]:  19%|▏| 49/264 [01:14<05:26,  1.52s/it, loss=0.622, mat=0.405, sens=0.000, deg=0.026
Ep 002/100 [S1:deg_only]:  19%|▏| 49/264 [01:16<05:26,  1.52s/it, loss=0.549, mat=0.400, sens=0.000, deg=0.024
Ep 002/100 [S1:deg_only]:  19%|▏| 50/264 [01:16<05:24,  1.52s/it, loss=0.549, mat=0.400, sens=0.000, deg=0.024
Ep 002/100 [S1:deg_only]:  19%|▏| 50/264 [01:17<05:24,  1.52s/it, loss=0.289, mat=0.422, sens=0.834, deg=0.006
Ep 002/100 [S1:deg_only]:  19%|▏| 51/264 [01:17<05:22,  1.52s/it, loss=0.289, mat=0.422, sens=0.834, deg=0.006
Ep 002/100 [S1:deg_only]:  19%|▏| 51/264 [01:19<05:22,  1.52s/it, loss=0.501, mat=0.411, sens=0.000, deg=0.017
Ep 002/100 [S1:deg_only]:  20%|▏| 52/264 [01:19<05:21,  1.51s/it, loss=0.501, mat=0.411, sens=0.000, deg=0.017
Ep 002/100 [S1:deg_only]:  20%|▏| 52/264 [01:20<05:21,  1.51s/it, loss=0.820, mat=0.419, sens=1.020, deg=0.017
Ep 002/100 [S1:deg_only]:  20%|▏| 53/264 [01:20<05:19,  1.52s/it, loss=0.820, mat=0.419, sens=1.020, deg=0.017
Ep 002/100 [S1:deg_only]:  20%|▏| 53/264 [01:22<05:19,  1.52s/it, loss=1.153, mat=0.415, sens=0.797, deg=0.025
Ep 002/100 [S1:deg_only]:  20%|▏| 54/264 [01:22<05:18,  1.52s/it, loss=1.153, mat=0.415, sens=0.797, deg=0.025
Ep 002/100 [S1:deg_only]:  20%|▏| 54/264 [01:23<05:18,  1.52s/it, loss=1.152, mat=0.419, sens=0.000, deg=0.008
Ep 002/100 [S1:deg_only]:  21%|▏| 55/264 [01:23<05:16,  1.52s/it, loss=1.152, mat=0.419, sens=0.000, deg=0.008
Ep 002/100 [S1:deg_only]:  21%|▏| 55/264 [01:25<05:16,  1.52s/it, loss=0.778, mat=0.418, sens=1.007, deg=0.017
Ep 002/100 [S1:deg_only]:  21%|▏| 56/264 [01:25<05:14,  1.51s/it, loss=0.778, mat=0.418, sens=1.007, deg=0.017
Ep 002/100 [S1:deg_only]:  21%|▏| 56/264 [01:26<05:14,  1.51s/it, loss=0.459, mat=0.405, sens=1.517, deg=0.017
Ep 002/100 [S1:deg_only]:  22%|▏| 57/264 [01:26<05:13,  1.51s/it, loss=0.459, mat=0.405, sens=1.517, deg=0.017
Ep 002/100 [S1:deg_only]:  22%|▏| 57/264 [01:28<05:13,  1.51s/it, loss=0.485, mat=0.409, sens=1.169, deg=0.010
Ep 002/100 [S1:deg_only]:  22%|▏| 58/264 [01:28<05:11,  1.51s/it, loss=0.485, mat=0.409, sens=1.169, deg=0.010
Ep 002/100 [S1:deg_only]:  22%|▏| 58/264 [01:29<05:11,  1.51s/it, loss=0.860, mat=0.404, sens=1.421, deg=0.019
Ep 002/100 [S1:deg_only]:  22%|▏| 59/264 [01:29<05:10,  1.51s/it, loss=0.860, mat=0.404, sens=1.421, deg=0.019
Ep 002/100 [S1:deg_only]:  22%|▏| 59/264 [01:31<05:10,  1.51s/it, loss=0.528, mat=0.415, sens=0.000, deg=0.010
Ep 002/100 [S1:deg_only]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.528, mat=0.415, sens=0.000, deg=0.010
Ep 002/100 [S1:deg_only]:  23%|▏| 60/264 [01:32<05:08,  1.51s/it, loss=0.740, mat=0.408, sens=1.135, deg=0.011
Ep 002/100 [S1:deg_only]:  23%|▏| 61/264 [01:32<05:07,  1.51s/it, loss=0.740, mat=0.408, sens=1.135, deg=0.011
Ep 002/100 [S1:deg_only]:  23%|▏| 61/264 [01:34<05:07,  1.51s/it, loss=0.632, mat=0.419, sens=0.000, deg=0.005
Ep 002/100 [S1:deg_only]:  23%|▏| 62/264 [01:34<05:10,  1.54s/it, loss=0.632, mat=0.419, sens=0.000, deg=0.005
Ep 002/100 [S1:deg_only]:  23%|▏| 62/264 [01:36<05:10,  1.54s/it, loss=0.458, mat=0.402, sens=0.000, deg=0.008
Ep 002/100 [S1:deg_only]:  24%|▏| 63/264 [01:36<05:07,  1.53s/it, loss=0.458, mat=0.402, sens=0.000, deg=0.008
Ep 002/100 [S1:deg_only]:  24%|▏| 63/264 [01:37<05:07,  1.53s/it, loss=0.921, mat=0.406, sens=1.300, deg=0.023
Ep 002/100 [S1:deg_only]:  24%|▏| 64/264 [01:37<05:05,  1.53s/it, loss=0.921, mat=0.406, sens=1.300, deg=0.023
Ep 002/100 [S1:deg_only]:  24%|▏| 64/264 [01:39<05:05,  1.53s/it, loss=0.725, mat=0.407, sens=0.000, deg=0.018
Ep 002/100 [S1:deg_only]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.725, mat=0.407, sens=0.000, deg=0.018
Ep 002/100 [S1:deg_only]:  25%|▏| 65/264 [01:40<05:02,  1.52s/it, loss=0.719, mat=0.397, sens=0.000, deg=0.007
Ep 002/100 [S1:deg_only]:  25%|▎| 66/264 [01:40<05:00,  1.52s/it, loss=0.719, mat=0.397, sens=0.000, deg=0.007
Ep 002/100 [S1:deg_only]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.283, mat=0.406, sens=1.150, deg=0.020
Ep 002/100 [S1:deg_only]:  25%|▎| 67/264 [01:42<04:58,  1.52s/it, loss=0.283, mat=0.406, sens=1.150, deg=0.020
Ep 002/100 [S1:deg_only]:  25%|▎| 67/264 [01:43<04:58,  1.52s/it, loss=0.721, mat=0.406, sens=1.185, deg=0.010
Ep 002/100 [S1:deg_only]:  26%|▎| 68/264 [01:43<04:57,  1.52s/it, loss=0.721, mat=0.406, sens=1.185, deg=0.010
Ep 002/100 [S1:deg_only]:  26%|▎| 68/264 [01:45<04:57,  1.52s/it, loss=0.548, mat=0.400, sens=1.281, deg=0.012
Ep 002/100 [S1:deg_only]:  26%|▎| 69/264 [01:45<04:55,  1.51s/it, loss=0.548, mat=0.400, sens=1.281, deg=0.012
Ep 002/100 [S1:deg_only]:  26%|▎| 69/264 [01:46<04:55,  1.51s/it, loss=0.607, mat=0.406, sens=1.286, deg=0.006
Ep 002/100 [S1:deg_only]:  27%|▎| 70/264 [01:46<04:53,  1.51s/it, loss=0.607, mat=0.406, sens=1.286, deg=0.006
Ep 002/100 [S1:deg_only]:  27%|▎| 70/264 [01:48<04:53,  1.51s/it, loss=0.413, mat=0.411, sens=2.861, deg=0.011
Ep 002/100 [S1:deg_only]:  27%|▎| 71/264 [01:48<04:52,  1.51s/it, loss=0.413, mat=0.411, sens=2.861, deg=0.011
Ep 002/100 [S1:deg_only]:  27%|▎| 71/264 [01:49<04:52,  1.51s/it, loss=0.364, mat=0.412, sens=0.000, deg=0.007
Ep 002/100 [S1:deg_only]:  27%|▎| 72/264 [01:49<04:50,  1.51s/it, loss=0.364, mat=0.412, sens=0.000, deg=0.007
Ep 002/100 [S1:deg_only]:  27%|▎| 72/264 [01:51<04:50,  1.51s/it, loss=0.778, mat=0.415, sens=0.000, deg=0.004
Ep 002/100 [S1:deg_only]:  28%|▎| 73/264 [01:51<04:48,  1.51s/it, loss=0.778, mat=0.415, sens=0.000, deg=0.004
Ep 002/100 [S1:deg_only]:  28%|▎| 73/264 [01:52<04:48,  1.51s/it, loss=0.555, mat=0.422, sens=0.960, deg=0.004
Ep 002/100 [S1:deg_only]:  28%|▎| 74/264 [01:52<04:47,  1.51s/it, loss=0.555, mat=0.422, sens=0.960, deg=0.004
Ep 002/100 [S1:deg_only]:  28%|▎| 74/264 [01:54<04:47,  1.51s/it, loss=0.435, mat=0.426, sens=0.000, deg=0.016
Ep 002/100 [S1:deg_only]:  28%|▎| 75/264 [01:54<04:45,  1.51s/it, loss=0.435, mat=0.426, sens=0.000, deg=0.016
Ep 002/100 [S1:deg_only]:  28%|▎| 75/264 [01:55<04:45,  1.51s/it, loss=0.762, mat=0.400, sens=0.000, deg=0.015
Ep 002/100 [S1:deg_only]:  29%|▎| 76/264 [01:55<04:44,  1.51s/it, loss=0.762, mat=0.400, sens=0.000, deg=0.015
Ep 002/100 [S1:deg_only]:  29%|▎| 76/264 [01:57<04:44,  1.51s/it, loss=0.646, mat=0.404, sens=2.095, deg=0.010
Ep 002/100 [S1:deg_only]:  29%|▎| 77/264 [01:57<04:47,  1.54s/it, loss=0.646, mat=0.404, sens=2.095, deg=0.010
Ep 002/100 [S1:deg_only]:  29%|▎| 77/264 [01:58<04:47,  1.54s/it, loss=0.457, mat=0.405, sens=0.000, deg=0.028
Ep 002/100 [S1:deg_only]:  30%|▎| 78/264 [01:58<04:44,  1.53s/it, loss=0.457, mat=0.405, sens=0.000, deg=0.028
Ep 002/100 [S1:deg_only]:  30%|▎| 78/264 [02:00<04:44,  1.53s/it, loss=0.870, mat=0.416, sens=2.291, deg=0.016
Ep 002/100 [S1:deg_only]:  30%|▎| 79/264 [02:00<04:41,  1.52s/it, loss=0.870, mat=0.416, sens=2.291, deg=0.016
Ep 002/100 [S1:deg_only]:  30%|▎| 79/264 [02:01<04:41,  1.52s/it, loss=0.640, mat=0.399, sens=0.000, deg=0.021
Ep 002/100 [S1:deg_only]:  30%|▎| 80/264 [02:01<04:39,  1.52s/it, loss=0.640, mat=0.399, sens=0.000, deg=0.021
Ep 002/100 [S1:deg_only]:  30%|▎| 80/264 [02:03<04:39,  1.52s/it, loss=0.450, mat=0.430, sens=1.511, deg=0.010
Ep 002/100 [S1:deg_only]:  31%|▎| 81/264 [02:03<04:37,  1.52s/it, loss=0.450, mat=0.430, sens=1.511, deg=0.010
Ep 002/100 [S1:deg_only]:  31%|▎| 81/264 [02:04<04:37,  1.52s/it, loss=0.387, mat=0.430, sens=0.000, deg=0.010
Ep 002/100 [S1:deg_only]:  31%|▎| 82/264 [02:04<04:35,  1.51s/it, loss=0.387, mat=0.430, sens=0.000, deg=0.010
Ep 002/100 [S1:deg_only]:  31%|▎| 82/264 [02:06<04:35,  1.51s/it, loss=0.458, mat=0.407, sens=0.000, deg=0.012
Ep 002/100 [S1:deg_only]:  31%|▎| 83/264 [02:06<04:34,  1.52s/it, loss=0.458, mat=0.407, sens=0.000, deg=0.012
Ep 002/100 [S1:deg_only]:  31%|▎| 83/264 [02:07<04:34,  1.52s/it, loss=0.421, mat=0.421, sens=1.108, deg=0.008
Ep 002/100 [S1:deg_only]:  32%|▎| 84/264 [02:07<04:32,  1.52s/it, loss=0.421, mat=0.421, sens=1.108, deg=0.008
Ep 002/100 [S1:deg_only]:  32%|▎| 84/264 [02:09<04:32,  1.52s/it, loss=0.396, mat=0.422, sens=1.367, deg=0.011
Ep 002/100 [S1:deg_only]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.396, mat=0.422, sens=1.367, deg=0.011
Ep 002/100 [S1:deg_only]:  32%|▎| 85/264 [02:10<04:31,  1.52s/it, loss=0.553, mat=0.399, sens=1.758, deg=0.019
Ep 002/100 [S1:deg_only]:  33%|▎| 86/264 [02:10<04:29,  1.51s/it, loss=0.553, mat=0.399, sens=1.758, deg=0.019
Ep 002/100 [S1:deg_only]:  33%|▎| 86/264 [02:12<04:29,  1.51s/it, loss=0.832, mat=0.416, sens=0.000, deg=0.006
Ep 002/100 [S1:deg_only]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.832, mat=0.416, sens=0.000, deg=0.006
Ep 002/100 [S1:deg_only]:  33%|▎| 87/264 [02:13<04:27,  1.51s/it, loss=0.792, mat=0.405, sens=1.038, deg=0.013
Ep 002/100 [S1:deg_only]:  33%|▎| 88/264 [02:13<04:25,  1.51s/it, loss=0.792, mat=0.405, sens=1.038, deg=0.013
Ep 002/100 [S1:deg_only]:  33%|▎| 88/264 [02:15<04:25,  1.51s/it, loss=0.385, mat=0.415, sens=1.150, deg=0.016
Ep 002/100 [S1:deg_only]:  34%|▎| 89/264 [02:15<04:28,  1.53s/it, loss=0.385, mat=0.415, sens=1.150, deg=0.016
Ep 002/100 [S1:deg_only]:  34%|▎| 89/264 [02:17<04:28,  1.53s/it, loss=0.468, mat=0.410, sens=0.860, deg=0.013
Ep 002/100 [S1:deg_only]:  34%|▎| 90/264 [02:17<04:25,  1.53s/it, loss=0.468, mat=0.410, sens=0.860, deg=0.013
Ep 002/100 [S1:deg_only]:  34%|▎| 90/264 [02:18<04:25,  1.53s/it, loss=0.621, mat=0.407, sens=0.868, deg=0.011
Ep 002/100 [S1:deg_only]:  34%|▎| 91/264 [02:18<04:23,  1.52s/it, loss=0.621, mat=0.407, sens=0.868, deg=0.011
Ep 002/100 [S1:deg_only]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.354, mat=0.420, sens=0.000, deg=0.011
Ep 002/100 [S1:deg_only]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.354, mat=0.420, sens=0.000, deg=0.011
Ep 002/100 [S1:deg_only]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.336, mat=0.416, sens=1.173, deg=0.010
Ep 002/100 [S1:deg_only]:  35%|▎| 93/264 [02:21<04:19,  1.52s/it, loss=0.336, mat=0.416, sens=1.173, deg=0.010
Ep 002/100 [S1:deg_only]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.264, mat=0.416, sens=0.842, deg=0.015
Ep 002/100 [S1:deg_only]:  36%|▎| 94/264 [02:23<04:17,  1.51s/it, loss=0.264, mat=0.416, sens=0.842, deg=0.015
Ep 002/100 [S1:deg_only]:  36%|▎| 94/264 [02:24<04:17,  1.51s/it, loss=0.658, mat=0.413, sens=0.853, deg=0.003
Ep 002/100 [S1:deg_only]:  36%|▎| 95/264 [02:24<04:15,  1.51s/it, loss=0.658, mat=0.413, sens=0.853, deg=0.003
Ep 002/100 [S1:deg_only]:  36%|▎| 95/264 [02:26<04:15,  1.51s/it, loss=0.655, mat=0.417, sens=0.000, deg=0.003
Ep 002/100 [S1:deg_only]:  36%|▎| 96/264 [02:26<04:13,  1.51s/it, loss=0.655, mat=0.417, sens=0.000, deg=0.003
Ep 002/100 [S1:deg_only]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=0.866, mat=0.404, sens=1.370, deg=0.014
Ep 002/100 [S1:deg_only]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.866, mat=0.404, sens=1.370, deg=0.014
Ep 002/100 [S1:deg_only]:  37%|▎| 97/264 [02:29<04:12,  1.51s/it, loss=0.378, mat=0.395, sens=1.227, deg=0.015
Ep 002/100 [S1:deg_only]:  37%|▎| 98/264 [02:29<04:10,  1.51s/it, loss=0.378, mat=0.395, sens=1.227, deg=0.015
Ep 002/100 [S1:deg_only]:  37%|▎| 98/264 [02:30<04:10,  1.51s/it, loss=0.524, mat=0.405, sens=2.122, deg=0.008
Ep 002/100 [S1:deg_only]:  38%|▍| 99/264 [02:30<04:08,  1.51s/it, loss=0.524, mat=0.405, sens=2.122, deg=0.008
Ep 002/100 [S1:deg_only]:  38%|▍| 99/264 [02:32<04:08,  1.51s/it, loss=0.258, mat=0.419, sens=0.000, deg=0.004
Ep 002/100 [S1:deg_only]:  38%|▍| 100/264 [02:32<04:07,  1.51s/it, loss=0.258, mat=0.419, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  38%|▍| 100/264 [02:33<04:07,  1.51s/it, loss=0.371, mat=0.401, sens=1.574, deg=0.01
Ep 002/100 [S1:deg_only]:  38%|▍| 101/264 [02:33<04:05,  1.51s/it, loss=0.371, mat=0.401, sens=1.574, deg=0.01
Ep 002/100 [S1:deg_only]:  38%|▍| 101/264 [02:35<04:05,  1.51s/it, loss=0.382, mat=0.403, sens=1.421, deg=0.00
Ep 002/100 [S1:deg_only]:  39%|▍| 102/264 [02:35<04:04,  1.51s/it, loss=0.382, mat=0.403, sens=1.421, deg=0.00
Ep 002/100 [S1:deg_only]:  39%|▍| 102/264 [02:36<04:04,  1.51s/it, loss=0.370, mat=0.411, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  39%|▍| 103/264 [02:36<04:03,  1.51s/it, loss=0.370, mat=0.411, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  39%|▍| 103/264 [02:38<04:03,  1.51s/it, loss=0.253, mat=0.394, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  39%|▍| 104/264 [02:38<04:01,  1.51s/it, loss=0.253, mat=0.394, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  39%|▍| 104/264 [02:39<04:01,  1.51s/it, loss=0.188, mat=0.400, sens=0.000, deg=0.02
Ep 002/100 [S1:deg_only]:  40%|▍| 105/264 [02:39<04:00,  1.51s/it, loss=0.188, mat=0.400, sens=0.000, deg=0.02
Ep 002/100 [S1:deg_only]:  40%|▍| 105/264 [02:41<04:00,  1.51s/it, loss=0.449, mat=0.403, sens=0.871, deg=0.01
Ep 002/100 [S1:deg_only]:  40%|▍| 106/264 [02:41<03:58,  1.51s/it, loss=0.449, mat=0.403, sens=0.871, deg=0.01
Ep 002/100 [S1:deg_only]:  40%|▍| 106/264 [02:42<03:58,  1.51s/it, loss=0.476, mat=0.406, sens=1.057, deg=0.00
Ep 002/100 [S1:deg_only]:  41%|▍| 107/264 [02:42<04:00,  1.53s/it, loss=0.476, mat=0.406, sens=1.057, deg=0.00
Ep 002/100 [S1:deg_only]:  41%|▍| 107/264 [02:44<04:00,  1.53s/it, loss=0.915, mat=0.402, sens=1.887, deg=0.01
Ep 002/100 [S1:deg_only]:  41%|▍| 108/264 [02:44<03:57,  1.52s/it, loss=0.915, mat=0.402, sens=1.887, deg=0.01
Ep 002/100 [S1:deg_only]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.563, mat=0.412, sens=1.639, deg=0.00
Ep 002/100 [S1:deg_only]:  41%|▍| 109/264 [02:45<03:55,  1.52s/it, loss=0.563, mat=0.412, sens=1.639, deg=0.00
Ep 002/100 [S1:deg_only]:  41%|▍| 109/264 [02:47<03:55,  1.52s/it, loss=0.563, mat=0.420, sens=1.047, deg=0.00
Ep 002/100 [S1:deg_only]:  42%|▍| 110/264 [02:47<03:53,  1.52s/it, loss=0.563, mat=0.420, sens=1.047, deg=0.00
Ep 002/100 [S1:deg_only]:  42%|▍| 110/264 [02:48<03:53,  1.52s/it, loss=0.400, mat=0.408, sens=1.543, deg=0.00
Ep 002/100 [S1:deg_only]:  42%|▍| 111/264 [02:48<03:51,  1.52s/it, loss=0.400, mat=0.408, sens=1.543, deg=0.00
Ep 002/100 [S1:deg_only]:  42%|▍| 111/264 [02:50<03:51,  1.52s/it, loss=0.483, mat=0.394, sens=1.740, deg=0.01
Ep 002/100 [S1:deg_only]:  42%|▍| 112/264 [02:50<03:50,  1.51s/it, loss=0.483, mat=0.394, sens=1.740, deg=0.01
Ep 002/100 [S1:deg_only]:  42%|▍| 112/264 [02:51<03:50,  1.51s/it, loss=0.712, mat=0.400, sens=0.901, deg=0.02
Ep 002/100 [S1:deg_only]:  43%|▍| 113/264 [02:51<03:48,  1.51s/it, loss=0.712, mat=0.400, sens=0.901, deg=0.02
Ep 002/100 [S1:deg_only]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.497, mat=0.406, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.497, mat=0.406, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.745, mat=0.414, sens=0.825, deg=0.00
Ep 002/100 [S1:deg_only]:  44%|▍| 115/264 [02:54<03:45,  1.51s/it, loss=0.745, mat=0.414, sens=0.825, deg=0.00
Ep 002/100 [S1:deg_only]:  44%|▍| 115/264 [02:56<03:45,  1.51s/it, loss=0.328, mat=0.412, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  44%|▍| 116/264 [02:56<03:43,  1.51s/it, loss=0.328, mat=0.412, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  44%|▍| 116/264 [02:57<03:43,  1.51s/it, loss=0.434, mat=0.418, sens=1.163, deg=0.00
Ep 002/100 [S1:deg_only]:  44%|▍| 117/264 [02:57<03:41,  1.51s/it, loss=0.434, mat=0.418, sens=1.163, deg=0.00
Ep 002/100 [S1:deg_only]:  44%|▍| 117/264 [02:59<03:41,  1.51s/it, loss=0.287, mat=0.422, sens=1.525, deg=0.00
Ep 002/100 [S1:deg_only]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.287, mat=0.422, sens=1.525, deg=0.00
Ep 002/100 [S1:deg_only]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.469, mat=0.412, sens=1.161, deg=0.00
Ep 002/100 [S1:deg_only]:  45%|▍| 119/264 [03:00<03:38,  1.51s/it, loss=0.469, mat=0.412, sens=1.161, deg=0.00
Ep 002/100 [S1:deg_only]:  45%|▍| 119/264 [03:02<03:38,  1.51s/it, loss=1.121, mat=0.409, sens=1.442, deg=0.01
Ep 002/100 [S1:deg_only]:  45%|▍| 120/264 [03:02<03:36,  1.51s/it, loss=1.121, mat=0.409, sens=1.442, deg=0.01
Ep 002/100 [S1:deg_only]:  45%|▍| 120/264 [03:03<03:36,  1.51s/it, loss=0.485, mat=0.415, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  46%|▍| 121/264 [03:03<03:38,  1.53s/it, loss=0.485, mat=0.415, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  46%|▍| 121/264 [03:05<03:38,  1.53s/it, loss=0.371, mat=0.414, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  46%|▍| 122/264 [03:05<03:36,  1.52s/it, loss=0.371, mat=0.414, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  46%|▍| 122/264 [03:06<03:36,  1.52s/it, loss=0.444, mat=0.412, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  47%|▍| 123/264 [03:06<03:33,  1.52s/it, loss=0.444, mat=0.412, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  47%|▍| 123/264 [03:08<03:33,  1.52s/it, loss=0.592, mat=0.409, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.592, mat=0.409, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  47%|▍| 124/264 [03:09<03:31,  1.51s/it, loss=0.934, mat=0.399, sens=0.823, deg=0.00
Ep 002/100 [S1:deg_only]:  47%|▍| 125/264 [03:09<03:30,  1.51s/it, loss=0.934, mat=0.399, sens=0.823, deg=0.00
Ep 002/100 [S1:deg_only]:  47%|▍| 125/264 [03:11<03:30,  1.51s/it, loss=1.015, mat=0.424, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=1.015, mat=0.424, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  48%|▍| 126/264 [03:13<03:28,  1.51s/it, loss=0.574, mat=0.410, sens=0.799, deg=0.00
Ep 002/100 [S1:deg_only]:  48%|▍| 127/264 [03:13<03:27,  1.51s/it, loss=0.574, mat=0.410, sens=0.799, deg=0.00
Ep 002/100 [S1:deg_only]:  48%|▍| 127/264 [03:14<03:27,  1.51s/it, loss=0.490, mat=0.410, sens=2.286, deg=0.01
Ep 002/100 [S1:deg_only]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=0.490, mat=0.410, sens=2.286, deg=0.01
Ep 002/100 [S1:deg_only]:  48%|▍| 128/264 [03:16<03:25,  1.51s/it, loss=0.482, mat=0.416, sens=1.504, deg=0.00
Ep 002/100 [S1:deg_only]:  49%|▍| 129/264 [03:16<03:24,  1.51s/it, loss=0.482, mat=0.416, sens=1.504, deg=0.00
Ep 002/100 [S1:deg_only]:  49%|▍| 129/264 [03:17<03:24,  1.51s/it, loss=0.585, mat=0.411, sens=0.965, deg=0.01
Ep 002/100 [S1:deg_only]:  49%|▍| 130/264 [03:17<03:22,  1.51s/it, loss=0.585, mat=0.411, sens=0.965, deg=0.01
Ep 002/100 [S1:deg_only]:  49%|▍| 130/264 [03:19<03:22,  1.51s/it, loss=0.300, mat=0.398, sens=0.941, deg=0.00
Ep 002/100 [S1:deg_only]:  50%|▍| 131/264 [03:19<03:21,  1.51s/it, loss=0.300, mat=0.398, sens=0.941, deg=0.00
Ep 002/100 [S1:deg_only]:  50%|▍| 131/264 [03:20<03:21,  1.51s/it, loss=0.257, mat=0.403, sens=1.974, deg=0.02
Ep 002/100 [S1:deg_only]:  50%|▌| 132/264 [03:20<03:19,  1.51s/it, loss=0.257, mat=0.403, sens=1.974, deg=0.02
Ep 002/100 [S1:deg_only]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.494, mat=0.415, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  50%|▌| 133/264 [03:22<03:20,  1.53s/it, loss=0.494, mat=0.415, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  50%|▌| 133/264 [03:23<03:20,  1.53s/it, loss=0.536, mat=0.414, sens=0.885, deg=0.01
Ep 002/100 [S1:deg_only]:  51%|▌| 134/264 [03:23<03:18,  1.52s/it, loss=0.536, mat=0.414, sens=0.885, deg=0.01
Ep 002/100 [S1:deg_only]:  51%|▌| 134/264 [03:25<03:18,  1.52s/it, loss=0.430, mat=0.405, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  51%|▌| 135/264 [03:25<03:15,  1.52s/it, loss=0.430, mat=0.405, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  51%|▌| 135/264 [03:26<03:15,  1.52s/it, loss=0.595, mat=0.411, sens=1.366, deg=0.01
Ep 002/100 [S1:deg_only]:  52%|▌| 136/264 [03:26<03:13,  1.51s/it, loss=0.595, mat=0.411, sens=1.366, deg=0.01
Ep 002/100 [S1:deg_only]:  52%|▌| 136/264 [03:28<03:13,  1.51s/it, loss=0.603, mat=0.423, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  52%|▌| 137/264 [03:28<03:12,  1.51s/it, loss=0.603, mat=0.423, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  52%|▌| 137/264 [03:29<03:12,  1.51s/it, loss=0.705, mat=0.402, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  52%|▌| 138/264 [03:29<03:10,  1.51s/it, loss=0.705, mat=0.402, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.241, mat=0.394, sens=1.765, deg=0.01
Ep 002/100 [S1:deg_only]:  53%|▌| 139/264 [03:31<03:08,  1.51s/it, loss=0.241, mat=0.394, sens=1.765, deg=0.01
Ep 002/100 [S1:deg_only]:  53%|▌| 139/264 [03:32<03:08,  1.51s/it, loss=0.596, mat=0.405, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.596, mat=0.405, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.336, mat=0.406, sens=0.908, deg=0.00
Ep 002/100 [S1:deg_only]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.336, mat=0.406, sens=0.908, deg=0.00
Ep 002/100 [S1:deg_only]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.407, mat=0.414, sens=1.323, deg=0.00
Ep 002/100 [S1:deg_only]:  54%|▌| 142/264 [03:35<03:03,  1.51s/it, loss=0.407, mat=0.414, sens=1.323, deg=0.00
Ep 002/100 [S1:deg_only]:  54%|▌| 142/264 [03:37<03:03,  1.51s/it, loss=0.454, mat=0.396, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.454, mat=0.396, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.362, mat=0.416, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  55%|▌| 144/264 [03:38<03:00,  1.51s/it, loss=0.362, mat=0.416, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  55%|▌| 144/264 [03:40<03:00,  1.51s/it, loss=0.509, mat=0.403, sens=0.000, deg=0.02
Ep 002/100 [S1:deg_only]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.509, mat=0.403, sens=0.000, deg=0.02
Ep 002/100 [S1:deg_only]:  55%|▌| 145/264 [03:41<02:59,  1.51s/it, loss=0.373, mat=0.420, sens=0.798, deg=0.01
Ep 002/100 [S1:deg_only]:  55%|▌| 146/264 [03:41<02:57,  1.51s/it, loss=0.373, mat=0.420, sens=0.798, deg=0.01
Ep 002/100 [S1:deg_only]:  55%|▌| 146/264 [03:43<02:57,  1.51s/it, loss=0.269, mat=0.417, sens=1.056, deg=0.00
Ep 002/100 [S1:deg_only]:  56%|▌| 147/264 [03:43<02:56,  1.50s/it, loss=0.269, mat=0.417, sens=1.056, deg=0.00
Ep 002/100 [S1:deg_only]:  56%|▌| 147/264 [03:44<02:56,  1.50s/it, loss=0.723, mat=0.404, sens=1.565, deg=0.02
Ep 002/100 [S1:deg_only]:  56%|▌| 148/264 [03:44<02:54,  1.51s/it, loss=0.723, mat=0.404, sens=1.565, deg=0.02
Ep 002/100 [S1:deg_only]:  56%|▌| 148/264 [03:46<02:54,  1.51s/it, loss=0.732, mat=0.394, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  56%|▌| 149/264 [03:46<02:53,  1.51s/it, loss=0.732, mat=0.394, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.418, mat=0.404, sens=1.591, deg=0.01
Ep 002/100 [S1:deg_only]:  57%|▌| 150/264 [03:47<02:51,  1.51s/it, loss=0.418, mat=0.404, sens=1.591, deg=0.01
Ep 002/100 [S1:deg_only]:  57%|▌| 150/264 [03:49<02:51,  1.51s/it, loss=0.538, mat=0.401, sens=1.390, deg=0.01
Ep 002/100 [S1:deg_only]:  57%|▌| 151/264 [03:49<02:52,  1.53s/it, loss=0.538, mat=0.401, sens=1.390, deg=0.01
Ep 002/100 [S1:deg_only]:  57%|▌| 151/264 [03:50<02:52,  1.53s/it, loss=0.414, mat=0.396, sens=0.981, deg=0.01
Ep 002/100 [S1:deg_only]:  58%|▌| 152/264 [03:50<02:50,  1.52s/it, loss=0.414, mat=0.396, sens=0.981, deg=0.01
Ep 002/100 [S1:deg_only]:  58%|▌| 152/264 [03:52<02:50,  1.52s/it, loss=0.347, mat=0.410, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  58%|▌| 153/264 [03:52<02:48,  1.52s/it, loss=0.347, mat=0.410, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  58%|▌| 153/264 [03:53<02:48,  1.52s/it, loss=0.611, mat=0.421, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  58%|▌| 154/264 [03:53<02:46,  1.51s/it, loss=0.611, mat=0.421, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  58%|▌| 154/264 [03:55<02:46,  1.51s/it, loss=0.432, mat=0.397, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  59%|▌| 155/264 [03:55<02:44,  1.51s/it, loss=0.432, mat=0.397, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.257, mat=0.403, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  59%|▌| 156/264 [03:56<02:42,  1.51s/it, loss=0.257, mat=0.403, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  59%|▌| 156/264 [03:58<02:42,  1.51s/it, loss=0.436, mat=0.407, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  59%|▌| 157/264 [03:58<02:41,  1.50s/it, loss=0.436, mat=0.407, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  59%|▌| 157/264 [03:59<02:41,  1.50s/it, loss=0.440, mat=0.394, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  60%|▌| 158/264 [03:59<02:39,  1.51s/it, loss=0.440, mat=0.394, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  60%|▌| 158/264 [04:01<02:39,  1.51s/it, loss=0.888, mat=0.421, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.888, mat=0.421, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.389, mat=0.403, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  61%|▌| 160/264 [04:02<02:36,  1.51s/it, loss=0.389, mat=0.403, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  61%|▌| 160/264 [04:04<02:36,  1.51s/it, loss=0.465, mat=0.396, sens=0.784, deg=0.01
Ep 002/100 [S1:deg_only]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=0.465, mat=0.396, sens=0.784, deg=0.01
Ep 002/100 [S1:deg_only]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.446, mat=0.413, sens=1.191, deg=0.02
Ep 002/100 [S1:deg_only]:  61%|▌| 162/264 [04:05<02:33,  1.51s/it, loss=0.446, mat=0.413, sens=1.191, deg=0.02
Ep 002/100 [S1:deg_only]:  61%|▌| 162/264 [04:07<02:33,  1.51s/it, loss=0.414, mat=0.404, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  62%|▌| 163/264 [04:07<02:32,  1.51s/it, loss=0.414, mat=0.404, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.256, mat=0.407, sens=1.075, deg=0.01
Ep 002/100 [S1:deg_only]:  62%|▌| 164/264 [04:08<02:30,  1.51s/it, loss=0.256, mat=0.407, sens=1.075, deg=0.01
Ep 002/100 [S1:deg_only]:  62%|▌| 164/264 [04:10<02:30,  1.51s/it, loss=0.571, mat=0.414, sens=2.074, deg=0.00
Ep 002/100 [S1:deg_only]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.571, mat=0.414, sens=2.074, deg=0.00
Ep 002/100 [S1:deg_only]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.457, mat=0.413, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  63%|▋| 166/264 [04:11<02:29,  1.53s/it, loss=0.457, mat=0.413, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  63%|▋| 166/264 [04:13<02:29,  1.53s/it, loss=0.590, mat=0.403, sens=1.054, deg=0.00
Ep 002/100 [S1:deg_only]:  63%|▋| 167/264 [04:13<02:27,  1.53s/it, loss=0.590, mat=0.403, sens=1.054, deg=0.00
Ep 002/100 [S1:deg_only]:  63%|▋| 167/264 [04:15<02:27,  1.53s/it, loss=0.573, mat=0.389, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  64%|▋| 168/264 [04:15<02:26,  1.52s/it, loss=0.573, mat=0.389, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  64%|▋| 168/264 [04:16<02:26,  1.52s/it, loss=0.444, mat=0.391, sens=1.592, deg=0.00
Ep 002/100 [S1:deg_only]:  64%|▋| 169/264 [04:16<02:24,  1.52s/it, loss=0.444, mat=0.391, sens=1.592, deg=0.00
Ep 002/100 [S1:deg_only]:  64%|▋| 169/264 [04:18<02:24,  1.52s/it, loss=0.540, mat=0.406, sens=1.703, deg=0.00
Ep 002/100 [S1:deg_only]:  64%|▋| 170/264 [04:18<02:22,  1.52s/it, loss=0.540, mat=0.406, sens=1.703, deg=0.00
Ep 002/100 [S1:deg_only]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.504, mat=0.391, sens=0.000, deg=0.04
Ep 002/100 [S1:deg_only]:  65%|▋| 171/264 [04:19<02:20,  1.51s/it, loss=0.504, mat=0.391, sens=0.000, deg=0.04
Ep 002/100 [S1:deg_only]:  65%|▋| 171/264 [04:21<02:20,  1.51s/it, loss=0.331, mat=0.396, sens=1.228, deg=0.00
Ep 002/100 [S1:deg_only]:  65%|▋| 172/264 [04:21<02:18,  1.51s/it, loss=0.331, mat=0.396, sens=1.228, deg=0.00
Ep 002/100 [S1:deg_only]:  65%|▋| 172/264 [04:22<02:18,  1.51s/it, loss=0.288, mat=0.407, sens=1.791, deg=0.00
Ep 002/100 [S1:deg_only]:  66%|▋| 173/264 [04:22<02:17,  1.51s/it, loss=0.288, mat=0.407, sens=1.791, deg=0.00
Ep 002/100 [S1:deg_only]:  66%|▋| 173/264 [04:24<02:17,  1.51s/it, loss=0.335, mat=0.416, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  66%|▋| 174/264 [04:24<02:15,  1.51s/it, loss=0.335, mat=0.416, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  66%|▋| 174/264 [04:25<02:15,  1.51s/it, loss=0.321, mat=0.404, sens=0.888, deg=0.01
Ep 002/100 [S1:deg_only]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=0.321, mat=0.404, sens=0.888, deg=0.01
Ep 002/100 [S1:deg_only]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.631, mat=0.411, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  67%|▋| 176/264 [04:27<02:12,  1.51s/it, loss=0.631, mat=0.411, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.383, mat=0.379, sens=1.659, deg=0.01
Ep 002/100 [S1:deg_only]:  67%|▋| 177/264 [04:28<02:11,  1.51s/it, loss=0.383, mat=0.379, sens=1.659, deg=0.01
Ep 002/100 [S1:deg_only]:  67%|▋| 177/264 [04:30<02:11,  1.51s/it, loss=0.934, mat=0.410, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  67%|▋| 178/264 [04:30<02:11,  1.53s/it, loss=0.934, mat=0.410, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  67%|▋| 178/264 [04:31<02:11,  1.53s/it, loss=0.519, mat=0.415, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  68%|▋| 179/264 [04:31<02:09,  1.52s/it, loss=0.519, mat=0.415, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  68%|▋| 179/264 [04:33<02:09,  1.52s/it, loss=0.518, mat=0.404, sens=1.385, deg=0.01
Ep 002/100 [S1:deg_only]:  68%|▋| 180/264 [04:33<02:07,  1.52s/it, loss=0.518, mat=0.404, sens=1.385, deg=0.01
Ep 002/100 [S1:deg_only]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.408, mat=0.418, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  69%|▋| 181/264 [04:34<02:05,  1.52s/it, loss=0.408, mat=0.418, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  69%|▋| 181/264 [04:36<02:05,  1.52s/it, loss=0.648, mat=0.413, sens=1.011, deg=0.01
Ep 002/100 [S1:deg_only]:  69%|▋| 182/264 [04:36<02:04,  1.51s/it, loss=0.648, mat=0.413, sens=1.011, deg=0.01
Ep 002/100 [S1:deg_only]:  69%|▋| 182/264 [04:37<02:04,  1.51s/it, loss=0.363, mat=0.391, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  69%|▋| 183/264 [04:37<02:02,  1.51s/it, loss=0.363, mat=0.391, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  69%|▋| 183/264 [04:39<02:02,  1.51s/it, loss=0.334, mat=0.403, sens=0.940, deg=0.00
Ep 002/100 [S1:deg_only]:  70%|▋| 184/264 [04:39<02:00,  1.51s/it, loss=0.334, mat=0.403, sens=0.940, deg=0.00
Ep 002/100 [S1:deg_only]:  70%|▋| 184/264 [04:40<02:00,  1.51s/it, loss=0.255, mat=0.397, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.255, mat=0.397, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  70%|▋| 185/264 [04:42<01:59,  1.51s/it, loss=0.396, mat=0.405, sens=0.912, deg=0.00
Ep 002/100 [S1:deg_only]:  70%|▋| 186/264 [04:42<01:57,  1.51s/it, loss=0.396, mat=0.405, sens=0.912, deg=0.00
Ep 002/100 [S1:deg_only]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.264, mat=0.411, sens=1.715, deg=0.00
Ep 002/100 [S1:deg_only]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.264, mat=0.411, sens=1.715, deg=0.00
Ep 002/100 [S1:deg_only]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.246, mat=0.410, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.246, mat=0.410, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.367, mat=0.396, sens=1.344, deg=0.00
Ep 002/100 [S1:deg_only]:  72%|▋| 189/264 [04:46<01:52,  1.51s/it, loss=0.367, mat=0.396, sens=1.344, deg=0.00
Ep 002/100 [S1:deg_only]:  72%|▋| 189/264 [04:48<01:52,  1.51s/it, loss=0.441, mat=0.419, sens=1.335, deg=0.00
Ep 002/100 [S1:deg_only]:  72%|▋| 190/264 [04:48<01:51,  1.51s/it, loss=0.441, mat=0.419, sens=1.335, deg=0.00
Ep 002/100 [S1:deg_only]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.243, mat=0.411, sens=2.079, deg=0.00
Ep 002/100 [S1:deg_only]:  72%|▋| 191/264 [04:49<01:50,  1.51s/it, loss=0.243, mat=0.411, sens=2.079, deg=0.00
Ep 002/100 [S1:deg_only]:  72%|▋| 191/264 [04:51<01:50,  1.51s/it, loss=0.226, mat=0.414, sens=1.173, deg=0.00
Ep 002/100 [S1:deg_only]:  73%|▋| 192/264 [04:51<01:48,  1.51s/it, loss=0.226, mat=0.414, sens=1.173, deg=0.00
Ep 002/100 [S1:deg_only]:  73%|▋| 192/264 [04:52<01:48,  1.51s/it, loss=0.147, mat=0.392, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  73%|▋| 193/264 [04:52<01:47,  1.51s/it, loss=0.147, mat=0.392, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  73%|▋| 193/264 [04:54<01:47,  1.51s/it, loss=0.436, mat=0.407, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.436, mat=0.407, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.255, mat=0.415, sens=1.514, deg=0.00
Ep 002/100 [S1:deg_only]:  74%|▋| 195/264 [04:55<01:43,  1.50s/it, loss=0.255, mat=0.415, sens=1.514, deg=0.00
Ep 002/100 [S1:deg_only]:  74%|▋| 195/264 [04:57<01:43,  1.50s/it, loss=0.461, mat=0.417, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  74%|▋| 196/264 [04:57<01:42,  1.50s/it, loss=0.461, mat=0.417, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  74%|▋| 196/264 [04:58<01:42,  1.50s/it, loss=0.278, mat=0.385, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  75%|▋| 197/264 [04:58<01:42,  1.53s/it, loss=0.278, mat=0.385, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  75%|▋| 197/264 [05:00<01:42,  1.53s/it, loss=0.341, mat=0.407, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  75%|▊| 198/264 [05:00<01:40,  1.52s/it, loss=0.341, mat=0.407, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  75%|▊| 198/264 [05:01<01:40,  1.52s/it, loss=0.567, mat=0.412, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  75%|▊| 199/264 [05:01<01:38,  1.52s/it, loss=0.567, mat=0.412, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  75%|▊| 199/264 [05:03<01:38,  1.52s/it, loss=0.240, mat=0.414, sens=1.391, deg=0.00
Ep 002/100 [S1:deg_only]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=0.240, mat=0.414, sens=1.391, deg=0.00
Ep 002/100 [S1:deg_only]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.296, mat=0.395, sens=0.978, deg=0.01
Ep 002/100 [S1:deg_only]:  76%|▊| 201/264 [05:04<01:35,  1.51s/it, loss=0.296, mat=0.395, sens=0.978, deg=0.01
Ep 002/100 [S1:deg_only]:  76%|▊| 201/264 [05:06<01:35,  1.51s/it, loss=0.313, mat=0.413, sens=1.672, deg=0.00
Ep 002/100 [S1:deg_only]:  77%|▊| 202/264 [05:06<01:33,  1.51s/it, loss=0.313, mat=0.413, sens=1.672, deg=0.00
Ep 002/100 [S1:deg_only]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.297, mat=0.404, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  77%|▊| 203/264 [05:07<01:32,  1.51s/it, loss=0.297, mat=0.404, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  77%|▊| 203/264 [05:09<01:32,  1.51s/it, loss=0.692, mat=0.397, sens=0.000, deg=0.02
Ep 002/100 [S1:deg_only]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=0.692, mat=0.397, sens=0.000, deg=0.02
Ep 002/100 [S1:deg_only]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.395, mat=0.400, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  78%|▊| 205/264 [05:10<01:29,  1.51s/it, loss=0.395, mat=0.400, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  78%|▊| 205/264 [05:12<01:29,  1.51s/it, loss=0.420, mat=0.414, sens=0.789, deg=0.00
Ep 002/100 [S1:deg_only]:  78%|▊| 206/264 [05:12<01:27,  1.51s/it, loss=0.420, mat=0.414, sens=0.789, deg=0.00
Ep 002/100 [S1:deg_only]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.273, mat=0.420, sens=1.748, deg=0.00
Ep 002/100 [S1:deg_only]:  78%|▊| 207/264 [05:13<01:26,  1.51s/it, loss=0.273, mat=0.420, sens=1.748, deg=0.00
Ep 002/100 [S1:deg_only]:  78%|▊| 207/264 [05:15<01:26,  1.51s/it, loss=0.309, mat=0.405, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  79%|▊| 208/264 [05:15<01:24,  1.51s/it, loss=0.309, mat=0.405, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.606, mat=0.408, sens=2.119, deg=0.00
Ep 002/100 [S1:deg_only]:  79%|▊| 209/264 [05:16<01:22,  1.51s/it, loss=0.606, mat=0.408, sens=2.119, deg=0.00
Ep 002/100 [S1:deg_only]:  79%|▊| 209/264 [05:18<01:22,  1.51s/it, loss=0.358, mat=0.385, sens=1.459, deg=0.00
Ep 002/100 [S1:deg_only]:  80%|▊| 210/264 [05:18<01:21,  1.51s/it, loss=0.358, mat=0.385, sens=1.459, deg=0.00
Ep 002/100 [S1:deg_only]:  80%|▊| 210/264 [05:20<01:21,  1.51s/it, loss=0.278, mat=0.411, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  80%|▊| 211/264 [05:20<01:21,  1.53s/it, loss=0.278, mat=0.411, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  80%|▊| 211/264 [05:21<01:21,  1.53s/it, loss=0.370, mat=0.421, sens=1.260, deg=0.00
Ep 002/100 [S1:deg_only]:  80%|▊| 212/264 [05:21<01:19,  1.52s/it, loss=0.370, mat=0.421, sens=1.260, deg=0.00
Ep 002/100 [S1:deg_only]:  80%|▊| 212/264 [05:23<01:19,  1.52s/it, loss=0.370, mat=0.402, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  81%|▊| 213/264 [05:23<01:17,  1.52s/it, loss=0.370, mat=0.402, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  81%|▊| 213/264 [05:24<01:17,  1.52s/it, loss=0.559, mat=0.403, sens=0.860, deg=0.00
Ep 002/100 [S1:deg_only]:  81%|▊| 214/264 [05:24<01:15,  1.51s/it, loss=0.559, mat=0.403, sens=0.860, deg=0.00
Ep 002/100 [S1:deg_only]:  81%|▊| 214/264 [05:26<01:15,  1.51s/it, loss=0.201, mat=0.398, sens=1.182, deg=0.00
Ep 002/100 [S1:deg_only]:  81%|▊| 215/264 [05:26<01:14,  1.51s/it, loss=0.201, mat=0.398, sens=1.182, deg=0.00
Ep 002/100 [S1:deg_only]:  81%|▊| 215/264 [05:27<01:14,  1.51s/it, loss=0.497, mat=0.406, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  82%|▊| 216/264 [05:27<01:12,  1.51s/it, loss=0.497, mat=0.406, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  82%|▊| 216/264 [05:29<01:12,  1.51s/it, loss=0.362, mat=0.417, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  82%|▊| 217/264 [05:29<01:10,  1.51s/it, loss=0.362, mat=0.417, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  82%|▊| 217/264 [05:30<01:10,  1.51s/it, loss=0.425, mat=0.409, sens=1.635, deg=0.00
Ep 002/100 [S1:deg_only]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=0.425, mat=0.409, sens=1.635, deg=0.00
Ep 002/100 [S1:deg_only]:  83%|▊| 218/264 [05:32<01:09,  1.51s/it, loss=0.535, mat=0.420, sens=1.278, deg=0.01
Ep 002/100 [S1:deg_only]:  83%|▊| 219/264 [05:32<01:07,  1.51s/it, loss=0.535, mat=0.420, sens=1.278, deg=0.01
Ep 002/100 [S1:deg_only]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.354, mat=0.398, sens=1.395, deg=0.01
Ep 002/100 [S1:deg_only]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.354, mat=0.398, sens=1.395, deg=0.01
Ep 002/100 [S1:deg_only]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.364, mat=0.407, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  84%|▊| 221/264 [05:35<01:04,  1.51s/it, loss=0.364, mat=0.407, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.357, mat=0.399, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  84%|▊| 222/264 [05:36<01:03,  1.51s/it, loss=0.357, mat=0.399, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  84%|▊| 222/264 [05:38<01:03,  1.51s/it, loss=0.407, mat=0.400, sens=2.559, deg=0.00
Ep 002/100 [S1:deg_only]:  84%|▊| 223/264 [05:38<01:02,  1.53s/it, loss=0.407, mat=0.400, sens=2.559, deg=0.00
Ep 002/100 [S1:deg_only]:  84%|▊| 223/264 [05:39<01:02,  1.53s/it, loss=0.479, mat=0.406, sens=1.377, deg=0.00
Ep 002/100 [S1:deg_only]:  85%|▊| 224/264 [05:39<01:00,  1.52s/it, loss=0.479, mat=0.406, sens=1.377, deg=0.00
Ep 002/100 [S1:deg_only]:  85%|▊| 224/264 [05:41<01:00,  1.52s/it, loss=0.304, mat=0.394, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  85%|▊| 225/264 [05:41<00:59,  1.52s/it, loss=0.304, mat=0.394, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  85%|▊| 225/264 [05:42<00:59,  1.52s/it, loss=0.426, mat=0.411, sens=2.960, deg=0.00
Ep 002/100 [S1:deg_only]:  86%|▊| 226/264 [05:42<00:57,  1.51s/it, loss=0.426, mat=0.411, sens=2.960, deg=0.00
Ep 002/100 [S1:deg_only]:  86%|▊| 226/264 [05:44<00:57,  1.51s/it, loss=0.675, mat=0.415, sens=1.250, deg=0.01
Ep 002/100 [S1:deg_only]:  86%|▊| 227/264 [05:44<00:55,  1.51s/it, loss=0.675, mat=0.415, sens=1.250, deg=0.01
Ep 002/100 [S1:deg_only]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.478, mat=0.410, sens=0.000, deg=0.02
Ep 002/100 [S1:deg_only]:  86%|▊| 228/264 [05:45<00:54,  1.51s/it, loss=0.478, mat=0.410, sens=0.000, deg=0.02
Ep 002/100 [S1:deg_only]:  86%|▊| 228/264 [05:47<00:54,  1.51s/it, loss=0.544, mat=0.413, sens=1.463, deg=0.00
Ep 002/100 [S1:deg_only]:  87%|▊| 229/264 [05:47<00:52,  1.51s/it, loss=0.544, mat=0.413, sens=1.463, deg=0.00
Ep 002/100 [S1:deg_only]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=0.360, mat=0.411, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=0.360, mat=0.411, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  87%|▊| 230/264 [05:50<00:51,  1.51s/it, loss=0.436, mat=0.396, sens=0.791, deg=0.00
Ep 002/100 [S1:deg_only]:  88%|▉| 231/264 [05:50<00:49,  1.51s/it, loss=0.436, mat=0.396, sens=0.791, deg=0.00
Ep 002/100 [S1:deg_only]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.399, mat=0.401, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=0.399, mat=0.401, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.214, mat=0.395, sens=1.163, deg=0.01
Ep 002/100 [S1:deg_only]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.214, mat=0.395, sens=1.163, deg=0.01
Ep 002/100 [S1:deg_only]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=0.257, mat=0.410, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  89%|▉| 234/264 [05:54<00:45,  1.51s/it, loss=0.257, mat=0.410, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  89%|▉| 234/264 [05:56<00:45,  1.51s/it, loss=0.220, mat=0.417, sens=1.162, deg=0.00
Ep 002/100 [S1:deg_only]:  89%|▉| 235/264 [05:56<00:43,  1.51s/it, loss=0.220, mat=0.417, sens=1.162, deg=0.00
Ep 002/100 [S1:deg_only]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.261, mat=0.423, sens=1.480, deg=0.00
Ep 002/100 [S1:deg_only]:  89%|▉| 236/264 [05:57<00:42,  1.51s/it, loss=0.261, mat=0.423, sens=1.480, deg=0.00
Ep 002/100 [S1:deg_only]:  89%|▉| 236/264 [05:59<00:42,  1.51s/it, loss=0.331, mat=0.416, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  90%|▉| 237/264 [05:59<00:40,  1.51s/it, loss=0.331, mat=0.416, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  90%|▉| 237/264 [06:00<00:40,  1.51s/it, loss=0.479, mat=0.399, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  90%|▉| 238/264 [06:00<00:39,  1.51s/it, loss=0.479, mat=0.399, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  90%|▉| 238/264 [06:02<00:39,  1.51s/it, loss=0.197, mat=0.412, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  91%|▉| 239/264 [06:02<00:37,  1.51s/it, loss=0.197, mat=0.412, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.350, mat=0.398, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  91%|▉| 240/264 [06:03<00:36,  1.51s/it, loss=0.350, mat=0.398, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  91%|▉| 240/264 [06:05<00:36,  1.51s/it, loss=0.354, mat=0.412, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  91%|▉| 241/264 [06:05<00:35,  1.53s/it, loss=0.354, mat=0.412, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  91%|▉| 241/264 [06:06<00:35,  1.53s/it, loss=0.246, mat=0.405, sens=0.867, deg=0.00
Ep 002/100 [S1:deg_only]:  92%|▉| 242/264 [06:06<00:33,  1.52s/it, loss=0.246, mat=0.405, sens=0.867, deg=0.00
Ep 002/100 [S1:deg_only]:  92%|▉| 242/264 [06:08<00:33,  1.52s/it, loss=0.329, mat=0.416, sens=0.820, deg=0.00
Ep 002/100 [S1:deg_only]:  92%|▉| 243/264 [06:08<00:31,  1.52s/it, loss=0.329, mat=0.416, sens=0.820, deg=0.00
Ep 002/100 [S1:deg_only]:  92%|▉| 243/264 [06:09<00:31,  1.52s/it, loss=0.311, mat=0.420, sens=2.316, deg=0.00
Ep 002/100 [S1:deg_only]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.311, mat=0.420, sens=2.316, deg=0.00
Ep 002/100 [S1:deg_only]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.261, mat=0.412, sens=1.966, deg=0.00
Ep 002/100 [S1:deg_only]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.261, mat=0.412, sens=1.966, deg=0.00
Ep 002/100 [S1:deg_only]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.174, mat=0.407, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  93%|▉| 246/264 [06:12<00:27,  1.51s/it, loss=0.174, mat=0.407, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.390, mat=0.396, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  94%|▉| 247/264 [06:14<00:25,  1.51s/it, loss=0.390, mat=0.396, sens=0.000, deg=0.01
Ep 002/100 [S1:deg_only]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.232, mat=0.411, sens=1.170, deg=0.00
Ep 002/100 [S1:deg_only]:  94%|▉| 248/264 [06:15<00:24,  1.51s/it, loss=0.232, mat=0.411, sens=1.170, deg=0.00
Ep 002/100 [S1:deg_only]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.289, mat=0.405, sens=1.530, deg=0.01
Ep 002/100 [S1:deg_only]:  94%|▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.289, mat=0.405, sens=1.530, deg=0.01
Ep 002/100 [S1:deg_only]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.265, mat=0.422, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  95%|▉| 250/264 [06:18<00:21,  1.51s/it, loss=0.265, mat=0.422, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.560, mat=0.403, sens=1.398, deg=0.03
Ep 002/100 [S1:deg_only]:  95%|▉| 251/264 [06:20<00:19,  1.51s/it, loss=0.560, mat=0.403, sens=1.398, deg=0.03
Ep 002/100 [S1:deg_only]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.263, mat=0.408, sens=1.333, deg=0.00
Ep 002/100 [S1:deg_only]:  95%|▉| 252/264 [06:21<00:18,  1.51s/it, loss=0.263, mat=0.408, sens=1.333, deg=0.00
Ep 002/100 [S1:deg_only]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.519, mat=0.402, sens=0.897, deg=0.01
Ep 002/100 [S1:deg_only]:  96%|▉| 253/264 [06:23<00:16,  1.51s/it, loss=0.519, mat=0.402, sens=0.897, deg=0.01
Ep 002/100 [S1:deg_only]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.242, mat=0.419, sens=1.968, deg=0.01
Ep 002/100 [S1:deg_only]:  96%|▉| 254/264 [06:24<00:15,  1.51s/it, loss=0.242, mat=0.419, sens=1.968, deg=0.01
Ep 002/100 [S1:deg_only]:  96%|▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.428, mat=0.388, sens=1.397, deg=0.01
Ep 002/100 [S1:deg_only]:  97%|▉| 255/264 [06:26<00:13,  1.51s/it, loss=0.428, mat=0.388, sens=1.397, deg=0.01
Ep 002/100 [S1:deg_only]:  97%|▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.426, mat=0.395, sens=1.375, deg=0.01
Ep 002/100 [S1:deg_only]:  97%|▉| 256/264 [06:28<00:12,  1.53s/it, loss=0.426, mat=0.395, sens=1.375, deg=0.01
Ep 002/100 [S1:deg_only]:  97%|▉| 256/264 [06:29<00:12,  1.53s/it, loss=0.227, mat=0.422, sens=0.965, deg=0.00
Ep 002/100 [S1:deg_only]:  97%|▉| 257/264 [06:29<00:10,  1.52s/it, loss=0.227, mat=0.422, sens=0.965, deg=0.00
Ep 002/100 [S1:deg_only]:  97%|▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.114, mat=0.411, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  98%|▉| 258/264 [06:31<00:09,  1.52s/it, loss=0.114, mat=0.411, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.326, mat=0.402, sens=1.909, deg=0.00
Ep 002/100 [S1:deg_only]:  98%|▉| 259/264 [06:32<00:07,  1.51s/it, loss=0.326, mat=0.402, sens=1.909, deg=0.00
Ep 002/100 [S1:deg_only]:  98%|▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.375, mat=0.401, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  98%|▉| 260/264 [06:34<00:06,  1.51s/it, loss=0.375, mat=0.401, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.223, mat=0.412, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  99%|▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.223, mat=0.412, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]:  99%|▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.171, mat=0.411, sens=1.848, deg=0.00
Ep 002/100 [S1:deg_only]:  99%|▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.171, mat=0.411, sens=1.848, deg=0.00
Ep 002/100 [S1:deg_only]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.282, mat=0.404, sens=1.088, deg=0.00
Ep 002/100 [S1:deg_only]: 100%|▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.282, mat=0.404, sens=1.088, deg=0.00
Ep 002/100 [S1:deg_only]: 100%|▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.418, mat=0.408, sens=0.000, deg=0.00
Ep 002/100 [S1:deg_only]: 100%|█| 264/264 [06:40<00:00,  1.51s/it, loss=0.418, mat=0.408, sens=0.000, deg=0.00
                                                                                                              
Epoch 002/100 [S1:deg_only]  loss=0.4799  mat=0.4081  sens=0.7525  deg=0.0114  orth=0.4685  α=0.0 β=0.0 γ=1.0  400s

Ep 003/100 [S1:deg_only]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 003/100 [S1:deg_only]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.242, mat=0.417, sens=0.000, deg=0.007]
Ep 003/100 [S1:deg_only]:   0%| | 1/264 [00:02<08:47,  2.01s/it, loss=0.242, mat=0.417, sens=0.000, deg=0.007]
Ep 003/100 [S1:deg_only]:   0%| | 1/264 [00:03<08:47,  2.01s/it, loss=0.469, mat=0.412, sens=0.884, deg=0.001]
Ep 003/100 [S1:deg_only]:   1%| | 2/264 [00:03<07:29,  1.71s/it, loss=0.469, mat=0.412, sens=0.884, deg=0.001]
Ep 003/100 [S1:deg_only]:   1%| | 2/264 [00:05<07:29,  1.71s/it, loss=0.195, mat=0.410, sens=1.152, deg=0.007]
Ep 003/100 [S1:deg_only]:   1%| | 3/264 [00:05<07:02,  1.62s/it, loss=0.195, mat=0.410, sens=1.152, deg=0.007]
Ep 003/100 [S1:deg_only]:   1%| | 3/264 [00:06<07:02,  1.62s/it, loss=0.231, mat=0.398, sens=0.000, deg=0.001]
Ep 003/100 [S1:deg_only]:   2%| | 4/264 [00:06<06:50,  1.58s/it, loss=0.231, mat=0.398, sens=0.000, deg=0.001]
Ep 003/100 [S1:deg_only]:   2%| | 4/264 [00:08<06:50,  1.58s/it, loss=0.246, mat=0.405, sens=2.182, deg=0.004]
Ep 003/100 [S1:deg_only]:   2%| | 5/264 [00:08<06:41,  1.55s/it, loss=0.246, mat=0.405, sens=2.182, deg=0.004]
Ep 003/100 [S1:deg_only]:   2%| | 5/264 [00:09<06:41,  1.55s/it, loss=0.186, mat=0.411, sens=0.853, deg=0.003]
Ep 003/100 [S1:deg_only]:   2%| | 6/264 [00:09<06:36,  1.54s/it, loss=0.186, mat=0.411, sens=0.853, deg=0.003]
Ep 003/100 [S1:deg_only]:   2%| | 6/264 [00:11<06:36,  1.54s/it, loss=0.264, mat=0.419, sens=1.347, deg=0.004]
Ep 003/100 [S1:deg_only]:   3%| | 7/264 [00:11<06:31,  1.53s/it, loss=0.264, mat=0.419, sens=1.347, deg=0.004]
Ep 003/100 [S1:deg_only]:   3%| | 7/264 [00:12<06:31,  1.53s/it, loss=0.139, mat=0.404, sens=0.000, deg=0.005]
Ep 003/100 [S1:deg_only]:   3%| | 8/264 [00:12<06:28,  1.52s/it, loss=0.139, mat=0.404, sens=0.000, deg=0.005]
Ep 003/100 [S1:deg_only]:   3%| | 8/264 [00:14<06:28,  1.52s/it, loss=0.091, mat=0.394, sens=0.000, deg=0.002]
Ep 003/100 [S1:deg_only]:   3%| | 9/264 [00:14<06:25,  1.51s/it, loss=0.091, mat=0.394, sens=0.000, deg=0.002]
Ep 003/100 [S1:deg_only]:   3%| | 9/264 [00:15<06:25,  1.51s/it, loss=0.211, mat=0.413, sens=1.090, deg=0.004]
Ep 003/100 [S1:deg_only]:   4%| | 10/264 [00:15<06:22,  1.51s/it, loss=0.211, mat=0.413, sens=1.090, deg=0.004
Ep 003/100 [S1:deg_only]:   4%| | 10/264 [00:17<06:22,  1.51s/it, loss=0.115, mat=0.399, sens=1.710, deg=0.003
Ep 003/100 [S1:deg_only]:   4%| | 11/264 [00:17<06:21,  1.51s/it, loss=0.115, mat=0.399, sens=1.710, deg=0.003
Ep 003/100 [S1:deg_only]:   4%| | 11/264 [00:18<06:21,  1.51s/it, loss=0.368, mat=0.400, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:   5%| | 12/264 [00:18<06:19,  1.50s/it, loss=0.368, mat=0.400, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:   5%| | 12/264 [00:20<06:19,  1.50s/it, loss=0.221, mat=0.402, sens=0.803, deg=0.002
Ep 003/100 [S1:deg_only]:   5%| | 13/264 [00:20<06:17,  1.50s/it, loss=0.221, mat=0.402, sens=0.803, deg=0.002
Ep 003/100 [S1:deg_only]:   5%| | 13/264 [00:21<06:17,  1.50s/it, loss=0.277, mat=0.413, sens=1.020, deg=0.001
Ep 003/100 [S1:deg_only]:   5%| | 14/264 [00:21<06:16,  1.51s/it, loss=0.277, mat=0.413, sens=1.020, deg=0.001
Ep 003/100 [S1:deg_only]:   5%| | 14/264 [00:23<06:16,  1.51s/it, loss=0.232, mat=0.402, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:   6%| | 15/264 [00:23<06:15,  1.51s/it, loss=0.232, mat=0.402, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:   6%| | 15/264 [00:24<06:15,  1.51s/it, loss=0.093, mat=0.400, sens=0.000, deg=0.007
Ep 003/100 [S1:deg_only]:   6%| | 16/264 [00:24<06:13,  1.51s/it, loss=0.093, mat=0.400, sens=0.000, deg=0.007
Ep 003/100 [S1:deg_only]:   6%| | 16/264 [00:26<06:13,  1.51s/it, loss=0.131, mat=0.402, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:   6%| | 17/264 [00:26<06:11,  1.50s/it, loss=0.131, mat=0.402, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:   6%| | 17/264 [00:27<06:11,  1.50s/it, loss=0.322, mat=0.408, sens=0.830, deg=0.001
Ep 003/100 [S1:deg_only]:   7%| | 18/264 [00:27<06:10,  1.50s/it, loss=0.322, mat=0.408, sens=0.830, deg=0.001
Ep 003/100 [S1:deg_only]:   7%| | 18/264 [00:29<06:10,  1.50s/it, loss=0.184, mat=0.399, sens=1.039, deg=0.003
Ep 003/100 [S1:deg_only]:   7%| | 19/264 [00:29<06:08,  1.50s/it, loss=0.184, mat=0.399, sens=1.039, deg=0.003
Ep 003/100 [S1:deg_only]:   7%| | 19/264 [00:30<06:08,  1.50s/it, loss=0.161, mat=0.402, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:   8%| | 20/264 [00:30<06:06,  1.50s/it, loss=0.161, mat=0.402, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:   8%| | 20/264 [00:32<06:06,  1.50s/it, loss=0.209, mat=0.406, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:   8%| | 21/264 [00:32<06:05,  1.50s/it, loss=0.209, mat=0.406, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:   8%| | 21/264 [00:33<06:05,  1.50s/it, loss=0.114, mat=0.408, sens=0.000, deg=0.006
Ep 003/100 [S1:deg_only]:   8%| | 22/264 [00:33<06:09,  1.53s/it, loss=0.114, mat=0.408, sens=0.000, deg=0.006
Ep 003/100 [S1:deg_only]:   8%| | 22/264 [00:35<06:09,  1.53s/it, loss=0.146, mat=0.395, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:   9%| | 23/264 [00:35<06:05,  1.52s/it, loss=0.146, mat=0.395, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:   9%| | 23/264 [00:36<06:05,  1.52s/it, loss=0.366, mat=0.398, sens=0.000, deg=0.009
Ep 003/100 [S1:deg_only]:   9%| | 24/264 [00:36<06:03,  1.51s/it, loss=0.366, mat=0.398, sens=0.000, deg=0.009
Ep 003/100 [S1:deg_only]:   9%| | 24/264 [00:38<06:03,  1.51s/it, loss=0.366, mat=0.400, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:   9%| | 25/264 [00:38<06:01,  1.51s/it, loss=0.366, mat=0.400, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:   9%| | 25/264 [00:39<06:01,  1.51s/it, loss=0.531, mat=0.418, sens=1.940, deg=0.003
Ep 003/100 [S1:deg_only]:  10%| | 26/264 [00:39<05:59,  1.51s/it, loss=0.531, mat=0.418, sens=1.940, deg=0.003
Ep 003/100 [S1:deg_only]:  10%| | 26/264 [00:41<05:59,  1.51s/it, loss=0.122, mat=0.402, sens=1.109, deg=0.002
Ep 003/100 [S1:deg_only]:  10%| | 27/264 [00:41<05:58,  1.51s/it, loss=0.122, mat=0.402, sens=1.109, deg=0.002
Ep 003/100 [S1:deg_only]:  10%| | 27/264 [00:42<05:58,  1.51s/it, loss=0.244, mat=0.409, sens=2.704, deg=0.001
Ep 003/100 [S1:deg_only]:  11%| | 28/264 [00:42<05:56,  1.51s/it, loss=0.244, mat=0.409, sens=2.704, deg=0.001
Ep 003/100 [S1:deg_only]:  11%| | 28/264 [00:44<05:56,  1.51s/it, loss=0.253, mat=0.417, sens=0.000, deg=0.004
Ep 003/100 [S1:deg_only]:  11%| | 29/264 [00:44<05:54,  1.51s/it, loss=0.253, mat=0.417, sens=0.000, deg=0.004
Ep 003/100 [S1:deg_only]:  11%| | 29/264 [00:45<05:54,  1.51s/it, loss=0.175, mat=0.395, sens=0.000, deg=0.005
Ep 003/100 [S1:deg_only]:  11%| | 30/264 [00:45<05:52,  1.51s/it, loss=0.175, mat=0.395, sens=0.000, deg=0.005
Ep 003/100 [S1:deg_only]:  11%| | 30/264 [00:47<05:52,  1.51s/it, loss=0.353, mat=0.410, sens=0.794, deg=0.005
Ep 003/100 [S1:deg_only]:  12%| | 31/264 [00:47<05:50,  1.51s/it, loss=0.353, mat=0.410, sens=0.794, deg=0.005
Ep 003/100 [S1:deg_only]:  12%| | 31/264 [00:48<05:50,  1.51s/it, loss=0.188, mat=0.409, sens=0.000, deg=0.005
Ep 003/100 [S1:deg_only]:  12%| | 32/264 [00:48<05:49,  1.51s/it, loss=0.188, mat=0.409, sens=0.000, deg=0.005
Ep 003/100 [S1:deg_only]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=0.342, mat=0.410, sens=0.940, deg=0.007
Ep 003/100 [S1:deg_only]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.342, mat=0.410, sens=0.940, deg=0.007
Ep 003/100 [S1:deg_only]:  12%|▏| 33/264 [00:51<05:48,  1.51s/it, loss=0.426, mat=0.409, sens=1.490, deg=0.003
Ep 003/100 [S1:deg_only]:  13%|▏| 34/264 [00:51<05:46,  1.51s/it, loss=0.426, mat=0.409, sens=1.490, deg=0.003
Ep 003/100 [S1:deg_only]:  13%|▏| 34/264 [00:53<05:46,  1.51s/it, loss=0.222, mat=0.409, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  13%|▏| 35/264 [00:53<05:45,  1.51s/it, loss=0.222, mat=0.409, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  13%|▏| 35/264 [00:54<05:45,  1.51s/it, loss=0.132, mat=0.390, sens=1.773, deg=0.004
Ep 003/100 [S1:deg_only]:  14%|▏| 36/264 [00:54<05:49,  1.53s/it, loss=0.132, mat=0.390, sens=1.773, deg=0.004
Ep 003/100 [S1:deg_only]:  14%|▏| 36/264 [00:56<05:49,  1.53s/it, loss=0.231, mat=0.394, sens=0.000, deg=0.007
Ep 003/100 [S1:deg_only]:  14%|▏| 37/264 [00:56<05:46,  1.52s/it, loss=0.231, mat=0.394, sens=0.000, deg=0.007
Ep 003/100 [S1:deg_only]:  14%|▏| 37/264 [00:57<05:46,  1.52s/it, loss=0.307, mat=0.408, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  14%|▏| 38/264 [00:57<05:43,  1.52s/it, loss=0.307, mat=0.408, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  14%|▏| 38/264 [00:59<05:43,  1.52s/it, loss=0.559, mat=0.394, sens=0.950, deg=0.002
Ep 003/100 [S1:deg_only]:  15%|▏| 39/264 [00:59<05:41,  1.52s/it, loss=0.559, mat=0.394, sens=0.950, deg=0.002
Ep 003/100 [S1:deg_only]:  15%|▏| 39/264 [01:00<05:41,  1.52s/it, loss=0.175, mat=0.408, sens=0.000, deg=0.004
Ep 003/100 [S1:deg_only]:  15%|▏| 40/264 [01:00<05:39,  1.51s/it, loss=0.175, mat=0.408, sens=0.000, deg=0.004
Ep 003/100 [S1:deg_only]:  15%|▏| 40/264 [01:02<05:39,  1.51s/it, loss=0.199, mat=0.400, sens=1.184, deg=0.002
Ep 003/100 [S1:deg_only]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.199, mat=0.400, sens=1.184, deg=0.002
Ep 003/100 [S1:deg_only]:  16%|▏| 41/264 [01:03<05:37,  1.51s/it, loss=0.230, mat=0.408, sens=1.555, deg=0.007
Ep 003/100 [S1:deg_only]:  16%|▏| 42/264 [01:03<05:35,  1.51s/it, loss=0.230, mat=0.408, sens=1.555, deg=0.007
Ep 003/100 [S1:deg_only]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.375, mat=0.415, sens=1.005, deg=0.007
Ep 003/100 [S1:deg_only]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.375, mat=0.415, sens=1.005, deg=0.007
Ep 003/100 [S1:deg_only]:  16%|▏| 43/264 [01:06<05:34,  1.51s/it, loss=0.334, mat=0.412, sens=2.002, deg=0.002
Ep 003/100 [S1:deg_only]:  17%|▏| 44/264 [01:06<05:32,  1.51s/it, loss=0.334, mat=0.412, sens=2.002, deg=0.002
Ep 003/100 [S1:deg_only]:  17%|▏| 44/264 [01:08<05:32,  1.51s/it, loss=0.287, mat=0.417, sens=2.800, deg=0.002
Ep 003/100 [S1:deg_only]:  17%|▏| 45/264 [01:08<05:30,  1.51s/it, loss=0.287, mat=0.417, sens=2.800, deg=0.002
Ep 003/100 [S1:deg_only]:  17%|▏| 45/264 [01:09<05:30,  1.51s/it, loss=0.165, mat=0.413, sens=1.111, deg=0.002
Ep 003/100 [S1:deg_only]:  17%|▏| 46/264 [01:09<05:28,  1.51s/it, loss=0.165, mat=0.413, sens=1.111, deg=0.002
Ep 003/100 [S1:deg_only]:  17%|▏| 46/264 [01:11<05:28,  1.51s/it, loss=0.155, mat=0.405, sens=1.705, deg=0.001
Ep 003/100 [S1:deg_only]:  18%|▏| 47/264 [01:11<05:27,  1.51s/it, loss=0.155, mat=0.405, sens=1.705, deg=0.001
Ep 003/100 [S1:deg_only]:  18%|▏| 47/264 [01:12<05:27,  1.51s/it, loss=0.438, mat=0.403, sens=1.531, deg=0.002
Ep 003/100 [S1:deg_only]:  18%|▏| 48/264 [01:12<05:30,  1.53s/it, loss=0.438, mat=0.403, sens=1.531, deg=0.002
Ep 003/100 [S1:deg_only]:  18%|▏| 48/264 [01:14<05:30,  1.53s/it, loss=0.183, mat=0.404, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  19%|▏| 49/264 [01:14<05:26,  1.52s/it, loss=0.183, mat=0.404, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  19%|▏| 49/264 [01:16<05:26,  1.52s/it, loss=0.277, mat=0.409, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  19%|▏| 50/264 [01:16<05:24,  1.51s/it, loss=0.277, mat=0.409, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  19%|▏| 50/264 [01:17<05:24,  1.51s/it, loss=0.552, mat=0.424, sens=0.982, deg=0.001
Ep 003/100 [S1:deg_only]:  19%|▏| 51/264 [01:17<05:22,  1.51s/it, loss=0.552, mat=0.424, sens=0.982, deg=0.001
Ep 003/100 [S1:deg_only]:  19%|▏| 51/264 [01:19<05:22,  1.51s/it, loss=0.264, mat=0.413, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=0.264, mat=0.413, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.204, mat=0.410, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:  20%|▏| 53/264 [01:20<05:18,  1.51s/it, loss=0.204, mat=0.410, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:  20%|▏| 53/264 [01:22<05:18,  1.51s/it, loss=0.280, mat=0.408, sens=1.054, deg=0.003
Ep 003/100 [S1:deg_only]:  20%|▏| 54/264 [01:22<05:16,  1.51s/it, loss=0.280, mat=0.408, sens=1.054, deg=0.003
Ep 003/100 [S1:deg_only]:  20%|▏| 54/264 [01:23<05:16,  1.51s/it, loss=0.126, mat=0.404, sens=0.000, deg=0.006
Ep 003/100 [S1:deg_only]:  21%|▏| 55/264 [01:23<05:15,  1.51s/it, loss=0.126, mat=0.404, sens=0.000, deg=0.006
Ep 003/100 [S1:deg_only]:  21%|▏| 55/264 [01:25<05:15,  1.51s/it, loss=0.163, mat=0.403, sens=1.703, deg=0.003
Ep 003/100 [S1:deg_only]:  21%|▏| 56/264 [01:25<05:13,  1.51s/it, loss=0.163, mat=0.403, sens=1.703, deg=0.003
Ep 003/100 [S1:deg_only]:  21%|▏| 56/264 [01:26<05:13,  1.51s/it, loss=0.138, mat=0.398, sens=0.844, deg=0.005
Ep 003/100 [S1:deg_only]:  22%|▏| 57/264 [01:26<05:12,  1.51s/it, loss=0.138, mat=0.398, sens=0.844, deg=0.005
Ep 003/100 [S1:deg_only]:  22%|▏| 57/264 [01:28<05:12,  1.51s/it, loss=0.132, mat=0.402, sens=1.017, deg=0.002
Ep 003/100 [S1:deg_only]:  22%|▏| 58/264 [01:28<05:10,  1.51s/it, loss=0.132, mat=0.402, sens=1.017, deg=0.002
Ep 003/100 [S1:deg_only]:  22%|▏| 58/264 [01:29<05:10,  1.51s/it, loss=0.211, mat=0.390, sens=0.792, deg=0.004
Ep 003/100 [S1:deg_only]:  22%|▏| 59/264 [01:29<05:08,  1.50s/it, loss=0.211, mat=0.390, sens=0.792, deg=0.004
Ep 003/100 [S1:deg_only]:  22%|▏| 59/264 [01:31<05:08,  1.50s/it, loss=0.148, mat=0.409, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  23%|▏| 60/264 [01:31<05:06,  1.50s/it, loss=0.148, mat=0.409, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  23%|▏| 60/264 [01:32<05:06,  1.50s/it, loss=0.069, mat=0.396, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  23%|▏| 61/264 [01:32<05:04,  1.50s/it, loss=0.069, mat=0.396, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  23%|▏| 61/264 [01:34<05:04,  1.50s/it, loss=0.125, mat=0.407, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:  23%|▏| 62/264 [01:34<05:03,  1.50s/it, loss=0.125, mat=0.407, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:  23%|▏| 62/264 [01:35<05:03,  1.50s/it, loss=0.119, mat=0.406, sens=2.788, deg=0.002
Ep 003/100 [S1:deg_only]:  24%|▏| 63/264 [01:35<05:01,  1.50s/it, loss=0.119, mat=0.406, sens=2.788, deg=0.002
Ep 003/100 [S1:deg_only]:  24%|▏| 63/264 [01:37<05:01,  1.50s/it, loss=0.199, mat=0.401, sens=0.000, deg=0.007
Ep 003/100 [S1:deg_only]:  24%|▏| 64/264 [01:37<05:00,  1.50s/it, loss=0.199, mat=0.401, sens=0.000, deg=0.007
Ep 003/100 [S1:deg_only]:  24%|▏| 64/264 [01:38<05:00,  1.50s/it, loss=0.139, mat=0.425, sens=1.398, deg=0.001
Ep 003/100 [S1:deg_only]:  25%|▏| 65/264 [01:38<04:59,  1.50s/it, loss=0.139, mat=0.425, sens=1.398, deg=0.001
Ep 003/100 [S1:deg_only]:  25%|▏| 65/264 [01:40<04:59,  1.50s/it, loss=0.288, mat=0.402, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:  25%|▎| 66/264 [01:40<05:02,  1.53s/it, loss=0.288, mat=0.402, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:  25%|▎| 66/264 [01:41<05:02,  1.53s/it, loss=0.437, mat=0.405, sens=1.947, deg=0.004
Ep 003/100 [S1:deg_only]:  25%|▎| 67/264 [01:41<04:59,  1.52s/it, loss=0.437, mat=0.405, sens=1.947, deg=0.004
Ep 003/100 [S1:deg_only]:  25%|▎| 67/264 [01:43<04:59,  1.52s/it, loss=0.335, mat=0.411, sens=2.850, deg=0.003
Ep 003/100 [S1:deg_only]:  26%|▎| 68/264 [01:43<04:57,  1.52s/it, loss=0.335, mat=0.411, sens=2.850, deg=0.003
Ep 003/100 [S1:deg_only]:  26%|▎| 68/264 [01:44<04:57,  1.52s/it, loss=0.333, mat=0.411, sens=0.000, deg=0.007
Ep 003/100 [S1:deg_only]:  26%|▎| 69/264 [01:44<04:54,  1.51s/it, loss=0.333, mat=0.411, sens=0.000, deg=0.007
Ep 003/100 [S1:deg_only]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.334, mat=0.402, sens=1.823, deg=0.003
Ep 003/100 [S1:deg_only]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.334, mat=0.402, sens=1.823, deg=0.003
Ep 003/100 [S1:deg_only]:  27%|▎| 70/264 [01:47<04:52,  1.51s/it, loss=0.280, mat=0.401, sens=0.983, deg=0.003
Ep 003/100 [S1:deg_only]:  27%|▎| 71/264 [01:47<04:51,  1.51s/it, loss=0.280, mat=0.401, sens=0.983, deg=0.003
Ep 003/100 [S1:deg_only]:  27%|▎| 71/264 [01:49<04:51,  1.51s/it, loss=0.145, mat=0.411, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  27%|▎| 72/264 [01:49<04:49,  1.51s/it, loss=0.145, mat=0.411, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  27%|▎| 72/264 [01:50<04:49,  1.51s/it, loss=0.111, mat=0.406, sens=1.247, deg=0.002
Ep 003/100 [S1:deg_only]:  28%|▎| 73/264 [01:50<04:47,  1.50s/it, loss=0.111, mat=0.406, sens=1.247, deg=0.002
Ep 003/100 [S1:deg_only]:  28%|▎| 73/264 [01:52<04:47,  1.50s/it, loss=0.224, mat=0.406, sens=0.000, deg=0.008
Ep 003/100 [S1:deg_only]:  28%|▎| 74/264 [01:52<04:45,  1.50s/it, loss=0.224, mat=0.406, sens=0.000, deg=0.008
Ep 003/100 [S1:deg_only]:  28%|▎| 74/264 [01:53<04:45,  1.50s/it, loss=0.272, mat=0.406, sens=0.804, deg=0.005
Ep 003/100 [S1:deg_only]:  28%|▎| 75/264 [01:53<04:44,  1.51s/it, loss=0.272, mat=0.406, sens=0.804, deg=0.005
Ep 003/100 [S1:deg_only]:  28%|▎| 75/264 [01:55<04:44,  1.51s/it, loss=0.160, mat=0.392, sens=0.000, deg=0.006
Ep 003/100 [S1:deg_only]:  29%|▎| 76/264 [01:55<04:43,  1.51s/it, loss=0.160, mat=0.392, sens=0.000, deg=0.006
Ep 003/100 [S1:deg_only]:  29%|▎| 76/264 [01:56<04:43,  1.51s/it, loss=0.398, mat=0.409, sens=1.757, deg=0.002
Ep 003/100 [S1:deg_only]:  29%|▎| 77/264 [01:56<04:41,  1.51s/it, loss=0.398, mat=0.409, sens=1.757, deg=0.002
Ep 003/100 [S1:deg_only]:  29%|▎| 77/264 [01:58<04:41,  1.51s/it, loss=0.122, mat=0.404, sens=0.798, deg=0.005
Ep 003/100 [S1:deg_only]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=0.122, mat=0.404, sens=0.798, deg=0.005
Ep 003/100 [S1:deg_only]:  30%|▎| 78/264 [01:59<04:40,  1.51s/it, loss=0.134, mat=0.399, sens=1.768, deg=0.010
Ep 003/100 [S1:deg_only]:  30%|▎| 79/264 [01:59<04:38,  1.50s/it, loss=0.134, mat=0.399, sens=1.768, deg=0.010
Ep 003/100 [S1:deg_only]:  30%|▎| 79/264 [02:01<04:38,  1.50s/it, loss=0.180, mat=0.410, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:  30%|▎| 80/264 [02:01<04:36,  1.51s/it, loss=0.180, mat=0.410, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:  30%|▎| 80/264 [02:02<04:36,  1.51s/it, loss=0.392, mat=0.404, sens=0.826, deg=0.002
Ep 003/100 [S1:deg_only]:  31%|▎| 81/264 [02:02<04:39,  1.53s/it, loss=0.392, mat=0.404, sens=0.826, deg=0.002
Ep 003/100 [S1:deg_only]:  31%|▎| 81/264 [02:04<04:39,  1.53s/it, loss=0.108, mat=0.405, sens=1.687, deg=0.001
Ep 003/100 [S1:deg_only]:  31%|▎| 82/264 [02:04<04:37,  1.52s/it, loss=0.108, mat=0.405, sens=1.687, deg=0.001
Ep 003/100 [S1:deg_only]:  31%|▎| 82/264 [02:05<04:37,  1.52s/it, loss=0.065, mat=0.408, sens=0.783, deg=0.002
Ep 003/100 [S1:deg_only]:  31%|▎| 83/264 [02:05<04:34,  1.52s/it, loss=0.065, mat=0.408, sens=0.783, deg=0.002
Ep 003/100 [S1:deg_only]:  31%|▎| 83/264 [02:07<04:34,  1.52s/it, loss=0.144, mat=0.398, sens=1.093, deg=0.006
Ep 003/100 [S1:deg_only]:  32%|▎| 84/264 [02:07<04:32,  1.51s/it, loss=0.144, mat=0.398, sens=1.093, deg=0.006
Ep 003/100 [S1:deg_only]:  32%|▎| 84/264 [02:08<04:32,  1.51s/it, loss=0.452, mat=0.422, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  32%|▎| 85/264 [02:08<04:30,  1.51s/it, loss=0.452, mat=0.422, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=0.148, mat=0.398, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.148, mat=0.398, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:  33%|▎| 86/264 [02:11<04:28,  1.51s/it, loss=0.326, mat=0.408, sens=0.892, deg=0.003
Ep 003/100 [S1:deg_only]:  33%|▎| 87/264 [02:11<04:27,  1.51s/it, loss=0.326, mat=0.408, sens=0.892, deg=0.003
Ep 003/100 [S1:deg_only]:  33%|▎| 87/264 [02:13<04:27,  1.51s/it, loss=0.184, mat=0.405, sens=1.574, deg=0.002
Ep 003/100 [S1:deg_only]:  33%|▎| 88/264 [02:13<04:25,  1.51s/it, loss=0.184, mat=0.405, sens=1.574, deg=0.002
Ep 003/100 [S1:deg_only]:  33%|▎| 88/264 [02:14<04:25,  1.51s/it, loss=0.192, mat=0.403, sens=1.880, deg=0.004
Ep 003/100 [S1:deg_only]:  34%|▎| 89/264 [02:14<04:23,  1.51s/it, loss=0.192, mat=0.403, sens=1.880, deg=0.004
Ep 003/100 [S1:deg_only]:  34%|▎| 89/264 [02:16<04:23,  1.51s/it, loss=0.275, mat=0.394, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  34%|▎| 90/264 [02:16<04:21,  1.51s/it, loss=0.275, mat=0.394, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  34%|▎| 90/264 [02:17<04:21,  1.51s/it, loss=0.286, mat=0.398, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:  34%|▎| 91/264 [02:17<04:20,  1.50s/it, loss=0.286, mat=0.398, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:  34%|▎| 91/264 [02:19<04:20,  1.50s/it, loss=0.121, mat=0.402, sens=0.943, deg=0.002
Ep 003/100 [S1:deg_only]:  35%|▎| 92/264 [02:19<04:18,  1.50s/it, loss=0.121, mat=0.402, sens=0.943, deg=0.002
Ep 003/100 [S1:deg_only]:  35%|▎| 92/264 [02:20<04:18,  1.50s/it, loss=0.167, mat=0.399, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  35%|▎| 93/264 [02:20<04:20,  1.52s/it, loss=0.167, mat=0.399, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  35%|▎| 93/264 [02:22<04:20,  1.52s/it, loss=0.162, mat=0.399, sens=1.349, deg=0.001
Ep 003/100 [S1:deg_only]:  36%|▎| 94/264 [02:22<04:18,  1.52s/it, loss=0.162, mat=0.399, sens=1.349, deg=0.001
Ep 003/100 [S1:deg_only]:  36%|▎| 94/264 [02:23<04:18,  1.52s/it, loss=0.294, mat=0.399, sens=1.053, deg=0.002
Ep 003/100 [S1:deg_only]:  36%|▎| 95/264 [02:23<04:16,  1.51s/it, loss=0.294, mat=0.399, sens=1.053, deg=0.002
Ep 003/100 [S1:deg_only]:  36%|▎| 95/264 [02:25<04:16,  1.51s/it, loss=0.150, mat=0.409, sens=1.792, deg=0.004
Ep 003/100 [S1:deg_only]:  36%|▎| 96/264 [02:25<04:14,  1.51s/it, loss=0.150, mat=0.409, sens=1.792, deg=0.004
Ep 003/100 [S1:deg_only]:  36%|▎| 96/264 [02:26<04:14,  1.51s/it, loss=0.112, mat=0.409, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:  37%|▎| 97/264 [02:26<04:12,  1.51s/it, loss=0.112, mat=0.409, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:  37%|▎| 97/264 [02:28<04:12,  1.51s/it, loss=0.150, mat=0.407, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:  37%|▎| 98/264 [02:28<04:10,  1.51s/it, loss=0.150, mat=0.407, sens=0.000, deg=0.002
Ep 003/100 [S1:deg_only]:  37%|▎| 98/264 [02:29<04:10,  1.51s/it, loss=0.164, mat=0.408, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  38%|▍| 99/264 [02:29<04:08,  1.51s/it, loss=0.164, mat=0.408, sens=0.000, deg=0.001
Ep 003/100 [S1:deg_only]:  38%|▍| 99/264 [02:31<04:08,  1.51s/it, loss=0.151, mat=0.418, sens=0.000, deg=0.003
Ep 003/100 [S1:deg_only]:  38%|▍| 100/264 [02:31<04:06,  1.50s/it, loss=0.151, mat=0.418, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  38%|▍| 100/264 [02:32<04:06,  1.50s/it, loss=0.293, mat=0.392, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  38%|▍| 101/264 [02:32<04:04,  1.50s/it, loss=0.293, mat=0.392, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  38%|▍| 101/264 [02:34<04:04,  1.50s/it, loss=0.282, mat=0.418, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  39%|▍| 102/264 [02:34<04:03,  1.50s/it, loss=0.282, mat=0.418, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  39%|▍| 102/264 [02:35<04:03,  1.50s/it, loss=0.140, mat=0.390, sens=2.141, deg=0.01
Ep 003/100 [S1:deg_only]:  39%|▍| 103/264 [02:35<04:02,  1.50s/it, loss=0.140, mat=0.390, sens=2.141, deg=0.01
Ep 003/100 [S1:deg_only]:  39%|▍| 103/264 [02:37<04:02,  1.50s/it, loss=0.180, mat=0.409, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  39%|▍| 104/264 [02:37<04:00,  1.50s/it, loss=0.180, mat=0.409, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  39%|▍| 104/264 [02:38<04:00,  1.50s/it, loss=0.108, mat=0.387, sens=1.393, deg=0.00
Ep 003/100 [S1:deg_only]:  40%|▍| 105/264 [02:38<03:59,  1.50s/it, loss=0.108, mat=0.387, sens=1.393, deg=0.00
Ep 003/100 [S1:deg_only]:  40%|▍| 105/264 [02:40<03:59,  1.50s/it, loss=0.121, mat=0.391, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  40%|▍| 106/264 [02:40<03:57,  1.51s/it, loss=0.121, mat=0.391, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  40%|▍| 106/264 [02:41<03:57,  1.51s/it, loss=0.195, mat=0.403, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  41%|▍| 107/264 [02:41<03:56,  1.51s/it, loss=0.195, mat=0.403, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  41%|▍| 107/264 [02:43<03:56,  1.51s/it, loss=0.139, mat=0.388, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  41%|▍| 108/264 [02:43<03:54,  1.50s/it, loss=0.139, mat=0.388, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  41%|▍| 108/264 [02:44<03:54,  1.50s/it, loss=0.337, mat=0.398, sens=0.959, deg=0.00
Ep 003/100 [S1:deg_only]:  41%|▍| 109/264 [02:44<03:53,  1.51s/it, loss=0.337, mat=0.398, sens=0.959, deg=0.00
Ep 003/100 [S1:deg_only]:  41%|▍| 109/264 [02:46<03:53,  1.51s/it, loss=0.199, mat=0.408, sens=0.929, deg=0.00
Ep 003/100 [S1:deg_only]:  42%|▍| 110/264 [02:46<03:52,  1.51s/it, loss=0.199, mat=0.408, sens=0.929, deg=0.00
Ep 003/100 [S1:deg_only]:  42%|▍| 110/264 [02:48<03:52,  1.51s/it, loss=0.092, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  42%|▍| 111/264 [02:48<03:53,  1.53s/it, loss=0.092, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  42%|▍| 111/264 [02:49<03:53,  1.53s/it, loss=0.226, mat=0.390, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  42%|▍| 112/264 [02:49<03:51,  1.52s/it, loss=0.226, mat=0.390, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  42%|▍| 112/264 [02:51<03:51,  1.52s/it, loss=0.079, mat=0.409, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  43%|▍| 113/264 [02:51<03:49,  1.52s/it, loss=0.079, mat=0.409, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=0.236, mat=0.407, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  43%|▍| 114/264 [02:52<03:48,  1.52s/it, loss=0.236, mat=0.407, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  43%|▍| 114/264 [02:54<03:48,  1.52s/it, loss=0.221, mat=0.390, sens=1.106, deg=0.00
Ep 003/100 [S1:deg_only]:  44%|▍| 115/264 [02:54<03:45,  1.52s/it, loss=0.221, mat=0.390, sens=1.106, deg=0.00
Ep 003/100 [S1:deg_only]:  44%|▍| 115/264 [02:55<03:45,  1.52s/it, loss=0.180, mat=0.393, sens=1.423, deg=0.00
Ep 003/100 [S1:deg_only]:  44%|▍| 116/264 [02:55<03:43,  1.51s/it, loss=0.180, mat=0.393, sens=1.423, deg=0.00
Ep 003/100 [S1:deg_only]:  44%|▍| 116/264 [02:57<03:43,  1.51s/it, loss=0.074, mat=0.405, sens=0.985, deg=0.00
Ep 003/100 [S1:deg_only]:  44%|▍| 117/264 [02:57<03:42,  1.51s/it, loss=0.074, mat=0.405, sens=0.985, deg=0.00
Ep 003/100 [S1:deg_only]:  44%|▍| 117/264 [02:58<03:42,  1.51s/it, loss=0.116, mat=0.407, sens=2.269, deg=0.00
Ep 003/100 [S1:deg_only]:  45%|▍| 118/264 [02:58<03:40,  1.51s/it, loss=0.116, mat=0.407, sens=2.269, deg=0.00
Ep 003/100 [S1:deg_only]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.161, mat=0.405, sens=1.601, deg=0.00
Ep 003/100 [S1:deg_only]:  45%|▍| 119/264 [03:00<03:38,  1.51s/it, loss=0.161, mat=0.405, sens=1.601, deg=0.00
Ep 003/100 [S1:deg_only]:  45%|▍| 119/264 [03:01<03:38,  1.51s/it, loss=0.114, mat=0.410, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  45%|▍| 120/264 [03:01<03:36,  1.51s/it, loss=0.114, mat=0.410, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  45%|▍| 120/264 [03:03<03:36,  1.51s/it, loss=0.356, mat=0.417, sens=1.534, deg=0.00
Ep 003/100 [S1:deg_only]:  46%|▍| 121/264 [03:03<03:35,  1.51s/it, loss=0.356, mat=0.417, sens=1.534, deg=0.00
Ep 003/100 [S1:deg_only]:  46%|▍| 121/264 [03:04<03:35,  1.51s/it, loss=0.209, mat=0.389, sens=1.440, deg=0.00
Ep 003/100 [S1:deg_only]:  46%|▍| 122/264 [03:04<03:33,  1.51s/it, loss=0.209, mat=0.389, sens=1.440, deg=0.00
Ep 003/100 [S1:deg_only]:  46%|▍| 122/264 [03:06<03:33,  1.51s/it, loss=0.362, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  47%|▍| 123/264 [03:06<03:32,  1.51s/it, loss=0.362, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  47%|▍| 123/264 [03:07<03:32,  1.51s/it, loss=0.072, mat=0.401, sens=1.799, deg=0.00
Ep 003/100 [S1:deg_only]:  47%|▍| 124/264 [03:07<03:30,  1.50s/it, loss=0.072, mat=0.401, sens=1.799, deg=0.00
Ep 003/100 [S1:deg_only]:  47%|▍| 124/264 [03:09<03:30,  1.50s/it, loss=0.178, mat=0.397, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  47%|▍| 125/264 [03:09<03:32,  1.53s/it, loss=0.178, mat=0.397, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  47%|▍| 125/264 [03:10<03:32,  1.53s/it, loss=0.199, mat=0.412, sens=1.411, deg=0.00
Ep 003/100 [S1:deg_only]:  48%|▍| 126/264 [03:10<03:29,  1.52s/it, loss=0.199, mat=0.412, sens=1.411, deg=0.00
Ep 003/100 [S1:deg_only]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.191, mat=0.402, sens=2.370, deg=0.00
Ep 003/100 [S1:deg_only]:  48%|▍| 127/264 [03:12<03:27,  1.52s/it, loss=0.191, mat=0.402, sens=2.370, deg=0.00
Ep 003/100 [S1:deg_only]:  48%|▍| 127/264 [03:13<03:27,  1.52s/it, loss=0.276, mat=0.389, sens=1.219, deg=0.00
Ep 003/100 [S1:deg_only]:  48%|▍| 128/264 [03:13<03:25,  1.51s/it, loss=0.276, mat=0.389, sens=1.219, deg=0.00
Ep 003/100 [S1:deg_only]:  48%|▍| 128/264 [03:15<03:25,  1.51s/it, loss=0.155, mat=0.391, sens=1.135, deg=0.00
Ep 003/100 [S1:deg_only]:  49%|▍| 129/264 [03:15<03:23,  1.51s/it, loss=0.155, mat=0.391, sens=1.135, deg=0.00
Ep 003/100 [S1:deg_only]:  49%|▍| 129/264 [03:16<03:23,  1.51s/it, loss=0.132, mat=0.398, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  49%|▍| 130/264 [03:16<03:22,  1.51s/it, loss=0.132, mat=0.398, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  49%|▍| 130/264 [03:18<03:22,  1.51s/it, loss=0.095, mat=0.397, sens=2.525, deg=0.00
Ep 003/100 [S1:deg_only]:  50%|▍| 131/264 [03:18<03:20,  1.51s/it, loss=0.095, mat=0.397, sens=2.525, deg=0.00
Ep 003/100 [S1:deg_only]:  50%|▍| 131/264 [03:19<03:20,  1.51s/it, loss=0.163, mat=0.413, sens=0.895, deg=0.00
Ep 003/100 [S1:deg_only]:  50%|▌| 132/264 [03:19<03:18,  1.51s/it, loss=0.163, mat=0.413, sens=0.895, deg=0.00
Ep 003/100 [S1:deg_only]:  50%|▌| 132/264 [03:21<03:18,  1.51s/it, loss=0.206, mat=0.396, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  50%|▌| 133/264 [03:21<03:17,  1.50s/it, loss=0.206, mat=0.396, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  50%|▌| 133/264 [03:22<03:17,  1.50s/it, loss=0.087, mat=0.389, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  51%|▌| 134/264 [03:22<03:15,  1.50s/it, loss=0.087, mat=0.389, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  51%|▌| 134/264 [03:24<03:15,  1.50s/it, loss=0.126, mat=0.401, sens=1.138, deg=0.00
Ep 003/100 [S1:deg_only]:  51%|▌| 135/264 [03:24<03:13,  1.50s/it, loss=0.126, mat=0.401, sens=1.138, deg=0.00
Ep 003/100 [S1:deg_only]:  51%|▌| 135/264 [03:25<03:13,  1.50s/it, loss=0.226, mat=0.393, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  52%|▌| 136/264 [03:25<03:12,  1.50s/it, loss=0.226, mat=0.393, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  52%|▌| 136/264 [03:27<03:12,  1.50s/it, loss=0.309, mat=0.409, sens=1.595, deg=0.00
Ep 003/100 [S1:deg_only]:  52%|▌| 137/264 [03:27<03:13,  1.52s/it, loss=0.309, mat=0.409, sens=1.595, deg=0.00
Ep 003/100 [S1:deg_only]:  52%|▌| 137/264 [03:28<03:13,  1.52s/it, loss=0.062, mat=0.390, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  52%|▌| 138/264 [03:28<03:11,  1.52s/it, loss=0.062, mat=0.390, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.113, mat=0.391, sens=1.508, deg=0.00
Ep 003/100 [S1:deg_only]:  53%|▌| 139/264 [03:30<03:09,  1.51s/it, loss=0.113, mat=0.391, sens=1.508, deg=0.00
Ep 003/100 [S1:deg_only]:  53%|▌| 139/264 [03:31<03:09,  1.51s/it, loss=0.096, mat=0.403, sens=3.129, deg=0.00
Ep 003/100 [S1:deg_only]:  53%|▌| 140/264 [03:31<03:07,  1.51s/it, loss=0.096, mat=0.403, sens=3.129, deg=0.00
Ep 003/100 [S1:deg_only]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.250, mat=0.415, sens=1.323, deg=0.00
Ep 003/100 [S1:deg_only]:  53%|▌| 141/264 [03:33<03:05,  1.51s/it, loss=0.250, mat=0.415, sens=1.323, deg=0.00
Ep 003/100 [S1:deg_only]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.096, mat=0.400, sens=1.131, deg=0.00
Ep 003/100 [S1:deg_only]:  54%|▌| 142/264 [03:34<03:03,  1.51s/it, loss=0.096, mat=0.400, sens=1.131, deg=0.00
Ep 003/100 [S1:deg_only]:  54%|▌| 142/264 [03:36<03:03,  1.51s/it, loss=0.127, mat=0.402, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  54%|▌| 143/264 [03:36<03:02,  1.51s/it, loss=0.127, mat=0.402, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.074, mat=0.399, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  55%|▌| 144/264 [03:37<03:00,  1.51s/it, loss=0.074, mat=0.399, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  55%|▌| 144/264 [03:39<03:00,  1.51s/it, loss=0.074, mat=0.395, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  55%|▌| 145/264 [03:39<02:59,  1.51s/it, loss=0.074, mat=0.395, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.225, mat=0.402, sens=0.822, deg=0.00
Ep 003/100 [S1:deg_only]:  55%|▌| 146/264 [03:40<02:57,  1.51s/it, loss=0.225, mat=0.402, sens=0.822, deg=0.00
Ep 003/100 [S1:deg_only]:  55%|▌| 146/264 [03:42<02:57,  1.51s/it, loss=0.190, mat=0.400, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  56%|▌| 147/264 [03:42<02:56,  1.51s/it, loss=0.190, mat=0.400, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  56%|▌| 147/264 [03:43<02:56,  1.51s/it, loss=0.182, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  56%|▌| 148/264 [03:43<02:54,  1.51s/it, loss=0.182, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  56%|▌| 148/264 [03:45<02:54,  1.51s/it, loss=0.142, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  56%|▌| 149/264 [03:45<02:53,  1.51s/it, loss=0.142, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  56%|▌| 149/264 [03:46<02:53,  1.51s/it, loss=0.082, mat=0.399, sens=0.922, deg=0.00
Ep 003/100 [S1:deg_only]:  57%|▌| 150/264 [03:46<02:51,  1.50s/it, loss=0.082, mat=0.399, sens=0.922, deg=0.00
Ep 003/100 [S1:deg_only]:  57%|▌| 150/264 [03:48<02:51,  1.50s/it, loss=0.314, mat=0.388, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  57%|▌| 151/264 [03:48<02:49,  1.50s/it, loss=0.314, mat=0.388, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  57%|▌| 151/264 [03:49<02:49,  1.50s/it, loss=0.137, mat=0.392, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  58%|▌| 152/264 [03:49<02:48,  1.50s/it, loss=0.137, mat=0.392, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  58%|▌| 152/264 [03:51<02:48,  1.50s/it, loss=0.269, mat=0.390, sens=0.789, deg=0.00
Ep 003/100 [S1:deg_only]:  58%|▌| 153/264 [03:51<02:46,  1.50s/it, loss=0.269, mat=0.390, sens=0.789, deg=0.00
Ep 003/100 [S1:deg_only]:  58%|▌| 153/264 [03:52<02:46,  1.50s/it, loss=0.134, mat=0.392, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  58%|▌| 154/264 [03:52<02:45,  1.50s/it, loss=0.134, mat=0.392, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  58%|▌| 154/264 [03:54<02:45,  1.50s/it, loss=0.235, mat=0.395, sens=3.032, deg=0.00
Ep 003/100 [S1:deg_only]:  59%|▌| 155/264 [03:54<02:46,  1.53s/it, loss=0.235, mat=0.395, sens=3.032, deg=0.00
Ep 003/100 [S1:deg_only]:  59%|▌| 155/264 [03:56<02:46,  1.53s/it, loss=0.114, mat=0.410, sens=0.972, deg=0.00
Ep 003/100 [S1:deg_only]:  59%|▌| 156/264 [03:56<02:43,  1.52s/it, loss=0.114, mat=0.410, sens=0.972, deg=0.00
Ep 003/100 [S1:deg_only]:  59%|▌| 156/264 [03:57<02:43,  1.52s/it, loss=0.262, mat=0.396, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  59%|▌| 157/264 [03:57<02:41,  1.51s/it, loss=0.262, mat=0.396, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=0.145, mat=0.395, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  60%|▌| 158/264 [03:59<02:39,  1.51s/it, loss=0.145, mat=0.395, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  60%|▌| 158/264 [04:00<02:39,  1.51s/it, loss=0.144, mat=0.397, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  60%|▌| 159/264 [04:00<02:38,  1.51s/it, loss=0.144, mat=0.397, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.111, mat=0.397, sens=0.820, deg=0.00
Ep 003/100 [S1:deg_only]:  61%|▌| 160/264 [04:02<02:36,  1.51s/it, loss=0.111, mat=0.397, sens=0.820, deg=0.00
Ep 003/100 [S1:deg_only]:  61%|▌| 160/264 [04:03<02:36,  1.51s/it, loss=0.097, mat=0.412, sens=1.204, deg=0.00
Ep 003/100 [S1:deg_only]:  61%|▌| 161/264 [04:03<02:35,  1.51s/it, loss=0.097, mat=0.412, sens=1.204, deg=0.00
Ep 003/100 [S1:deg_only]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.108, mat=0.397, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  61%|▌| 162/264 [04:05<02:33,  1.51s/it, loss=0.108, mat=0.397, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  61%|▌| 162/264 [04:06<02:33,  1.51s/it, loss=0.175, mat=0.407, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  62%|▌| 163/264 [04:06<02:32,  1.51s/it, loss=0.175, mat=0.407, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.136, mat=0.390, sens=0.799, deg=0.00
Ep 003/100 [S1:deg_only]:  62%|▌| 164/264 [04:08<02:30,  1.51s/it, loss=0.136, mat=0.390, sens=0.799, deg=0.00
Ep 003/100 [S1:deg_only]:  62%|▌| 164/264 [04:09<02:30,  1.51s/it, loss=0.136, mat=0.403, sens=1.532, deg=0.00
Ep 003/100 [S1:deg_only]:  62%|▋| 165/264 [04:09<02:29,  1.51s/it, loss=0.136, mat=0.403, sens=1.532, deg=0.00
Ep 003/100 [S1:deg_only]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.186, mat=0.396, sens=1.456, deg=0.00
Ep 003/100 [S1:deg_only]:  63%|▋| 166/264 [04:11<02:27,  1.51s/it, loss=0.186, mat=0.396, sens=1.456, deg=0.00
Ep 003/100 [S1:deg_only]:  63%|▋| 166/264 [04:12<02:27,  1.51s/it, loss=0.091, mat=0.400, sens=0.867, deg=0.00
Ep 003/100 [S1:deg_only]:  63%|▋| 167/264 [04:12<02:26,  1.51s/it, loss=0.091, mat=0.400, sens=0.867, deg=0.00
Ep 003/100 [S1:deg_only]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.097, mat=0.411, sens=0.821, deg=0.00
Ep 003/100 [S1:deg_only]:  64%|▋| 168/264 [04:14<02:24,  1.50s/it, loss=0.097, mat=0.411, sens=0.821, deg=0.00
Ep 003/100 [S1:deg_only]:  64%|▋| 168/264 [04:15<02:24,  1.50s/it, loss=0.143, mat=0.402, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  64%|▋| 169/264 [04:15<02:23,  1.51s/it, loss=0.143, mat=0.402, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.197, mat=0.394, sens=1.091, deg=0.00
Ep 003/100 [S1:deg_only]:  64%|▋| 170/264 [04:17<02:23,  1.53s/it, loss=0.197, mat=0.394, sens=1.091, deg=0.00
Ep 003/100 [S1:deg_only]:  64%|▋| 170/264 [04:18<02:23,  1.53s/it, loss=0.101, mat=0.393, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  65%|▋| 171/264 [04:18<02:21,  1.52s/it, loss=0.101, mat=0.393, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.180, mat=0.389, sens=1.776, deg=0.00
Ep 003/100 [S1:deg_only]:  65%|▋| 172/264 [04:20<02:19,  1.52s/it, loss=0.180, mat=0.389, sens=1.776, deg=0.00
Ep 003/100 [S1:deg_only]:  65%|▋| 172/264 [04:21<02:19,  1.52s/it, loss=0.100, mat=0.415, sens=1.013, deg=0.00
Ep 003/100 [S1:deg_only]:  66%|▋| 173/264 [04:21<02:18,  1.52s/it, loss=0.100, mat=0.415, sens=1.013, deg=0.00
Ep 003/100 [S1:deg_only]:  66%|▋| 173/264 [04:23<02:18,  1.52s/it, loss=0.153, mat=0.405, sens=0.922, deg=0.00
Ep 003/100 [S1:deg_only]:  66%|▋| 174/264 [04:23<02:16,  1.52s/it, loss=0.153, mat=0.405, sens=0.922, deg=0.00
Ep 003/100 [S1:deg_only]:  66%|▋| 174/264 [04:24<02:16,  1.52s/it, loss=0.128, mat=0.409, sens=3.215, deg=0.00
Ep 003/100 [S1:deg_only]:  66%|▋| 175/264 [04:24<02:14,  1.51s/it, loss=0.128, mat=0.409, sens=3.215, deg=0.00
Ep 003/100 [S1:deg_only]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.070, mat=0.400, sens=1.303, deg=0.00
Ep 003/100 [S1:deg_only]:  67%|▋| 176/264 [04:26<02:12,  1.51s/it, loss=0.070, mat=0.400, sens=1.303, deg=0.00
Ep 003/100 [S1:deg_only]:  67%|▋| 176/264 [04:27<02:12,  1.51s/it, loss=0.110, mat=0.407, sens=0.941, deg=0.00
Ep 003/100 [S1:deg_only]:  67%|▋| 177/264 [04:27<02:11,  1.51s/it, loss=0.110, mat=0.407, sens=0.941, deg=0.00
Ep 003/100 [S1:deg_only]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.060, mat=0.408, sens=1.123, deg=0.00
Ep 003/100 [S1:deg_only]:  67%|▋| 178/264 [04:29<02:09,  1.51s/it, loss=0.060, mat=0.408, sens=1.123, deg=0.00
Ep 003/100 [S1:deg_only]:  67%|▋| 178/264 [04:30<02:09,  1.51s/it, loss=0.131, mat=0.386, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  68%|▋| 179/264 [04:30<02:08,  1.51s/it, loss=0.131, mat=0.386, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.046, mat=0.397, sens=0.949, deg=0.00
Ep 003/100 [S1:deg_only]:  68%|▋| 180/264 [04:32<02:06,  1.51s/it, loss=0.046, mat=0.397, sens=0.949, deg=0.00
Ep 003/100 [S1:deg_only]:  68%|▋| 180/264 [04:33<02:06,  1.51s/it, loss=0.073, mat=0.406, sens=1.163, deg=0.00
Ep 003/100 [S1:deg_only]:  69%|▋| 181/264 [04:33<02:05,  1.51s/it, loss=0.073, mat=0.406, sens=1.163, deg=0.00
Ep 003/100 [S1:deg_only]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.159, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  69%|▋| 182/264 [04:35<02:05,  1.53s/it, loss=0.159, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  69%|▋| 182/264 [04:36<02:05,  1.53s/it, loss=0.199, mat=0.383, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  69%|▋| 183/264 [04:36<02:03,  1.52s/it, loss=0.199, mat=0.383, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  69%|▋| 183/264 [04:38<02:03,  1.52s/it, loss=0.422, mat=0.401, sens=2.835, deg=0.00
Ep 003/100 [S1:deg_only]:  70%|▋| 184/264 [04:38<02:01,  1.52s/it, loss=0.422, mat=0.401, sens=2.835, deg=0.00
Ep 003/100 [S1:deg_only]:  70%|▋| 184/264 [04:39<02:01,  1.52s/it, loss=0.091, mat=0.400, sens=1.338, deg=0.00
Ep 003/100 [S1:deg_only]:  70%|▋| 185/264 [04:39<01:59,  1.51s/it, loss=0.091, mat=0.400, sens=1.338, deg=0.00
Ep 003/100 [S1:deg_only]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.160, mat=0.400, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  70%|▋| 186/264 [04:41<01:57,  1.51s/it, loss=0.160, mat=0.400, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  70%|▋| 186/264 [04:42<01:57,  1.51s/it, loss=0.105, mat=0.403, sens=1.125, deg=0.00
Ep 003/100 [S1:deg_only]:  71%|▋| 187/264 [04:42<01:56,  1.51s/it, loss=0.105, mat=0.403, sens=1.125, deg=0.00
Ep 003/100 [S1:deg_only]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.152, mat=0.398, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  71%|▋| 188/264 [04:44<01:54,  1.51s/it, loss=0.152, mat=0.398, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.155, mat=0.404, sens=1.350, deg=0.00
Ep 003/100 [S1:deg_only]:  72%|▋| 189/264 [04:45<01:53,  1.51s/it, loss=0.155, mat=0.404, sens=1.350, deg=0.00
Ep 003/100 [S1:deg_only]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.180, mat=0.412, sens=1.101, deg=0.00
Ep 003/100 [S1:deg_only]:  72%|▋| 190/264 [04:47<01:51,  1.51s/it, loss=0.180, mat=0.412, sens=1.101, deg=0.00
Ep 003/100 [S1:deg_only]:  72%|▋| 190/264 [04:48<01:51,  1.51s/it, loss=0.300, mat=0.416, sens=0.794, deg=0.00
Ep 003/100 [S1:deg_only]:  72%|▋| 191/264 [04:48<01:49,  1.50s/it, loss=0.300, mat=0.416, sens=0.794, deg=0.00
Ep 003/100 [S1:deg_only]:  72%|▋| 191/264 [04:50<01:49,  1.50s/it, loss=0.140, mat=0.395, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  73%|▋| 192/264 [04:50<01:48,  1.50s/it, loss=0.140, mat=0.395, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  73%|▋| 192/264 [04:51<01:48,  1.50s/it, loss=0.072, mat=0.409, sens=0.793, deg=0.00
Ep 003/100 [S1:deg_only]:  73%|▋| 193/264 [04:51<01:46,  1.50s/it, loss=0.072, mat=0.409, sens=0.793, deg=0.00
Ep 003/100 [S1:deg_only]:  73%|▋| 193/264 [04:53<01:46,  1.50s/it, loss=0.164, mat=0.395, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  73%|▋| 194/264 [04:53<01:45,  1.50s/it, loss=0.164, mat=0.395, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  73%|▋| 194/264 [04:54<01:45,  1.50s/it, loss=0.078, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  74%|▋| 195/264 [04:54<01:43,  1.50s/it, loss=0.078, mat=0.401, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  74%|▋| 195/264 [04:56<01:43,  1.50s/it, loss=0.150, mat=0.397, sens=2.594, deg=0.00
Ep 003/100 [S1:deg_only]:  74%|▋| 196/264 [04:56<01:42,  1.50s/it, loss=0.150, mat=0.397, sens=2.594, deg=0.00
Ep 003/100 [S1:deg_only]:  74%|▋| 196/264 [04:57<01:42,  1.50s/it, loss=0.205, mat=0.409, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  75%|▋| 197/264 [04:57<01:40,  1.51s/it, loss=0.205, mat=0.409, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  75%|▋| 197/264 [04:59<01:40,  1.51s/it, loss=0.082, mat=0.398, sens=0.973, deg=0.00
Ep 003/100 [S1:deg_only]:  75%|▊| 198/264 [04:59<01:39,  1.51s/it, loss=0.082, mat=0.398, sens=0.973, deg=0.00
Ep 003/100 [S1:deg_only]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=0.080, mat=0.383, sens=1.975, deg=0.00
Ep 003/100 [S1:deg_only]:  75%|▊| 199/264 [05:00<01:37,  1.51s/it, loss=0.080, mat=0.383, sens=1.975, deg=0.00
Ep 003/100 [S1:deg_only]:  75%|▊| 199/264 [05:02<01:37,  1.51s/it, loss=0.105, mat=0.406, sens=1.618, deg=0.00
Ep 003/100 [S1:deg_only]:  76%|▊| 200/264 [05:02<01:36,  1.50s/it, loss=0.105, mat=0.406, sens=1.618, deg=0.00
Ep 003/100 [S1:deg_only]:  76%|▊| 200/264 [05:03<01:36,  1.50s/it, loss=0.129, mat=0.408, sens=0.883, deg=0.00
Ep 003/100 [S1:deg_only]:  76%|▊| 201/264 [05:03<01:36,  1.53s/it, loss=0.129, mat=0.408, sens=0.883, deg=0.00
Ep 003/100 [S1:deg_only]:  76%|▊| 201/264 [05:05<01:36,  1.53s/it, loss=0.291, mat=0.399, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  77%|▊| 202/264 [05:05<01:34,  1.52s/it, loss=0.291, mat=0.399, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  77%|▊| 202/264 [05:07<01:34,  1.52s/it, loss=0.131, mat=0.397, sens=3.663, deg=0.00
Ep 003/100 [S1:deg_only]:  77%|▊| 203/264 [05:07<01:32,  1.52s/it, loss=0.131, mat=0.397, sens=3.663, deg=0.00
Ep 003/100 [S1:deg_only]:  77%|▊| 203/264 [05:08<01:32,  1.52s/it, loss=0.069, mat=0.409, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  77%|▊| 204/264 [05:08<01:30,  1.51s/it, loss=0.069, mat=0.409, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.103, mat=0.400, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  78%|▊| 205/264 [05:10<01:29,  1.51s/it, loss=0.103, mat=0.400, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  78%|▊| 205/264 [05:11<01:29,  1.51s/it, loss=0.139, mat=0.394, sens=0.907, deg=0.00
Ep 003/100 [S1:deg_only]:  78%|▊| 206/264 [05:11<01:27,  1.51s/it, loss=0.139, mat=0.394, sens=0.907, deg=0.00
Ep 003/100 [S1:deg_only]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.088, mat=0.391, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  78%|▊| 207/264 [05:13<01:26,  1.51s/it, loss=0.088, mat=0.391, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  78%|▊| 207/264 [05:14<01:26,  1.51s/it, loss=0.249, mat=0.389, sens=1.006, deg=0.00
Ep 003/100 [S1:deg_only]:  79%|▊| 208/264 [05:14<01:24,  1.51s/it, loss=0.249, mat=0.389, sens=1.006, deg=0.00
Ep 003/100 [S1:deg_only]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.030, mat=0.407, sens=1.122, deg=0.00
Ep 003/100 [S1:deg_only]:  79%|▊| 209/264 [05:16<01:22,  1.51s/it, loss=0.030, mat=0.407, sens=1.122, deg=0.00
Ep 003/100 [S1:deg_only]:  79%|▊| 209/264 [05:17<01:22,  1.51s/it, loss=0.154, mat=0.389, sens=0.874, deg=0.00
Ep 003/100 [S1:deg_only]:  80%|▊| 210/264 [05:17<01:21,  1.51s/it, loss=0.154, mat=0.389, sens=0.874, deg=0.00
Ep 003/100 [S1:deg_only]:  80%|▊| 210/264 [05:19<01:21,  1.51s/it, loss=0.070, mat=0.411, sens=3.349, deg=0.00
Ep 003/100 [S1:deg_only]:  80%|▊| 211/264 [05:19<01:19,  1.51s/it, loss=0.070, mat=0.411, sens=3.349, deg=0.00
Ep 003/100 [S1:deg_only]:  80%|▊| 211/264 [05:20<01:19,  1.51s/it, loss=0.091, mat=0.402, sens=1.391, deg=0.00
Ep 003/100 [S1:deg_only]:  80%|▊| 212/264 [05:20<01:18,  1.51s/it, loss=0.091, mat=0.402, sens=1.391, deg=0.00
Ep 003/100 [S1:deg_only]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.178, mat=0.402, sens=0.833, deg=0.00
Ep 003/100 [S1:deg_only]:  81%|▊| 213/264 [05:22<01:16,  1.51s/it, loss=0.178, mat=0.402, sens=0.833, deg=0.00
Ep 003/100 [S1:deg_only]:  81%|▊| 213/264 [05:23<01:16,  1.51s/it, loss=0.085, mat=0.407, sens=2.357, deg=0.00
Ep 003/100 [S1:deg_only]:  81%|▊| 214/264 [05:23<01:15,  1.51s/it, loss=0.085, mat=0.407, sens=2.357, deg=0.00
Ep 003/100 [S1:deg_only]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.052, mat=0.395, sens=1.283, deg=0.00
Ep 003/100 [S1:deg_only]:  81%|▊| 215/264 [05:25<01:14,  1.53s/it, loss=0.052, mat=0.395, sens=1.283, deg=0.00
Ep 003/100 [S1:deg_only]:  81%|▊| 215/264 [05:26<01:14,  1.53s/it, loss=0.154, mat=0.401, sens=2.012, deg=0.00
Ep 003/100 [S1:deg_only]:  82%|▊| 216/264 [05:26<01:13,  1.52s/it, loss=0.154, mat=0.401, sens=2.012, deg=0.00
Ep 003/100 [S1:deg_only]:  82%|▊| 216/264 [05:28<01:13,  1.52s/it, loss=0.182, mat=0.388, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  82%|▊| 217/264 [05:28<01:11,  1.52s/it, loss=0.182, mat=0.388, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  82%|▊| 217/264 [05:29<01:11,  1.52s/it, loss=0.046, mat=0.403, sens=1.899, deg=0.00
Ep 003/100 [S1:deg_only]:  83%|▊| 218/264 [05:29<01:09,  1.51s/it, loss=0.046, mat=0.403, sens=1.899, deg=0.00
Ep 003/100 [S1:deg_only]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.111, mat=0.404, sens=2.152, deg=0.00
Ep 003/100 [S1:deg_only]:  83%|▊| 219/264 [05:31<01:07,  1.51s/it, loss=0.111, mat=0.404, sens=2.152, deg=0.00
Ep 003/100 [S1:deg_only]:  83%|▊| 219/264 [05:32<01:07,  1.51s/it, loss=0.105, mat=0.399, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  83%|▊| 220/264 [05:32<01:06,  1.51s/it, loss=0.105, mat=0.399, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.052, mat=0.399, sens=4.382, deg=0.00
Ep 003/100 [S1:deg_only]:  84%|▊| 221/264 [05:34<01:04,  1.51s/it, loss=0.052, mat=0.399, sens=4.382, deg=0.00
Ep 003/100 [S1:deg_only]:  84%|▊| 221/264 [05:35<01:04,  1.51s/it, loss=0.043, mat=0.403, sens=1.648, deg=0.00
Ep 003/100 [S1:deg_only]:  84%|▊| 222/264 [05:35<01:03,  1.51s/it, loss=0.043, mat=0.403, sens=1.648, deg=0.00
Ep 003/100 [S1:deg_only]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.059, mat=0.398, sens=1.180, deg=0.00
Ep 003/100 [S1:deg_only]:  84%|▊| 223/264 [05:37<01:01,  1.51s/it, loss=0.059, mat=0.398, sens=1.180, deg=0.00
Ep 003/100 [S1:deg_only]:  84%|▊| 223/264 [05:38<01:01,  1.51s/it, loss=0.045, mat=0.389, sens=0.940, deg=0.00
Ep 003/100 [S1:deg_only]:  85%|▊| 224/264 [05:38<01:00,  1.51s/it, loss=0.045, mat=0.389, sens=0.940, deg=0.00
Ep 003/100 [S1:deg_only]:  85%|▊| 224/264 [05:40<01:00,  1.51s/it, loss=0.054, mat=0.401, sens=0.788, deg=0.00
Ep 003/100 [S1:deg_only]:  85%|▊| 225/264 [05:40<00:58,  1.51s/it, loss=0.054, mat=0.401, sens=0.788, deg=0.00
Ep 003/100 [S1:deg_only]:  85%|▊| 225/264 [05:41<00:58,  1.51s/it, loss=0.083, mat=0.408, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  86%|▊| 226/264 [05:41<00:57,  1.51s/it, loss=0.083, mat=0.408, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.124, mat=0.401, sens=3.292, deg=0.00
Ep 003/100 [S1:deg_only]:  86%|▊| 227/264 [05:43<00:56,  1.53s/it, loss=0.124, mat=0.401, sens=3.292, deg=0.00
Ep 003/100 [S1:deg_only]:  86%|▊| 227/264 [05:44<00:56,  1.53s/it, loss=0.091, mat=0.392, sens=1.143, deg=0.00
Ep 003/100 [S1:deg_only]:  86%|▊| 228/264 [05:44<00:54,  1.52s/it, loss=0.091, mat=0.392, sens=1.143, deg=0.00
Ep 003/100 [S1:deg_only]:  86%|▊| 228/264 [05:46<00:54,  1.52s/it, loss=0.318, mat=0.398, sens=1.460, deg=0.00
Ep 003/100 [S1:deg_only]:  87%|▊| 229/264 [05:46<00:53,  1.52s/it, loss=0.318, mat=0.398, sens=1.460, deg=0.00
Ep 003/100 [S1:deg_only]:  87%|▊| 229/264 [05:47<00:53,  1.52s/it, loss=0.177, mat=0.394, sens=1.019, deg=0.00
Ep 003/100 [S1:deg_only]:  87%|▊| 230/264 [05:47<00:51,  1.51s/it, loss=0.177, mat=0.394, sens=1.019, deg=0.00
Ep 003/100 [S1:deg_only]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.194, mat=0.397, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  88%|▉| 231/264 [05:49<00:49,  1.51s/it, loss=0.194, mat=0.397, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  88%|▉| 231/264 [05:50<00:49,  1.51s/it, loss=0.062, mat=0.404, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  88%|▉| 232/264 [05:50<00:48,  1.51s/it, loss=0.062, mat=0.404, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.152, mat=0.386, sens=0.952, deg=0.00
Ep 003/100 [S1:deg_only]:  88%|▉| 233/264 [05:52<00:46,  1.51s/it, loss=0.152, mat=0.386, sens=0.952, deg=0.00
Ep 003/100 [S1:deg_only]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.062, mat=0.400, sens=0.801, deg=0.00
Ep 003/100 [S1:deg_only]:  89%|▉| 234/264 [05:53<00:45,  1.51s/it, loss=0.062, mat=0.400, sens=0.801, deg=0.00
Ep 003/100 [S1:deg_only]:  89%|▉| 234/264 [05:55<00:45,  1.51s/it, loss=0.036, mat=0.397, sens=0.831, deg=0.00
Ep 003/100 [S1:deg_only]:  89%|▉| 235/264 [05:55<00:43,  1.51s/it, loss=0.036, mat=0.397, sens=0.831, deg=0.00
Ep 003/100 [S1:deg_only]:  89%|▉| 235/264 [05:56<00:43,  1.51s/it, loss=0.107, mat=0.399, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  89%|▉| 236/264 [05:56<00:42,  1.51s/it, loss=0.107, mat=0.399, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  89%|▉| 236/264 [05:58<00:42,  1.51s/it, loss=0.138, mat=0.402, sens=1.871, deg=0.00
Ep 003/100 [S1:deg_only]:  90%|▉| 237/264 [05:58<00:40,  1.51s/it, loss=0.138, mat=0.402, sens=1.871, deg=0.00
Ep 003/100 [S1:deg_only]:  90%|▉| 237/264 [05:59<00:40,  1.51s/it, loss=0.136, mat=0.404, sens=3.738, deg=0.00
Ep 003/100 [S1:deg_only]:  90%|▉| 238/264 [05:59<00:39,  1.50s/it, loss=0.136, mat=0.404, sens=3.738, deg=0.00
Ep 003/100 [S1:deg_only]:  90%|▉| 238/264 [06:01<00:39,  1.50s/it, loss=0.043, mat=0.404, sens=3.349, deg=0.00
Ep 003/100 [S1:deg_only]:  91%|▉| 239/264 [06:01<00:37,  1.51s/it, loss=0.043, mat=0.404, sens=3.349, deg=0.00
Ep 003/100 [S1:deg_only]:  91%|▉| 239/264 [06:02<00:37,  1.51s/it, loss=0.431, mat=0.387, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  91%|▉| 240/264 [06:02<00:36,  1.51s/it, loss=0.431, mat=0.387, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  91%|▉| 240/264 [06:04<00:36,  1.51s/it, loss=0.138, mat=0.403, sens=1.837, deg=0.00
Ep 003/100 [S1:deg_only]:  91%|▉| 241/264 [06:04<00:34,  1.50s/it, loss=0.138, mat=0.403, sens=1.837, deg=0.00
Ep 003/100 [S1:deg_only]:  91%|▉| 241/264 [06:05<00:34,  1.50s/it, loss=0.203, mat=0.402, sens=0.857, deg=0.00
Ep 003/100 [S1:deg_only]:  92%|▉| 242/264 [06:05<00:33,  1.51s/it, loss=0.203, mat=0.402, sens=0.857, deg=0.00
Ep 003/100 [S1:deg_only]:  92%|▉| 242/264 [06:07<00:33,  1.51s/it, loss=0.087, mat=0.399, sens=0.791, deg=0.00
Ep 003/100 [S1:deg_only]:  92%|▉| 243/264 [06:07<00:31,  1.50s/it, loss=0.087, mat=0.399, sens=0.791, deg=0.00
Ep 003/100 [S1:deg_only]:  92%|▉| 243/264 [06:08<00:31,  1.50s/it, loss=0.136, mat=0.398, sens=0.898, deg=0.00
Ep 003/100 [S1:deg_only]:  92%|▉| 244/264 [06:08<00:30,  1.50s/it, loss=0.136, mat=0.398, sens=0.898, deg=0.00
Ep 003/100 [S1:deg_only]:  92%|▉| 244/264 [06:10<00:30,  1.50s/it, loss=0.126, mat=0.397, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  93%|▉| 245/264 [06:10<00:29,  1.53s/it, loss=0.126, mat=0.397, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  93%|▉| 245/264 [06:11<00:29,  1.53s/it, loss=0.093, mat=0.411, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  93%|▉| 246/264 [06:11<00:27,  1.52s/it, loss=0.093, mat=0.411, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  93%|▉| 246/264 [06:13<00:27,  1.52s/it, loss=0.083, mat=0.398, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  94%|▉| 247/264 [06:13<00:25,  1.51s/it, loss=0.083, mat=0.398, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  94%|▉| 247/264 [06:14<00:25,  1.51s/it, loss=0.042, mat=0.393, sens=0.873, deg=0.00
Ep 003/100 [S1:deg_only]:  94%|▉| 248/264 [06:14<00:24,  1.51s/it, loss=0.042, mat=0.393, sens=0.873, deg=0.00
Ep 003/100 [S1:deg_only]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.363, mat=0.403, sens=2.058, deg=0.00
Ep 003/100 [S1:deg_only]:  94%|▉| 249/264 [06:16<00:22,  1.51s/it, loss=0.363, mat=0.403, sens=2.058, deg=0.00
Ep 003/100 [S1:deg_only]:  94%|▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.105, mat=0.398, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  95%|▉| 250/264 [06:17<00:21,  1.51s/it, loss=0.105, mat=0.398, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.054, mat=0.402, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  95%|▉| 251/264 [06:19<00:19,  1.51s/it, loss=0.054, mat=0.402, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  95%|▉| 251/264 [06:20<00:19,  1.51s/it, loss=0.127, mat=0.389, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  95%|▉| 252/264 [06:20<00:18,  1.51s/it, loss=0.127, mat=0.389, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  95%|▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.508, mat=0.411, sens=1.057, deg=0.00
Ep 003/100 [S1:deg_only]:  96%|▉| 253/264 [06:22<00:16,  1.51s/it, loss=0.508, mat=0.411, sens=1.057, deg=0.00
Ep 003/100 [S1:deg_only]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.145, mat=0.400, sens=0.791, deg=0.00
Ep 003/100 [S1:deg_only]:  96%|▉| 254/264 [06:24<00:15,  1.51s/it, loss=0.145, mat=0.400, sens=0.791, deg=0.00
Ep 003/100 [S1:deg_only]:  96%|▉| 254/264 [06:25<00:15,  1.51s/it, loss=0.097, mat=0.402, sens=0.833, deg=0.00
Ep 003/100 [S1:deg_only]:  97%|▉| 255/264 [06:25<00:13,  1.51s/it, loss=0.097, mat=0.402, sens=0.833, deg=0.00
Ep 003/100 [S1:deg_only]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.451, mat=0.400, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  97%|▉| 256/264 [06:27<00:12,  1.51s/it, loss=0.451, mat=0.400, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  97%|▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.110, mat=0.393, sens=0.781, deg=0.00
Ep 003/100 [S1:deg_only]:  97%|▉| 257/264 [06:28<00:10,  1.51s/it, loss=0.110, mat=0.393, sens=0.781, deg=0.00
Ep 003/100 [S1:deg_only]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.210, mat=0.403, sens=0.792, deg=0.00
Ep 003/100 [S1:deg_only]:  98%|▉| 258/264 [06:30<00:09,  1.51s/it, loss=0.210, mat=0.403, sens=0.792, deg=0.00
Ep 003/100 [S1:deg_only]:  98%|▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.080, mat=0.399, sens=1.218, deg=0.00
Ep 003/100 [S1:deg_only]:  98%|▉| 259/264 [06:31<00:07,  1.51s/it, loss=0.080, mat=0.399, sens=1.218, deg=0.00
Ep 003/100 [S1:deg_only]:  98%|▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.124, mat=0.394, sens=0.859, deg=0.00
Ep 003/100 [S1:deg_only]:  98%|▉| 260/264 [06:33<00:06,  1.53s/it, loss=0.124, mat=0.394, sens=0.859, deg=0.00
Ep 003/100 [S1:deg_only]:  98%|▉| 260/264 [06:34<00:06,  1.53s/it, loss=0.241, mat=0.393, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  99%|▉| 261/264 [06:34<00:04,  1.53s/it, loss=0.241, mat=0.393, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  99%|▉| 261/264 [06:36<00:04,  1.53s/it, loss=0.123, mat=0.396, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  99%|▉| 262/264 [06:36<00:03,  1.52s/it, loss=0.123, mat=0.396, sens=0.000, deg=0.00
Ep 003/100 [S1:deg_only]:  99%|▉| 262/264 [06:37<00:03,  1.52s/it, loss=0.163, mat=0.382, sens=1.129, deg=0.00
Ep 003/100 [S1:deg_only]: 100%|▉| 263/264 [06:37<00:01,  1.51s/it, loss=0.163, mat=0.382, sens=1.129, deg=0.00
Ep 003/100 [S1:deg_only]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.128, mat=0.394, sens=1.765, deg=0.00
Ep 003/100 [S1:deg_only]: 100%|█| 264/264 [06:39<00:00,  1.51s/it, loss=0.128, mat=0.394, sens=1.765, deg=0.00
                                                                                                              
Epoch 003/100 [S1:deg_only]  loss=0.1814  mat=0.4017  sens=0.8507  deg=0.0024  orth=0.1789  α=0.0 β=0.0 γ=1.0  399s

Ep 004/100 [S1:deg_only]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 004/100 [S1:deg_only]:   0%|         | 0/264 [00:01<?, ?it/s, loss=0.094, mat=0.401, sens=1.437, deg=0.004]
Ep 004/100 [S1:deg_only]:   0%| | 1/264 [00:01<08:33,  1.95s/it, loss=0.094, mat=0.401, sens=1.437, deg=0.004]
Ep 004/100 [S1:deg_only]:   0%| | 1/264 [00:03<08:33,  1.95s/it, loss=0.114, mat=0.396, sens=2.283, deg=0.000]
Ep 004/100 [S1:deg_only]:   1%| | 2/264 [00:03<07:22,  1.69s/it, loss=0.114, mat=0.396, sens=2.283, deg=0.000]
Ep 004/100 [S1:deg_only]:   1%| | 2/264 [00:04<07:22,  1.69s/it, loss=0.072, mat=0.400, sens=1.558, deg=0.001]
Ep 004/100 [S1:deg_only]:   1%| | 3/264 [00:04<06:58,  1.60s/it, loss=0.072, mat=0.400, sens=1.558, deg=0.001]
Ep 004/100 [S1:deg_only]:   1%| | 3/264 [00:06<06:58,  1.60s/it, loss=0.774, mat=0.408, sens=0.000, deg=0.002]
Ep 004/100 [S1:deg_only]:   2%| | 4/264 [00:06<06:46,  1.56s/it, loss=0.774, mat=0.408, sens=0.000, deg=0.002]
Ep 004/100 [S1:deg_only]:   2%| | 4/264 [00:07<06:46,  1.56s/it, loss=0.030, mat=0.399, sens=3.106, deg=0.001]
Ep 004/100 [S1:deg_only]:   2%| | 5/264 [00:07<06:39,  1.54s/it, loss=0.030, mat=0.399, sens=3.106, deg=0.001]
Ep 004/100 [S1:deg_only]:   2%| | 5/264 [00:09<06:39,  1.54s/it, loss=0.187, mat=0.385, sens=1.286, deg=0.003]
Ep 004/100 [S1:deg_only]:   2%| | 6/264 [00:09<06:33,  1.53s/it, loss=0.187, mat=0.385, sens=1.286, deg=0.003]
Ep 004/100 [S1:deg_only]:   2%| | 6/264 [00:10<06:33,  1.53s/it, loss=0.774, mat=0.399, sens=2.364, deg=0.004]
Ep 004/100 [S1:deg_only]:   3%| | 7/264 [00:10<06:29,  1.52s/it, loss=0.774, mat=0.399, sens=2.364, deg=0.004]
Ep 004/100 [S1:deg_only]:   3%| | 7/264 [00:12<06:29,  1.52s/it, loss=0.099, mat=0.412, sens=1.058, deg=0.000]
Ep 004/100 [S1:deg_only]:   3%| | 8/264 [00:12<06:28,  1.52s/it, loss=0.099, mat=0.412, sens=1.058, deg=0.000]
Ep 004/100 [S1:deg_only]:   3%| | 8/264 [00:14<06:28,  1.52s/it, loss=0.072, mat=0.406, sens=1.908, deg=0.001]
Ep 004/100 [S1:deg_only]:   3%| | 9/264 [00:14<06:34,  1.55s/it, loss=0.072, mat=0.406, sens=1.908, deg=0.001]
Ep 004/100 [S1:deg_only]:   3%| | 9/264 [00:15<06:34,  1.55s/it, loss=0.051, mat=0.407, sens=0.000, deg=0.001]
Ep 004/100 [S1:deg_only]:   4%| | 10/264 [00:15<06:29,  1.53s/it, loss=0.051, mat=0.407, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:   4%| | 10/264 [00:17<06:29,  1.53s/it, loss=0.125, mat=0.400, sens=0.000, deg=0.002
Ep 004/100 [S1:deg_only]:   4%| | 11/264 [00:17<06:26,  1.53s/it, loss=0.125, mat=0.400, sens=0.000, deg=0.002
Ep 004/100 [S1:deg_only]:   4%| | 11/264 [00:18<06:26,  1.53s/it, loss=0.059, mat=0.402, sens=0.000, deg=0.003
Ep 004/100 [S1:deg_only]:   5%| | 12/264 [00:18<06:22,  1.52s/it, loss=0.059, mat=0.402, sens=0.000, deg=0.003
Ep 004/100 [S1:deg_only]:   5%| | 12/264 [00:20<06:22,  1.52s/it, loss=0.117, mat=0.408, sens=1.094, deg=0.000
Ep 004/100 [S1:deg_only]:   5%| | 13/264 [00:20<06:19,  1.51s/it, loss=0.117, mat=0.408, sens=1.094, deg=0.000
Ep 004/100 [S1:deg_only]:   5%| | 13/264 [00:21<06:19,  1.51s/it, loss=0.171, mat=0.406, sens=0.906, deg=0.001
Ep 004/100 [S1:deg_only]:   5%| | 14/264 [00:21<06:18,  1.51s/it, loss=0.171, mat=0.406, sens=0.906, deg=0.001
Ep 004/100 [S1:deg_only]:   5%| | 14/264 [00:23<06:18,  1.51s/it, loss=0.075, mat=0.393, sens=0.000, deg=0.002
Ep 004/100 [S1:deg_only]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.075, mat=0.393, sens=0.000, deg=0.002
Ep 004/100 [S1:deg_only]:   6%| | 15/264 [00:24<06:16,  1.51s/it, loss=0.165, mat=0.395, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:   6%| | 16/264 [00:24<06:13,  1.51s/it, loss=0.165, mat=0.395, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:   6%| | 16/264 [00:26<06:13,  1.51s/it, loss=0.387, mat=0.394, sens=0.804, deg=0.002
Ep 004/100 [S1:deg_only]:   6%| | 17/264 [00:26<06:12,  1.51s/it, loss=0.387, mat=0.394, sens=0.804, deg=0.002
Ep 004/100 [S1:deg_only]:   6%| | 17/264 [00:27<06:12,  1.51s/it, loss=0.086, mat=0.403, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:   7%| | 18/264 [00:27<06:10,  1.51s/it, loss=0.086, mat=0.403, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:   7%| | 18/264 [00:29<06:10,  1.51s/it, loss=0.224, mat=0.401, sens=3.416, deg=0.000
Ep 004/100 [S1:deg_only]:   7%| | 19/264 [00:29<06:09,  1.51s/it, loss=0.224, mat=0.401, sens=3.416, deg=0.000
Ep 004/100 [S1:deg_only]:   7%| | 19/264 [00:30<06:09,  1.51s/it, loss=0.110, mat=0.384, sens=1.211, deg=0.001
Ep 004/100 [S1:deg_only]:   8%| | 20/264 [00:30<06:07,  1.51s/it, loss=0.110, mat=0.384, sens=1.211, deg=0.001
Ep 004/100 [S1:deg_only]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=0.210, mat=0.394, sens=1.372, deg=0.002
Ep 004/100 [S1:deg_only]:   8%| | 21/264 [00:32<06:12,  1.53s/it, loss=0.210, mat=0.394, sens=1.372, deg=0.002
Ep 004/100 [S1:deg_only]:   8%| | 21/264 [00:33<06:12,  1.53s/it, loss=0.188, mat=0.403, sens=2.055, deg=0.001
Ep 004/100 [S1:deg_only]:   8%| | 22/264 [00:33<06:08,  1.52s/it, loss=0.188, mat=0.403, sens=2.055, deg=0.001
Ep 004/100 [S1:deg_only]:   8%| | 22/264 [00:35<06:08,  1.52s/it, loss=0.074, mat=0.398, sens=3.509, deg=0.001
Ep 004/100 [S1:deg_only]:   9%| | 23/264 [00:35<06:06,  1.52s/it, loss=0.074, mat=0.398, sens=3.509, deg=0.001
Ep 004/100 [S1:deg_only]:   9%| | 23/264 [00:36<06:06,  1.52s/it, loss=0.133, mat=0.415, sens=0.926, deg=0.000
Ep 004/100 [S1:deg_only]:   9%| | 24/264 [00:36<06:04,  1.52s/it, loss=0.133, mat=0.415, sens=0.926, deg=0.000
Ep 004/100 [S1:deg_only]:   9%| | 24/264 [00:38<06:04,  1.52s/it, loss=0.051, mat=0.405, sens=1.019, deg=0.001
Ep 004/100 [S1:deg_only]:   9%| | 25/264 [00:38<06:01,  1.51s/it, loss=0.051, mat=0.405, sens=1.019, deg=0.001
Ep 004/100 [S1:deg_only]:   9%| | 25/264 [00:39<06:01,  1.51s/it, loss=0.053, mat=0.402, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  10%| | 26/264 [00:39<05:59,  1.51s/it, loss=0.053, mat=0.402, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  10%| | 26/264 [00:41<05:59,  1.51s/it, loss=0.068, mat=0.393, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  10%| | 27/264 [00:41<05:57,  1.51s/it, loss=0.068, mat=0.393, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  10%| | 27/264 [00:42<05:57,  1.51s/it, loss=0.089, mat=0.411, sens=1.237, deg=0.001
Ep 004/100 [S1:deg_only]:  11%| | 28/264 [00:42<05:56,  1.51s/it, loss=0.089, mat=0.411, sens=1.237, deg=0.001
Ep 004/100 [S1:deg_only]:  11%| | 28/264 [00:44<05:56,  1.51s/it, loss=0.027, mat=0.400, sens=0.808, deg=0.001
Ep 004/100 [S1:deg_only]:  11%| | 29/264 [00:44<05:54,  1.51s/it, loss=0.027, mat=0.400, sens=0.808, deg=0.001
Ep 004/100 [S1:deg_only]:  11%| | 29/264 [00:45<05:54,  1.51s/it, loss=0.125, mat=0.411, sens=0.973, deg=0.000
Ep 004/100 [S1:deg_only]:  11%| | 30/264 [00:45<05:53,  1.51s/it, loss=0.125, mat=0.411, sens=0.973, deg=0.000
Ep 004/100 [S1:deg_only]:  11%| | 30/264 [00:47<05:53,  1.51s/it, loss=0.036, mat=0.402, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  12%| | 31/264 [00:47<05:51,  1.51s/it, loss=0.036, mat=0.402, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  12%| | 31/264 [00:48<05:51,  1.51s/it, loss=0.042, mat=0.394, sens=0.000, deg=0.002
Ep 004/100 [S1:deg_only]:  12%| | 32/264 [00:48<05:50,  1.51s/it, loss=0.042, mat=0.394, sens=0.000, deg=0.002
Ep 004/100 [S1:deg_only]:  12%| | 32/264 [00:50<05:50,  1.51s/it, loss=0.098, mat=0.391, sens=3.430, deg=0.001
Ep 004/100 [S1:deg_only]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.098, mat=0.391, sens=3.430, deg=0.001
Ep 004/100 [S1:deg_only]:  12%|▏| 33/264 [00:51<05:48,  1.51s/it, loss=0.039, mat=0.397, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  13%|▏| 34/264 [00:51<05:47,  1.51s/it, loss=0.039, mat=0.397, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  13%|▏| 34/264 [00:53<05:47,  1.51s/it, loss=0.120, mat=0.407, sens=0.000, deg=0.003
Ep 004/100 [S1:deg_only]:  13%|▏| 35/264 [00:53<05:45,  1.51s/it, loss=0.120, mat=0.407, sens=0.000, deg=0.003
Ep 004/100 [S1:deg_only]:  13%|▏| 35/264 [00:54<05:45,  1.51s/it, loss=0.207, mat=0.402, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  14%|▏| 36/264 [00:54<05:43,  1.51s/it, loss=0.207, mat=0.402, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  14%|▏| 36/264 [00:56<05:43,  1.51s/it, loss=0.188, mat=0.396, sens=0.999, deg=0.002
Ep 004/100 [S1:deg_only]:  14%|▏| 37/264 [00:56<05:42,  1.51s/it, loss=0.188, mat=0.396, sens=0.999, deg=0.002
Ep 004/100 [S1:deg_only]:  14%|▏| 37/264 [00:57<05:42,  1.51s/it, loss=0.036, mat=0.393, sens=1.865, deg=0.000
Ep 004/100 [S1:deg_only]:  14%|▏| 38/264 [00:57<05:41,  1.51s/it, loss=0.036, mat=0.393, sens=1.865, deg=0.000
Ep 004/100 [S1:deg_only]:  14%|▏| 38/264 [00:59<05:41,  1.51s/it, loss=0.056, mat=0.384, sens=1.138, deg=0.001
Ep 004/100 [S1:deg_only]:  15%|▏| 39/264 [00:59<05:44,  1.53s/it, loss=0.056, mat=0.384, sens=1.138, deg=0.001
Ep 004/100 [S1:deg_only]:  15%|▏| 39/264 [01:00<05:44,  1.53s/it, loss=0.058, mat=0.394, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  15%|▏| 40/264 [01:00<05:41,  1.52s/it, loss=0.058, mat=0.394, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  15%|▏| 40/264 [01:02<05:41,  1.52s/it, loss=0.116, mat=0.406, sens=0.793, deg=0.001
Ep 004/100 [S1:deg_only]:  16%|▏| 41/264 [01:02<05:39,  1.52s/it, loss=0.116, mat=0.406, sens=0.793, deg=0.001
Ep 004/100 [S1:deg_only]:  16%|▏| 41/264 [01:03<05:39,  1.52s/it, loss=0.038, mat=0.399, sens=0.798, deg=0.001
Ep 004/100 [S1:deg_only]:  16%|▏| 42/264 [01:03<05:37,  1.52s/it, loss=0.038, mat=0.399, sens=0.798, deg=0.001
Ep 004/100 [S1:deg_only]:  16%|▏| 42/264 [01:05<05:37,  1.52s/it, loss=0.035, mat=0.388, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  16%|▏| 43/264 [01:05<05:34,  1.52s/it, loss=0.035, mat=0.388, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  16%|▏| 43/264 [01:07<05:34,  1.52s/it, loss=0.045, mat=0.411, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  17%|▏| 44/264 [01:07<05:33,  1.52s/it, loss=0.045, mat=0.411, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  17%|▏| 44/264 [01:08<05:33,  1.52s/it, loss=0.064, mat=0.394, sens=0.000, deg=0.003
Ep 004/100 [S1:deg_only]:  17%|▏| 45/264 [01:08<05:31,  1.51s/it, loss=0.064, mat=0.394, sens=0.000, deg=0.003
Ep 004/100 [S1:deg_only]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.066, mat=0.393, sens=0.898, deg=0.001
Ep 004/100 [S1:deg_only]:  17%|▏| 46/264 [01:10<05:30,  1.52s/it, loss=0.066, mat=0.393, sens=0.898, deg=0.001
Ep 004/100 [S1:deg_only]:  17%|▏| 46/264 [01:11<05:30,  1.52s/it, loss=0.039, mat=0.403, sens=2.972, deg=0.000
Ep 004/100 [S1:deg_only]:  18%|▏| 47/264 [01:11<05:28,  1.51s/it, loss=0.039, mat=0.403, sens=2.972, deg=0.000
Ep 004/100 [S1:deg_only]:  18%|▏| 47/264 [01:13<05:28,  1.51s/it, loss=0.020, mat=0.398, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.020, mat=0.398, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=0.032, mat=0.401, sens=1.318, deg=0.000
Ep 004/100 [S1:deg_only]:  19%|▏| 49/264 [01:14<05:24,  1.51s/it, loss=0.032, mat=0.401, sens=1.318, deg=0.000
Ep 004/100 [S1:deg_only]:  19%|▏| 49/264 [01:16<05:24,  1.51s/it, loss=0.066, mat=0.402, sens=1.125, deg=0.001
Ep 004/100 [S1:deg_only]:  19%|▏| 50/264 [01:16<05:23,  1.51s/it, loss=0.066, mat=0.402, sens=1.125, deg=0.001
Ep 004/100 [S1:deg_only]:  19%|▏| 50/264 [01:17<05:23,  1.51s/it, loss=0.109, mat=0.408, sens=1.257, deg=0.001
Ep 004/100 [S1:deg_only]:  19%|▏| 51/264 [01:17<05:21,  1.51s/it, loss=0.109, mat=0.408, sens=1.257, deg=0.001
Ep 004/100 [S1:deg_only]:  19%|▏| 51/264 [01:19<05:21,  1.51s/it, loss=0.073, mat=0.394, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=0.073, mat=0.394, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.064, mat=0.403, sens=1.013, deg=0.001
Ep 004/100 [S1:deg_only]:  20%|▏| 53/264 [01:20<05:18,  1.51s/it, loss=0.064, mat=0.403, sens=1.013, deg=0.001
Ep 004/100 [S1:deg_only]:  20%|▏| 53/264 [01:22<05:18,  1.51s/it, loss=0.047, mat=0.402, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  20%|▏| 54/264 [01:22<05:21,  1.53s/it, loss=0.047, mat=0.402, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  20%|▏| 54/264 [01:23<05:21,  1.53s/it, loss=0.023, mat=0.396, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  21%|▏| 55/264 [01:23<05:18,  1.52s/it, loss=0.023, mat=0.396, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  21%|▏| 55/264 [01:25<05:18,  1.52s/it, loss=0.036, mat=0.403, sens=0.899, deg=0.003
Ep 004/100 [S1:deg_only]:  21%|▏| 56/264 [01:25<05:15,  1.52s/it, loss=0.036, mat=0.403, sens=0.899, deg=0.003
Ep 004/100 [S1:deg_only]:  21%|▏| 56/264 [01:26<05:15,  1.52s/it, loss=0.062, mat=0.402, sens=0.946, deg=0.001
Ep 004/100 [S1:deg_only]:  22%|▏| 57/264 [01:26<05:13,  1.52s/it, loss=0.062, mat=0.402, sens=0.946, deg=0.001
Ep 004/100 [S1:deg_only]:  22%|▏| 57/264 [01:28<05:13,  1.52s/it, loss=0.096, mat=0.393, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.096, mat=0.393, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  22%|▏| 58/264 [01:29<05:12,  1.52s/it, loss=0.125, mat=0.399, sens=1.651, deg=0.001
Ep 004/100 [S1:deg_only]:  22%|▏| 59/264 [01:29<05:10,  1.51s/it, loss=0.125, mat=0.399, sens=1.651, deg=0.001
Ep 004/100 [S1:deg_only]:  22%|▏| 59/264 [01:31<05:10,  1.51s/it, loss=0.153, mat=0.399, sens=0.792, deg=0.003
Ep 004/100 [S1:deg_only]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.153, mat=0.399, sens=0.792, deg=0.003
Ep 004/100 [S1:deg_only]:  23%|▏| 60/264 [01:32<05:08,  1.51s/it, loss=0.072, mat=0.405, sens=0.864, deg=0.000
Ep 004/100 [S1:deg_only]:  23%|▏| 61/264 [01:32<05:07,  1.51s/it, loss=0.072, mat=0.405, sens=0.864, deg=0.000
Ep 004/100 [S1:deg_only]:  23%|▏| 61/264 [01:34<05:07,  1.51s/it, loss=0.071, mat=0.404, sens=1.357, deg=0.002
Ep 004/100 [S1:deg_only]:  23%|▏| 62/264 [01:34<05:05,  1.51s/it, loss=0.071, mat=0.404, sens=1.357, deg=0.002
Ep 004/100 [S1:deg_only]:  23%|▏| 62/264 [01:35<05:05,  1.51s/it, loss=0.155, mat=0.391, sens=0.000, deg=0.002
Ep 004/100 [S1:deg_only]:  24%|▏| 63/264 [01:35<05:03,  1.51s/it, loss=0.155, mat=0.391, sens=0.000, deg=0.002
Ep 004/100 [S1:deg_only]:  24%|▏| 63/264 [01:37<05:03,  1.51s/it, loss=0.038, mat=0.400, sens=0.788, deg=0.002
Ep 004/100 [S1:deg_only]:  24%|▏| 64/264 [01:37<05:02,  1.51s/it, loss=0.038, mat=0.400, sens=0.788, deg=0.002
Ep 004/100 [S1:deg_only]:  24%|▏| 64/264 [01:38<05:02,  1.51s/it, loss=0.382, mat=0.382, sens=0.000, deg=0.002
Ep 004/100 [S1:deg_only]:  25%|▏| 65/264 [01:38<05:00,  1.51s/it, loss=0.382, mat=0.382, sens=0.000, deg=0.002
Ep 004/100 [S1:deg_only]:  25%|▏| 65/264 [01:40<05:00,  1.51s/it, loss=0.066, mat=0.406, sens=1.084, deg=0.001
Ep 004/100 [S1:deg_only]:  25%|▎| 66/264 [01:40<05:04,  1.54s/it, loss=0.066, mat=0.406, sens=1.084, deg=0.001
Ep 004/100 [S1:deg_only]:  25%|▎| 66/264 [01:41<05:04,  1.54s/it, loss=0.108, mat=0.406, sens=0.873, deg=0.001
Ep 004/100 [S1:deg_only]:  25%|▎| 67/264 [01:41<05:01,  1.53s/it, loss=0.108, mat=0.406, sens=0.873, deg=0.001
Ep 004/100 [S1:deg_only]:  25%|▎| 67/264 [01:43<05:01,  1.53s/it, loss=0.048, mat=0.409, sens=1.184, deg=0.000
Ep 004/100 [S1:deg_only]:  26%|▎| 68/264 [01:43<04:58,  1.52s/it, loss=0.048, mat=0.409, sens=1.184, deg=0.000
Ep 004/100 [S1:deg_only]:  26%|▎| 68/264 [01:44<04:58,  1.52s/it, loss=0.077, mat=0.406, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  26%|▎| 69/264 [01:44<04:56,  1.52s/it, loss=0.077, mat=0.406, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  26%|▎| 69/264 [01:46<04:56,  1.52s/it, loss=0.038, mat=0.397, sens=0.946, deg=0.002
Ep 004/100 [S1:deg_only]:  27%|▎| 70/264 [01:46<04:54,  1.52s/it, loss=0.038, mat=0.397, sens=0.946, deg=0.002
Ep 004/100 [S1:deg_only]:  27%|▎| 70/264 [01:47<04:54,  1.52s/it, loss=0.023, mat=0.400, sens=1.662, deg=0.001
Ep 004/100 [S1:deg_only]:  27%|▎| 71/264 [01:47<04:52,  1.52s/it, loss=0.023, mat=0.400, sens=1.662, deg=0.001
Ep 004/100 [S1:deg_only]:  27%|▎| 71/264 [01:49<04:52,  1.52s/it, loss=0.031, mat=0.398, sens=1.427, deg=0.001
Ep 004/100 [S1:deg_only]:  27%|▎| 72/264 [01:49<04:50,  1.51s/it, loss=0.031, mat=0.398, sens=1.427, deg=0.001
Ep 004/100 [S1:deg_only]:  27%|▎| 72/264 [01:50<04:50,  1.51s/it, loss=0.085, mat=0.403, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  28%|▎| 73/264 [01:50<04:48,  1.51s/it, loss=0.085, mat=0.403, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  28%|▎| 73/264 [01:52<04:48,  1.51s/it, loss=0.149, mat=0.404, sens=1.273, deg=0.001
Ep 004/100 [S1:deg_only]:  28%|▎| 74/264 [01:52<04:47,  1.51s/it, loss=0.149, mat=0.404, sens=1.273, deg=0.001
Ep 004/100 [S1:deg_only]:  28%|▎| 74/264 [01:54<04:47,  1.51s/it, loss=0.165, mat=0.400, sens=1.230, deg=0.001
Ep 004/100 [S1:deg_only]:  28%|▎| 75/264 [01:54<04:45,  1.51s/it, loss=0.165, mat=0.400, sens=1.230, deg=0.001
Ep 004/100 [S1:deg_only]:  28%|▎| 75/264 [01:55<04:45,  1.51s/it, loss=0.047, mat=0.394, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  29%|▎| 76/264 [01:55<04:44,  1.51s/it, loss=0.047, mat=0.394, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  29%|▎| 76/264 [01:57<04:44,  1.51s/it, loss=0.056, mat=0.397, sens=3.390, deg=0.002
Ep 004/100 [S1:deg_only]:  29%|▎| 77/264 [01:57<04:43,  1.51s/it, loss=0.056, mat=0.397, sens=3.390, deg=0.002
Ep 004/100 [S1:deg_only]:  29%|▎| 77/264 [01:58<04:43,  1.51s/it, loss=0.127, mat=0.406, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  30%|▎| 78/264 [01:58<04:41,  1.52s/it, loss=0.127, mat=0.406, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  30%|▎| 78/264 [02:00<04:41,  1.52s/it, loss=0.115, mat=0.385, sens=0.000, deg=0.006
Ep 004/100 [S1:deg_only]:  30%|▎| 79/264 [02:00<04:39,  1.51s/it, loss=0.115, mat=0.385, sens=0.000, deg=0.006
Ep 004/100 [S1:deg_only]:  30%|▎| 79/264 [02:01<04:39,  1.51s/it, loss=0.094, mat=0.410, sens=1.365, deg=0.001
Ep 004/100 [S1:deg_only]:  30%|▎| 80/264 [02:01<04:38,  1.51s/it, loss=0.094, mat=0.410, sens=1.365, deg=0.001
Ep 004/100 [S1:deg_only]:  30%|▎| 80/264 [02:03<04:38,  1.51s/it, loss=0.032, mat=0.412, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  31%|▎| 81/264 [02:03<04:37,  1.51s/it, loss=0.032, mat=0.412, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  31%|▎| 81/264 [02:04<04:37,  1.51s/it, loss=0.119, mat=0.388, sens=0.000, deg=0.005
Ep 004/100 [S1:deg_only]:  31%|▎| 82/264 [02:04<04:36,  1.52s/it, loss=0.119, mat=0.388, sens=0.000, deg=0.005
Ep 004/100 [S1:deg_only]:  31%|▎| 82/264 [02:06<04:36,  1.52s/it, loss=0.040, mat=0.414, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  31%|▎| 83/264 [02:06<04:34,  1.52s/it, loss=0.040, mat=0.414, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  31%|▎| 83/264 [02:07<04:34,  1.52s/it, loss=0.056, mat=0.400, sens=3.121, deg=0.001
Ep 004/100 [S1:deg_only]:  32%|▎| 84/264 [02:07<04:36,  1.54s/it, loss=0.056, mat=0.400, sens=3.121, deg=0.001
Ep 004/100 [S1:deg_only]:  32%|▎| 84/264 [02:09<04:36,  1.54s/it, loss=0.081, mat=0.384, sens=1.378, deg=0.000
Ep 004/100 [S1:deg_only]:  32%|▎| 85/264 [02:09<04:34,  1.53s/it, loss=0.081, mat=0.384, sens=1.378, deg=0.000
Ep 004/100 [S1:deg_only]:  32%|▎| 85/264 [02:10<04:34,  1.53s/it, loss=0.027, mat=0.403, sens=0.789, deg=0.001
Ep 004/100 [S1:deg_only]:  33%|▎| 86/264 [02:10<04:31,  1.52s/it, loss=0.027, mat=0.403, sens=0.789, deg=0.001
Ep 004/100 [S1:deg_only]:  33%|▎| 86/264 [02:12<04:31,  1.52s/it, loss=0.058, mat=0.385, sens=1.195, deg=0.001
Ep 004/100 [S1:deg_only]:  33%|▎| 87/264 [02:12<04:29,  1.52s/it, loss=0.058, mat=0.385, sens=1.195, deg=0.001
Ep 004/100 [S1:deg_only]:  33%|▎| 87/264 [02:13<04:29,  1.52s/it, loss=0.070, mat=0.409, sens=0.793, deg=0.001
Ep 004/100 [S1:deg_only]:  33%|▎| 88/264 [02:13<04:27,  1.52s/it, loss=0.070, mat=0.409, sens=0.793, deg=0.001
Ep 004/100 [S1:deg_only]:  33%|▎| 88/264 [02:15<04:27,  1.52s/it, loss=0.072, mat=0.393, sens=0.865, deg=0.000
Ep 004/100 [S1:deg_only]:  34%|▎| 89/264 [02:15<04:26,  1.52s/it, loss=0.072, mat=0.393, sens=0.865, deg=0.000
Ep 004/100 [S1:deg_only]:  34%|▎| 89/264 [02:16<04:26,  1.52s/it, loss=0.039, mat=0.403, sens=2.419, deg=0.001
Ep 004/100 [S1:deg_only]:  34%|▎| 90/264 [02:16<04:24,  1.52s/it, loss=0.039, mat=0.403, sens=2.419, deg=0.001
Ep 004/100 [S1:deg_only]:  34%|▎| 90/264 [02:18<04:24,  1.52s/it, loss=0.032, mat=0.397, sens=1.037, deg=0.001
Ep 004/100 [S1:deg_only]:  34%|▎| 91/264 [02:18<04:22,  1.52s/it, loss=0.032, mat=0.397, sens=1.037, deg=0.001
Ep 004/100 [S1:deg_only]:  34%|▎| 91/264 [02:19<04:22,  1.52s/it, loss=0.053, mat=0.381, sens=1.088, deg=0.003
Ep 004/100 [S1:deg_only]:  35%|▎| 92/264 [02:19<04:21,  1.52s/it, loss=0.053, mat=0.381, sens=1.088, deg=0.003
Ep 004/100 [S1:deg_only]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.055, mat=0.404, sens=1.037, deg=0.002
Ep 004/100 [S1:deg_only]:  35%|▎| 93/264 [02:21<04:19,  1.52s/it, loss=0.055, mat=0.404, sens=1.037, deg=0.002
Ep 004/100 [S1:deg_only]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.048, mat=0.410, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  36%|▎| 94/264 [02:22<04:17,  1.52s/it, loss=0.048, mat=0.410, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  36%|▎| 94/264 [02:24<04:17,  1.52s/it, loss=0.107, mat=0.392, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  36%|▎| 95/264 [02:24<04:16,  1.52s/it, loss=0.107, mat=0.392, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  36%|▎| 95/264 [02:25<04:16,  1.52s/it, loss=0.021, mat=0.390, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  36%|▎| 96/264 [02:25<04:14,  1.52s/it, loss=0.021, mat=0.390, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  36%|▎| 96/264 [02:27<04:14,  1.52s/it, loss=0.048, mat=0.407, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.048, mat=0.407, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  37%|▎| 97/264 [02:29<04:12,  1.51s/it, loss=0.060, mat=0.413, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  37%|▎| 98/264 [02:29<04:15,  1.54s/it, loss=0.060, mat=0.413, sens=0.000, deg=0.000
Ep 004/100 [S1:deg_only]:  37%|▎| 98/264 [02:30<04:15,  1.54s/it, loss=0.029, mat=0.406, sens=0.784, deg=0.000
Ep 004/100 [S1:deg_only]:  38%|▍| 99/264 [02:30<04:12,  1.53s/it, loss=0.029, mat=0.406, sens=0.784, deg=0.000
Ep 004/100 [S1:deg_only]:  38%|▍| 99/264 [02:32<04:12,  1.53s/it, loss=0.014, mat=0.402, sens=0.000, deg=0.001
Ep 004/100 [S1:deg_only]:  38%|▍| 100/264 [02:32<04:10,  1.53s/it, loss=0.014, mat=0.402, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  38%|▍| 100/264 [02:33<04:10,  1.53s/it, loss=0.039, mat=0.397, sens=1.367, deg=0.00
Ep 004/100 [S1:deg_only]:  38%|▍| 101/264 [02:33<04:08,  1.52s/it, loss=0.039, mat=0.397, sens=1.367, deg=0.00
Ep 004/100 [S1:deg_only]:  38%|▍| 101/264 [02:35<04:08,  1.52s/it, loss=0.012, mat=0.403, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  39%|▍| 102/264 [02:35<04:06,  1.52s/it, loss=0.012, mat=0.403, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  39%|▍| 102/264 [02:36<04:06,  1.52s/it, loss=0.036, mat=0.403, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  39%|▍| 103/264 [02:36<04:04,  1.52s/it, loss=0.036, mat=0.403, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  39%|▍| 103/264 [02:38<04:04,  1.52s/it, loss=0.105, mat=0.388, sens=1.337, deg=0.00
Ep 004/100 [S1:deg_only]:  39%|▍| 104/264 [02:38<04:02,  1.52s/it, loss=0.105, mat=0.388, sens=1.337, deg=0.00
Ep 004/100 [S1:deg_only]:  39%|▍| 104/264 [02:39<04:02,  1.52s/it, loss=0.045, mat=0.409, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  40%|▍| 105/264 [02:39<04:00,  1.51s/it, loss=0.045, mat=0.409, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  40%|▍| 105/264 [02:41<04:00,  1.51s/it, loss=0.051, mat=0.403, sens=2.713, deg=0.00
Ep 004/100 [S1:deg_only]:  40%|▍| 106/264 [02:41<03:59,  1.51s/it, loss=0.051, mat=0.403, sens=2.713, deg=0.00
Ep 004/100 [S1:deg_only]:  40%|▍| 106/264 [02:42<03:59,  1.51s/it, loss=0.049, mat=0.393, sens=0.796, deg=0.00
Ep 004/100 [S1:deg_only]:  41%|▍| 107/264 [02:42<03:57,  1.51s/it, loss=0.049, mat=0.393, sens=0.796, deg=0.00
Ep 004/100 [S1:deg_only]:  41%|▍| 107/264 [02:44<03:57,  1.51s/it, loss=0.032, mat=0.396, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  41%|▍| 108/264 [02:44<03:56,  1.52s/it, loss=0.032, mat=0.396, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  41%|▍| 108/264 [02:45<03:56,  1.52s/it, loss=0.035, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  41%|▍| 109/264 [02:45<03:54,  1.52s/it, loss=0.035, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  41%|▍| 109/264 [02:47<03:54,  1.52s/it, loss=0.016, mat=0.403, sens=2.921, deg=0.00
Ep 004/100 [S1:deg_only]:  42%|▍| 110/264 [02:47<03:56,  1.54s/it, loss=0.016, mat=0.403, sens=2.921, deg=0.00
Ep 004/100 [S1:deg_only]:  42%|▍| 110/264 [02:48<03:56,  1.54s/it, loss=0.063, mat=0.406, sens=1.109, deg=0.00
Ep 004/100 [S1:deg_only]:  42%|▍| 111/264 [02:48<03:54,  1.53s/it, loss=0.063, mat=0.406, sens=1.109, deg=0.00
Ep 004/100 [S1:deg_only]:  42%|▍| 111/264 [02:50<03:54,  1.53s/it, loss=0.059, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  42%|▍| 112/264 [02:50<03:51,  1.52s/it, loss=0.059, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  42%|▍| 112/264 [02:51<03:51,  1.52s/it, loss=0.021, mat=0.406, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  43%|▍| 113/264 [02:51<03:49,  1.52s/it, loss=0.021, mat=0.406, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  43%|▍| 113/264 [02:53<03:49,  1.52s/it, loss=0.034, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  43%|▍| 114/264 [02:53<03:48,  1.52s/it, loss=0.034, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  43%|▍| 114/264 [02:54<03:48,  1.52s/it, loss=0.047, mat=0.396, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  44%|▍| 115/264 [02:54<03:46,  1.52s/it, loss=0.047, mat=0.396, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  44%|▍| 115/264 [02:56<03:46,  1.52s/it, loss=0.096, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  44%|▍| 116/264 [02:56<03:44,  1.52s/it, loss=0.096, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.089, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  44%|▍| 117/264 [02:57<03:43,  1.52s/it, loss=0.089, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  44%|▍| 117/264 [02:59<03:43,  1.52s/it, loss=0.023, mat=0.398, sens=1.251, deg=0.00
Ep 004/100 [S1:deg_only]:  45%|▍| 118/264 [02:59<03:41,  1.52s/it, loss=0.023, mat=0.398, sens=1.251, deg=0.00
Ep 004/100 [S1:deg_only]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.031, mat=0.395, sens=0.925, deg=0.00
Ep 004/100 [S1:deg_only]:  45%|▍| 119/264 [03:00<03:39,  1.52s/it, loss=0.031, mat=0.395, sens=0.925, deg=0.00
Ep 004/100 [S1:deg_only]:  45%|▍| 119/264 [03:02<03:39,  1.52s/it, loss=0.046, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  45%|▍| 120/264 [03:02<03:38,  1.52s/it, loss=0.046, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  45%|▍| 120/264 [03:03<03:38,  1.52s/it, loss=0.150, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  46%|▍| 121/264 [03:03<03:36,  1.51s/it, loss=0.150, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.036, mat=0.404, sens=0.847, deg=0.00
Ep 004/100 [S1:deg_only]:  46%|▍| 122/264 [03:05<03:35,  1.52s/it, loss=0.036, mat=0.404, sens=0.847, deg=0.00
Ep 004/100 [S1:deg_only]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.069, mat=0.401, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  47%|▍| 123/264 [03:06<03:33,  1.52s/it, loss=0.069, mat=0.401, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  47%|▍| 123/264 [03:08<03:33,  1.52s/it, loss=0.068, mat=0.401, sens=4.801, deg=0.00
Ep 004/100 [S1:deg_only]:  47%|▍| 124/264 [03:08<03:32,  1.52s/it, loss=0.068, mat=0.401, sens=4.801, deg=0.00
Ep 004/100 [S1:deg_only]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.062, mat=0.402, sens=1.309, deg=0.00
Ep 004/100 [S1:deg_only]:  47%|▍| 125/264 [03:09<03:30,  1.52s/it, loss=0.062, mat=0.402, sens=1.309, deg=0.00
Ep 004/100 [S1:deg_only]:  47%|▍| 125/264 [03:11<03:30,  1.52s/it, loss=0.047, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=0.047, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  48%|▍| 126/264 [03:12<03:28,  1.51s/it, loss=0.032, mat=0.400, sens=1.108, deg=0.00
Ep 004/100 [S1:deg_only]:  48%|▍| 127/264 [03:12<03:27,  1.51s/it, loss=0.032, mat=0.400, sens=1.108, deg=0.00
Ep 004/100 [S1:deg_only]:  48%|▍| 127/264 [03:14<03:27,  1.51s/it, loss=0.096, mat=0.397, sens=1.675, deg=0.00
Ep 004/100 [S1:deg_only]:  48%|▍| 128/264 [03:14<03:28,  1.54s/it, loss=0.096, mat=0.397, sens=1.675, deg=0.00
Ep 004/100 [S1:deg_only]:  48%|▍| 128/264 [03:16<03:28,  1.54s/it, loss=0.033, mat=0.412, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  49%|▍| 129/264 [03:16<03:26,  1.53s/it, loss=0.033, mat=0.412, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  49%|▍| 129/264 [03:17<03:26,  1.53s/it, loss=0.046, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  49%|▍| 130/264 [03:17<03:24,  1.52s/it, loss=0.046, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  49%|▍| 130/264 [03:19<03:24,  1.52s/it, loss=0.022, mat=0.397, sens=3.461, deg=0.00
Ep 004/100 [S1:deg_only]:  50%|▍| 131/264 [03:19<03:22,  1.52s/it, loss=0.022, mat=0.397, sens=3.461, deg=0.00
Ep 004/100 [S1:deg_only]:  50%|▍| 131/264 [03:20<03:22,  1.52s/it, loss=0.044, mat=0.412, sens=2.402, deg=0.00
Ep 004/100 [S1:deg_only]:  50%|▌| 132/264 [03:20<03:20,  1.52s/it, loss=0.044, mat=0.412, sens=2.402, deg=0.00
Ep 004/100 [S1:deg_only]:  50%|▌| 132/264 [03:22<03:20,  1.52s/it, loss=0.069, mat=0.396, sens=4.098, deg=0.00
Ep 004/100 [S1:deg_only]:  50%|▌| 133/264 [03:22<03:19,  1.52s/it, loss=0.069, mat=0.396, sens=4.098, deg=0.00
Ep 004/100 [S1:deg_only]:  50%|▌| 133/264 [03:23<03:19,  1.52s/it, loss=0.058, mat=0.391, sens=0.988, deg=0.00
Ep 004/100 [S1:deg_only]:  51%|▌| 134/264 [03:23<03:17,  1.52s/it, loss=0.058, mat=0.391, sens=0.988, deg=0.00
Ep 004/100 [S1:deg_only]:  51%|▌| 134/264 [03:25<03:17,  1.52s/it, loss=0.029, mat=0.401, sens=0.978, deg=0.00
Ep 004/100 [S1:deg_only]:  51%|▌| 135/264 [03:25<03:16,  1.52s/it, loss=0.029, mat=0.401, sens=0.978, deg=0.00
Ep 004/100 [S1:deg_only]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.024, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  52%|▌| 136/264 [03:26<03:14,  1.52s/it, loss=0.024, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.012, mat=0.395, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  52%|▌| 137/264 [03:28<03:13,  1.52s/it, loss=0.012, mat=0.395, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  52%|▌| 137/264 [03:29<03:13,  1.52s/it, loss=0.051, mat=0.405, sens=1.336, deg=0.00
Ep 004/100 [S1:deg_only]:  52%|▌| 138/264 [03:29<03:11,  1.52s/it, loss=0.051, mat=0.405, sens=1.336, deg=0.00
Ep 004/100 [S1:deg_only]:  52%|▌| 138/264 [03:31<03:11,  1.52s/it, loss=0.079, mat=0.410, sens=1.630, deg=0.00
Ep 004/100 [S1:deg_only]:  53%|▌| 139/264 [03:31<03:09,  1.52s/it, loss=0.079, mat=0.410, sens=1.630, deg=0.00
Ep 004/100 [S1:deg_only]:  53%|▌| 139/264 [03:32<03:09,  1.52s/it, loss=0.030, mat=0.404, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.030, mat=0.404, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.050, mat=0.392, sens=0.791, deg=0.00
Ep 004/100 [S1:deg_only]:  53%|▌| 141/264 [03:34<03:06,  1.51s/it, loss=0.050, mat=0.392, sens=0.791, deg=0.00
Ep 004/100 [S1:deg_only]:  53%|▌| 141/264 [03:35<03:06,  1.51s/it, loss=0.034, mat=0.395, sens=0.880, deg=0.00
Ep 004/100 [S1:deg_only]:  54%|▌| 142/264 [03:35<03:04,  1.52s/it, loss=0.034, mat=0.395, sens=0.880, deg=0.00
Ep 004/100 [S1:deg_only]:  54%|▌| 142/264 [03:37<03:04,  1.52s/it, loss=0.027, mat=0.397, sens=1.133, deg=0.00
Ep 004/100 [S1:deg_only]:  54%|▌| 143/264 [03:37<03:05,  1.54s/it, loss=0.027, mat=0.397, sens=1.133, deg=0.00
Ep 004/100 [S1:deg_only]:  54%|▌| 143/264 [03:38<03:05,  1.54s/it, loss=0.041, mat=0.401, sens=1.895, deg=0.00
Ep 004/100 [S1:deg_only]:  55%|▌| 144/264 [03:38<03:03,  1.53s/it, loss=0.041, mat=0.401, sens=1.895, deg=0.00
Ep 004/100 [S1:deg_only]:  55%|▌| 144/264 [03:40<03:03,  1.53s/it, loss=0.065, mat=0.402, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  55%|▌| 145/264 [03:40<03:01,  1.53s/it, loss=0.065, mat=0.402, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  55%|▌| 145/264 [03:41<03:01,  1.53s/it, loss=0.020, mat=0.402, sens=2.032, deg=0.00
Ep 004/100 [S1:deg_only]:  55%|▌| 146/264 [03:41<02:59,  1.52s/it, loss=0.020, mat=0.402, sens=2.032, deg=0.00
Ep 004/100 [S1:deg_only]:  55%|▌| 146/264 [03:43<02:59,  1.52s/it, loss=0.023, mat=0.382, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  56%|▌| 147/264 [03:43<02:58,  1.52s/it, loss=0.023, mat=0.382, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  56%|▌| 147/264 [03:44<02:58,  1.52s/it, loss=0.019, mat=0.398, sens=0.786, deg=0.00
Ep 004/100 [S1:deg_only]:  56%|▌| 148/264 [03:44<02:56,  1.52s/it, loss=0.019, mat=0.398, sens=0.786, deg=0.00
Ep 004/100 [S1:deg_only]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.054, mat=0.391, sens=0.976, deg=0.00
Ep 004/100 [S1:deg_only]:  56%|▌| 149/264 [03:46<02:54,  1.52s/it, loss=0.054, mat=0.391, sens=0.976, deg=0.00
Ep 004/100 [S1:deg_only]:  56%|▌| 149/264 [03:48<02:54,  1.52s/it, loss=0.028, mat=0.408, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  57%|▌| 150/264 [03:48<02:52,  1.52s/it, loss=0.028, mat=0.408, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  57%|▌| 150/264 [03:49<02:52,  1.52s/it, loss=0.012, mat=0.395, sens=1.075, deg=0.00
Ep 004/100 [S1:deg_only]:  57%|▌| 151/264 [03:49<02:51,  1.51s/it, loss=0.012, mat=0.395, sens=1.075, deg=0.00
Ep 004/100 [S1:deg_only]:  57%|▌| 151/264 [03:51<02:51,  1.51s/it, loss=0.035, mat=0.389, sens=1.437, deg=0.00
Ep 004/100 [S1:deg_only]:  58%|▌| 152/264 [03:51<02:49,  1.52s/it, loss=0.035, mat=0.389, sens=1.437, deg=0.00
Ep 004/100 [S1:deg_only]:  58%|▌| 152/264 [03:52<02:49,  1.52s/it, loss=0.035, mat=0.392, sens=0.953, deg=0.00
Ep 004/100 [S1:deg_only]:  58%|▌| 153/264 [03:52<02:48,  1.52s/it, loss=0.035, mat=0.392, sens=0.953, deg=0.00
Ep 004/100 [S1:deg_only]:  58%|▌| 153/264 [03:54<02:48,  1.52s/it, loss=0.036, mat=0.396, sens=0.820, deg=0.00
Ep 004/100 [S1:deg_only]:  58%|▌| 154/264 [03:54<02:46,  1.52s/it, loss=0.036, mat=0.396, sens=0.820, deg=0.00
Ep 004/100 [S1:deg_only]:  58%|▌| 154/264 [03:55<02:46,  1.52s/it, loss=0.020, mat=0.398, sens=1.080, deg=0.00
Ep 004/100 [S1:deg_only]:  59%|▌| 155/264 [03:55<02:47,  1.54s/it, loss=0.020, mat=0.398, sens=1.080, deg=0.00
Ep 004/100 [S1:deg_only]:  59%|▌| 155/264 [03:57<02:47,  1.54s/it, loss=0.054, mat=0.405, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  59%|▌| 156/264 [03:57<02:45,  1.53s/it, loss=0.054, mat=0.405, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  59%|▌| 156/264 [03:58<02:45,  1.53s/it, loss=0.011, mat=0.395, sens=1.540, deg=0.00
Ep 004/100 [S1:deg_only]:  59%|▌| 157/264 [03:58<02:43,  1.53s/it, loss=0.011, mat=0.395, sens=1.540, deg=0.00
Ep 004/100 [S1:deg_only]:  59%|▌| 157/264 [04:00<02:43,  1.53s/it, loss=0.032, mat=0.402, sens=0.792, deg=0.00
Ep 004/100 [S1:deg_only]:  60%|▌| 158/264 [04:00<02:41,  1.52s/it, loss=0.032, mat=0.402, sens=0.792, deg=0.00
Ep 004/100 [S1:deg_only]:  60%|▌| 158/264 [04:01<02:41,  1.52s/it, loss=0.031, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  60%|▌| 159/264 [04:01<02:39,  1.52s/it, loss=0.031, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  60%|▌| 159/264 [04:03<02:39,  1.52s/it, loss=0.016, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  61%|▌| 160/264 [04:03<02:37,  1.52s/it, loss=0.016, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  61%|▌| 160/264 [04:04<02:37,  1.52s/it, loss=0.033, mat=0.399, sens=1.185, deg=0.00
Ep 004/100 [S1:deg_only]:  61%|▌| 161/264 [04:04<02:36,  1.52s/it, loss=0.033, mat=0.399, sens=1.185, deg=0.00
Ep 004/100 [S1:deg_only]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.092, mat=0.402, sens=2.427, deg=0.00
Ep 004/100 [S1:deg_only]:  61%|▌| 162/264 [04:06<02:34,  1.52s/it, loss=0.092, mat=0.402, sens=2.427, deg=0.00
Ep 004/100 [S1:deg_only]:  61%|▌| 162/264 [04:07<02:34,  1.52s/it, loss=0.021, mat=0.409, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  62%|▌| 163/264 [04:07<02:32,  1.51s/it, loss=0.021, mat=0.409, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  62%|▌| 163/264 [04:09<02:32,  1.51s/it, loss=0.078, mat=0.385, sens=0.937, deg=0.00
Ep 004/100 [S1:deg_only]:  62%|▌| 164/264 [04:09<02:31,  1.52s/it, loss=0.078, mat=0.385, sens=0.937, deg=0.00
Ep 004/100 [S1:deg_only]:  62%|▌| 164/264 [04:10<02:31,  1.52s/it, loss=0.049, mat=0.387, sens=0.835, deg=0.00
Ep 004/100 [S1:deg_only]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.049, mat=0.387, sens=0.835, deg=0.00
Ep 004/100 [S1:deg_only]:  62%|▋| 165/264 [04:12<02:29,  1.51s/it, loss=0.028, mat=0.396, sens=1.333, deg=0.00
Ep 004/100 [S1:deg_only]:  63%|▋| 166/264 [04:12<02:28,  1.51s/it, loss=0.028, mat=0.396, sens=1.333, deg=0.00
Ep 004/100 [S1:deg_only]:  63%|▋| 166/264 [04:13<02:28,  1.51s/it, loss=0.042, mat=0.405, sens=1.144, deg=0.00
Ep 004/100 [S1:deg_only]:  63%|▋| 167/264 [04:13<02:26,  1.52s/it, loss=0.042, mat=0.405, sens=1.144, deg=0.00
Ep 004/100 [S1:deg_only]:  63%|▋| 167/264 [04:15<02:26,  1.52s/it, loss=0.032, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  64%|▋| 168/264 [04:15<02:25,  1.51s/it, loss=0.032, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  64%|▋| 168/264 [04:16<02:25,  1.51s/it, loss=0.305, mat=0.399, sens=3.272, deg=0.00
Ep 004/100 [S1:deg_only]:  64%|▋| 169/264 [04:16<02:23,  1.51s/it, loss=0.305, mat=0.399, sens=3.272, deg=0.00
Ep 004/100 [S1:deg_only]:  64%|▋| 169/264 [04:18<02:23,  1.51s/it, loss=0.021, mat=0.409, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  64%|▋| 170/264 [04:18<02:22,  1.52s/it, loss=0.021, mat=0.409, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.042, mat=0.389, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  65%|▋| 171/264 [04:19<02:20,  1.51s/it, loss=0.042, mat=0.389, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  65%|▋| 171/264 [04:21<02:20,  1.51s/it, loss=0.047, mat=0.399, sens=1.326, deg=0.00
Ep 004/100 [S1:deg_only]:  65%|▋| 172/264 [04:21<02:19,  1.52s/it, loss=0.047, mat=0.399, sens=1.326, deg=0.00
Ep 004/100 [S1:deg_only]:  65%|▋| 172/264 [04:22<02:19,  1.52s/it, loss=0.029, mat=0.387, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  66%|▋| 173/264 [04:22<02:17,  1.52s/it, loss=0.029, mat=0.387, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  66%|▋| 173/264 [04:24<02:17,  1.52s/it, loss=0.722, mat=0.415, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  66%|▋| 174/264 [04:24<02:18,  1.54s/it, loss=0.722, mat=0.415, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  66%|▋| 174/264 [04:26<02:18,  1.54s/it, loss=0.037, mat=0.403, sens=1.920, deg=0.00
Ep 004/100 [S1:deg_only]:  66%|▋| 175/264 [04:26<02:16,  1.53s/it, loss=0.037, mat=0.403, sens=1.920, deg=0.00
Ep 004/100 [S1:deg_only]:  66%|▋| 175/264 [04:27<02:16,  1.53s/it, loss=0.025, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  67%|▋| 176/264 [04:27<02:14,  1.53s/it, loss=0.025, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  67%|▋| 176/264 [04:29<02:14,  1.53s/it, loss=0.031, mat=0.390, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  67%|▋| 177/264 [04:29<02:12,  1.52s/it, loss=0.031, mat=0.390, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  67%|▋| 177/264 [04:30<02:12,  1.52s/it, loss=0.043, mat=0.416, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  67%|▋| 178/264 [04:30<02:10,  1.52s/it, loss=0.043, mat=0.416, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  67%|▋| 178/264 [04:32<02:10,  1.52s/it, loss=0.027, mat=0.409, sens=4.115, deg=0.00
Ep 004/100 [S1:deg_only]:  68%|▋| 179/264 [04:32<02:08,  1.52s/it, loss=0.027, mat=0.409, sens=4.115, deg=0.00
Ep 004/100 [S1:deg_only]:  68%|▋| 179/264 [04:33<02:08,  1.52s/it, loss=0.187, mat=0.397, sens=1.000, deg=0.00
Ep 004/100 [S1:deg_only]:  68%|▋| 180/264 [04:33<02:07,  1.52s/it, loss=0.187, mat=0.397, sens=1.000, deg=0.00
Ep 004/100 [S1:deg_only]:  68%|▋| 180/264 [04:35<02:07,  1.52s/it, loss=0.015, mat=0.413, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.015, mat=0.413, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=0.027, mat=0.397, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  69%|▋| 182/264 [04:36<02:04,  1.51s/it, loss=0.027, mat=0.397, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  69%|▋| 182/264 [04:38<02:04,  1.51s/it, loss=0.036, mat=0.399, sens=1.996, deg=0.00
Ep 004/100 [S1:deg_only]:  69%|▋| 183/264 [04:38<02:02,  1.51s/it, loss=0.036, mat=0.399, sens=1.996, deg=0.00
Ep 004/100 [S1:deg_only]:  69%|▋| 183/264 [04:39<02:02,  1.51s/it, loss=0.027, mat=0.403, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  70%|▋| 184/264 [04:39<02:01,  1.51s/it, loss=0.027, mat=0.403, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  70%|▋| 184/264 [04:41<02:01,  1.51s/it, loss=0.021, mat=0.394, sens=0.798, deg=0.00
Ep 004/100 [S1:deg_only]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.021, mat=0.394, sens=0.798, deg=0.00
Ep 004/100 [S1:deg_only]:  70%|▋| 185/264 [04:42<01:59,  1.51s/it, loss=0.044, mat=0.407, sens=0.786, deg=0.00
Ep 004/100 [S1:deg_only]:  70%|▋| 186/264 [04:42<01:58,  1.51s/it, loss=0.044, mat=0.407, sens=0.786, deg=0.00
Ep 004/100 [S1:deg_only]:  70%|▋| 186/264 [04:44<01:58,  1.51s/it, loss=0.108, mat=0.414, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.108, mat=0.414, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.039, mat=0.400, sens=1.792, deg=0.00
Ep 004/100 [S1:deg_only]:  71%|▋| 188/264 [04:45<01:56,  1.54s/it, loss=0.039, mat=0.400, sens=1.792, deg=0.00
Ep 004/100 [S1:deg_only]:  71%|▋| 188/264 [04:47<01:56,  1.54s/it, loss=0.028, mat=0.389, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  72%|▋| 189/264 [04:47<01:54,  1.53s/it, loss=0.028, mat=0.389, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  72%|▋| 189/264 [04:48<01:54,  1.53s/it, loss=0.021, mat=0.406, sens=0.825, deg=0.00
Ep 004/100 [S1:deg_only]:  72%|▋| 190/264 [04:48<01:52,  1.52s/it, loss=0.021, mat=0.406, sens=0.825, deg=0.00
Ep 004/100 [S1:deg_only]:  72%|▋| 190/264 [04:50<01:52,  1.52s/it, loss=0.026, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  72%|▋| 191/264 [04:50<01:50,  1.52s/it, loss=0.026, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  72%|▋| 191/264 [04:51<01:50,  1.52s/it, loss=0.006, mat=0.388, sens=0.823, deg=0.00
Ep 004/100 [S1:deg_only]:  73%|▋| 192/264 [04:51<01:49,  1.51s/it, loss=0.006, mat=0.388, sens=0.823, deg=0.00
Ep 004/100 [S1:deg_only]:  73%|▋| 192/264 [04:53<01:49,  1.51s/it, loss=0.195, mat=0.405, sens=0.786, deg=0.00
Ep 004/100 [S1:deg_only]:  73%|▋| 193/264 [04:53<01:47,  1.52s/it, loss=0.195, mat=0.405, sens=0.786, deg=0.00
Ep 004/100 [S1:deg_only]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=0.021, mat=0.400, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.021, mat=0.400, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  73%|▋| 194/264 [04:56<01:45,  1.51s/it, loss=0.011, mat=0.396, sens=2.938, deg=0.00
Ep 004/100 [S1:deg_only]:  74%|▋| 195/264 [04:56<01:44,  1.51s/it, loss=0.011, mat=0.396, sens=2.938, deg=0.00
Ep 004/100 [S1:deg_only]:  74%|▋| 195/264 [04:57<01:44,  1.51s/it, loss=0.030, mat=0.405, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  74%|▋| 196/264 [04:57<01:42,  1.51s/it, loss=0.030, mat=0.405, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  74%|▋| 196/264 [04:59<01:42,  1.51s/it, loss=0.020, mat=0.403, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  75%|▋| 197/264 [04:59<01:41,  1.51s/it, loss=0.020, mat=0.403, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  75%|▋| 197/264 [05:00<01:41,  1.51s/it, loss=0.025, mat=0.405, sens=2.271, deg=0.00
Ep 004/100 [S1:deg_only]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=0.025, mat=0.405, sens=2.271, deg=0.00
Ep 004/100 [S1:deg_only]:  75%|▊| 198/264 [05:02<01:39,  1.51s/it, loss=0.030, mat=0.396, sens=0.962, deg=0.00
Ep 004/100 [S1:deg_only]:  75%|▊| 199/264 [05:02<01:38,  1.51s/it, loss=0.030, mat=0.396, sens=0.962, deg=0.00
Ep 004/100 [S1:deg_only]:  75%|▊| 199/264 [05:03<01:38,  1.51s/it, loss=0.029, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  76%|▊| 200/264 [05:03<01:38,  1.54s/it, loss=0.029, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  76%|▊| 200/264 [05:05<01:38,  1.54s/it, loss=0.020, mat=0.402, sens=0.798, deg=0.00
Ep 004/100 [S1:deg_only]:  76%|▊| 201/264 [05:05<01:36,  1.53s/it, loss=0.020, mat=0.402, sens=0.798, deg=0.00
Ep 004/100 [S1:deg_only]:  76%|▊| 201/264 [05:07<01:36,  1.53s/it, loss=0.054, mat=0.397, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  77%|▊| 202/264 [05:07<01:34,  1.53s/it, loss=0.054, mat=0.397, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  77%|▊| 202/264 [05:08<01:34,  1.53s/it, loss=0.019, mat=0.407, sens=1.380, deg=0.00
Ep 004/100 [S1:deg_only]:  77%|▊| 203/264 [05:08<01:32,  1.52s/it, loss=0.019, mat=0.407, sens=1.380, deg=0.00
Ep 004/100 [S1:deg_only]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.026, mat=0.391, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  77%|▊| 204/264 [05:10<01:31,  1.52s/it, loss=0.026, mat=0.391, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  77%|▊| 204/264 [05:11<01:31,  1.52s/it, loss=0.041, mat=0.385, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  78%|▊| 205/264 [05:11<01:29,  1.52s/it, loss=0.041, mat=0.385, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.038, mat=0.389, sens=1.050, deg=0.00
Ep 004/100 [S1:deg_only]:  78%|▊| 206/264 [05:13<01:27,  1.52s/it, loss=0.038, mat=0.389, sens=1.050, deg=0.00
Ep 004/100 [S1:deg_only]:  78%|▊| 206/264 [05:14<01:27,  1.52s/it, loss=0.050, mat=0.400, sens=1.320, deg=0.00
Ep 004/100 [S1:deg_only]:  78%|▊| 207/264 [05:14<01:26,  1.51s/it, loss=0.050, mat=0.400, sens=1.320, deg=0.00
Ep 004/100 [S1:deg_only]:  78%|▊| 207/264 [05:16<01:26,  1.51s/it, loss=0.058, mat=0.385, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  79%|▊| 208/264 [05:16<01:24,  1.52s/it, loss=0.058, mat=0.385, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  79%|▊| 208/264 [05:17<01:24,  1.52s/it, loss=0.031, mat=0.390, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  79%|▊| 209/264 [05:17<01:23,  1.51s/it, loss=0.031, mat=0.390, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  79%|▊| 209/264 [05:19<01:23,  1.51s/it, loss=0.059, mat=0.414, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  80%|▊| 210/264 [05:19<01:21,  1.52s/it, loss=0.059, mat=0.414, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  80%|▊| 210/264 [05:20<01:21,  1.52s/it, loss=0.041, mat=0.392, sens=0.785, deg=0.00
Ep 004/100 [S1:deg_only]:  80%|▊| 211/264 [05:20<01:20,  1.51s/it, loss=0.041, mat=0.392, sens=0.785, deg=0.00
Ep 004/100 [S1:deg_only]:  80%|▊| 211/264 [05:22<01:20,  1.51s/it, loss=0.043, mat=0.389, sens=4.094, deg=0.00
Ep 004/100 [S1:deg_only]:  80%|▊| 212/264 [05:22<01:18,  1.52s/it, loss=0.043, mat=0.389, sens=4.094, deg=0.00
Ep 004/100 [S1:deg_only]:  80%|▊| 212/264 [05:23<01:18,  1.52s/it, loss=0.043, mat=0.395, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  81%|▊| 213/264 [05:23<01:17,  1.52s/it, loss=0.043, mat=0.395, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.105, mat=0.378, sens=1.154, deg=0.00
Ep 004/100 [S1:deg_only]:  81%|▊| 214/264 [05:25<01:15,  1.52s/it, loss=0.105, mat=0.378, sens=1.154, deg=0.00
Ep 004/100 [S1:deg_only]:  81%|▊| 214/264 [05:26<01:15,  1.52s/it, loss=0.032, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  81%|▊| 215/264 [05:26<01:14,  1.52s/it, loss=0.032, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.057, mat=0.406, sens=0.785, deg=0.00
Ep 004/100 [S1:deg_only]:  82%|▊| 216/264 [05:28<01:12,  1.52s/it, loss=0.057, mat=0.406, sens=0.785, deg=0.00
Ep 004/100 [S1:deg_only]:  82%|▊| 216/264 [05:29<01:12,  1.52s/it, loss=0.019, mat=0.389, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  82%|▊| 217/264 [05:29<01:11,  1.52s/it, loss=0.019, mat=0.389, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  82%|▊| 217/264 [05:31<01:11,  1.52s/it, loss=0.066, mat=0.389, sens=0.932, deg=0.00
Ep 004/100 [S1:deg_only]:  83%|▊| 218/264 [05:31<01:10,  1.54s/it, loss=0.066, mat=0.389, sens=0.932, deg=0.00
Ep 004/100 [S1:deg_only]:  83%|▊| 218/264 [05:32<01:10,  1.54s/it, loss=0.027, mat=0.408, sens=1.484, deg=0.00
Ep 004/100 [S1:deg_only]:  83%|▊| 219/264 [05:32<01:08,  1.53s/it, loss=0.027, mat=0.408, sens=1.484, deg=0.00
Ep 004/100 [S1:deg_only]:  83%|▊| 219/264 [05:34<01:08,  1.53s/it, loss=0.029, mat=0.405, sens=0.790, deg=0.00
Ep 004/100 [S1:deg_only]:  83%|▊| 220/264 [05:34<01:07,  1.53s/it, loss=0.029, mat=0.405, sens=0.790, deg=0.00
Ep 004/100 [S1:deg_only]:  83%|▊| 220/264 [05:35<01:07,  1.53s/it, loss=0.023, mat=0.405, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  84%|▊| 221/264 [05:35<01:05,  1.52s/it, loss=0.023, mat=0.405, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.022, mat=0.395, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  84%|▊| 222/264 [05:37<01:03,  1.52s/it, loss=0.022, mat=0.395, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  84%|▊| 222/264 [05:38<01:03,  1.52s/it, loss=0.050, mat=0.387, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  84%|▊| 223/264 [05:38<01:02,  1.52s/it, loss=0.050, mat=0.387, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.030, mat=0.402, sens=2.070, deg=0.00
Ep 004/100 [S1:deg_only]:  85%|▊| 224/264 [05:40<01:00,  1.51s/it, loss=0.030, mat=0.402, sens=2.070, deg=0.00
Ep 004/100 [S1:deg_only]:  85%|▊| 224/264 [05:41<01:00,  1.51s/it, loss=0.024, mat=0.393, sens=1.337, deg=0.00
Ep 004/100 [S1:deg_only]:  85%|▊| 225/264 [05:41<00:59,  1.51s/it, loss=0.024, mat=0.393, sens=1.337, deg=0.00
Ep 004/100 [S1:deg_only]:  85%|▊| 225/264 [05:43<00:59,  1.51s/it, loss=0.026, mat=0.411, sens=0.910, deg=0.00
Ep 004/100 [S1:deg_only]:  86%|▊| 226/264 [05:43<00:57,  1.52s/it, loss=0.026, mat=0.411, sens=0.910, deg=0.00
Ep 004/100 [S1:deg_only]:  86%|▊| 226/264 [05:44<00:57,  1.52s/it, loss=0.042, mat=0.402, sens=1.099, deg=0.00
Ep 004/100 [S1:deg_only]:  86%|▊| 227/264 [05:44<00:56,  1.52s/it, loss=0.042, mat=0.402, sens=1.099, deg=0.00
Ep 004/100 [S1:deg_only]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.054, mat=0.384, sens=0.796, deg=0.00
Ep 004/100 [S1:deg_only]:  86%|▊| 228/264 [05:46<00:54,  1.52s/it, loss=0.054, mat=0.384, sens=0.796, deg=0.00
Ep 004/100 [S1:deg_only]:  86%|▊| 228/264 [05:47<00:54,  1.52s/it, loss=0.029, mat=0.392, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  87%|▊| 229/264 [05:47<00:52,  1.51s/it, loss=0.029, mat=0.392, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  87%|▊| 229/264 [05:49<00:52,  1.51s/it, loss=0.038, mat=0.397, sens=1.122, deg=0.00
Ep 004/100 [S1:deg_only]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.038, mat=0.397, sens=1.122, deg=0.00
Ep 004/100 [S1:deg_only]:  87%|▊| 230/264 [05:51<00:51,  1.51s/it, loss=0.131, mat=0.400, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.131, mat=0.400, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  88%|▉| 231/264 [05:52<00:49,  1.51s/it, loss=0.023, mat=0.409, sens=2.416, deg=0.00
Ep 004/100 [S1:deg_only]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.023, mat=0.409, sens=2.416, deg=0.00
Ep 004/100 [S1:deg_only]:  88%|▉| 232/264 [05:54<00:48,  1.51s/it, loss=0.048, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  88%|▉| 233/264 [05:54<00:47,  1.54s/it, loss=0.048, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  88%|▉| 233/264 [05:55<00:47,  1.54s/it, loss=0.087, mat=0.396, sens=0.895, deg=0.00
Ep 004/100 [S1:deg_only]:  89%|▉| 234/264 [05:55<00:45,  1.53s/it, loss=0.087, mat=0.396, sens=0.895, deg=0.00
Ep 004/100 [S1:deg_only]:  89%|▉| 234/264 [05:57<00:45,  1.53s/it, loss=0.025, mat=0.404, sens=1.141, deg=0.00
Ep 004/100 [S1:deg_only]:  89%|▉| 235/264 [05:57<00:44,  1.53s/it, loss=0.025, mat=0.404, sens=1.141, deg=0.00
Ep 004/100 [S1:deg_only]:  89%|▉| 235/264 [05:58<00:44,  1.53s/it, loss=0.821, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  89%|▉| 236/264 [05:58<00:42,  1.52s/it, loss=0.821, mat=0.398, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.025, mat=0.405, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  90%|▉| 237/264 [06:00<00:41,  1.52s/it, loss=0.025, mat=0.405, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  90%|▉| 237/264 [06:01<00:41,  1.52s/it, loss=0.034, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  90%|▉| 238/264 [06:01<00:39,  1.52s/it, loss=0.034, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.060, mat=0.393, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.060, mat=0.393, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  91%|▉| 239/264 [06:04<00:37,  1.51s/it, loss=0.022, mat=0.414, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  91%|▉| 240/264 [06:04<00:36,  1.51s/it, loss=0.022, mat=0.414, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  91%|▉| 240/264 [06:06<00:36,  1.51s/it, loss=0.016, mat=0.393, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.016, mat=0.393, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  91%|▉| 241/264 [06:07<00:34,  1.51s/it, loss=0.011, mat=0.402, sens=0.980, deg=0.00
Ep 004/100 [S1:deg_only]:  92%|▉| 242/264 [06:07<00:33,  1.51s/it, loss=0.011, mat=0.402, sens=0.980, deg=0.00
Ep 004/100 [S1:deg_only]:  92%|▉| 242/264 [06:09<00:33,  1.51s/it, loss=0.017, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  92%|▉| 243/264 [06:09<00:31,  1.52s/it, loss=0.017, mat=0.399, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  92%|▉| 243/264 [06:10<00:31,  1.52s/it, loss=0.034, mat=0.404, sens=1.077, deg=0.00
Ep 004/100 [S1:deg_only]:  92%|▉| 244/264 [06:10<00:30,  1.52s/it, loss=0.034, mat=0.404, sens=1.077, deg=0.00
Ep 004/100 [S1:deg_only]:  92%|▉| 244/264 [06:12<00:30,  1.52s/it, loss=0.032, mat=0.412, sens=1.030, deg=0.00
Ep 004/100 [S1:deg_only]:  93%|▉| 245/264 [06:12<00:29,  1.54s/it, loss=0.032, mat=0.412, sens=1.030, deg=0.00
Ep 004/100 [S1:deg_only]:  93%|▉| 245/264 [06:13<00:29,  1.54s/it, loss=0.034, mat=0.391, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  93%|▉| 246/264 [06:13<00:27,  1.53s/it, loss=0.034, mat=0.391, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  93%|▉| 246/264 [06:15<00:27,  1.53s/it, loss=0.511, mat=0.402, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  94%|▉| 247/264 [06:15<00:25,  1.52s/it, loss=0.511, mat=0.402, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  94%|▉| 247/264 [06:16<00:25,  1.52s/it, loss=0.453, mat=0.413, sens=0.981, deg=0.00
Ep 004/100 [S1:deg_only]:  94%|▉| 248/264 [06:16<00:24,  1.52s/it, loss=0.453, mat=0.413, sens=0.981, deg=0.00
Ep 004/100 [S1:deg_only]:  94%|▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.062, mat=0.385, sens=0.795, deg=0.00
Ep 004/100 [S1:deg_only]:  94%|▉| 249/264 [06:18<00:22,  1.52s/it, loss=0.062, mat=0.385, sens=0.795, deg=0.00
Ep 004/100 [S1:deg_only]:  94%|▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.032, mat=0.396, sens=1.210, deg=0.00
Ep 004/100 [S1:deg_only]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.032, mat=0.396, sens=1.210, deg=0.00
Ep 004/100 [S1:deg_only]:  95%|▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.018, mat=0.400, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.018, mat=0.400, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  95%|▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.036, mat=0.386, sens=1.249, deg=0.00
Ep 004/100 [S1:deg_only]:  95%|▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.036, mat=0.386, sens=1.249, deg=0.00
Ep 004/100 [S1:deg_only]:  95%|▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.023, mat=0.415, sens=0.893, deg=0.00
Ep 004/100 [S1:deg_only]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.023, mat=0.415, sens=0.893, deg=0.00
Ep 004/100 [S1:deg_only]:  96%|▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.034, mat=0.389, sens=1.051, deg=0.00
Ep 004/100 [S1:deg_only]:  96%|▉| 254/264 [06:25<00:15,  1.51s/it, loss=0.034, mat=0.389, sens=1.051, deg=0.00
Ep 004/100 [S1:deg_only]:  96%|▉| 254/264 [06:27<00:15,  1.51s/it, loss=0.683, mat=0.387, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.683, mat=0.387, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  97%|▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.061, mat=0.389, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  97%|▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.061, mat=0.389, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  97%|▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.032, mat=0.404, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.032, mat=0.404, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  97%|▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.029, mat=0.405, sens=1.969, deg=0.00
Ep 004/100 [S1:deg_only]:  98%|▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.029, mat=0.405, sens=1.969, deg=0.00
Ep 004/100 [S1:deg_only]:  98%|▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.014, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  98%|▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.014, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  98%|▉| 259/264 [06:35<00:07,  1.51s/it, loss=0.046, mat=0.404, sens=1.074, deg=0.00
Ep 004/100 [S1:deg_only]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.046, mat=0.404, sens=1.074, deg=0.00
Ep 004/100 [S1:deg_only]:  98%|▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.023, mat=0.407, sens=1.008, deg=0.00
Ep 004/100 [S1:deg_only]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.023, mat=0.407, sens=1.008, deg=0.00
Ep 004/100 [S1:deg_only]:  99%|▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.039, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.039, mat=0.394, sens=0.000, deg=0.00
Ep 004/100 [S1:deg_only]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.031, mat=0.390, sens=0.865, deg=0.00
Ep 004/100 [S1:deg_only]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.031, mat=0.390, sens=0.865, deg=0.00
Ep 004/100 [S1:deg_only]: 100%|▉| 263/264 [06:41<00:01,  1.51s/it, loss=0.029, mat=0.389, sens=5.114, deg=0.00
Ep 004/100 [S1:deg_only]: 100%|█| 264/264 [06:41<00:00,  1.53s/it, loss=0.029, mat=0.389, sens=5.114, deg=0.00
                                                                                                              
Epoch 004/100 [S1:deg_only]  loss=0.0759  mat=0.3991  sens=0.8354  deg=0.0009  orth=0.0750  α=0.0 β=0.0 γ=1.0  401s

Ep 005/100 [S1:deg_only]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 005/100 [S1:deg_only]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.023, mat=0.403, sens=3.002, deg=0.001]
Ep 005/100 [S1:deg_only]:   0%| | 1/264 [00:02<08:52,  2.02s/it, loss=0.023, mat=0.403, sens=3.002, deg=0.001]
Ep 005/100 [S1:deg_only]:   0%| | 1/264 [00:03<08:52,  2.02s/it, loss=0.054, mat=0.388, sens=0.000, deg=0.001]
Ep 005/100 [S1:deg_only]:   1%| | 2/264 [00:03<07:30,  1.72s/it, loss=0.054, mat=0.388, sens=0.000, deg=0.001]
Ep 005/100 [S1:deg_only]:   1%| | 2/264 [00:05<07:30,  1.72s/it, loss=0.036, mat=0.397, sens=1.869, deg=0.001]
Ep 005/100 [S1:deg_only]:   1%| | 3/264 [00:05<07:03,  1.62s/it, loss=0.036, mat=0.397, sens=1.869, deg=0.001]
Ep 005/100 [S1:deg_only]:   1%| | 3/264 [00:06<07:03,  1.62s/it, loss=0.042, mat=0.393, sens=0.000, deg=0.000]
Ep 005/100 [S1:deg_only]:   2%| | 4/264 [00:06<06:49,  1.58s/it, loss=0.042, mat=0.393, sens=0.000, deg=0.000]
Ep 005/100 [S1:deg_only]:   2%| | 4/264 [00:08<06:49,  1.58s/it, loss=0.027, mat=0.397, sens=1.264, deg=0.000]
Ep 005/100 [S1:deg_only]:   2%| | 5/264 [00:08<06:41,  1.55s/it, loss=0.027, mat=0.397, sens=1.264, deg=0.000]
Ep 005/100 [S1:deg_only]:   2%| | 5/264 [00:09<06:41,  1.55s/it, loss=0.059, mat=0.406, sens=0.000, deg=0.000]
Ep 005/100 [S1:deg_only]:   2%| | 6/264 [00:09<06:35,  1.53s/it, loss=0.059, mat=0.406, sens=0.000, deg=0.000]
Ep 005/100 [S1:deg_only]:   2%| | 6/264 [00:11<06:35,  1.53s/it, loss=0.009, mat=0.391, sens=0.884, deg=0.000]
Ep 005/100 [S1:deg_only]:   3%| | 7/264 [00:11<06:31,  1.52s/it, loss=0.009, mat=0.391, sens=0.884, deg=0.000]
Ep 005/100 [S1:deg_only]:   3%| | 7/264 [00:12<06:31,  1.52s/it, loss=0.049, mat=0.390, sens=0.792, deg=0.001]
Ep 005/100 [S1:deg_only]:   3%| | 8/264 [00:12<06:29,  1.52s/it, loss=0.049, mat=0.390, sens=0.792, deg=0.001]
Ep 005/100 [S1:deg_only]:   3%| | 8/264 [00:14<06:29,  1.52s/it, loss=0.015, mat=0.393, sens=0.000, deg=0.000]
Ep 005/100 [S1:deg_only]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.015, mat=0.393, sens=0.000, deg=0.000]
Ep 005/100 [S1:deg_only]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.068, mat=0.394, sens=0.000, deg=0.001]
Ep 005/100 [S1:deg_only]:   4%| | 10/264 [00:15<06:24,  1.52s/it, loss=0.068, mat=0.394, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:   4%| | 10/264 [00:17<06:24,  1.52s/it, loss=0.053, mat=0.398, sens=0.794, deg=0.000
Ep 005/100 [S1:deg_only]:   4%| | 11/264 [00:17<06:22,  1.51s/it, loss=0.053, mat=0.398, sens=0.794, deg=0.000
Ep 005/100 [S1:deg_only]:   4%| | 11/264 [00:18<06:22,  1.51s/it, loss=0.010, mat=0.401, sens=1.364, deg=0.000
Ep 005/100 [S1:deg_only]:   5%| | 12/264 [00:18<06:20,  1.51s/it, loss=0.010, mat=0.401, sens=1.364, deg=0.000
Ep 005/100 [S1:deg_only]:   5%| | 12/264 [00:20<06:20,  1.51s/it, loss=0.020, mat=0.396, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:   5%| | 13/264 [00:20<06:19,  1.51s/it, loss=0.020, mat=0.396, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:   5%| | 13/264 [00:21<06:19,  1.51s/it, loss=0.043, mat=0.395, sens=1.191, deg=0.001
Ep 005/100 [S1:deg_only]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.043, mat=0.395, sens=1.191, deg=0.001
Ep 005/100 [S1:deg_only]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.014, mat=0.404, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.014, mat=0.404, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:   6%| | 15/264 [00:24<06:16,  1.51s/it, loss=0.010, mat=0.400, sens=0.931, deg=0.000
Ep 005/100 [S1:deg_only]:   6%| | 16/264 [00:24<06:14,  1.51s/it, loss=0.010, mat=0.400, sens=0.931, deg=0.000
Ep 005/100 [S1:deg_only]:   6%| | 16/264 [00:26<06:14,  1.51s/it, loss=0.021, mat=0.404, sens=1.493, deg=0.000
Ep 005/100 [S1:deg_only]:   6%| | 17/264 [00:26<06:20,  1.54s/it, loss=0.021, mat=0.404, sens=1.493, deg=0.000
Ep 005/100 [S1:deg_only]:   6%| | 17/264 [00:27<06:20,  1.54s/it, loss=0.026, mat=0.403, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:   7%| | 18/264 [00:27<06:16,  1.53s/it, loss=0.026, mat=0.403, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:   7%| | 18/264 [00:29<06:16,  1.53s/it, loss=0.022, mat=0.382, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:   7%| | 19/264 [00:29<06:13,  1.53s/it, loss=0.022, mat=0.382, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:   7%| | 19/264 [00:30<06:13,  1.53s/it, loss=0.017, mat=0.393, sens=0.961, deg=0.000
Ep 005/100 [S1:deg_only]:   8%| | 20/264 [00:30<06:11,  1.52s/it, loss=0.017, mat=0.393, sens=0.961, deg=0.000
Ep 005/100 [S1:deg_only]:   8%| | 20/264 [00:32<06:11,  1.52s/it, loss=0.020, mat=0.389, sens=1.655, deg=0.001
Ep 005/100 [S1:deg_only]:   8%| | 21/264 [00:32<06:09,  1.52s/it, loss=0.020, mat=0.389, sens=1.655, deg=0.001
Ep 005/100 [S1:deg_only]:   8%| | 21/264 [00:33<06:09,  1.52s/it, loss=0.033, mat=0.408, sens=0.990, deg=0.000
Ep 005/100 [S1:deg_only]:   8%| | 22/264 [00:33<06:07,  1.52s/it, loss=0.033, mat=0.408, sens=0.990, deg=0.000
Ep 005/100 [S1:deg_only]:   8%| | 22/264 [00:35<06:07,  1.52s/it, loss=0.013, mat=0.395, sens=1.264, deg=0.000
Ep 005/100 [S1:deg_only]:   9%| | 23/264 [00:35<06:06,  1.52s/it, loss=0.013, mat=0.395, sens=1.264, deg=0.000
Ep 005/100 [S1:deg_only]:   9%| | 23/264 [00:36<06:06,  1.52s/it, loss=0.026, mat=0.393, sens=0.806, deg=0.000
Ep 005/100 [S1:deg_only]:   9%| | 24/264 [00:36<06:04,  1.52s/it, loss=0.026, mat=0.393, sens=0.806, deg=0.000
Ep 005/100 [S1:deg_only]:   9%| | 24/264 [00:38<06:04,  1.52s/it, loss=0.596, mat=0.398, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:   9%| | 25/264 [00:38<06:02,  1.52s/it, loss=0.596, mat=0.398, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:   9%| | 25/264 [00:39<06:02,  1.52s/it, loss=0.020, mat=0.396, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  10%| | 26/264 [00:39<06:00,  1.51s/it, loss=0.020, mat=0.396, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  10%| | 26/264 [00:41<06:00,  1.51s/it, loss=0.043, mat=0.403, sens=0.786, deg=0.000
Ep 005/100 [S1:deg_only]:  10%| | 27/264 [00:41<05:58,  1.51s/it, loss=0.043, mat=0.403, sens=0.786, deg=0.000
Ep 005/100 [S1:deg_only]:  10%| | 27/264 [00:42<05:58,  1.51s/it, loss=0.034, mat=0.392, sens=0.790, deg=0.000
Ep 005/100 [S1:deg_only]:  11%| | 28/264 [00:42<05:57,  1.51s/it, loss=0.034, mat=0.392, sens=0.790, deg=0.000
Ep 005/100 [S1:deg_only]:  11%| | 28/264 [00:44<05:57,  1.51s/it, loss=0.095, mat=0.392, sens=0.792, deg=0.000
Ep 005/100 [S1:deg_only]:  11%| | 29/264 [00:44<05:56,  1.52s/it, loss=0.095, mat=0.392, sens=0.792, deg=0.000
Ep 005/100 [S1:deg_only]:  11%| | 29/264 [00:45<05:56,  1.52s/it, loss=0.075, mat=0.387, sens=0.911, deg=0.000
Ep 005/100 [S1:deg_only]:  11%| | 30/264 [00:45<05:54,  1.52s/it, loss=0.075, mat=0.387, sens=0.911, deg=0.000
Ep 005/100 [S1:deg_only]:  11%| | 30/264 [00:47<05:54,  1.52s/it, loss=0.016, mat=0.380, sens=2.004, deg=0.000
Ep 005/100 [S1:deg_only]:  12%| | 31/264 [00:47<05:57,  1.54s/it, loss=0.016, mat=0.380, sens=2.004, deg=0.000
Ep 005/100 [S1:deg_only]:  12%| | 31/264 [00:49<05:57,  1.54s/it, loss=0.029, mat=0.403, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  12%| | 32/264 [00:49<05:54,  1.53s/it, loss=0.029, mat=0.403, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  12%| | 32/264 [00:50<05:54,  1.53s/it, loss=0.017, mat=0.382, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  12%|▏| 33/264 [00:50<05:52,  1.53s/it, loss=0.017, mat=0.382, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  12%|▏| 33/264 [00:52<05:52,  1.53s/it, loss=0.076, mat=0.392, sens=0.818, deg=0.001
Ep 005/100 [S1:deg_only]:  13%|▏| 34/264 [00:52<05:49,  1.52s/it, loss=0.076, mat=0.392, sens=0.818, deg=0.001
Ep 005/100 [S1:deg_only]:  13%|▏| 34/264 [00:53<05:49,  1.52s/it, loss=0.007, mat=0.395, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  13%|▏| 35/264 [00:53<05:47,  1.52s/it, loss=0.007, mat=0.395, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  13%|▏| 35/264 [00:55<05:47,  1.52s/it, loss=0.039, mat=0.404, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  14%|▏| 36/264 [00:55<05:45,  1.52s/it, loss=0.039, mat=0.404, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  14%|▏| 36/264 [00:56<05:45,  1.52s/it, loss=0.036, mat=0.396, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  14%|▏| 37/264 [00:56<05:43,  1.51s/it, loss=0.036, mat=0.396, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  14%|▏| 37/264 [00:58<05:43,  1.51s/it, loss=0.158, mat=0.388, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  14%|▏| 38/264 [00:58<05:42,  1.52s/it, loss=0.158, mat=0.388, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  14%|▏| 38/264 [00:59<05:42,  1.52s/it, loss=0.040, mat=0.383, sens=1.063, deg=0.000
Ep 005/100 [S1:deg_only]:  15%|▏| 39/264 [00:59<05:40,  1.51s/it, loss=0.040, mat=0.383, sens=1.063, deg=0.000
Ep 005/100 [S1:deg_only]:  15%|▏| 39/264 [01:01<05:40,  1.51s/it, loss=0.132, mat=0.377, sens=0.847, deg=0.000
Ep 005/100 [S1:deg_only]:  15%|▏| 40/264 [01:01<05:39,  1.51s/it, loss=0.132, mat=0.377, sens=0.847, deg=0.000
Ep 005/100 [S1:deg_only]:  15%|▏| 40/264 [01:02<05:39,  1.51s/it, loss=0.112, mat=0.409, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.112, mat=0.409, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.022, mat=0.407, sens=0.926, deg=0.000
Ep 005/100 [S1:deg_only]:  16%|▏| 42/264 [01:04<05:36,  1.51s/it, loss=0.022, mat=0.407, sens=0.926, deg=0.000
Ep 005/100 [S1:deg_only]:  16%|▏| 42/264 [01:05<05:36,  1.51s/it, loss=0.028, mat=0.395, sens=1.365, deg=0.000
Ep 005/100 [S1:deg_only]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.028, mat=0.395, sens=1.365, deg=0.000
Ep 005/100 [S1:deg_only]:  16%|▏| 43/264 [01:07<05:34,  1.51s/it, loss=0.023, mat=0.393, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  17%|▏| 44/264 [01:07<05:32,  1.51s/it, loss=0.023, mat=0.393, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  17%|▏| 44/264 [01:08<05:32,  1.51s/it, loss=0.034, mat=0.376, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  17%|▏| 45/264 [01:08<05:31,  1.51s/it, loss=0.034, mat=0.376, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.027, mat=0.398, sens=2.744, deg=0.001
Ep 005/100 [S1:deg_only]:  17%|▏| 46/264 [01:10<05:30,  1.51s/it, loss=0.027, mat=0.398, sens=2.744, deg=0.001
Ep 005/100 [S1:deg_only]:  17%|▏| 46/264 [01:11<05:30,  1.51s/it, loss=0.031, mat=0.403, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  18%|▏| 47/264 [01:11<05:28,  1.51s/it, loss=0.031, mat=0.403, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  18%|▏| 47/264 [01:13<05:28,  1.51s/it, loss=0.134, mat=0.396, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.134, mat=0.396, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=0.019, mat=0.408, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  19%|▏| 49/264 [01:14<05:25,  1.51s/it, loss=0.019, mat=0.408, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  19%|▏| 49/264 [01:16<05:25,  1.51s/it, loss=0.011, mat=0.394, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  19%|▏| 50/264 [01:16<05:24,  1.51s/it, loss=0.011, mat=0.394, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  19%|▏| 50/264 [01:17<05:24,  1.51s/it, loss=0.037, mat=0.403, sens=2.576, deg=0.001
Ep 005/100 [S1:deg_only]:  19%|▏| 51/264 [01:17<05:22,  1.52s/it, loss=0.037, mat=0.403, sens=2.576, deg=0.001
Ep 005/100 [S1:deg_only]:  19%|▏| 51/264 [01:19<05:22,  1.52s/it, loss=0.024, mat=0.404, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  20%|▏| 52/264 [01:19<05:21,  1.52s/it, loss=0.024, mat=0.404, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  20%|▏| 52/264 [01:20<05:21,  1.52s/it, loss=0.017, mat=0.401, sens=1.242, deg=0.001
Ep 005/100 [S1:deg_only]:  20%|▏| 53/264 [01:20<05:19,  1.52s/it, loss=0.017, mat=0.401, sens=1.242, deg=0.001
Ep 005/100 [S1:deg_only]:  20%|▏| 53/264 [01:22<05:19,  1.52s/it, loss=0.009, mat=0.402, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  20%|▏| 54/264 [01:22<05:18,  1.52s/it, loss=0.009, mat=0.402, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  20%|▏| 54/264 [01:23<05:18,  1.52s/it, loss=0.016, mat=0.392, sens=1.282, deg=0.000
Ep 005/100 [S1:deg_only]:  21%|▏| 55/264 [01:23<05:16,  1.51s/it, loss=0.016, mat=0.392, sens=1.282, deg=0.000
Ep 005/100 [S1:deg_only]:  21%|▏| 55/264 [01:25<05:16,  1.51s/it, loss=0.014, mat=0.391, sens=0.800, deg=0.001
Ep 005/100 [S1:deg_only]:  21%|▏| 56/264 [01:25<05:15,  1.51s/it, loss=0.014, mat=0.391, sens=0.800, deg=0.001
Ep 005/100 [S1:deg_only]:  21%|▏| 56/264 [01:26<05:15,  1.51s/it, loss=0.035, mat=0.392, sens=0.905, deg=0.001
Ep 005/100 [S1:deg_only]:  22%|▏| 57/264 [01:26<05:13,  1.51s/it, loss=0.035, mat=0.392, sens=0.905, deg=0.001
Ep 005/100 [S1:deg_only]:  22%|▏| 57/264 [01:28<05:13,  1.51s/it, loss=0.045, mat=0.396, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  22%|▏| 58/264 [01:28<05:11,  1.51s/it, loss=0.045, mat=0.396, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  22%|▏| 58/264 [01:29<05:11,  1.51s/it, loss=0.034, mat=0.397, sens=0.787, deg=0.000
Ep 005/100 [S1:deg_only]:  22%|▏| 59/264 [01:29<05:10,  1.51s/it, loss=0.034, mat=0.397, sens=0.787, deg=0.000
Ep 005/100 [S1:deg_only]:  22%|▏| 59/264 [01:31<05:10,  1.51s/it, loss=0.080, mat=0.394, sens=0.960, deg=0.000
Ep 005/100 [S1:deg_only]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.080, mat=0.394, sens=0.960, deg=0.000
Ep 005/100 [S1:deg_only]:  23%|▏| 60/264 [01:32<05:08,  1.51s/it, loss=0.018, mat=0.400, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  23%|▏| 61/264 [01:32<05:07,  1.51s/it, loss=0.018, mat=0.400, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  23%|▏| 61/264 [01:34<05:07,  1.51s/it, loss=0.012, mat=0.400, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  23%|▏| 62/264 [01:34<05:10,  1.54s/it, loss=0.012, mat=0.400, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  23%|▏| 62/264 [01:36<05:10,  1.54s/it, loss=0.027, mat=0.399, sens=0.814, deg=0.000
Ep 005/100 [S1:deg_only]:  24%|▏| 63/264 [01:36<05:07,  1.53s/it, loss=0.027, mat=0.399, sens=0.814, deg=0.000
Ep 005/100 [S1:deg_only]:  24%|▏| 63/264 [01:37<05:07,  1.53s/it, loss=0.025, mat=0.396, sens=0.795, deg=0.000
Ep 005/100 [S1:deg_only]:  24%|▏| 64/264 [01:37<05:04,  1.52s/it, loss=0.025, mat=0.396, sens=0.795, deg=0.000
Ep 005/100 [S1:deg_only]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.040, mat=0.396, sens=1.160, deg=0.000
Ep 005/100 [S1:deg_only]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.040, mat=0.396, sens=1.160, deg=0.000
Ep 005/100 [S1:deg_only]:  25%|▏| 65/264 [01:40<05:02,  1.52s/it, loss=0.024, mat=0.400, sens=0.791, deg=0.000
Ep 005/100 [S1:deg_only]:  25%|▎| 66/264 [01:40<05:00,  1.52s/it, loss=0.024, mat=0.400, sens=0.791, deg=0.000
Ep 005/100 [S1:deg_only]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.022, mat=0.403, sens=3.840, deg=0.000
Ep 005/100 [S1:deg_only]:  25%|▎| 67/264 [01:42<04:58,  1.52s/it, loss=0.022, mat=0.403, sens=3.840, deg=0.000
Ep 005/100 [S1:deg_only]:  25%|▎| 67/264 [01:43<04:58,  1.52s/it, loss=0.017, mat=0.389, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  26%|▎| 68/264 [01:43<04:56,  1.51s/it, loss=0.017, mat=0.389, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  26%|▎| 68/264 [01:45<04:56,  1.51s/it, loss=0.055, mat=0.395, sens=1.051, deg=0.000
Ep 005/100 [S1:deg_only]:  26%|▎| 69/264 [01:45<04:55,  1.51s/it, loss=0.055, mat=0.395, sens=1.051, deg=0.000
Ep 005/100 [S1:deg_only]:  26%|▎| 69/264 [01:46<04:55,  1.51s/it, loss=0.019, mat=0.404, sens=0.905, deg=0.000
Ep 005/100 [S1:deg_only]:  27%|▎| 70/264 [01:46<04:53,  1.51s/it, loss=0.019, mat=0.404, sens=0.905, deg=0.000
Ep 005/100 [S1:deg_only]:  27%|▎| 70/264 [01:48<04:53,  1.51s/it, loss=0.022, mat=0.400, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  27%|▎| 71/264 [01:48<04:51,  1.51s/it, loss=0.022, mat=0.400, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  27%|▎| 71/264 [01:49<04:51,  1.51s/it, loss=0.032, mat=0.395, sens=0.789, deg=0.000
Ep 005/100 [S1:deg_only]:  27%|▎| 72/264 [01:49<04:50,  1.51s/it, loss=0.032, mat=0.395, sens=0.789, deg=0.000
Ep 005/100 [S1:deg_only]:  27%|▎| 72/264 [01:51<04:50,  1.51s/it, loss=0.029, mat=0.401, sens=1.423, deg=0.000
Ep 005/100 [S1:deg_only]:  28%|▎| 73/264 [01:51<04:49,  1.51s/it, loss=0.029, mat=0.401, sens=1.423, deg=0.000
Ep 005/100 [S1:deg_only]:  28%|▎| 73/264 [01:52<04:49,  1.51s/it, loss=0.017, mat=0.397, sens=0.780, deg=0.000
Ep 005/100 [S1:deg_only]:  28%|▎| 74/264 [01:52<04:47,  1.51s/it, loss=0.017, mat=0.397, sens=0.780, deg=0.000
Ep 005/100 [S1:deg_only]:  28%|▎| 74/264 [01:54<04:47,  1.51s/it, loss=0.047, mat=0.388, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  28%|▎| 75/264 [01:54<04:46,  1.51s/it, loss=0.047, mat=0.388, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  28%|▎| 75/264 [01:55<04:46,  1.51s/it, loss=0.039, mat=0.393, sens=0.810, deg=0.001
Ep 005/100 [S1:deg_only]:  29%|▎| 76/264 [01:55<04:49,  1.54s/it, loss=0.039, mat=0.393, sens=0.810, deg=0.001
Ep 005/100 [S1:deg_only]:  29%|▎| 76/264 [01:57<04:49,  1.54s/it, loss=0.014, mat=0.393, sens=1.045, deg=0.000
Ep 005/100 [S1:deg_only]:  29%|▎| 77/264 [01:57<04:46,  1.53s/it, loss=0.014, mat=0.393, sens=1.045, deg=0.000
Ep 005/100 [S1:deg_only]:  29%|▎| 77/264 [01:58<04:46,  1.53s/it, loss=0.021, mat=0.396, sens=0.873, deg=0.000
Ep 005/100 [S1:deg_only]:  30%|▎| 78/264 [01:58<04:43,  1.53s/it, loss=0.021, mat=0.396, sens=0.873, deg=0.000
Ep 005/100 [S1:deg_only]:  30%|▎| 78/264 [02:00<04:43,  1.53s/it, loss=0.014, mat=0.392, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  30%|▎| 79/264 [02:00<04:41,  1.52s/it, loss=0.014, mat=0.392, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  30%|▎| 79/264 [02:01<04:41,  1.52s/it, loss=0.048, mat=0.383, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  30%|▎| 80/264 [02:01<04:39,  1.52s/it, loss=0.048, mat=0.383, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  30%|▎| 80/264 [02:03<04:39,  1.52s/it, loss=0.007, mat=0.386, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  31%|▎| 81/264 [02:03<04:37,  1.52s/it, loss=0.007, mat=0.386, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  31%|▎| 81/264 [02:04<04:37,  1.52s/it, loss=0.026, mat=0.390, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  31%|▎| 82/264 [02:04<04:36,  1.52s/it, loss=0.026, mat=0.390, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  31%|▎| 82/264 [02:06<04:36,  1.52s/it, loss=0.089, mat=0.386, sens=1.285, deg=0.000
Ep 005/100 [S1:deg_only]:  31%|▎| 83/264 [02:06<04:34,  1.51s/it, loss=0.089, mat=0.386, sens=1.285, deg=0.000
Ep 005/100 [S1:deg_only]:  31%|▎| 83/264 [02:07<04:34,  1.51s/it, loss=0.224, mat=0.394, sens=2.455, deg=0.001
Ep 005/100 [S1:deg_only]:  32%|▎| 84/264 [02:07<04:33,  1.52s/it, loss=0.224, mat=0.394, sens=2.455, deg=0.001
Ep 005/100 [S1:deg_only]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.010, mat=0.401, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.010, mat=0.401, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  32%|▎| 85/264 [02:10<04:31,  1.52s/it, loss=0.009, mat=0.388, sens=0.795, deg=0.000
Ep 005/100 [S1:deg_only]:  33%|▎| 86/264 [02:10<04:29,  1.52s/it, loss=0.009, mat=0.388, sens=0.795, deg=0.000
Ep 005/100 [S1:deg_only]:  33%|▎| 86/264 [02:12<04:29,  1.52s/it, loss=0.008, mat=0.399, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  33%|▎| 87/264 [02:12<04:28,  1.52s/it, loss=0.008, mat=0.399, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=0.069, mat=0.387, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  33%|▎| 88/264 [02:14<04:30,  1.54s/it, loss=0.069, mat=0.387, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  33%|▎| 88/264 [02:15<04:30,  1.54s/it, loss=0.010, mat=0.391, sens=0.933, deg=0.001
Ep 005/100 [S1:deg_only]:  34%|▎| 89/264 [02:15<04:27,  1.53s/it, loss=0.010, mat=0.391, sens=0.933, deg=0.001
Ep 005/100 [S1:deg_only]:  34%|▎| 89/264 [02:17<04:27,  1.53s/it, loss=0.059, mat=0.380, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  34%|▎| 90/264 [02:17<04:25,  1.52s/it, loss=0.059, mat=0.380, sens=0.000, deg=0.001
Ep 005/100 [S1:deg_only]:  34%|▎| 90/264 [02:18<04:25,  1.52s/it, loss=0.012, mat=0.385, sens=1.358, deg=0.000
Ep 005/100 [S1:deg_only]:  34%|▎| 91/264 [02:18<04:23,  1.52s/it, loss=0.012, mat=0.385, sens=1.358, deg=0.000
Ep 005/100 [S1:deg_only]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.013, mat=0.387, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.013, mat=0.387, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.014, mat=0.392, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  35%|▎| 93/264 [02:21<04:19,  1.52s/it, loss=0.014, mat=0.392, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.017, mat=0.391, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  36%|▎| 94/264 [02:23<04:17,  1.52s/it, loss=0.017, mat=0.391, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  36%|▎| 94/264 [02:24<04:17,  1.52s/it, loss=0.011, mat=0.393, sens=0.792, deg=0.000
Ep 005/100 [S1:deg_only]:  36%|▎| 95/264 [02:24<04:15,  1.51s/it, loss=0.011, mat=0.393, sens=0.792, deg=0.000
Ep 005/100 [S1:deg_only]:  36%|▎| 95/264 [02:26<04:15,  1.51s/it, loss=0.022, mat=0.395, sens=1.309, deg=0.000
Ep 005/100 [S1:deg_only]:  36%|▎| 96/264 [02:26<04:14,  1.51s/it, loss=0.022, mat=0.395, sens=1.309, deg=0.000
Ep 005/100 [S1:deg_only]:  36%|▎| 96/264 [02:27<04:14,  1.51s/it, loss=0.008, mat=0.400, sens=1.483, deg=0.000
Ep 005/100 [S1:deg_only]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.008, mat=0.400, sens=1.483, deg=0.000
Ep 005/100 [S1:deg_only]:  37%|▎| 97/264 [02:29<04:12,  1.51s/it, loss=0.021, mat=0.392, sens=2.180, deg=0.000
Ep 005/100 [S1:deg_only]:  37%|▎| 98/264 [02:29<04:11,  1.51s/it, loss=0.021, mat=0.392, sens=2.180, deg=0.000
Ep 005/100 [S1:deg_only]:  37%|▎| 98/264 [02:30<04:11,  1.51s/it, loss=0.006, mat=0.405, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  38%|▍| 99/264 [02:30<04:09,  1.51s/it, loss=0.006, mat=0.405, sens=0.000, deg=0.000
Ep 005/100 [S1:deg_only]:  38%|▍| 99/264 [02:32<04:09,  1.51s/it, loss=0.023, mat=0.386, sens=0.938, deg=0.000
Ep 005/100 [S1:deg_only]:  38%|▍| 100/264 [02:32<04:08,  1.52s/it, loss=0.023, mat=0.386, sens=0.938, deg=0.00
Ep 005/100 [S1:deg_only]:  38%|▍| 100/264 [02:33<04:08,  1.52s/it, loss=0.059, mat=0.397, sens=0.810, deg=0.00
Ep 005/100 [S1:deg_only]:  38%|▍| 101/264 [02:33<04:07,  1.52s/it, loss=0.059, mat=0.397, sens=0.810, deg=0.00
Ep 005/100 [S1:deg_only]:  38%|▍| 101/264 [02:35<04:07,  1.52s/it, loss=0.015, mat=0.394, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  39%|▍| 102/264 [02:35<04:05,  1.51s/it, loss=0.015, mat=0.394, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  39%|▍| 102/264 [02:36<04:05,  1.51s/it, loss=0.012, mat=0.399, sens=0.900, deg=0.00
Ep 005/100 [S1:deg_only]:  39%|▍| 103/264 [02:36<04:03,  1.51s/it, loss=0.012, mat=0.399, sens=0.900, deg=0.00
Ep 005/100 [S1:deg_only]:  39%|▍| 103/264 [02:38<04:03,  1.51s/it, loss=0.003, mat=0.386, sens=1.220, deg=0.00
Ep 005/100 [S1:deg_only]:  39%|▍| 104/264 [02:38<04:02,  1.51s/it, loss=0.003, mat=0.386, sens=1.220, deg=0.00
Ep 005/100 [S1:deg_only]:  39%|▍| 104/264 [02:39<04:02,  1.51s/it, loss=0.008, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  40%|▍| 105/264 [02:39<04:00,  1.51s/it, loss=0.008, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  40%|▍| 105/264 [02:41<04:00,  1.51s/it, loss=0.020, mat=0.383, sens=1.162, deg=0.00
Ep 005/100 [S1:deg_only]:  40%|▍| 106/264 [02:41<04:02,  1.53s/it, loss=0.020, mat=0.383, sens=1.162, deg=0.00
Ep 005/100 [S1:deg_only]:  40%|▍| 106/264 [02:42<04:02,  1.53s/it, loss=0.017, mat=0.396, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  41%|▍| 107/264 [02:42<03:59,  1.53s/it, loss=0.017, mat=0.396, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  41%|▍| 107/264 [02:44<03:59,  1.53s/it, loss=0.014, mat=0.390, sens=0.788, deg=0.00
Ep 005/100 [S1:deg_only]:  41%|▍| 108/264 [02:44<03:57,  1.52s/it, loss=0.014, mat=0.390, sens=0.788, deg=0.00
Ep 005/100 [S1:deg_only]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.028, mat=0.389, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  41%|▍| 109/264 [02:45<03:55,  1.52s/it, loss=0.028, mat=0.389, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  41%|▍| 109/264 [02:47<03:55,  1.52s/it, loss=0.009, mat=0.396, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  42%|▍| 110/264 [02:47<03:53,  1.52s/it, loss=0.009, mat=0.396, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  42%|▍| 110/264 [02:48<03:53,  1.52s/it, loss=0.007, mat=0.399, sens=1.131, deg=0.00
Ep 005/100 [S1:deg_only]:  42%|▍| 111/264 [02:48<03:51,  1.52s/it, loss=0.007, mat=0.399, sens=1.131, deg=0.00
Ep 005/100 [S1:deg_only]:  42%|▍| 111/264 [02:50<03:51,  1.52s/it, loss=0.011, mat=0.405, sens=0.907, deg=0.00
Ep 005/100 [S1:deg_only]:  42%|▍| 112/264 [02:50<03:50,  1.52s/it, loss=0.011, mat=0.405, sens=0.907, deg=0.00
Ep 005/100 [S1:deg_only]:  42%|▍| 112/264 [02:51<03:50,  1.52s/it, loss=0.052, mat=0.406, sens=1.840, deg=0.00
Ep 005/100 [S1:deg_only]:  43%|▍| 113/264 [02:51<03:49,  1.52s/it, loss=0.052, mat=0.406, sens=1.840, deg=0.00
Ep 005/100 [S1:deg_only]:  43%|▍| 113/264 [02:53<03:49,  1.52s/it, loss=0.028, mat=0.403, sens=2.336, deg=0.00
Ep 005/100 [S1:deg_only]:  43%|▍| 114/264 [02:53<03:47,  1.52s/it, loss=0.028, mat=0.403, sens=2.336, deg=0.00
Ep 005/100 [S1:deg_only]:  43%|▍| 114/264 [02:54<03:47,  1.52s/it, loss=0.055, mat=0.404, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  44%|▍| 115/264 [02:54<03:46,  1.52s/it, loss=0.055, mat=0.404, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  44%|▍| 115/264 [02:56<03:46,  1.52s/it, loss=0.035, mat=0.406, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  44%|▍| 116/264 [02:56<03:44,  1.52s/it, loss=0.035, mat=0.406, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.018, mat=0.403, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  44%|▍| 117/264 [02:58<03:42,  1.52s/it, loss=0.018, mat=0.403, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  44%|▍| 117/264 [02:59<03:42,  1.52s/it, loss=0.015, mat=0.387, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  45%|▍| 118/264 [02:59<03:41,  1.51s/it, loss=0.015, mat=0.387, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  45%|▍| 118/264 [03:01<03:41,  1.51s/it, loss=0.531, mat=0.406, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  45%|▍| 119/264 [03:01<03:39,  1.51s/it, loss=0.531, mat=0.406, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  45%|▍| 119/264 [03:02<03:39,  1.51s/it, loss=0.029, mat=0.398, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  45%|▍| 120/264 [03:02<03:37,  1.51s/it, loss=0.029, mat=0.398, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  45%|▍| 120/264 [03:04<03:37,  1.51s/it, loss=0.009, mat=0.391, sens=0.797, deg=0.00
Ep 005/100 [S1:deg_only]:  46%|▍| 121/264 [03:04<03:39,  1.53s/it, loss=0.009, mat=0.391, sens=0.797, deg=0.00
Ep 005/100 [S1:deg_only]:  46%|▍| 121/264 [03:05<03:39,  1.53s/it, loss=0.021, mat=0.391, sens=1.352, deg=0.00
Ep 005/100 [S1:deg_only]:  46%|▍| 122/264 [03:05<03:37,  1.53s/it, loss=0.021, mat=0.391, sens=1.352, deg=0.00
Ep 005/100 [S1:deg_only]:  46%|▍| 122/264 [03:07<03:37,  1.53s/it, loss=0.020, mat=0.388, sens=0.918, deg=0.00
Ep 005/100 [S1:deg_only]:  47%|▍| 123/264 [03:07<03:34,  1.52s/it, loss=0.020, mat=0.388, sens=0.918, deg=0.00
Ep 005/100 [S1:deg_only]:  47%|▍| 123/264 [03:08<03:34,  1.52s/it, loss=0.033, mat=0.399, sens=4.271, deg=0.00
Ep 005/100 [S1:deg_only]:  47%|▍| 124/264 [03:08<03:32,  1.52s/it, loss=0.033, mat=0.399, sens=4.271, deg=0.00
Ep 005/100 [S1:deg_only]:  47%|▍| 124/264 [03:10<03:32,  1.52s/it, loss=0.037, mat=0.403, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  47%|▍| 125/264 [03:10<03:31,  1.52s/it, loss=0.037, mat=0.403, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  47%|▍| 125/264 [03:11<03:31,  1.52s/it, loss=0.016, mat=0.402, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  48%|▍| 126/264 [03:11<03:29,  1.52s/it, loss=0.016, mat=0.402, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  48%|▍| 126/264 [03:13<03:29,  1.52s/it, loss=0.008, mat=0.405, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  48%|▍| 127/264 [03:13<03:27,  1.52s/it, loss=0.008, mat=0.405, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  48%|▍| 127/264 [03:14<03:27,  1.52s/it, loss=0.022, mat=0.403, sens=1.097, deg=0.00
Ep 005/100 [S1:deg_only]:  48%|▍| 128/264 [03:14<03:26,  1.52s/it, loss=0.022, mat=0.403, sens=1.097, deg=0.00
Ep 005/100 [S1:deg_only]:  48%|▍| 128/264 [03:16<03:26,  1.52s/it, loss=0.030, mat=0.384, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  49%|▍| 129/264 [03:16<03:25,  1.52s/it, loss=0.030, mat=0.384, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  49%|▍| 129/264 [03:17<03:25,  1.52s/it, loss=0.020, mat=0.390, sens=3.941, deg=0.00
Ep 005/100 [S1:deg_only]:  49%|▍| 130/264 [03:17<03:23,  1.52s/it, loss=0.020, mat=0.390, sens=3.941, deg=0.00
Ep 005/100 [S1:deg_only]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.016, mat=0.401, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  50%|▍| 131/264 [03:19<03:21,  1.52s/it, loss=0.016, mat=0.401, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  50%|▍| 131/264 [03:20<03:21,  1.52s/it, loss=0.019, mat=0.401, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  50%|▌| 132/264 [03:20<03:20,  1.52s/it, loss=0.019, mat=0.401, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  50%|▌| 132/264 [03:22<03:20,  1.52s/it, loss=0.007, mat=0.402, sens=1.394, deg=0.00
Ep 005/100 [S1:deg_only]:  50%|▌| 133/264 [03:22<03:21,  1.54s/it, loss=0.007, mat=0.402, sens=1.394, deg=0.00
Ep 005/100 [S1:deg_only]:  50%|▌| 133/264 [03:23<03:21,  1.54s/it, loss=0.014, mat=0.403, sens=1.187, deg=0.00
Ep 005/100 [S1:deg_only]:  51%|▌| 134/264 [03:23<03:19,  1.53s/it, loss=0.014, mat=0.403, sens=1.187, deg=0.00
Ep 005/100 [S1:deg_only]:  51%|▌| 134/264 [03:25<03:19,  1.53s/it, loss=0.018, mat=0.390, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  51%|▌| 135/264 [03:25<03:16,  1.53s/it, loss=0.018, mat=0.390, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  51%|▌| 135/264 [03:26<03:16,  1.53s/it, loss=0.010, mat=0.409, sens=0.889, deg=0.00
Ep 005/100 [S1:deg_only]:  52%|▌| 136/264 [03:26<03:15,  1.52s/it, loss=0.010, mat=0.409, sens=0.889, deg=0.00
Ep 005/100 [S1:deg_only]:  52%|▌| 136/264 [03:28<03:15,  1.52s/it, loss=0.005, mat=0.398, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  52%|▌| 137/264 [03:28<03:13,  1.52s/it, loss=0.005, mat=0.398, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  52%|▌| 137/264 [03:29<03:13,  1.52s/it, loss=0.011, mat=0.398, sens=2.947, deg=0.00
Ep 005/100 [S1:deg_only]:  52%|▌| 138/264 [03:29<03:11,  1.52s/it, loss=0.011, mat=0.398, sens=2.947, deg=0.00
Ep 005/100 [S1:deg_only]:  52%|▌| 138/264 [03:31<03:11,  1.52s/it, loss=0.011, mat=0.401, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  53%|▌| 139/264 [03:31<03:09,  1.52s/it, loss=0.011, mat=0.401, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  53%|▌| 139/264 [03:32<03:09,  1.52s/it, loss=0.011, mat=0.407, sens=1.309, deg=0.00
Ep 005/100 [S1:deg_only]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.011, mat=0.407, sens=1.309, deg=0.00
Ep 005/100 [S1:deg_only]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.474, mat=0.402, sens=1.094, deg=0.00
Ep 005/100 [S1:deg_only]:  53%|▌| 141/264 [03:34<03:06,  1.51s/it, loss=0.474, mat=0.402, sens=1.094, deg=0.00
Ep 005/100 [S1:deg_only]:  53%|▌| 141/264 [03:36<03:06,  1.51s/it, loss=0.042, mat=0.408, sens=0.976, deg=0.00
Ep 005/100 [S1:deg_only]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.042, mat=0.408, sens=0.976, deg=0.00
Ep 005/100 [S1:deg_only]:  54%|▌| 142/264 [03:37<03:04,  1.51s/it, loss=0.077, mat=0.390, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.077, mat=0.390, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  54%|▌| 143/264 [03:39<03:02,  1.51s/it, loss=0.011, mat=0.401, sens=0.860, deg=0.00
Ep 005/100 [S1:deg_only]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.011, mat=0.401, sens=0.860, deg=0.00
Ep 005/100 [S1:deg_only]:  55%|▌| 144/264 [03:40<03:01,  1.51s/it, loss=0.075, mat=0.394, sens=0.815, deg=0.00
Ep 005/100 [S1:deg_only]:  55%|▌| 145/264 [03:40<03:00,  1.51s/it, loss=0.075, mat=0.394, sens=0.815, deg=0.00
Ep 005/100 [S1:deg_only]:  55%|▌| 145/264 [03:42<03:00,  1.51s/it, loss=0.041, mat=0.398, sens=0.861, deg=0.00
Ep 005/100 [S1:deg_only]:  55%|▌| 146/264 [03:42<02:58,  1.51s/it, loss=0.041, mat=0.398, sens=0.861, deg=0.00
Ep 005/100 [S1:deg_only]:  55%|▌| 146/264 [03:43<02:58,  1.51s/it, loss=0.006, mat=0.407, sens=0.993, deg=0.00
Ep 005/100 [S1:deg_only]:  56%|▌| 147/264 [03:43<02:57,  1.52s/it, loss=0.006, mat=0.407, sens=0.993, deg=0.00
Ep 005/100 [S1:deg_only]:  56%|▌| 147/264 [03:45<02:57,  1.52s/it, loss=0.014, mat=0.384, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  56%|▌| 148/264 [03:45<02:55,  1.51s/it, loss=0.014, mat=0.384, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  56%|▌| 148/264 [03:46<02:55,  1.51s/it, loss=0.020, mat=0.385, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  56%|▌| 149/264 [03:46<02:54,  1.52s/it, loss=0.020, mat=0.385, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  56%|▌| 149/264 [03:48<02:54,  1.52s/it, loss=0.020, mat=0.386, sens=1.537, deg=0.00
Ep 005/100 [S1:deg_only]:  57%|▌| 150/264 [03:48<02:52,  1.52s/it, loss=0.020, mat=0.386, sens=1.537, deg=0.00
Ep 005/100 [S1:deg_only]:  57%|▌| 150/264 [03:49<02:52,  1.52s/it, loss=0.023, mat=0.398, sens=1.284, deg=0.00
Ep 005/100 [S1:deg_only]:  57%|▌| 151/264 [03:49<02:53,  1.54s/it, loss=0.023, mat=0.398, sens=1.284, deg=0.00
Ep 005/100 [S1:deg_only]:  57%|▌| 151/264 [03:51<02:53,  1.54s/it, loss=0.014, mat=0.419, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  58%|▌| 152/264 [03:51<02:51,  1.53s/it, loss=0.014, mat=0.419, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  58%|▌| 152/264 [03:52<02:51,  1.53s/it, loss=0.020, mat=0.406, sens=0.787, deg=0.00
Ep 005/100 [S1:deg_only]:  58%|▌| 153/264 [03:52<02:49,  1.53s/it, loss=0.020, mat=0.406, sens=0.787, deg=0.00
Ep 005/100 [S1:deg_only]:  58%|▌| 153/264 [03:54<02:49,  1.53s/it, loss=0.020, mat=0.387, sens=0.798, deg=0.00
Ep 005/100 [S1:deg_only]:  58%|▌| 154/264 [03:54<02:47,  1.52s/it, loss=0.020, mat=0.387, sens=0.798, deg=0.00
Ep 005/100 [S1:deg_only]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.019, mat=0.370, sens=2.432, deg=0.00
Ep 005/100 [S1:deg_only]:  59%|▌| 155/264 [03:55<02:45,  1.52s/it, loss=0.019, mat=0.370, sens=2.432, deg=0.00
Ep 005/100 [S1:deg_only]:  59%|▌| 155/264 [03:57<02:45,  1.52s/it, loss=0.016, mat=0.398, sens=1.020, deg=0.00
Ep 005/100 [S1:deg_only]:  59%|▌| 156/264 [03:57<02:44,  1.52s/it, loss=0.016, mat=0.398, sens=1.020, deg=0.00
Ep 005/100 [S1:deg_only]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.004, mat=0.394, sens=0.882, deg=0.00
Ep 005/100 [S1:deg_only]:  59%|▌| 157/264 [03:58<02:42,  1.52s/it, loss=0.004, mat=0.394, sens=0.882, deg=0.00
Ep 005/100 [S1:deg_only]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.016, mat=0.409, sens=1.095, deg=0.00
Ep 005/100 [S1:deg_only]:  60%|▌| 158/264 [04:00<02:41,  1.52s/it, loss=0.016, mat=0.409, sens=1.095, deg=0.00
Ep 005/100 [S1:deg_only]:  60%|▌| 158/264 [04:01<02:41,  1.52s/it, loss=0.019, mat=0.392, sens=1.220, deg=0.00
Ep 005/100 [S1:deg_only]:  60%|▌| 159/264 [04:01<02:39,  1.52s/it, loss=0.019, mat=0.392, sens=1.220, deg=0.00
Ep 005/100 [S1:deg_only]:  60%|▌| 159/264 [04:03<02:39,  1.52s/it, loss=0.031, mat=0.396, sens=0.804, deg=0.00
Ep 005/100 [S1:deg_only]:  61%|▌| 160/264 [04:03<02:37,  1.52s/it, loss=0.031, mat=0.396, sens=0.804, deg=0.00
Ep 005/100 [S1:deg_only]:  61%|▌| 160/264 [04:04<02:37,  1.52s/it, loss=0.021, mat=0.401, sens=0.785, deg=0.00
Ep 005/100 [S1:deg_only]:  61%|▌| 161/264 [04:04<02:36,  1.52s/it, loss=0.021, mat=0.401, sens=0.785, deg=0.00
Ep 005/100 [S1:deg_only]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.016, mat=0.394, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  61%|▌| 162/264 [04:06<02:34,  1.52s/it, loss=0.016, mat=0.394, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  61%|▌| 162/264 [04:07<02:34,  1.52s/it, loss=0.064, mat=0.420, sens=0.991, deg=0.00
Ep 005/100 [S1:deg_only]:  62%|▌| 163/264 [04:07<02:33,  1.52s/it, loss=0.064, mat=0.420, sens=0.991, deg=0.00
Ep 005/100 [S1:deg_only]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.110, mat=0.410, sens=4.234, deg=0.00
Ep 005/100 [S1:deg_only]:  62%|▌| 164/264 [04:09<02:31,  1.52s/it, loss=0.110, mat=0.410, sens=4.234, deg=0.00
Ep 005/100 [S1:deg_only]:  62%|▌| 164/264 [04:11<02:31,  1.52s/it, loss=0.027, mat=0.403, sens=1.830, deg=0.00
Ep 005/100 [S1:deg_only]:  62%|▋| 165/264 [04:11<02:32,  1.54s/it, loss=0.027, mat=0.403, sens=1.830, deg=0.00
Ep 005/100 [S1:deg_only]:  62%|▋| 165/264 [04:12<02:32,  1.54s/it, loss=0.017, mat=0.407, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  63%|▋| 166/264 [04:12<02:30,  1.53s/it, loss=0.017, mat=0.407, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  63%|▋| 166/264 [04:14<02:30,  1.53s/it, loss=0.018, mat=0.390, sens=1.367, deg=0.00
Ep 005/100 [S1:deg_only]:  63%|▋| 167/264 [04:14<02:28,  1.53s/it, loss=0.018, mat=0.390, sens=1.367, deg=0.00
Ep 005/100 [S1:deg_only]:  63%|▋| 167/264 [04:15<02:28,  1.53s/it, loss=0.010, mat=0.404, sens=1.198, deg=0.00
Ep 005/100 [S1:deg_only]:  64%|▋| 168/264 [04:15<02:26,  1.52s/it, loss=0.010, mat=0.404, sens=1.198, deg=0.00
Ep 005/100 [S1:deg_only]:  64%|▋| 168/264 [04:17<02:26,  1.52s/it, loss=0.028, mat=0.398, sens=1.383, deg=0.00
Ep 005/100 [S1:deg_only]:  64%|▋| 169/264 [04:17<02:24,  1.52s/it, loss=0.028, mat=0.398, sens=1.383, deg=0.00
Ep 005/100 [S1:deg_only]:  64%|▋| 169/264 [04:18<02:24,  1.52s/it, loss=0.014, mat=0.400, sens=0.821, deg=0.00
Ep 005/100 [S1:deg_only]:  64%|▋| 170/264 [04:18<02:23,  1.52s/it, loss=0.014, mat=0.400, sens=0.821, deg=0.00
Ep 005/100 [S1:deg_only]:  64%|▋| 170/264 [04:20<02:23,  1.52s/it, loss=0.007, mat=0.397, sens=1.089, deg=0.00
Ep 005/100 [S1:deg_only]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.007, mat=0.397, sens=1.089, deg=0.00
Ep 005/100 [S1:deg_only]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.024, mat=0.413, sens=1.022, deg=0.00
Ep 005/100 [S1:deg_only]:  65%|▋| 172/264 [04:21<02:19,  1.52s/it, loss=0.024, mat=0.413, sens=1.022, deg=0.00
Ep 005/100 [S1:deg_only]:  65%|▋| 172/264 [04:23<02:19,  1.52s/it, loss=0.439, mat=0.414, sens=1.120, deg=0.00
Ep 005/100 [S1:deg_only]:  66%|▋| 173/264 [04:23<02:18,  1.52s/it, loss=0.439, mat=0.414, sens=1.120, deg=0.00
Ep 005/100 [S1:deg_only]:  66%|▋| 173/264 [04:24<02:18,  1.52s/it, loss=0.021, mat=0.406, sens=0.899, deg=0.00
Ep 005/100 [S1:deg_only]:  66%|▋| 174/264 [04:24<02:16,  1.52s/it, loss=0.021, mat=0.406, sens=0.899, deg=0.00
Ep 005/100 [S1:deg_only]:  66%|▋| 174/264 [04:26<02:16,  1.52s/it, loss=0.012, mat=0.407, sens=0.959, deg=0.00
Ep 005/100 [S1:deg_only]:  66%|▋| 175/264 [04:26<02:15,  1.52s/it, loss=0.012, mat=0.407, sens=0.959, deg=0.00
Ep 005/100 [S1:deg_only]:  66%|▋| 175/264 [04:27<02:15,  1.52s/it, loss=0.019, mat=0.398, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  67%|▋| 176/264 [04:27<02:13,  1.52s/it, loss=0.019, mat=0.398, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  67%|▋| 176/264 [04:29<02:13,  1.52s/it, loss=0.047, mat=0.396, sens=0.802, deg=0.00
Ep 005/100 [S1:deg_only]:  67%|▋| 177/264 [04:29<02:14,  1.54s/it, loss=0.047, mat=0.396, sens=0.802, deg=0.00
Ep 005/100 [S1:deg_only]:  67%|▋| 177/264 [04:30<02:14,  1.54s/it, loss=0.258, mat=0.396, sens=0.902, deg=0.00
Ep 005/100 [S1:deg_only]:  67%|▋| 178/264 [04:30<02:12,  1.54s/it, loss=0.258, mat=0.396, sens=0.902, deg=0.00
Ep 005/100 [S1:deg_only]:  67%|▋| 178/264 [04:32<02:12,  1.54s/it, loss=0.031, mat=0.401, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  68%|▋| 179/264 [04:32<02:09,  1.53s/it, loss=0.031, mat=0.401, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  68%|▋| 179/264 [04:33<02:09,  1.53s/it, loss=0.033, mat=0.399, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  68%|▋| 180/264 [04:33<02:08,  1.53s/it, loss=0.033, mat=0.399, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  68%|▋| 180/264 [04:35<02:08,  1.53s/it, loss=0.015, mat=0.401, sens=0.879, deg=0.00
Ep 005/100 [S1:deg_only]:  69%|▋| 181/264 [04:35<02:06,  1.52s/it, loss=0.015, mat=0.401, sens=0.879, deg=0.00
Ep 005/100 [S1:deg_only]:  69%|▋| 181/264 [04:36<02:06,  1.52s/it, loss=0.031, mat=0.399, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  69%|▋| 182/264 [04:36<02:04,  1.52s/it, loss=0.031, mat=0.399, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  69%|▋| 182/264 [04:38<02:04,  1.52s/it, loss=0.011, mat=0.409, sens=0.924, deg=0.00
Ep 005/100 [S1:deg_only]:  69%|▋| 183/264 [04:38<02:03,  1.52s/it, loss=0.011, mat=0.409, sens=0.924, deg=0.00
Ep 005/100 [S1:deg_only]:  69%|▋| 183/264 [04:39<02:03,  1.52s/it, loss=0.058, mat=0.380, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  70%|▋| 184/264 [04:39<02:01,  1.52s/it, loss=0.058, mat=0.380, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  70%|▋| 184/264 [04:41<02:01,  1.52s/it, loss=0.010, mat=0.400, sens=1.883, deg=0.00
Ep 005/100 [S1:deg_only]:  70%|▋| 185/264 [04:41<01:59,  1.52s/it, loss=0.010, mat=0.400, sens=1.883, deg=0.00
Ep 005/100 [S1:deg_only]:  70%|▋| 185/264 [04:42<01:59,  1.52s/it, loss=0.024, mat=0.400, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  70%|▋| 186/264 [04:42<01:58,  1.51s/it, loss=0.024, mat=0.400, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  70%|▋| 186/264 [04:44<01:58,  1.51s/it, loss=0.007, mat=0.398, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.007, mat=0.398, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  71%|▋| 187/264 [04:46<01:56,  1.51s/it, loss=0.004, mat=0.393, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  71%|▋| 188/264 [04:46<01:55,  1.51s/it, loss=0.004, mat=0.393, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  71%|▋| 188/264 [04:47<01:55,  1.51s/it, loss=0.022, mat=0.376, sens=1.714, deg=0.00
Ep 005/100 [S1:deg_only]:  72%|▋| 189/264 [04:47<01:53,  1.52s/it, loss=0.022, mat=0.376, sens=1.714, deg=0.00
Ep 005/100 [S1:deg_only]:  72%|▋| 189/264 [04:49<01:53,  1.52s/it, loss=0.017, mat=0.400, sens=0.988, deg=0.00
Ep 005/100 [S1:deg_only]:  72%|▋| 190/264 [04:49<01:52,  1.52s/it, loss=0.017, mat=0.400, sens=0.988, deg=0.00
Ep 005/100 [S1:deg_only]:  72%|▋| 190/264 [04:50<01:52,  1.52s/it, loss=0.016, mat=0.406, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  72%|▋| 191/264 [04:50<01:50,  1.52s/it, loss=0.016, mat=0.406, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  72%|▋| 191/264 [04:52<01:50,  1.52s/it, loss=0.028, mat=0.395, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  73%|▋| 192/264 [04:52<01:49,  1.51s/it, loss=0.028, mat=0.395, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  73%|▋| 192/264 [04:53<01:49,  1.51s/it, loss=0.035, mat=0.393, sens=1.368, deg=0.00
Ep 005/100 [S1:deg_only]:  73%|▋| 193/264 [04:53<01:47,  1.52s/it, loss=0.035, mat=0.393, sens=1.368, deg=0.00
Ep 005/100 [S1:deg_only]:  73%|▋| 193/264 [04:55<01:47,  1.52s/it, loss=0.020, mat=0.396, sens=0.829, deg=0.00
Ep 005/100 [S1:deg_only]:  73%|▋| 194/264 [04:55<01:46,  1.52s/it, loss=0.020, mat=0.396, sens=0.829, deg=0.00
Ep 005/100 [S1:deg_only]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.028, mat=0.392, sens=1.095, deg=0.00
Ep 005/100 [S1:deg_only]:  74%|▋| 195/264 [04:56<01:46,  1.54s/it, loss=0.028, mat=0.392, sens=1.095, deg=0.00
Ep 005/100 [S1:deg_only]:  74%|▋| 195/264 [04:58<01:46,  1.54s/it, loss=0.031, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  74%|▋| 196/264 [04:58<01:44,  1.53s/it, loss=0.031, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  74%|▋| 196/264 [04:59<01:44,  1.53s/it, loss=0.021, mat=0.390, sens=0.791, deg=0.00
Ep 005/100 [S1:deg_only]:  75%|▋| 197/264 [04:59<01:42,  1.53s/it, loss=0.021, mat=0.390, sens=0.791, deg=0.00
Ep 005/100 [S1:deg_only]:  75%|▋| 197/264 [05:01<01:42,  1.53s/it, loss=0.065, mat=0.394, sens=1.181, deg=0.00
Ep 005/100 [S1:deg_only]:  75%|▊| 198/264 [05:01<01:40,  1.52s/it, loss=0.065, mat=0.394, sens=1.181, deg=0.00
Ep 005/100 [S1:deg_only]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.012, mat=0.385, sens=0.970, deg=0.00
Ep 005/100 [S1:deg_only]:  75%|▊| 199/264 [05:02<01:39,  1.52s/it, loss=0.012, mat=0.385, sens=0.970, deg=0.00
Ep 005/100 [S1:deg_only]:  75%|▊| 199/264 [05:04<01:39,  1.52s/it, loss=0.032, mat=0.394, sens=1.107, deg=0.00
Ep 005/100 [S1:deg_only]:  76%|▊| 200/264 [05:04<01:37,  1.52s/it, loss=0.032, mat=0.394, sens=1.107, deg=0.00
Ep 005/100 [S1:deg_only]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.076, mat=0.402, sens=2.856, deg=0.00
Ep 005/100 [S1:deg_only]:  76%|▊| 201/264 [05:05<01:35,  1.52s/it, loss=0.076, mat=0.402, sens=2.856, deg=0.00
Ep 005/100 [S1:deg_only]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.027, mat=0.396, sens=0.818, deg=0.00
Ep 005/100 [S1:deg_only]:  77%|▊| 202/264 [05:07<01:34,  1.52s/it, loss=0.027, mat=0.396, sens=0.818, deg=0.00
Ep 005/100 [S1:deg_only]:  77%|▊| 202/264 [05:08<01:34,  1.52s/it, loss=0.037, mat=0.394, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  77%|▊| 203/264 [05:08<01:32,  1.52s/it, loss=0.037, mat=0.394, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.020, mat=0.394, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  77%|▊| 204/264 [05:10<01:30,  1.52s/it, loss=0.020, mat=0.394, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  77%|▊| 204/264 [05:11<01:30,  1.52s/it, loss=0.011, mat=0.377, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  78%|▊| 205/264 [05:11<01:29,  1.52s/it, loss=0.011, mat=0.377, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.006, mat=0.390, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.006, mat=0.390, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  78%|▊| 206/264 [05:14<01:27,  1.51s/it, loss=0.022, mat=0.402, sens=1.152, deg=0.00
Ep 005/100 [S1:deg_only]:  78%|▊| 207/264 [05:14<01:26,  1.51s/it, loss=0.022, mat=0.402, sens=1.152, deg=0.00
Ep 005/100 [S1:deg_only]:  78%|▊| 207/264 [05:16<01:26,  1.51s/it, loss=0.016, mat=0.386, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.016, mat=0.386, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  79%|▊| 208/264 [05:17<01:24,  1.51s/it, loss=0.041, mat=0.398, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  79%|▊| 209/264 [05:17<01:23,  1.52s/it, loss=0.041, mat=0.398, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.023, mat=0.391, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  80%|▊| 210/264 [05:19<01:23,  1.54s/it, loss=0.023, mat=0.391, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  80%|▊| 210/264 [05:21<01:23,  1.54s/it, loss=0.074, mat=0.390, sens=0.808, deg=0.00
Ep 005/100 [S1:deg_only]:  80%|▊| 211/264 [05:21<01:21,  1.53s/it, loss=0.074, mat=0.390, sens=0.808, deg=0.00
Ep 005/100 [S1:deg_only]:  80%|▊| 211/264 [05:22<01:21,  1.53s/it, loss=0.017, mat=0.395, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  80%|▊| 212/264 [05:22<01:19,  1.53s/it, loss=0.017, mat=0.395, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  80%|▊| 212/264 [05:24<01:19,  1.53s/it, loss=0.016, mat=0.388, sens=3.305, deg=0.00
Ep 005/100 [S1:deg_only]:  81%|▊| 213/264 [05:24<01:17,  1.53s/it, loss=0.016, mat=0.388, sens=3.305, deg=0.00
Ep 005/100 [S1:deg_only]:  81%|▊| 213/264 [05:25<01:17,  1.53s/it, loss=0.020, mat=0.389, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  81%|▊| 214/264 [05:25<01:16,  1.52s/it, loss=0.020, mat=0.389, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  81%|▊| 214/264 [05:27<01:16,  1.52s/it, loss=0.011, mat=0.395, sens=0.813, deg=0.00
Ep 005/100 [S1:deg_only]:  81%|▊| 215/264 [05:27<01:14,  1.52s/it, loss=0.011, mat=0.395, sens=0.813, deg=0.00
Ep 005/100 [S1:deg_only]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.008, mat=0.390, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  82%|▊| 216/264 [05:28<01:13,  1.52s/it, loss=0.008, mat=0.390, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  82%|▊| 216/264 [05:30<01:13,  1.52s/it, loss=0.012, mat=0.387, sens=0.867, deg=0.00
Ep 005/100 [S1:deg_only]:  82%|▊| 217/264 [05:30<01:11,  1.52s/it, loss=0.012, mat=0.387, sens=0.867, deg=0.00
Ep 005/100 [S1:deg_only]:  82%|▊| 217/264 [05:31<01:11,  1.52s/it, loss=0.007, mat=0.393, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  83%|▊| 218/264 [05:31<01:09,  1.52s/it, loss=0.007, mat=0.393, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  83%|▊| 218/264 [05:33<01:09,  1.52s/it, loss=0.018, mat=0.380, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  83%|▊| 219/264 [05:33<01:08,  1.52s/it, loss=0.018, mat=0.380, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  83%|▊| 219/264 [05:34<01:08,  1.52s/it, loss=0.023, mat=0.400, sens=0.830, deg=0.00
Ep 005/100 [S1:deg_only]:  83%|▊| 220/264 [05:34<01:07,  1.52s/it, loss=0.023, mat=0.400, sens=0.830, deg=0.00
Ep 005/100 [S1:deg_only]:  83%|▊| 220/264 [05:36<01:07,  1.52s/it, loss=0.007, mat=0.396, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  84%|▊| 221/264 [05:36<01:05,  1.52s/it, loss=0.007, mat=0.396, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.022, mat=0.401, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  84%|▊| 222/264 [05:37<01:04,  1.54s/it, loss=0.022, mat=0.401, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  84%|▊| 222/264 [05:39<01:04,  1.54s/it, loss=0.030, mat=0.391, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  84%|▊| 223/264 [05:39<01:02,  1.54s/it, loss=0.030, mat=0.391, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  84%|▊| 223/264 [05:40<01:02,  1.54s/it, loss=0.034, mat=0.395, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  85%|▊| 224/264 [05:40<01:01,  1.53s/it, loss=0.034, mat=0.395, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  85%|▊| 224/264 [05:42<01:01,  1.53s/it, loss=0.027, mat=0.387, sens=1.409, deg=0.00
Ep 005/100 [S1:deg_only]:  85%|▊| 225/264 [05:42<00:59,  1.53s/it, loss=0.027, mat=0.387, sens=1.409, deg=0.00
Ep 005/100 [S1:deg_only]:  85%|▊| 225/264 [05:43<00:59,  1.53s/it, loss=0.040, mat=0.403, sens=1.299, deg=0.00
Ep 005/100 [S1:deg_only]:  86%|▊| 226/264 [05:43<00:57,  1.53s/it, loss=0.040, mat=0.403, sens=1.299, deg=0.00
Ep 005/100 [S1:deg_only]:  86%|▊| 226/264 [05:45<00:57,  1.53s/it, loss=0.016, mat=0.391, sens=1.292, deg=0.00
Ep 005/100 [S1:deg_only]:  86%|▊| 227/264 [05:45<00:56,  1.53s/it, loss=0.016, mat=0.391, sens=1.292, deg=0.00
Ep 005/100 [S1:deg_only]:  86%|▊| 227/264 [05:46<00:56,  1.53s/it, loss=0.025, mat=0.387, sens=0.933, deg=0.00
Ep 005/100 [S1:deg_only]:  86%|▊| 228/264 [05:46<00:54,  1.52s/it, loss=0.025, mat=0.387, sens=0.933, deg=0.00
Ep 005/100 [S1:deg_only]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.015, mat=0.395, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  87%|▊| 229/264 [05:48<00:53,  1.52s/it, loss=0.015, mat=0.395, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  87%|▊| 229/264 [05:49<00:53,  1.52s/it, loss=0.021, mat=0.389, sens=1.251, deg=0.00
Ep 005/100 [S1:deg_only]:  87%|▊| 230/264 [05:49<00:51,  1.52s/it, loss=0.021, mat=0.389, sens=1.251, deg=0.00
Ep 005/100 [S1:deg_only]:  87%|▊| 230/264 [05:51<00:51,  1.52s/it, loss=0.019, mat=0.374, sens=0.838, deg=0.00
Ep 005/100 [S1:deg_only]:  88%|▉| 231/264 [05:51<00:50,  1.52s/it, loss=0.019, mat=0.374, sens=0.838, deg=0.00
Ep 005/100 [S1:deg_only]:  88%|▉| 231/264 [05:53<00:50,  1.52s/it, loss=0.019, mat=0.391, sens=0.822, deg=0.00
Ep 005/100 [S1:deg_only]:  88%|▉| 232/264 [05:53<00:48,  1.52s/it, loss=0.019, mat=0.391, sens=0.822, deg=0.00
Ep 005/100 [S1:deg_only]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.005, mat=0.389, sens=1.306, deg=0.00
Ep 005/100 [S1:deg_only]:  88%|▉| 233/264 [05:54<00:47,  1.52s/it, loss=0.005, mat=0.389, sens=1.306, deg=0.00
Ep 005/100 [S1:deg_only]:  88%|▉| 233/264 [05:56<00:47,  1.52s/it, loss=0.020, mat=0.386, sens=1.289, deg=0.00
Ep 005/100 [S1:deg_only]:  89%|▉| 234/264 [05:56<00:45,  1.52s/it, loss=0.020, mat=0.386, sens=1.289, deg=0.00
Ep 005/100 [S1:deg_only]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.028, mat=0.386, sens=1.386, deg=0.00
Ep 005/100 [S1:deg_only]:  89%|▉| 235/264 [05:57<00:44,  1.52s/it, loss=0.028, mat=0.386, sens=1.386, deg=0.00
Ep 005/100 [S1:deg_only]:  89%|▉| 235/264 [05:59<00:44,  1.52s/it, loss=0.015, mat=0.389, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.015, mat=0.389, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.777, mat=0.402, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  90%|▉| 237/264 [06:00<00:41,  1.52s/it, loss=0.777, mat=0.402, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  90%|▉| 237/264 [06:02<00:41,  1.52s/it, loss=0.016, mat=0.392, sens=1.511, deg=0.00
Ep 005/100 [S1:deg_only]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.016, mat=0.392, sens=1.511, deg=0.00
Ep 005/100 [S1:deg_only]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.014, mat=0.387, sens=0.845, deg=0.00
Ep 005/100 [S1:deg_only]:  91%|▉| 239/264 [06:03<00:38,  1.52s/it, loss=0.014, mat=0.387, sens=0.845, deg=0.00
Ep 005/100 [S1:deg_only]:  91%|▉| 239/264 [06:05<00:38,  1.52s/it, loss=0.043, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  91%|▉| 240/264 [06:05<00:36,  1.52s/it, loss=0.043, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.017, mat=0.392, sens=1.270, deg=0.00
Ep 005/100 [S1:deg_only]:  91%|▉| 241/264 [06:06<00:35,  1.54s/it, loss=0.017, mat=0.392, sens=1.270, deg=0.00
Ep 005/100 [S1:deg_only]:  91%|▉| 241/264 [06:08<00:35,  1.54s/it, loss=0.010, mat=0.386, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  92%|▉| 242/264 [06:08<00:33,  1.54s/it, loss=0.010, mat=0.386, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  92%|▉| 242/264 [06:09<00:33,  1.54s/it, loss=0.017, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  92%|▉| 243/264 [06:09<00:32,  1.53s/it, loss=0.017, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  92%|▉| 243/264 [06:11<00:32,  1.53s/it, loss=0.017, mat=0.392, sens=1.106, deg=0.00
Ep 005/100 [S1:deg_only]:  92%|▉| 244/264 [06:11<00:30,  1.53s/it, loss=0.017, mat=0.392, sens=1.106, deg=0.00
Ep 005/100 [S1:deg_only]:  92%|▉| 244/264 [06:12<00:30,  1.53s/it, loss=0.005, mat=0.395, sens=3.585, deg=0.00
Ep 005/100 [S1:deg_only]:  93%|▉| 245/264 [06:12<00:28,  1.52s/it, loss=0.005, mat=0.395, sens=3.585, deg=0.00
Ep 005/100 [S1:deg_only]:  93%|▉| 245/264 [06:14<00:28,  1.52s/it, loss=0.005, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  93%|▉| 246/264 [06:14<00:27,  1.52s/it, loss=0.005, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  93%|▉| 246/264 [06:15<00:27,  1.52s/it, loss=0.074, mat=0.386, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  94%|▉| 247/264 [06:15<00:25,  1.52s/it, loss=0.074, mat=0.386, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  94%|▉| 247/264 [06:17<00:25,  1.52s/it, loss=0.024, mat=0.393, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  94%|▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.024, mat=0.393, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  94%|▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.022, mat=0.378, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  94%|▉| 249/264 [06:18<00:22,  1.52s/it, loss=0.022, mat=0.378, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.017, mat=0.374, sens=3.473, deg=0.00
Ep 005/100 [S1:deg_only]:  95%|▉| 250/264 [06:20<00:21,  1.52s/it, loss=0.017, mat=0.374, sens=3.473, deg=0.00
Ep 005/100 [S1:deg_only]:  95%|▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.006, mat=0.395, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  95%|▉| 251/264 [06:21<00:19,  1.52s/it, loss=0.006, mat=0.395, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.017, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  95%|▉| 252/264 [06:23<00:18,  1.52s/it, loss=0.017, mat=0.392, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  95%|▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.036, mat=0.385, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  96%|▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.036, mat=0.385, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  96%|▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.019, mat=0.370, sens=0.878, deg=0.00
Ep 005/100 [S1:deg_only]:  96%|▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.019, mat=0.370, sens=0.878, deg=0.00
Ep 005/100 [S1:deg_only]:  96%|▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.019, mat=0.394, sens=1.463, deg=0.00
Ep 005/100 [S1:deg_only]:  97%|▉| 255/264 [06:28<00:13,  1.54s/it, loss=0.019, mat=0.394, sens=1.463, deg=0.00
Ep 005/100 [S1:deg_only]:  97%|▉| 255/264 [06:29<00:13,  1.54s/it, loss=0.015, mat=0.393, sens=2.603, deg=0.00
Ep 005/100 [S1:deg_only]:  97%|▉| 256/264 [06:29<00:12,  1.54s/it, loss=0.015, mat=0.393, sens=2.603, deg=0.00
Ep 005/100 [S1:deg_only]:  97%|▉| 256/264 [06:31<00:12,  1.54s/it, loss=0.015, mat=0.380, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  97%|▉| 257/264 [06:31<00:10,  1.53s/it, loss=0.015, mat=0.380, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  97%|▉| 257/264 [06:32<00:10,  1.53s/it, loss=0.017, mat=0.385, sens=0.989, deg=0.00
Ep 005/100 [S1:deg_only]:  98%|▉| 258/264 [06:32<00:09,  1.53s/it, loss=0.017, mat=0.385, sens=0.989, deg=0.00
Ep 005/100 [S1:deg_only]:  98%|▉| 258/264 [06:34<00:09,  1.53s/it, loss=0.006, mat=0.374, sens=1.557, deg=0.00
Ep 005/100 [S1:deg_only]:  98%|▉| 259/264 [06:34<00:07,  1.52s/it, loss=0.006, mat=0.374, sens=1.557, deg=0.00
Ep 005/100 [S1:deg_only]:  98%|▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.014, mat=0.386, sens=2.068, deg=0.00
Ep 005/100 [S1:deg_only]:  98%|▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.014, mat=0.386, sens=2.068, deg=0.00
Ep 005/100 [S1:deg_only]:  98%|▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.065, mat=0.394, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  99%|▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.065, mat=0.394, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]:  99%|▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.021, mat=0.386, sens=2.876, deg=0.00
Ep 005/100 [S1:deg_only]:  99%|▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.021, mat=0.386, sens=2.876, deg=0.00
Ep 005/100 [S1:deg_only]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.011, mat=0.390, sens=0.960, deg=0.00
Ep 005/100 [S1:deg_only]: 100%|▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.011, mat=0.390, sens=0.960, deg=0.00
Ep 005/100 [S1:deg_only]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.022, mat=0.390, sens=0.000, deg=0.00
Ep 005/100 [S1:deg_only]: 100%|█| 264/264 [06:41<00:00,  1.52s/it, loss=0.022, mat=0.390, sens=0.000, deg=0.00
                                                                                                              
Epoch 005/100 [S1:deg_only]  loss=0.0387  mat=0.3947  sens=0.7565  deg=0.0005  orth=0.0382  α=0.0 β=0.0 γ=1.0  402s

Ep 006/100 [S1:deg_only]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 006/100 [S1:deg_only]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.016, mat=0.394, sens=0.869, deg=0.000]
Ep 006/100 [S1:deg_only]:   0%| | 1/264 [00:02<09:18,  2.12s/it, loss=0.016, mat=0.394, sens=0.869, deg=0.000]
Ep 006/100 [S1:deg_only]:   0%| | 1/264 [00:03<09:18,  2.12s/it, loss=0.008, mat=0.392, sens=1.285, deg=0.000]
Ep 006/100 [S1:deg_only]:   1%| | 2/264 [00:03<07:42,  1.77s/it, loss=0.008, mat=0.392, sens=1.285, deg=0.000]
Ep 006/100 [S1:deg_only]:   1%| | 2/264 [00:05<07:42,  1.77s/it, loss=0.013, mat=0.389, sens=0.824, deg=0.000]
Ep 006/100 [S1:deg_only]:   1%| | 3/264 [00:05<07:23,  1.70s/it, loss=0.013, mat=0.389, sens=0.824, deg=0.000]
Ep 006/100 [S1:deg_only]:   1%| | 3/264 [00:06<07:23,  1.70s/it, loss=0.035, mat=0.395, sens=0.878, deg=0.000]
Ep 006/100 [S1:deg_only]:   2%| | 4/264 [00:06<07:02,  1.62s/it, loss=0.035, mat=0.395, sens=0.878, deg=0.000]
Ep 006/100 [S1:deg_only]:   2%| | 4/264 [00:08<07:02,  1.62s/it, loss=0.006, mat=0.377, sens=0.000, deg=0.000]
Ep 006/100 [S1:deg_only]:   2%| | 5/264 [00:08<06:49,  1.58s/it, loss=0.006, mat=0.377, sens=0.000, deg=0.000]
Ep 006/100 [S1:deg_only]:   2%| | 5/264 [00:09<06:49,  1.58s/it, loss=0.009, mat=0.393, sens=0.904, deg=0.000]
Ep 006/100 [S1:deg_only]:   2%| | 6/264 [00:09<06:42,  1.56s/it, loss=0.009, mat=0.393, sens=0.904, deg=0.000]
Ep 006/100 [S1:deg_only]:   2%| | 6/264 [00:11<06:42,  1.56s/it, loss=0.008, mat=0.384, sens=0.856, deg=0.000]
Ep 006/100 [S1:deg_only]:   3%| | 7/264 [00:11<06:37,  1.55s/it, loss=0.008, mat=0.384, sens=0.856, deg=0.000]
Ep 006/100 [S1:deg_only]:   3%| | 7/264 [00:12<06:37,  1.55s/it, loss=0.008, mat=0.390, sens=1.254, deg=0.000]
Ep 006/100 [S1:deg_only]:   3%| | 8/264 [00:12<06:32,  1.53s/it, loss=0.008, mat=0.390, sens=1.254, deg=0.000]
Ep 006/100 [S1:deg_only]:   3%| | 8/264 [00:14<06:32,  1.53s/it, loss=0.007, mat=0.392, sens=1.906, deg=0.000]
Ep 006/100 [S1:deg_only]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.007, mat=0.392, sens=1.906, deg=0.000]
Ep 006/100 [S1:deg_only]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.023, mat=0.394, sens=0.873, deg=0.000]
Ep 006/100 [S1:deg_only]:   4%| | 10/264 [00:15<06:26,  1.52s/it, loss=0.023, mat=0.394, sens=0.873, deg=0.000
Ep 006/100 [S1:deg_only]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=0.012, mat=0.392, sens=1.738, deg=0.000
Ep 006/100 [S1:deg_only]:   4%| | 11/264 [00:17<06:23,  1.52s/it, loss=0.012, mat=0.392, sens=1.738, deg=0.000
Ep 006/100 [S1:deg_only]:   4%| | 11/264 [00:18<06:23,  1.52s/it, loss=0.017, mat=0.388, sens=3.612, deg=0.000
Ep 006/100 [S1:deg_only]:   5%| | 12/264 [00:18<06:22,  1.52s/it, loss=0.017, mat=0.388, sens=3.612, deg=0.000
Ep 006/100 [S1:deg_only]:   5%| | 12/264 [00:20<06:22,  1.52s/it, loss=0.028, mat=0.391, sens=1.282, deg=0.000
Ep 006/100 [S1:deg_only]:   5%| | 13/264 [00:20<06:20,  1.52s/it, loss=0.028, mat=0.391, sens=1.282, deg=0.000
Ep 006/100 [S1:deg_only]:   5%| | 13/264 [00:21<06:20,  1.52s/it, loss=0.020, mat=0.392, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:   5%| | 14/264 [00:21<06:18,  1.51s/it, loss=0.020, mat=0.392, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:   5%| | 14/264 [00:23<06:18,  1.51s/it, loss=0.007, mat=0.389, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:   6%| | 15/264 [00:23<06:17,  1.51s/it, loss=0.007, mat=0.389, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:   6%| | 15/264 [00:24<06:17,  1.51s/it, loss=0.005, mat=0.393, sens=0.795, deg=0.000
Ep 006/100 [S1:deg_only]:   6%| | 16/264 [00:24<06:15,  1.51s/it, loss=0.005, mat=0.393, sens=0.795, deg=0.000
Ep 006/100 [S1:deg_only]:   6%| | 16/264 [00:26<06:15,  1.51s/it, loss=0.008, mat=0.390, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:   6%| | 17/264 [00:26<06:14,  1.51s/it, loss=0.008, mat=0.390, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:   6%| | 17/264 [00:27<06:14,  1.51s/it, loss=0.004, mat=0.382, sens=0.793, deg=0.000
Ep 006/100 [S1:deg_only]:   7%| | 18/264 [00:27<06:13,  1.52s/it, loss=0.004, mat=0.382, sens=0.793, deg=0.000
Ep 006/100 [S1:deg_only]:   7%| | 18/264 [00:29<06:13,  1.52s/it, loss=0.008, mat=0.388, sens=0.962, deg=0.000
Ep 006/100 [S1:deg_only]:   7%| | 19/264 [00:29<06:12,  1.52s/it, loss=0.008, mat=0.388, sens=0.962, deg=0.000
Ep 006/100 [S1:deg_only]:   7%| | 19/264 [00:31<06:12,  1.52s/it, loss=0.003, mat=0.393, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:   8%| | 20/264 [00:31<06:11,  1.52s/it, loss=0.003, mat=0.393, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:   8%| | 20/264 [00:32<06:11,  1.52s/it, loss=0.010, mat=0.395, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:   8%| | 21/264 [00:32<06:09,  1.52s/it, loss=0.010, mat=0.395, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:   8%| | 21/264 [00:34<06:09,  1.52s/it, loss=0.033, mat=0.376, sens=0.000, deg=0.001
Ep 006/100 [S1:deg_only]:   8%| | 22/264 [00:34<06:12,  1.54s/it, loss=0.033, mat=0.376, sens=0.000, deg=0.001
Ep 006/100 [S1:deg_only]:   8%| | 22/264 [00:35<06:12,  1.54s/it, loss=0.045, mat=0.380, sens=0.000, deg=0.002
Ep 006/100 [S1:deg_only]:   9%| | 23/264 [00:35<06:09,  1.53s/it, loss=0.045, mat=0.380, sens=0.000, deg=0.002
Ep 006/100 [S1:deg_only]:   9%| | 23/264 [00:37<06:09,  1.53s/it, loss=0.019, mat=0.395, sens=0.943, deg=0.005
Ep 006/100 [S1:deg_only]:   9%| | 24/264 [00:37<06:07,  1.53s/it, loss=0.019, mat=0.395, sens=0.943, deg=0.005
Ep 006/100 [S1:deg_only]:   9%| | 24/264 [00:38<06:07,  1.53s/it, loss=0.009, mat=0.382, sens=0.813, deg=0.000
Ep 006/100 [S1:deg_only]:   9%| | 25/264 [00:38<06:04,  1.53s/it, loss=0.009, mat=0.382, sens=0.813, deg=0.000
Ep 006/100 [S1:deg_only]:   9%| | 25/264 [00:40<06:04,  1.53s/it, loss=0.013, mat=0.400, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  10%| | 26/264 [00:40<06:03,  1.53s/it, loss=0.013, mat=0.400, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  10%| | 26/264 [00:41<06:03,  1.53s/it, loss=0.567, mat=0.391, sens=2.788, deg=0.000
Ep 006/100 [S1:deg_only]:  10%| | 27/264 [00:41<06:00,  1.52s/it, loss=0.567, mat=0.391, sens=2.788, deg=0.000
Ep 006/100 [S1:deg_only]:  10%| | 27/264 [00:43<06:00,  1.52s/it, loss=0.003, mat=0.397, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  11%| | 28/264 [00:43<05:59,  1.52s/it, loss=0.003, mat=0.397, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  11%| | 28/264 [00:44<05:59,  1.52s/it, loss=0.009, mat=0.394, sens=0.801, deg=0.001
Ep 006/100 [S1:deg_only]:  11%| | 29/264 [00:44<05:57,  1.52s/it, loss=0.009, mat=0.394, sens=0.801, deg=0.001
Ep 006/100 [S1:deg_only]:  11%| | 29/264 [00:46<05:57,  1.52s/it, loss=0.029, mat=0.393, sens=1.455, deg=0.000
Ep 006/100 [S1:deg_only]:  11%| | 30/264 [00:46<05:56,  1.52s/it, loss=0.029, mat=0.393, sens=1.455, deg=0.000
Ep 006/100 [S1:deg_only]:  11%| | 30/264 [00:47<05:56,  1.52s/it, loss=0.009, mat=0.403, sens=0.962, deg=0.000
Ep 006/100 [S1:deg_only]:  12%| | 31/264 [00:47<05:54,  1.52s/it, loss=0.009, mat=0.403, sens=0.962, deg=0.000
Ep 006/100 [S1:deg_only]:  12%| | 31/264 [00:49<05:54,  1.52s/it, loss=0.009, mat=0.381, sens=4.297, deg=0.001
Ep 006/100 [S1:deg_only]:  12%| | 32/264 [00:49<05:52,  1.52s/it, loss=0.009, mat=0.381, sens=4.297, deg=0.001
Ep 006/100 [S1:deg_only]:  12%| | 32/264 [00:50<05:52,  1.52s/it, loss=0.017, mat=0.407, sens=0.800, deg=0.010
Ep 006/100 [S1:deg_only]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.017, mat=0.407, sens=0.800, deg=0.010
Ep 006/100 [S1:deg_only]:  12%|▏| 33/264 [00:52<05:50,  1.52s/it, loss=0.017, mat=0.394, sens=0.000, deg=0.001
Ep 006/100 [S1:deg_only]:  13%|▏| 34/264 [00:52<05:49,  1.52s/it, loss=0.017, mat=0.394, sens=0.000, deg=0.001
Ep 006/100 [S1:deg_only]:  13%|▏| 34/264 [00:53<05:49,  1.52s/it, loss=0.011, mat=0.377, sens=0.839, deg=0.001
Ep 006/100 [S1:deg_only]:  13%|▏| 35/264 [00:53<05:47,  1.52s/it, loss=0.011, mat=0.377, sens=0.839, deg=0.001
Ep 006/100 [S1:deg_only]:  13%|▏| 35/264 [00:55<05:47,  1.52s/it, loss=0.015, mat=0.389, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  14%|▏| 36/264 [00:55<05:51,  1.54s/it, loss=0.015, mat=0.389, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  14%|▏| 36/264 [00:56<05:51,  1.54s/it, loss=0.013, mat=0.405, sens=0.000, deg=0.001
Ep 006/100 [S1:deg_only]:  14%|▏| 37/264 [00:56<05:48,  1.54s/it, loss=0.013, mat=0.405, sens=0.000, deg=0.001
Ep 006/100 [S1:deg_only]:  14%|▏| 37/264 [00:58<05:48,  1.54s/it, loss=0.093, mat=0.383, sens=0.899, deg=0.000
Ep 006/100 [S1:deg_only]:  14%|▏| 38/264 [00:58<05:46,  1.53s/it, loss=0.093, mat=0.383, sens=0.899, deg=0.000
Ep 006/100 [S1:deg_only]:  14%|▏| 38/264 [01:00<05:46,  1.53s/it, loss=0.004, mat=0.383, sens=0.796, deg=0.001
Ep 006/100 [S1:deg_only]:  15%|▏| 39/264 [01:00<05:44,  1.53s/it, loss=0.004, mat=0.383, sens=0.796, deg=0.001
Ep 006/100 [S1:deg_only]:  15%|▏| 39/264 [01:01<05:44,  1.53s/it, loss=0.019, mat=0.400, sens=1.131, deg=0.000
Ep 006/100 [S1:deg_only]:  15%|▏| 40/264 [01:01<05:42,  1.53s/it, loss=0.019, mat=0.400, sens=1.131, deg=0.000
Ep 006/100 [S1:deg_only]:  15%|▏| 40/264 [01:03<05:42,  1.53s/it, loss=0.033, mat=0.383, sens=1.004, deg=0.000
Ep 006/100 [S1:deg_only]:  16%|▏| 41/264 [01:03<05:40,  1.52s/it, loss=0.033, mat=0.383, sens=1.004, deg=0.000
Ep 006/100 [S1:deg_only]:  16%|▏| 41/264 [01:04<05:40,  1.52s/it, loss=0.003, mat=0.395, sens=1.040, deg=0.000
Ep 006/100 [S1:deg_only]:  16%|▏| 42/264 [01:04<05:38,  1.52s/it, loss=0.003, mat=0.395, sens=1.040, deg=0.000
Ep 006/100 [S1:deg_only]:  16%|▏| 42/264 [01:06<05:38,  1.52s/it, loss=0.012, mat=0.401, sens=0.821, deg=0.000
Ep 006/100 [S1:deg_only]:  16%|▏| 43/264 [01:06<05:36,  1.52s/it, loss=0.012, mat=0.401, sens=0.821, deg=0.000
Ep 006/100 [S1:deg_only]:  16%|▏| 43/264 [01:07<05:36,  1.52s/it, loss=0.012, mat=0.378, sens=1.544, deg=0.000
Ep 006/100 [S1:deg_only]:  17%|▏| 44/264 [01:07<05:35,  1.52s/it, loss=0.012, mat=0.378, sens=1.544, deg=0.000
Ep 006/100 [S1:deg_only]:  17%|▏| 44/264 [01:09<05:35,  1.52s/it, loss=0.406, mat=0.387, sens=3.840, deg=0.000
Ep 006/100 [S1:deg_only]:  17%|▏| 45/264 [01:09<05:33,  1.52s/it, loss=0.406, mat=0.387, sens=3.840, deg=0.000
Ep 006/100 [S1:deg_only]:  17%|▏| 45/264 [01:10<05:33,  1.52s/it, loss=0.013, mat=0.393, sens=2.530, deg=0.001
Ep 006/100 [S1:deg_only]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.013, mat=0.393, sens=2.530, deg=0.001
Ep 006/100 [S1:deg_only]:  17%|▏| 46/264 [01:12<05:31,  1.52s/it, loss=0.011, mat=0.377, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  18%|▏| 47/264 [01:12<05:30,  1.52s/it, loss=0.011, mat=0.377, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  18%|▏| 47/264 [01:13<05:30,  1.52s/it, loss=0.017, mat=0.395, sens=0.000, deg=0.001
Ep 006/100 [S1:deg_only]:  18%|▏| 48/264 [01:13<05:33,  1.55s/it, loss=0.017, mat=0.395, sens=0.000, deg=0.001
Ep 006/100 [S1:deg_only]:  18%|▏| 48/264 [01:15<05:33,  1.55s/it, loss=0.002, mat=0.392, sens=0.857, deg=0.000
Ep 006/100 [S1:deg_only]:  19%|▏| 49/264 [01:15<05:30,  1.54s/it, loss=0.002, mat=0.392, sens=0.857, deg=0.000
Ep 006/100 [S1:deg_only]:  19%|▏| 49/264 [01:16<05:30,  1.54s/it, loss=0.007, mat=0.384, sens=0.836, deg=0.000
Ep 006/100 [S1:deg_only]:  19%|▏| 50/264 [01:16<05:28,  1.53s/it, loss=0.007, mat=0.384, sens=0.836, deg=0.000
Ep 006/100 [S1:deg_only]:  19%|▏| 50/264 [01:18<05:28,  1.53s/it, loss=0.006, mat=0.389, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  19%|▏| 51/264 [01:18<05:26,  1.53s/it, loss=0.006, mat=0.389, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  19%|▏| 51/264 [01:19<05:26,  1.53s/it, loss=0.004, mat=0.389, sens=1.070, deg=0.000
Ep 006/100 [S1:deg_only]:  20%|▏| 52/264 [01:19<05:23,  1.53s/it, loss=0.004, mat=0.389, sens=1.070, deg=0.000
Ep 006/100 [S1:deg_only]:  20%|▏| 52/264 [01:21<05:23,  1.53s/it, loss=0.009, mat=0.394, sens=1.281, deg=0.000
Ep 006/100 [S1:deg_only]:  20%|▏| 53/264 [01:21<05:21,  1.52s/it, loss=0.009, mat=0.394, sens=1.281, deg=0.000
Ep 006/100 [S1:deg_only]:  20%|▏| 53/264 [01:22<05:21,  1.52s/it, loss=0.049, mat=0.390, sens=0.830, deg=0.000
Ep 006/100 [S1:deg_only]:  20%|▏| 54/264 [01:22<05:20,  1.53s/it, loss=0.049, mat=0.390, sens=0.830, deg=0.000
Ep 006/100 [S1:deg_only]:  20%|▏| 54/264 [01:24<05:20,  1.53s/it, loss=0.017, mat=0.395, sens=0.795, deg=0.000
Ep 006/100 [S1:deg_only]:  21%|▏| 55/264 [01:24<05:19,  1.53s/it, loss=0.017, mat=0.395, sens=0.795, deg=0.000
Ep 006/100 [S1:deg_only]:  21%|▏| 55/264 [01:25<05:19,  1.53s/it, loss=0.006, mat=0.396, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  21%|▏| 56/264 [01:25<05:17,  1.52s/it, loss=0.006, mat=0.396, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  21%|▏| 56/264 [01:27<05:17,  1.52s/it, loss=0.005, mat=0.383, sens=1.451, deg=0.000
Ep 006/100 [S1:deg_only]:  22%|▏| 57/264 [01:27<05:15,  1.52s/it, loss=0.005, mat=0.383, sens=1.451, deg=0.000
Ep 006/100 [S1:deg_only]:  22%|▏| 57/264 [01:29<05:15,  1.52s/it, loss=0.016, mat=0.375, sens=0.000, deg=0.002
Ep 006/100 [S1:deg_only]:  22%|▏| 58/264 [01:29<05:13,  1.52s/it, loss=0.016, mat=0.375, sens=0.000, deg=0.002
Ep 006/100 [S1:deg_only]:  22%|▏| 58/264 [01:30<05:13,  1.52s/it, loss=0.283, mat=0.386, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.283, mat=0.386, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  22%|▏| 59/264 [01:32<05:11,  1.52s/it, loss=0.015, mat=0.387, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  23%|▏| 60/264 [01:32<05:10,  1.52s/it, loss=0.015, mat=0.387, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  23%|▏| 60/264 [01:33<05:10,  1.52s/it, loss=0.018, mat=0.380, sens=1.650, deg=0.000
Ep 006/100 [S1:deg_only]:  23%|▏| 61/264 [01:33<05:08,  1.52s/it, loss=0.018, mat=0.380, sens=1.650, deg=0.000
Ep 006/100 [S1:deg_only]:  23%|▏| 61/264 [01:35<05:08,  1.52s/it, loss=0.011, mat=0.381, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  23%|▏| 62/264 [01:35<05:07,  1.52s/it, loss=0.011, mat=0.381, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  23%|▏| 62/264 [01:36<05:07,  1.52s/it, loss=0.014, mat=0.380, sens=0.911, deg=0.000
Ep 006/100 [S1:deg_only]:  24%|▏| 63/264 [01:36<05:05,  1.52s/it, loss=0.014, mat=0.380, sens=0.911, deg=0.000
Ep 006/100 [S1:deg_only]:  24%|▏| 63/264 [01:38<05:05,  1.52s/it, loss=0.003, mat=0.384, sens=0.795, deg=0.000
Ep 006/100 [S1:deg_only]:  24%|▏| 64/264 [01:38<05:04,  1.52s/it, loss=0.003, mat=0.384, sens=0.795, deg=0.000
Ep 006/100 [S1:deg_only]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.043, mat=0.380, sens=2.097, deg=0.000
Ep 006/100 [S1:deg_only]:  25%|▏| 65/264 [01:39<05:03,  1.52s/it, loss=0.043, mat=0.380, sens=2.097, deg=0.000
Ep 006/100 [S1:deg_only]:  25%|▏| 65/264 [01:41<05:03,  1.52s/it, loss=0.027, mat=0.390, sens=0.924, deg=0.000
Ep 006/100 [S1:deg_only]:  25%|▎| 66/264 [01:41<05:05,  1.54s/it, loss=0.027, mat=0.390, sens=0.924, deg=0.000
Ep 006/100 [S1:deg_only]:  25%|▎| 66/264 [01:42<05:05,  1.54s/it, loss=0.037, mat=0.394, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  25%|▎| 67/264 [01:42<05:02,  1.54s/it, loss=0.037, mat=0.394, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  25%|▎| 67/264 [01:44<05:02,  1.54s/it, loss=0.007, mat=0.393, sens=0.876, deg=0.000
Ep 006/100 [S1:deg_only]:  26%|▎| 68/264 [01:44<05:00,  1.53s/it, loss=0.007, mat=0.393, sens=0.876, deg=0.000
Ep 006/100 [S1:deg_only]:  26%|▎| 68/264 [01:45<05:00,  1.53s/it, loss=0.013, mat=0.401, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  26%|▎| 69/264 [01:45<04:58,  1.53s/it, loss=0.013, mat=0.401, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  26%|▎| 69/264 [01:47<04:58,  1.53s/it, loss=0.028, mat=0.395, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  27%|▎| 70/264 [01:47<04:56,  1.53s/it, loss=0.028, mat=0.395, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  27%|▎| 70/264 [01:48<04:56,  1.53s/it, loss=0.009, mat=0.389, sens=3.679, deg=0.000
Ep 006/100 [S1:deg_only]:  27%|▎| 71/264 [01:48<04:54,  1.53s/it, loss=0.009, mat=0.389, sens=3.679, deg=0.000
Ep 006/100 [S1:deg_only]:  27%|▎| 71/264 [01:50<04:54,  1.53s/it, loss=0.011, mat=0.399, sens=1.062, deg=0.000
Ep 006/100 [S1:deg_only]:  27%|▎| 72/264 [01:50<04:52,  1.53s/it, loss=0.011, mat=0.399, sens=1.062, deg=0.000
Ep 006/100 [S1:deg_only]:  27%|▎| 72/264 [01:51<04:52,  1.53s/it, loss=0.016, mat=0.385, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  28%|▎| 73/264 [01:51<04:51,  1.52s/it, loss=0.016, mat=0.385, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  28%|▎| 73/264 [01:53<04:51,  1.52s/it, loss=0.028, mat=0.381, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  28%|▎| 74/264 [01:53<04:49,  1.52s/it, loss=0.028, mat=0.381, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  28%|▎| 74/264 [01:54<04:49,  1.52s/it, loss=0.009, mat=0.386, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  28%|▎| 75/264 [01:54<04:47,  1.52s/it, loss=0.009, mat=0.386, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  28%|▎| 75/264 [01:56<04:47,  1.52s/it, loss=0.009, mat=0.393, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  29%|▎| 76/264 [01:56<04:46,  1.52s/it, loss=0.009, mat=0.393, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  29%|▎| 76/264 [01:58<04:46,  1.52s/it, loss=0.012, mat=0.395, sens=2.892, deg=0.000
Ep 006/100 [S1:deg_only]:  29%|▎| 77/264 [01:58<04:44,  1.52s/it, loss=0.012, mat=0.395, sens=2.892, deg=0.000
Ep 006/100 [S1:deg_only]:  29%|▎| 77/264 [01:59<04:44,  1.52s/it, loss=0.150, mat=0.380, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  30%|▎| 78/264 [01:59<04:42,  1.52s/it, loss=0.150, mat=0.380, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  30%|▎| 78/264 [02:01<04:42,  1.52s/it, loss=0.014, mat=0.396, sens=0.986, deg=0.000
Ep 006/100 [S1:deg_only]:  30%|▎| 79/264 [02:01<04:41,  1.52s/it, loss=0.014, mat=0.396, sens=0.986, deg=0.000
Ep 006/100 [S1:deg_only]:  30%|▎| 79/264 [02:02<04:41,  1.52s/it, loss=0.011, mat=0.379, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  30%|▎| 80/264 [02:02<04:39,  1.52s/it, loss=0.011, mat=0.379, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  30%|▎| 80/264 [02:04<04:39,  1.52s/it, loss=0.047, mat=0.387, sens=1.436, deg=0.000
Ep 006/100 [S1:deg_only]:  31%|▎| 81/264 [02:04<04:42,  1.54s/it, loss=0.047, mat=0.387, sens=1.436, deg=0.000
Ep 006/100 [S1:deg_only]:  31%|▎| 81/264 [02:05<04:42,  1.54s/it, loss=0.045, mat=0.382, sens=1.137, deg=0.000
Ep 006/100 [S1:deg_only]:  31%|▎| 82/264 [02:05<04:39,  1.53s/it, loss=0.045, mat=0.382, sens=1.137, deg=0.000
Ep 006/100 [S1:deg_only]:  31%|▎| 82/264 [02:07<04:39,  1.53s/it, loss=0.047, mat=0.393, sens=0.809, deg=0.000
Ep 006/100 [S1:deg_only]:  31%|▎| 83/264 [02:07<04:36,  1.53s/it, loss=0.047, mat=0.393, sens=0.809, deg=0.000
Ep 006/100 [S1:deg_only]:  31%|▎| 83/264 [02:08<04:36,  1.53s/it, loss=0.014, mat=0.394, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  32%|▎| 84/264 [02:08<04:34,  1.53s/it, loss=0.014, mat=0.394, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  32%|▎| 84/264 [02:10<04:34,  1.53s/it, loss=0.022, mat=0.390, sens=0.880, deg=0.000
Ep 006/100 [S1:deg_only]:  32%|▎| 85/264 [02:10<04:32,  1.52s/it, loss=0.022, mat=0.390, sens=0.880, deg=0.000
Ep 006/100 [S1:deg_only]:  32%|▎| 85/264 [02:11<04:32,  1.52s/it, loss=0.019, mat=0.391, sens=1.238, deg=0.000
Ep 006/100 [S1:deg_only]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.019, mat=0.391, sens=1.238, deg=0.000
Ep 006/100 [S1:deg_only]:  33%|▎| 86/264 [02:13<04:30,  1.52s/it, loss=0.008, mat=0.391, sens=1.377, deg=0.000
Ep 006/100 [S1:deg_only]:  33%|▎| 87/264 [02:13<04:29,  1.52s/it, loss=0.008, mat=0.391, sens=1.377, deg=0.000
Ep 006/100 [S1:deg_only]:  33%|▎| 87/264 [02:14<04:29,  1.52s/it, loss=0.023, mat=0.391, sens=0.960, deg=0.000
Ep 006/100 [S1:deg_only]:  33%|▎| 88/264 [02:14<04:27,  1.52s/it, loss=0.023, mat=0.391, sens=0.960, deg=0.000
Ep 006/100 [S1:deg_only]:  33%|▎| 88/264 [02:16<04:27,  1.52s/it, loss=0.013, mat=0.387, sens=2.517, deg=0.000
Ep 006/100 [S1:deg_only]:  34%|▎| 89/264 [02:16<04:26,  1.52s/it, loss=0.013, mat=0.387, sens=2.517, deg=0.000
Ep 006/100 [S1:deg_only]:  34%|▎| 89/264 [02:17<04:26,  1.52s/it, loss=0.049, mat=0.391, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  34%|▎| 90/264 [02:17<04:24,  1.52s/it, loss=0.049, mat=0.391, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  34%|▎| 90/264 [02:19<04:24,  1.52s/it, loss=0.011, mat=0.375, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.011, mat=0.375, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.144, mat=0.386, sens=1.468, deg=0.000
Ep 006/100 [S1:deg_only]:  35%|▎| 92/264 [02:20<04:22,  1.52s/it, loss=0.144, mat=0.386, sens=1.468, deg=0.000
Ep 006/100 [S1:deg_only]:  35%|▎| 92/264 [02:22<04:22,  1.52s/it, loss=0.009, mat=0.391, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  35%|▎| 93/264 [02:22<04:24,  1.55s/it, loss=0.009, mat=0.391, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  35%|▎| 93/264 [02:24<04:24,  1.55s/it, loss=0.013, mat=0.391, sens=0.820, deg=0.000
Ep 006/100 [S1:deg_only]:  36%|▎| 94/264 [02:24<04:21,  1.54s/it, loss=0.013, mat=0.391, sens=0.820, deg=0.000
Ep 006/100 [S1:deg_only]:  36%|▎| 94/264 [02:25<04:21,  1.54s/it, loss=0.026, mat=0.401, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  36%|▎| 95/264 [02:25<04:19,  1.53s/it, loss=0.026, mat=0.401, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  36%|▎| 95/264 [02:27<04:19,  1.53s/it, loss=0.079, mat=0.402, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  36%|▎| 96/264 [02:27<04:16,  1.53s/it, loss=0.079, mat=0.402, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  36%|▎| 96/264 [02:28<04:16,  1.53s/it, loss=0.010, mat=0.389, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  37%|▎| 97/264 [02:28<04:15,  1.53s/it, loss=0.010, mat=0.389, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  37%|▎| 97/264 [02:30<04:15,  1.53s/it, loss=0.026, mat=0.394, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  37%|▎| 98/264 [02:30<04:13,  1.52s/it, loss=0.026, mat=0.394, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  37%|▎| 98/264 [02:31<04:13,  1.52s/it, loss=0.017, mat=0.385, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  38%|▍| 99/264 [02:31<04:11,  1.52s/it, loss=0.017, mat=0.385, sens=0.000, deg=0.000
Ep 006/100 [S1:deg_only]:  38%|▍| 99/264 [02:33<04:11,  1.52s/it, loss=0.013, mat=0.398, sens=0.788, deg=0.001
Ep 006/100 [S1:deg_only]:  38%|▍| 100/264 [02:33<04:09,  1.52s/it, loss=0.013, mat=0.398, sens=0.788, deg=0.00
Ep 006/100 [S1:deg_only]:  38%|▍| 100/264 [02:34<04:09,  1.52s/it, loss=0.038, mat=0.394, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  38%|▍| 101/264 [02:34<04:08,  1.52s/it, loss=0.038, mat=0.394, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  38%|▍| 101/264 [02:36<04:08,  1.52s/it, loss=0.008, mat=0.396, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  39%|▍| 102/264 [02:36<04:06,  1.52s/it, loss=0.008, mat=0.396, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  39%|▍| 102/264 [02:37<04:06,  1.52s/it, loss=0.009, mat=0.382, sens=1.516, deg=0.00
Ep 006/100 [S1:deg_only]:  39%|▍| 103/264 [02:37<04:05,  1.52s/it, loss=0.009, mat=0.382, sens=1.516, deg=0.00
Ep 006/100 [S1:deg_only]:  39%|▍| 103/264 [02:39<04:05,  1.52s/it, loss=0.024, mat=0.376, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  39%|▍| 104/264 [02:39<04:03,  1.52s/it, loss=0.024, mat=0.376, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  39%|▍| 104/264 [02:40<04:03,  1.52s/it, loss=0.012, mat=0.386, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  40%|▍| 105/264 [02:40<04:01,  1.52s/it, loss=0.012, mat=0.386, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  40%|▍| 105/264 [02:42<04:01,  1.52s/it, loss=0.010, mat=0.393, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  40%|▍| 106/264 [02:42<04:00,  1.52s/it, loss=0.010, mat=0.393, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  40%|▍| 106/264 [02:43<04:00,  1.52s/it, loss=0.008, mat=0.396, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.008, mat=0.396, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  41%|▍| 107/264 [02:45<03:58,  1.52s/it, loss=0.015, mat=0.383, sens=3.317, deg=0.00
Ep 006/100 [S1:deg_only]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.015, mat=0.383, sens=3.317, deg=0.00
Ep 006/100 [S1:deg_only]:  41%|▍| 108/264 [02:46<03:57,  1.52s/it, loss=0.098, mat=0.370, sens=1.847, deg=0.00
Ep 006/100 [S1:deg_only]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.098, mat=0.370, sens=1.847, deg=0.00
Ep 006/100 [S1:deg_only]:  41%|▍| 109/264 [02:48<03:55,  1.52s/it, loss=0.010, mat=0.375, sens=0.799, deg=0.00
Ep 006/100 [S1:deg_only]:  42%|▍| 110/264 [02:48<03:54,  1.52s/it, loss=0.010, mat=0.375, sens=0.799, deg=0.00
Ep 006/100 [S1:deg_only]:  42%|▍| 110/264 [02:49<03:54,  1.52s/it, loss=0.019, mat=0.377, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.019, mat=0.377, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  42%|▍| 111/264 [02:51<03:52,  1.52s/it, loss=0.008, mat=0.396, sens=0.923, deg=0.00
Ep 006/100 [S1:deg_only]:  42%|▍| 112/264 [02:51<03:54,  1.54s/it, loss=0.008, mat=0.396, sens=0.923, deg=0.00
Ep 006/100 [S1:deg_only]:  42%|▍| 112/264 [02:52<03:54,  1.54s/it, loss=0.293, mat=0.393, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  43%|▍| 113/264 [02:52<03:52,  1.54s/it, loss=0.293, mat=0.393, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  43%|▍| 113/264 [02:54<03:52,  1.54s/it, loss=0.011, mat=0.389, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  43%|▍| 114/264 [02:54<03:50,  1.53s/it, loss=0.011, mat=0.389, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  43%|▍| 114/264 [02:56<03:50,  1.53s/it, loss=0.005, mat=0.389, sens=0.789, deg=0.00
Ep 006/100 [S1:deg_only]:  44%|▍| 115/264 [02:56<03:48,  1.53s/it, loss=0.005, mat=0.389, sens=0.789, deg=0.00
Ep 006/100 [S1:deg_only]:  44%|▍| 115/264 [02:57<03:48,  1.53s/it, loss=0.008, mat=0.383, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  44%|▍| 116/264 [02:57<03:46,  1.53s/it, loss=0.008, mat=0.383, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  44%|▍| 116/264 [02:59<03:46,  1.53s/it, loss=0.008, mat=0.395, sens=1.034, deg=0.00
Ep 006/100 [S1:deg_only]:  44%|▍| 117/264 [02:59<03:45,  1.53s/it, loss=0.008, mat=0.395, sens=1.034, deg=0.00
Ep 006/100 [S1:deg_only]:  44%|▍| 117/264 [03:00<03:45,  1.53s/it, loss=0.009, mat=0.397, sens=1.318, deg=0.00
Ep 006/100 [S1:deg_only]:  45%|▍| 118/264 [03:00<03:43,  1.53s/it, loss=0.009, mat=0.397, sens=1.318, deg=0.00
Ep 006/100 [S1:deg_only]:  45%|▍| 118/264 [03:02<03:43,  1.53s/it, loss=0.021, mat=0.396, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  45%|▍| 119/264 [03:02<03:41,  1.53s/it, loss=0.021, mat=0.396, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  45%|▍| 119/264 [03:03<03:41,  1.53s/it, loss=0.018, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  45%|▍| 120/264 [03:03<03:39,  1.53s/it, loss=0.018, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  45%|▍| 120/264 [03:05<03:39,  1.53s/it, loss=0.007, mat=0.389, sens=0.856, deg=0.00
Ep 006/100 [S1:deg_only]:  46%|▍| 121/264 [03:05<03:38,  1.53s/it, loss=0.007, mat=0.389, sens=0.856, deg=0.00
Ep 006/100 [S1:deg_only]:  46%|▍| 121/264 [03:06<03:38,  1.53s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  46%|▍| 122/264 [03:06<03:36,  1.53s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  46%|▍| 122/264 [03:08<03:36,  1.53s/it, loss=0.007, mat=0.386, sens=0.836, deg=0.00
Ep 006/100 [S1:deg_only]:  47%|▍| 123/264 [03:08<03:34,  1.52s/it, loss=0.007, mat=0.386, sens=0.836, deg=0.00
Ep 006/100 [S1:deg_only]:  47%|▍| 123/264 [03:09<03:34,  1.52s/it, loss=0.079, mat=0.399, sens=0.822, deg=0.00
Ep 006/100 [S1:deg_only]:  47%|▍| 124/264 [03:09<03:33,  1.53s/it, loss=0.079, mat=0.399, sens=0.822, deg=0.00
Ep 006/100 [S1:deg_only]:  47%|▍| 124/264 [03:11<03:33,  1.53s/it, loss=0.014, mat=0.408, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  47%|▍| 125/264 [03:11<03:31,  1.52s/it, loss=0.014, mat=0.408, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  47%|▍| 125/264 [03:12<03:31,  1.52s/it, loss=0.042, mat=0.389, sens=1.242, deg=0.00
Ep 006/100 [S1:deg_only]:  48%|▍| 126/264 [03:12<03:33,  1.55s/it, loss=0.042, mat=0.389, sens=1.242, deg=0.00
Ep 006/100 [S1:deg_only]:  48%|▍| 126/264 [03:14<03:33,  1.55s/it, loss=0.012, mat=0.392, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  48%|▍| 127/264 [03:14<03:31,  1.54s/it, loss=0.012, mat=0.392, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  48%|▍| 127/264 [03:15<03:31,  1.54s/it, loss=0.016, mat=0.384, sens=0.799, deg=0.00
Ep 006/100 [S1:deg_only]:  48%|▍| 128/264 [03:15<03:29,  1.54s/it, loss=0.016, mat=0.384, sens=0.799, deg=0.00
Ep 006/100 [S1:deg_only]:  48%|▍| 128/264 [03:17<03:29,  1.54s/it, loss=0.068, mat=0.389, sens=0.796, deg=0.00
Ep 006/100 [S1:deg_only]:  49%|▍| 129/264 [03:17<03:27,  1.53s/it, loss=0.068, mat=0.389, sens=0.796, deg=0.00
Ep 006/100 [S1:deg_only]:  49%|▍| 129/264 [03:18<03:27,  1.53s/it, loss=0.018, mat=0.400, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  49%|▍| 130/264 [03:18<03:25,  1.53s/it, loss=0.018, mat=0.400, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  49%|▍| 130/264 [03:20<03:25,  1.53s/it, loss=0.025, mat=0.389, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  50%|▍| 131/264 [03:20<03:23,  1.53s/it, loss=0.025, mat=0.389, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  50%|▍| 131/264 [03:22<03:23,  1.53s/it, loss=0.009, mat=0.395, sens=0.825, deg=0.00
Ep 006/100 [S1:deg_only]:  50%|▌| 132/264 [03:22<03:21,  1.53s/it, loss=0.009, mat=0.395, sens=0.825, deg=0.00
Ep 006/100 [S1:deg_only]:  50%|▌| 132/264 [03:23<03:21,  1.53s/it, loss=0.008, mat=0.388, sens=1.392, deg=0.00
Ep 006/100 [S1:deg_only]:  50%|▌| 133/264 [03:23<03:20,  1.53s/it, loss=0.008, mat=0.388, sens=1.392, deg=0.00
Ep 006/100 [S1:deg_only]:  50%|▌| 133/264 [03:25<03:20,  1.53s/it, loss=0.008, mat=0.391, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  51%|▌| 134/264 [03:25<03:18,  1.53s/it, loss=0.008, mat=0.391, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  51%|▌| 134/264 [03:26<03:18,  1.53s/it, loss=0.004, mat=0.398, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.004, mat=0.398, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  51%|▌| 135/264 [03:28<03:16,  1.52s/it, loss=0.019, mat=0.390, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.019, mat=0.390, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.037, mat=0.381, sens=0.796, deg=0.00
Ep 006/100 [S1:deg_only]:  52%|▌| 137/264 [03:29<03:13,  1.52s/it, loss=0.037, mat=0.381, sens=0.796, deg=0.00
Ep 006/100 [S1:deg_only]:  52%|▌| 137/264 [03:31<03:13,  1.52s/it, loss=0.012, mat=0.395, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  52%|▌| 138/264 [03:31<03:14,  1.55s/it, loss=0.012, mat=0.395, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  52%|▌| 138/264 [03:32<03:14,  1.55s/it, loss=0.008, mat=0.389, sens=0.842, deg=0.00
Ep 006/100 [S1:deg_only]:  53%|▌| 139/264 [03:32<03:12,  1.54s/it, loss=0.008, mat=0.389, sens=0.842, deg=0.00
Ep 006/100 [S1:deg_only]:  53%|▌| 139/264 [03:34<03:12,  1.54s/it, loss=0.081, mat=0.389, sens=1.501, deg=0.00
Ep 006/100 [S1:deg_only]:  53%|▌| 140/264 [03:34<03:10,  1.53s/it, loss=0.081, mat=0.389, sens=1.501, deg=0.00
Ep 006/100 [S1:deg_only]:  53%|▌| 140/264 [03:35<03:10,  1.53s/it, loss=0.042, mat=0.389, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  53%|▌| 141/264 [03:35<03:08,  1.53s/it, loss=0.042, mat=0.389, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  53%|▌| 141/264 [03:37<03:08,  1.53s/it, loss=0.027, mat=0.378, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  54%|▌| 142/264 [03:37<03:06,  1.53s/it, loss=0.027, mat=0.378, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  54%|▌| 142/264 [03:38<03:06,  1.53s/it, loss=0.026, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  54%|▌| 143/264 [03:38<03:04,  1.53s/it, loss=0.026, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  54%|▌| 143/264 [03:40<03:04,  1.53s/it, loss=0.019, mat=0.395, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  55%|▌| 144/264 [03:40<03:02,  1.52s/it, loss=0.019, mat=0.395, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  55%|▌| 144/264 [03:41<03:02,  1.52s/it, loss=0.009, mat=0.384, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  55%|▌| 145/264 [03:41<03:00,  1.52s/it, loss=0.009, mat=0.384, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  55%|▌| 145/264 [03:43<03:00,  1.52s/it, loss=0.019, mat=0.395, sens=1.103, deg=0.00
Ep 006/100 [S1:deg_only]:  55%|▌| 146/264 [03:43<02:59,  1.52s/it, loss=0.019, mat=0.395, sens=1.103, deg=0.00
Ep 006/100 [S1:deg_only]:  55%|▌| 146/264 [03:44<02:59,  1.52s/it, loss=0.009, mat=0.391, sens=0.793, deg=0.00
Ep 006/100 [S1:deg_only]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.009, mat=0.391, sens=0.793, deg=0.00
Ep 006/100 [S1:deg_only]:  56%|▌| 147/264 [03:46<02:57,  1.52s/it, loss=0.008, mat=0.372, sens=0.854, deg=0.00
Ep 006/100 [S1:deg_only]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.008, mat=0.372, sens=0.854, deg=0.00
Ep 006/100 [S1:deg_only]:  56%|▌| 148/264 [03:47<02:56,  1.52s/it, loss=0.027, mat=0.383, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.027, mat=0.383, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  56%|▌| 149/264 [03:49<02:54,  1.52s/it, loss=0.111, mat=0.406, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  57%|▌| 150/264 [03:49<02:53,  1.52s/it, loss=0.111, mat=0.406, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  57%|▌| 150/264 [03:51<02:53,  1.52s/it, loss=0.021, mat=0.398, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  57%|▌| 151/264 [03:51<02:51,  1.52s/it, loss=0.021, mat=0.398, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  57%|▌| 151/264 [03:52<02:51,  1.52s/it, loss=0.009, mat=0.389, sens=1.210, deg=0.00
Ep 006/100 [S1:deg_only]:  58%|▌| 152/264 [03:52<02:50,  1.52s/it, loss=0.009, mat=0.389, sens=1.210, deg=0.00
Ep 006/100 [S1:deg_only]:  58%|▌| 152/264 [03:54<02:50,  1.52s/it, loss=0.008, mat=0.394, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  58%|▌| 153/264 [03:54<02:48,  1.52s/it, loss=0.008, mat=0.394, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  58%|▌| 153/264 [03:55<02:48,  1.52s/it, loss=0.011, mat=0.391, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.011, mat=0.391, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  58%|▌| 154/264 [03:57<02:47,  1.52s/it, loss=0.015, mat=0.395, sens=1.215, deg=0.00
Ep 006/100 [S1:deg_only]:  59%|▌| 155/264 [03:57<02:45,  1.52s/it, loss=0.015, mat=0.395, sens=1.215, deg=0.00
Ep 006/100 [S1:deg_only]:  59%|▌| 155/264 [03:58<02:45,  1.52s/it, loss=0.010, mat=0.388, sens=0.854, deg=0.00
Ep 006/100 [S1:deg_only]:  59%|▌| 156/264 [03:58<02:46,  1.54s/it, loss=0.010, mat=0.388, sens=0.854, deg=0.00
Ep 006/100 [S1:deg_only]:  59%|▌| 156/264 [04:00<02:46,  1.54s/it, loss=0.017, mat=0.386, sens=0.824, deg=0.00
Ep 006/100 [S1:deg_only]:  59%|▌| 157/264 [04:00<02:44,  1.54s/it, loss=0.017, mat=0.386, sens=0.824, deg=0.00
Ep 006/100 [S1:deg_only]:  59%|▌| 157/264 [04:01<02:44,  1.54s/it, loss=0.008, mat=0.390, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  60%|▌| 158/264 [04:01<02:42,  1.54s/it, loss=0.008, mat=0.390, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  60%|▌| 158/264 [04:03<02:42,  1.54s/it, loss=0.007, mat=0.394, sens=0.801, deg=0.00
Ep 006/100 [S1:deg_only]:  60%|▌| 159/264 [04:03<02:40,  1.53s/it, loss=0.007, mat=0.394, sens=0.801, deg=0.00
Ep 006/100 [S1:deg_only]:  60%|▌| 159/264 [04:04<02:40,  1.53s/it, loss=0.008, mat=0.397, sens=0.851, deg=0.00
Ep 006/100 [S1:deg_only]:  61%|▌| 160/264 [04:04<02:38,  1.53s/it, loss=0.008, mat=0.397, sens=0.851, deg=0.00
Ep 006/100 [S1:deg_only]:  61%|▌| 160/264 [04:06<02:38,  1.53s/it, loss=0.009, mat=0.383, sens=3.856, deg=0.00
Ep 006/100 [S1:deg_only]:  61%|▌| 161/264 [04:06<02:37,  1.53s/it, loss=0.009, mat=0.383, sens=3.856, deg=0.00
Ep 006/100 [S1:deg_only]:  61%|▌| 161/264 [04:07<02:37,  1.53s/it, loss=0.088, mat=0.394, sens=1.342, deg=0.00
Ep 006/100 [S1:deg_only]:  61%|▌| 162/264 [04:07<02:35,  1.52s/it, loss=0.088, mat=0.394, sens=1.342, deg=0.00
Ep 006/100 [S1:deg_only]:  61%|▌| 162/264 [04:09<02:35,  1.52s/it, loss=0.030, mat=0.376, sens=1.129, deg=0.00
Ep 006/100 [S1:deg_only]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.030, mat=0.376, sens=1.129, deg=0.00
Ep 006/100 [S1:deg_only]:  62%|▌| 163/264 [04:10<02:33,  1.52s/it, loss=0.003, mat=0.378, sens=1.051, deg=0.00
Ep 006/100 [S1:deg_only]:  62%|▌| 164/264 [04:10<02:32,  1.53s/it, loss=0.003, mat=0.378, sens=1.051, deg=0.00
Ep 006/100 [S1:deg_only]:  62%|▌| 164/264 [04:12<02:32,  1.53s/it, loss=0.020, mat=0.391, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  62%|▋| 165/264 [04:12<02:30,  1.52s/it, loss=0.020, mat=0.391, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  62%|▋| 165/264 [04:13<02:30,  1.52s/it, loss=0.007, mat=0.395, sens=1.221, deg=0.00
Ep 006/100 [S1:deg_only]:  63%|▋| 166/264 [04:13<02:29,  1.53s/it, loss=0.007, mat=0.395, sens=1.221, deg=0.00
Ep 006/100 [S1:deg_only]:  63%|▋| 166/264 [04:15<02:29,  1.53s/it, loss=0.006, mat=0.376, sens=2.499, deg=0.00
Ep 006/100 [S1:deg_only]:  63%|▋| 167/264 [04:15<02:27,  1.52s/it, loss=0.006, mat=0.376, sens=2.499, deg=0.00
Ep 006/100 [S1:deg_only]:  63%|▋| 167/264 [04:16<02:27,  1.52s/it, loss=0.018, mat=0.382, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  64%|▋| 168/264 [04:16<02:26,  1.52s/it, loss=0.018, mat=0.382, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  64%|▋| 168/264 [04:18<02:26,  1.52s/it, loss=0.007, mat=0.399, sens=0.982, deg=0.00
Ep 006/100 [S1:deg_only]:  64%|▋| 169/264 [04:18<02:24,  1.52s/it, loss=0.007, mat=0.399, sens=0.982, deg=0.00
Ep 006/100 [S1:deg_only]:  64%|▋| 169/264 [04:20<02:24,  1.52s/it, loss=0.010, mat=0.385, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  64%|▋| 170/264 [04:20<02:23,  1.52s/it, loss=0.010, mat=0.385, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  64%|▋| 170/264 [04:21<02:23,  1.52s/it, loss=1.246, mat=0.393, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  65%|▋| 171/264 [04:21<02:23,  1.55s/it, loss=1.246, mat=0.393, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  65%|▋| 171/264 [04:23<02:23,  1.55s/it, loss=0.116, mat=0.409, sens=0.796, deg=0.00
Ep 006/100 [S1:deg_only]:  65%|▋| 172/264 [04:23<02:21,  1.54s/it, loss=0.116, mat=0.409, sens=0.796, deg=0.00
Ep 006/100 [S1:deg_only]:  65%|▋| 172/264 [04:24<02:21,  1.54s/it, loss=0.009, mat=0.399, sens=0.795, deg=0.00
Ep 006/100 [S1:deg_only]:  66%|▋| 173/264 [04:24<02:19,  1.54s/it, loss=0.009, mat=0.399, sens=0.795, deg=0.00
Ep 006/100 [S1:deg_only]:  66%|▋| 173/264 [04:26<02:19,  1.54s/it, loss=0.009, mat=0.384, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  66%|▋| 174/264 [04:26<02:18,  1.53s/it, loss=0.009, mat=0.384, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  66%|▋| 174/264 [04:27<02:18,  1.53s/it, loss=0.017, mat=0.394, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  66%|▋| 175/264 [04:27<02:16,  1.53s/it, loss=0.017, mat=0.394, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  66%|▋| 175/264 [04:29<02:16,  1.53s/it, loss=0.018, mat=0.383, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  67%|▋| 176/264 [04:29<02:14,  1.53s/it, loss=0.018, mat=0.383, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  67%|▋| 176/264 [04:30<02:14,  1.53s/it, loss=0.010, mat=0.406, sens=1.304, deg=0.00
Ep 006/100 [S1:deg_only]:  67%|▋| 177/264 [04:30<02:12,  1.53s/it, loss=0.010, mat=0.406, sens=1.304, deg=0.00
Ep 006/100 [S1:deg_only]:  67%|▋| 177/264 [04:32<02:12,  1.53s/it, loss=0.042, mat=0.391, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  67%|▋| 178/264 [04:32<02:11,  1.53s/it, loss=0.042, mat=0.391, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  67%|▋| 178/264 [04:33<02:11,  1.53s/it, loss=0.010, mat=0.404, sens=1.460, deg=0.00
Ep 006/100 [S1:deg_only]:  68%|▋| 179/264 [04:33<02:09,  1.53s/it, loss=0.010, mat=0.404, sens=1.460, deg=0.00
Ep 006/100 [S1:deg_only]:  68%|▋| 179/264 [04:35<02:09,  1.53s/it, loss=0.080, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  68%|▋| 180/264 [04:35<02:08,  1.53s/it, loss=0.080, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  68%|▋| 180/264 [04:36<02:08,  1.53s/it, loss=0.007, mat=0.393, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  69%|▋| 181/264 [04:36<02:06,  1.53s/it, loss=0.007, mat=0.393, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  69%|▋| 181/264 [04:38<02:06,  1.53s/it, loss=0.008, mat=0.391, sens=1.430, deg=0.00
Ep 006/100 [S1:deg_only]:  69%|▋| 182/264 [04:38<02:05,  1.53s/it, loss=0.008, mat=0.391, sens=1.430, deg=0.00
Ep 006/100 [S1:deg_only]:  69%|▋| 182/264 [04:40<02:05,  1.53s/it, loss=0.023, mat=0.401, sens=1.336, deg=0.00
Ep 006/100 [S1:deg_only]:  69%|▋| 183/264 [04:40<02:05,  1.55s/it, loss=0.023, mat=0.401, sens=1.336, deg=0.00
Ep 006/100 [S1:deg_only]:  69%|▋| 183/264 [04:41<02:05,  1.55s/it, loss=0.142, mat=0.402, sens=0.836, deg=0.00
Ep 006/100 [S1:deg_only]:  70%|▋| 184/264 [04:41<02:03,  1.54s/it, loss=0.142, mat=0.402, sens=0.836, deg=0.00
Ep 006/100 [S1:deg_only]:  70%|▋| 184/264 [04:43<02:03,  1.54s/it, loss=0.015, mat=0.386, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  70%|▋| 185/264 [04:43<02:01,  1.53s/it, loss=0.015, mat=0.386, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  70%|▋| 185/264 [04:44<02:01,  1.53s/it, loss=0.020, mat=0.394, sens=1.265, deg=0.00
Ep 006/100 [S1:deg_only]:  70%|▋| 186/264 [04:44<01:59,  1.53s/it, loss=0.020, mat=0.394, sens=1.265, deg=0.00
Ep 006/100 [S1:deg_only]:  70%|▋| 186/264 [04:46<01:59,  1.53s/it, loss=0.025, mat=0.387, sens=0.823, deg=0.00
Ep 006/100 [S1:deg_only]:  71%|▋| 187/264 [04:46<01:57,  1.53s/it, loss=0.025, mat=0.387, sens=0.823, deg=0.00
Ep 006/100 [S1:deg_only]:  71%|▋| 187/264 [04:47<01:57,  1.53s/it, loss=0.099, mat=0.395, sens=0.815, deg=0.00
Ep 006/100 [S1:deg_only]:  71%|▋| 188/264 [04:47<01:56,  1.53s/it, loss=0.099, mat=0.395, sens=0.815, deg=0.00
Ep 006/100 [S1:deg_only]:  71%|▋| 188/264 [04:49<01:56,  1.53s/it, loss=0.029, mat=0.406, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  72%|▋| 189/264 [04:49<01:54,  1.53s/it, loss=0.029, mat=0.406, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  72%|▋| 189/264 [04:50<01:54,  1.53s/it, loss=0.022, mat=0.395, sens=1.155, deg=0.00
Ep 006/100 [S1:deg_only]:  72%|▋| 190/264 [04:50<01:52,  1.52s/it, loss=0.022, mat=0.395, sens=1.155, deg=0.00
Ep 006/100 [S1:deg_only]:  72%|▋| 190/264 [04:52<01:52,  1.52s/it, loss=0.023, mat=0.403, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  72%|▋| 191/264 [04:52<01:51,  1.52s/it, loss=0.023, mat=0.403, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  72%|▋| 191/264 [04:53<01:51,  1.52s/it, loss=0.023, mat=0.383, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  73%|▋| 192/264 [04:53<01:49,  1.52s/it, loss=0.023, mat=0.383, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  73%|▋| 192/264 [04:55<01:49,  1.52s/it, loss=0.045, mat=0.394, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  73%|▋| 193/264 [04:55<01:47,  1.52s/it, loss=0.045, mat=0.394, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  73%|▋| 193/264 [04:56<01:47,  1.52s/it, loss=0.014, mat=0.398, sens=0.793, deg=0.00
Ep 006/100 [S1:deg_only]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.014, mat=0.398, sens=0.793, deg=0.00
Ep 006/100 [S1:deg_only]:  73%|▋| 194/264 [04:58<01:46,  1.52s/it, loss=0.755, mat=0.403, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  74%|▋| 195/264 [04:58<01:44,  1.52s/it, loss=0.755, mat=0.403, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  74%|▋| 195/264 [04:59<01:44,  1.52s/it, loss=0.016, mat=0.393, sens=0.807, deg=0.00
Ep 006/100 [S1:deg_only]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.016, mat=0.393, sens=0.807, deg=0.00
Ep 006/100 [S1:deg_only]:  74%|▋| 196/264 [05:01<01:43,  1.52s/it, loss=0.014, mat=0.395, sens=0.954, deg=0.00
Ep 006/100 [S1:deg_only]:  75%|▋| 197/264 [05:01<01:41,  1.52s/it, loss=0.014, mat=0.395, sens=0.954, deg=0.00
Ep 006/100 [S1:deg_only]:  75%|▋| 197/264 [05:02<01:41,  1.52s/it, loss=0.010, mat=0.389, sens=0.809, deg=0.00
Ep 006/100 [S1:deg_only]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.010, mat=0.389, sens=0.809, deg=0.00
Ep 006/100 [S1:deg_only]:  75%|▊| 198/264 [05:04<01:40,  1.52s/it, loss=0.010, mat=0.409, sens=0.901, deg=0.00
Ep 006/100 [S1:deg_only]:  75%|▊| 199/264 [05:04<01:39,  1.52s/it, loss=0.010, mat=0.409, sens=0.901, deg=0.00
Ep 006/100 [S1:deg_only]:  75%|▊| 199/264 [05:05<01:39,  1.52s/it, loss=0.017, mat=0.386, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.017, mat=0.386, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  76%|▊| 200/264 [05:07<01:37,  1.52s/it, loss=0.015, mat=0.390, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  76%|▊| 201/264 [05:07<01:36,  1.52s/it, loss=0.015, mat=0.390, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  76%|▊| 201/264 [05:08<01:36,  1.52s/it, loss=0.019, mat=0.407, sens=0.807, deg=0.00
Ep 006/100 [S1:deg_only]:  77%|▊| 202/264 [05:08<01:35,  1.55s/it, loss=0.019, mat=0.407, sens=0.807, deg=0.00
Ep 006/100 [S1:deg_only]:  77%|▊| 202/264 [05:10<01:35,  1.55s/it, loss=0.016, mat=0.395, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  77%|▊| 203/264 [05:10<01:33,  1.54s/it, loss=0.016, mat=0.395, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  77%|▊| 203/264 [05:12<01:33,  1.54s/it, loss=0.009, mat=0.386, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  77%|▊| 204/264 [05:12<01:32,  1.53s/it, loss=0.009, mat=0.386, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  77%|▊| 204/264 [05:13<01:32,  1.53s/it, loss=0.015, mat=0.391, sens=4.258, deg=0.00
Ep 006/100 [S1:deg_only]:  78%|▊| 205/264 [05:13<01:30,  1.53s/it, loss=0.015, mat=0.391, sens=4.258, deg=0.00
Ep 006/100 [S1:deg_only]:  78%|▊| 205/264 [05:15<01:30,  1.53s/it, loss=0.007, mat=0.397, sens=2.388, deg=0.00
Ep 006/100 [S1:deg_only]:  78%|▊| 206/264 [05:15<01:28,  1.53s/it, loss=0.007, mat=0.397, sens=2.388, deg=0.00
Ep 006/100 [S1:deg_only]:  78%|▊| 206/264 [05:16<01:28,  1.53s/it, loss=0.012, mat=0.404, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  78%|▊| 207/264 [05:16<01:27,  1.53s/it, loss=0.012, mat=0.404, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  78%|▊| 207/264 [05:18<01:27,  1.53s/it, loss=0.022, mat=0.399, sens=0.869, deg=0.00
Ep 006/100 [S1:deg_only]:  79%|▊| 208/264 [05:18<01:25,  1.53s/it, loss=0.022, mat=0.399, sens=0.869, deg=0.00
Ep 006/100 [S1:deg_only]:  79%|▊| 208/264 [05:19<01:25,  1.53s/it, loss=0.008, mat=0.395, sens=1.362, deg=0.00
Ep 006/100 [S1:deg_only]:  79%|▊| 209/264 [05:19<01:23,  1.53s/it, loss=0.008, mat=0.395, sens=1.362, deg=0.00
Ep 006/100 [S1:deg_only]:  79%|▊| 209/264 [05:21<01:23,  1.53s/it, loss=0.007, mat=0.382, sens=1.136, deg=0.00
Ep 006/100 [S1:deg_only]:  80%|▊| 210/264 [05:21<01:22,  1.53s/it, loss=0.007, mat=0.382, sens=1.136, deg=0.00
Ep 006/100 [S1:deg_only]:  80%|▊| 210/264 [05:22<01:22,  1.53s/it, loss=0.017, mat=0.397, sens=1.197, deg=0.00
Ep 006/100 [S1:deg_only]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.017, mat=0.397, sens=1.197, deg=0.00
Ep 006/100 [S1:deg_only]:  80%|▊| 211/264 [05:24<01:20,  1.52s/it, loss=0.020, mat=0.402, sens=1.016, deg=0.00
Ep 006/100 [S1:deg_only]:  80%|▊| 212/264 [05:24<01:19,  1.52s/it, loss=0.020, mat=0.402, sens=1.016, deg=0.00
Ep 006/100 [S1:deg_only]:  80%|▊| 212/264 [05:25<01:19,  1.52s/it, loss=0.009, mat=0.399, sens=0.795, deg=0.00
Ep 006/100 [S1:deg_only]:  81%|▊| 213/264 [05:25<01:17,  1.53s/it, loss=0.009, mat=0.399, sens=0.795, deg=0.00
Ep 006/100 [S1:deg_only]:  81%|▊| 213/264 [05:27<01:17,  1.53s/it, loss=0.013, mat=0.391, sens=0.843, deg=0.00
Ep 006/100 [S1:deg_only]:  81%|▊| 214/264 [05:27<01:16,  1.53s/it, loss=0.013, mat=0.391, sens=0.843, deg=0.00
Ep 006/100 [S1:deg_only]:  81%|▊| 214/264 [05:28<01:16,  1.53s/it, loss=0.012, mat=0.398, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.012, mat=0.398, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  81%|▊| 215/264 [05:30<01:14,  1.52s/it, loss=0.016, mat=0.384, sens=0.806, deg=0.00
Ep 006/100 [S1:deg_only]:  82%|▊| 216/264 [05:30<01:14,  1.55s/it, loss=0.016, mat=0.384, sens=0.806, deg=0.00
Ep 006/100 [S1:deg_only]:  82%|▊| 216/264 [05:31<01:14,  1.55s/it, loss=0.021, mat=0.389, sens=0.846, deg=0.00
Ep 006/100 [S1:deg_only]:  82%|▊| 217/264 [05:31<01:12,  1.54s/it, loss=0.021, mat=0.389, sens=0.846, deg=0.00
Ep 006/100 [S1:deg_only]:  82%|▊| 217/264 [05:33<01:12,  1.54s/it, loss=0.015, mat=0.395, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  83%|▊| 218/264 [05:33<01:10,  1.53s/it, loss=0.015, mat=0.395, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  83%|▊| 218/264 [05:34<01:10,  1.53s/it, loss=0.010, mat=0.393, sens=1.470, deg=0.00
Ep 006/100 [S1:deg_only]:  83%|▊| 219/264 [05:34<01:08,  1.53s/it, loss=0.010, mat=0.393, sens=1.470, deg=0.00
Ep 006/100 [S1:deg_only]:  83%|▊| 219/264 [05:36<01:08,  1.53s/it, loss=0.006, mat=0.398, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  83%|▊| 220/264 [05:36<01:07,  1.53s/it, loss=0.006, mat=0.398, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  83%|▊| 220/264 [05:38<01:07,  1.53s/it, loss=0.006, mat=0.408, sens=0.807, deg=0.00
Ep 006/100 [S1:deg_only]:  84%|▊| 221/264 [05:38<01:05,  1.53s/it, loss=0.006, mat=0.408, sens=0.807, deg=0.00
Ep 006/100 [S1:deg_only]:  84%|▊| 221/264 [05:39<01:05,  1.53s/it, loss=0.007, mat=0.390, sens=1.352, deg=0.00
Ep 006/100 [S1:deg_only]:  84%|▊| 222/264 [05:39<01:04,  1.53s/it, loss=0.007, mat=0.390, sens=1.352, deg=0.00
Ep 006/100 [S1:deg_only]:  84%|▊| 222/264 [05:41<01:04,  1.53s/it, loss=0.182, mat=0.389, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  84%|▊| 223/264 [05:41<01:02,  1.53s/it, loss=0.182, mat=0.389, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  84%|▊| 223/264 [05:42<01:02,  1.53s/it, loss=0.031, mat=0.384, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  85%|▊| 224/264 [05:42<01:01,  1.53s/it, loss=0.031, mat=0.384, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  85%|▊| 224/264 [05:44<01:01,  1.53s/it, loss=0.011, mat=0.390, sens=1.085, deg=0.00
Ep 006/100 [S1:deg_only]:  85%|▊| 225/264 [05:44<00:59,  1.53s/it, loss=0.011, mat=0.390, sens=1.085, deg=0.00
Ep 006/100 [S1:deg_only]:  85%|▊| 225/264 [05:45<00:59,  1.53s/it, loss=0.010, mat=0.408, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  86%|▊| 226/264 [05:45<00:57,  1.52s/it, loss=0.010, mat=0.408, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  86%|▊| 226/264 [05:47<00:57,  1.52s/it, loss=0.015, mat=0.383, sens=2.545, deg=0.00
Ep 006/100 [S1:deg_only]:  86%|▊| 227/264 [05:47<00:56,  1.52s/it, loss=0.015, mat=0.383, sens=2.545, deg=0.00
Ep 006/100 [S1:deg_only]:  86%|▊| 227/264 [05:48<00:56,  1.52s/it, loss=0.004, mat=0.397, sens=1.451, deg=0.00
Ep 006/100 [S1:deg_only]:  86%|▊| 228/264 [05:48<00:55,  1.55s/it, loss=0.004, mat=0.397, sens=1.451, deg=0.00
Ep 006/100 [S1:deg_only]:  86%|▊| 228/264 [05:50<00:55,  1.55s/it, loss=0.018, mat=0.404, sens=1.028, deg=0.00
Ep 006/100 [S1:deg_only]:  87%|▊| 229/264 [05:50<00:53,  1.54s/it, loss=0.018, mat=0.404, sens=1.028, deg=0.00
Ep 006/100 [S1:deg_only]:  87%|▊| 229/264 [05:51<00:53,  1.54s/it, loss=0.005, mat=0.393, sens=2.854, deg=0.00
Ep 006/100 [S1:deg_only]:  87%|▊| 230/264 [05:51<00:52,  1.54s/it, loss=0.005, mat=0.393, sens=2.854, deg=0.00
Ep 006/100 [S1:deg_only]:  87%|▊| 230/264 [05:53<00:52,  1.54s/it, loss=0.014, mat=0.400, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  88%|▉| 231/264 [05:53<00:50,  1.53s/it, loss=0.014, mat=0.400, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  88%|▉| 231/264 [05:54<00:50,  1.53s/it, loss=0.012, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  88%|▉| 232/264 [05:54<00:49,  1.53s/it, loss=0.012, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  88%|▉| 232/264 [05:56<00:49,  1.53s/it, loss=0.006, mat=0.400, sens=2.708, deg=0.00
Ep 006/100 [S1:deg_only]:  88%|▉| 233/264 [05:56<00:47,  1.53s/it, loss=0.006, mat=0.400, sens=2.708, deg=0.00
Ep 006/100 [S1:deg_only]:  88%|▉| 233/264 [05:57<00:47,  1.53s/it, loss=0.008, mat=0.395, sens=2.133, deg=0.00
Ep 006/100 [S1:deg_only]:  89%|▉| 234/264 [05:57<00:45,  1.53s/it, loss=0.008, mat=0.395, sens=2.133, deg=0.00
Ep 006/100 [S1:deg_only]:  89%|▉| 234/264 [05:59<00:45,  1.53s/it, loss=0.041, mat=0.400, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  89%|▉| 235/264 [05:59<00:44,  1.53s/it, loss=0.041, mat=0.400, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  89%|▉| 235/264 [06:00<00:44,  1.53s/it, loss=0.009, mat=0.387, sens=1.391, deg=0.00
Ep 006/100 [S1:deg_only]:  89%|▉| 236/264 [06:00<00:42,  1.53s/it, loss=0.009, mat=0.387, sens=1.391, deg=0.00
Ep 006/100 [S1:deg_only]:  89%|▉| 236/264 [06:02<00:42,  1.53s/it, loss=0.005, mat=0.387, sens=3.770, deg=0.00
Ep 006/100 [S1:deg_only]:  90%|▉| 237/264 [06:02<00:41,  1.53s/it, loss=0.005, mat=0.387, sens=3.770, deg=0.00
Ep 006/100 [S1:deg_only]:  90%|▉| 237/264 [06:04<00:41,  1.53s/it, loss=0.005, mat=0.393, sens=4.328, deg=0.00
Ep 006/100 [S1:deg_only]:  90%|▉| 238/264 [06:04<00:39,  1.53s/it, loss=0.005, mat=0.393, sens=4.328, deg=0.00
Ep 006/100 [S1:deg_only]:  90%|▉| 238/264 [06:05<00:39,  1.53s/it, loss=0.017, mat=0.392, sens=0.795, deg=0.00
Ep 006/100 [S1:deg_only]:  91%|▉| 239/264 [06:05<00:38,  1.53s/it, loss=0.017, mat=0.392, sens=0.795, deg=0.00
Ep 006/100 [S1:deg_only]:  91%|▉| 239/264 [06:07<00:38,  1.53s/it, loss=0.003, mat=0.405, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  91%|▉| 240/264 [06:07<00:36,  1.53s/it, loss=0.003, mat=0.405, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  91%|▉| 240/264 [06:08<00:36,  1.53s/it, loss=0.012, mat=0.389, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  91%|▉| 241/264 [06:08<00:35,  1.53s/it, loss=0.012, mat=0.389, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  91%|▉| 241/264 [06:10<00:35,  1.53s/it, loss=0.011, mat=0.374, sens=3.438, deg=0.00
Ep 006/100 [S1:deg_only]:  92%|▉| 242/264 [06:10<00:33,  1.53s/it, loss=0.011, mat=0.374, sens=3.438, deg=0.00
Ep 006/100 [S1:deg_only]:  92%|▉| 242/264 [06:11<00:33,  1.53s/it, loss=0.006, mat=0.403, sens=1.054, deg=0.00
Ep 006/100 [S1:deg_only]:  92%|▉| 243/264 [06:11<00:32,  1.53s/it, loss=0.006, mat=0.403, sens=1.054, deg=0.00
Ep 006/100 [S1:deg_only]:  92%|▉| 243/264 [06:13<00:32,  1.53s/it, loss=0.010, mat=0.394, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  92%|▉| 244/264 [06:13<00:30,  1.53s/it, loss=0.010, mat=0.394, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  92%|▉| 244/264 [06:14<00:30,  1.53s/it, loss=0.009, mat=0.403, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  93%|▉| 245/264 [06:14<00:29,  1.53s/it, loss=0.009, mat=0.403, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  93%|▉| 245/264 [06:16<00:29,  1.53s/it, loss=0.137, mat=0.385, sens=0.925, deg=0.00
Ep 006/100 [S1:deg_only]:  93%|▉| 246/264 [06:16<00:27,  1.55s/it, loss=0.137, mat=0.385, sens=0.925, deg=0.00
Ep 006/100 [S1:deg_only]:  93%|▉| 246/264 [06:17<00:27,  1.55s/it, loss=0.023, mat=0.395, sens=1.287, deg=0.00
Ep 006/100 [S1:deg_only]:  94%|▉| 247/264 [06:17<00:26,  1.54s/it, loss=0.023, mat=0.395, sens=1.287, deg=0.00
Ep 006/100 [S1:deg_only]:  94%|▉| 247/264 [06:19<00:26,  1.54s/it, loss=0.018, mat=0.388, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  94%|▉| 248/264 [06:19<00:24,  1.54s/it, loss=0.018, mat=0.388, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  94%|▉| 248/264 [06:20<00:24,  1.54s/it, loss=0.006, mat=0.401, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  94%|▉| 249/264 [06:20<00:23,  1.53s/it, loss=0.006, mat=0.401, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  94%|▉| 249/264 [06:22<00:23,  1.53s/it, loss=0.017, mat=0.384, sens=1.380, deg=0.00
Ep 006/100 [S1:deg_only]:  95%|▉| 250/264 [06:22<00:21,  1.53s/it, loss=0.017, mat=0.384, sens=1.380, deg=0.00
Ep 006/100 [S1:deg_only]:  95%|▉| 250/264 [06:23<00:21,  1.53s/it, loss=0.005, mat=0.396, sens=0.792, deg=0.00
Ep 006/100 [S1:deg_only]:  95%|▉| 251/264 [06:23<00:19,  1.53s/it, loss=0.005, mat=0.396, sens=0.792, deg=0.00
Ep 006/100 [S1:deg_only]:  95%|▉| 251/264 [06:25<00:19,  1.53s/it, loss=0.017, mat=0.389, sens=1.292, deg=0.00
Ep 006/100 [S1:deg_only]:  95%|▉| 252/264 [06:25<00:18,  1.53s/it, loss=0.017, mat=0.389, sens=1.292, deg=0.00
Ep 006/100 [S1:deg_only]:  95%|▉| 252/264 [06:27<00:18,  1.53s/it, loss=0.003, mat=0.398, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  96%|▉| 253/264 [06:27<00:16,  1.53s/it, loss=0.003, mat=0.398, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  96%|▉| 253/264 [06:28<00:16,  1.53s/it, loss=0.247, mat=0.392, sens=0.801, deg=0.00
Ep 006/100 [S1:deg_only]:  96%|▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.247, mat=0.392, sens=0.801, deg=0.00
Ep 006/100 [S1:deg_only]:  96%|▉| 254/264 [06:30<00:15,  1.53s/it, loss=0.004, mat=0.388, sens=0.881, deg=0.00
Ep 006/100 [S1:deg_only]:  97%|▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.004, mat=0.388, sens=0.881, deg=0.00
Ep 006/100 [S1:deg_only]:  97%|▉| 255/264 [06:31<00:13,  1.53s/it, loss=0.007, mat=0.392, sens=4.137, deg=0.00
Ep 006/100 [S1:deg_only]:  97%|▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.007, mat=0.392, sens=4.137, deg=0.00
Ep 006/100 [S1:deg_only]:  97%|▉| 256/264 [06:33<00:12,  1.52s/it, loss=0.003, mat=0.400, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  97%|▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.003, mat=0.400, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  97%|▉| 257/264 [06:34<00:10,  1.52s/it, loss=0.034, mat=0.396, sens=0.895, deg=0.00
Ep 006/100 [S1:deg_only]:  98%|▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.034, mat=0.396, sens=0.895, deg=0.00
Ep 006/100 [S1:deg_only]:  98%|▉| 258/264 [06:36<00:09,  1.52s/it, loss=0.024, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  98%|▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.024, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  98%|▉| 259/264 [06:37<00:07,  1.52s/it, loss=0.006, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  98%|▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.006, mat=0.399, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]:  98%|▉| 260/264 [06:39<00:06,  1.52s/it, loss=0.016, mat=0.393, sens=0.860, deg=0.00
Ep 006/100 [S1:deg_only]:  99%|▉| 261/264 [06:39<00:04,  1.54s/it, loss=0.016, mat=0.393, sens=0.860, deg=0.00
Ep 006/100 [S1:deg_only]:  99%|▉| 261/264 [06:40<00:04,  1.54s/it, loss=0.005, mat=0.390, sens=4.204, deg=0.00
Ep 006/100 [S1:deg_only]:  99%|▉| 262/264 [06:40<00:03,  1.54s/it, loss=0.005, mat=0.390, sens=4.204, deg=0.00
Ep 006/100 [S1:deg_only]:  99%|▉| 262/264 [06:42<00:03,  1.54s/it, loss=0.007, mat=0.384, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]: 100%|▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.007, mat=0.384, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]: 100%|▉| 263/264 [06:43<00:01,  1.53s/it, loss=0.004, mat=0.392, sens=0.000, deg=0.00
Ep 006/100 [S1:deg_only]: 100%|█| 264/264 [06:43<00:00,  1.53s/it, loss=0.004, mat=0.392, sens=0.000, deg=0.00
                                                                                                              
Epoch 006/100 [S1:deg_only]  loss=0.0346  mat=0.3914  sens=0.7866  deg=0.0005  orth=0.0341  α=0.0 β=0.0 γ=1.0  404s

Ep 007/100 [S1:deg_only]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 007/100 [S1:deg_only]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.007, mat=0.396, sens=0.843, deg=0.000]
Ep 007/100 [S1:deg_only]:   0%| | 1/264 [00:02<08:56,  2.04s/it, loss=0.007, mat=0.396, sens=0.843, deg=0.000]
Ep 007/100 [S1:deg_only]:   0%| | 1/264 [00:03<08:56,  2.04s/it, loss=0.006, mat=0.394, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   1%| | 2/264 [00:03<07:34,  1.73s/it, loss=0.006, mat=0.394, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   1%| | 2/264 [00:05<07:34,  1.73s/it, loss=0.004, mat=0.391, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   1%| | 3/264 [00:05<07:08,  1.64s/it, loss=0.004, mat=0.391, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   1%| | 3/264 [00:06<07:08,  1.64s/it, loss=0.016, mat=0.389, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   2%| | 4/264 [00:06<06:54,  1.59s/it, loss=0.016, mat=0.389, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   2%| | 4/264 [00:08<06:54,  1.59s/it, loss=0.007, mat=0.391, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   2%| | 5/264 [00:08<06:45,  1.57s/it, loss=0.007, mat=0.391, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   2%| | 5/264 [00:09<06:45,  1.57s/it, loss=0.012, mat=0.390, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   2%| | 6/264 [00:09<06:40,  1.55s/it, loss=0.012, mat=0.390, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   2%| | 6/264 [00:11<06:40,  1.55s/it, loss=0.025, mat=0.409, sens=1.111, deg=0.000]
Ep 007/100 [S1:deg_only]:   3%| | 7/264 [00:11<06:36,  1.54s/it, loss=0.025, mat=0.409, sens=1.111, deg=0.000]
Ep 007/100 [S1:deg_only]:   3%| | 7/264 [00:12<06:36,  1.54s/it, loss=0.023, mat=0.390, sens=1.325, deg=0.000]
Ep 007/100 [S1:deg_only]:   3%| | 8/264 [00:12<06:33,  1.54s/it, loss=0.023, mat=0.390, sens=1.325, deg=0.000]
Ep 007/100 [S1:deg_only]:   3%| | 8/264 [00:14<06:33,  1.54s/it, loss=0.014, mat=0.390, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   3%| | 9/264 [00:14<06:30,  1.53s/it, loss=0.014, mat=0.390, sens=0.000, deg=0.000]
Ep 007/100 [S1:deg_only]:   3%| | 9/264 [00:15<06:30,  1.53s/it, loss=0.008, mat=0.391, sens=2.179, deg=0.000]
Ep 007/100 [S1:deg_only]:   4%| | 10/264 [00:15<06:27,  1.53s/it, loss=0.008, mat=0.391, sens=2.179, deg=0.000
Ep 007/100 [S1:deg_only]:   4%| | 10/264 [00:17<06:27,  1.53s/it, loss=0.008, mat=0.391, sens=2.468, deg=0.000
Ep 007/100 [S1:deg_only]:   4%| | 11/264 [00:17<06:33,  1.56s/it, loss=0.008, mat=0.391, sens=2.468, deg=0.000
Ep 007/100 [S1:deg_only]:   4%| | 11/264 [00:18<06:33,  1.56s/it, loss=0.003, mat=0.384, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   5%| | 12/264 [00:18<06:29,  1.54s/it, loss=0.003, mat=0.384, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   5%| | 12/264 [00:20<06:29,  1.54s/it, loss=0.005, mat=0.401, sens=0.797, deg=0.000
Ep 007/100 [S1:deg_only]:   5%| | 13/264 [00:20<06:25,  1.54s/it, loss=0.005, mat=0.401, sens=0.797, deg=0.000
Ep 007/100 [S1:deg_only]:   5%| | 13/264 [00:21<06:25,  1.54s/it, loss=0.008, mat=0.382, sens=0.812, deg=0.000
Ep 007/100 [S1:deg_only]:   5%| | 14/264 [00:21<06:22,  1.53s/it, loss=0.008, mat=0.382, sens=0.812, deg=0.000
Ep 007/100 [S1:deg_only]:   5%| | 14/264 [00:23<06:22,  1.53s/it, loss=0.008, mat=0.398, sens=1.150, deg=0.000
Ep 007/100 [S1:deg_only]:   6%| | 15/264 [00:23<06:20,  1.53s/it, loss=0.008, mat=0.398, sens=1.150, deg=0.000
Ep 007/100 [S1:deg_only]:   6%| | 15/264 [00:24<06:20,  1.53s/it, loss=0.020, mat=0.416, sens=4.325, deg=0.000
Ep 007/100 [S1:deg_only]:   6%| | 16/264 [00:24<06:19,  1.53s/it, loss=0.020, mat=0.416, sens=4.325, deg=0.000
Ep 007/100 [S1:deg_only]:   6%| | 16/264 [00:26<06:19,  1.53s/it, loss=0.005, mat=0.396, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   6%| | 17/264 [00:26<06:16,  1.53s/it, loss=0.005, mat=0.396, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   6%| | 17/264 [00:28<06:16,  1.53s/it, loss=0.004, mat=0.397, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   7%| | 18/264 [00:28<06:14,  1.52s/it, loss=0.004, mat=0.397, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   7%| | 18/264 [00:29<06:14,  1.52s/it, loss=0.007, mat=0.390, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   7%| | 19/264 [00:29<06:12,  1.52s/it, loss=0.007, mat=0.390, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   7%| | 19/264 [00:31<06:12,  1.52s/it, loss=0.007, mat=0.388, sens=1.192, deg=0.000
Ep 007/100 [S1:deg_only]:   8%| | 20/264 [00:31<06:11,  1.52s/it, loss=0.007, mat=0.388, sens=1.192, deg=0.000
Ep 007/100 [S1:deg_only]:   8%| | 20/264 [00:32<06:11,  1.52s/it, loss=0.004, mat=0.410, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   8%| | 21/264 [00:32<06:10,  1.52s/it, loss=0.004, mat=0.410, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   8%| | 21/264 [00:34<06:10,  1.52s/it, loss=0.003, mat=0.392, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   8%| | 22/264 [00:34<06:13,  1.55s/it, loss=0.003, mat=0.392, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   8%| | 22/264 [00:35<06:13,  1.55s/it, loss=0.007, mat=0.386, sens=1.046, deg=0.000
Ep 007/100 [S1:deg_only]:   9%| | 23/264 [00:35<06:10,  1.54s/it, loss=0.007, mat=0.386, sens=1.046, deg=0.000
Ep 007/100 [S1:deg_only]:   9%| | 23/264 [00:37<06:10,  1.54s/it, loss=0.013, mat=0.380, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   9%| | 24/264 [00:37<06:07,  1.53s/it, loss=0.013, mat=0.380, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:   9%| | 24/264 [00:38<06:07,  1.53s/it, loss=0.020, mat=0.381, sens=0.810, deg=0.000
Ep 007/100 [S1:deg_only]:   9%| | 25/264 [00:38<06:05,  1.53s/it, loss=0.020, mat=0.381, sens=0.810, deg=0.000
Ep 007/100 [S1:deg_only]:   9%| | 25/264 [00:40<06:05,  1.53s/it, loss=0.006, mat=0.409, sens=0.791, deg=0.000
Ep 007/100 [S1:deg_only]:  10%| | 26/264 [00:40<06:03,  1.53s/it, loss=0.006, mat=0.409, sens=0.791, deg=0.000
Ep 007/100 [S1:deg_only]:  10%| | 26/264 [00:41<06:03,  1.53s/it, loss=0.007, mat=0.386, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  10%| | 27/264 [00:41<06:01,  1.53s/it, loss=0.007, mat=0.386, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  10%| | 27/264 [00:43<06:01,  1.53s/it, loss=0.003, mat=0.398, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  11%| | 28/264 [00:43<05:59,  1.52s/it, loss=0.003, mat=0.398, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  11%| | 28/264 [00:44<05:59,  1.52s/it, loss=0.010, mat=0.390, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  11%| | 29/264 [00:44<05:57,  1.52s/it, loss=0.010, mat=0.390, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  11%| | 29/264 [00:46<05:57,  1.52s/it, loss=0.010, mat=0.408, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  11%| | 30/264 [00:46<05:56,  1.52s/it, loss=0.010, mat=0.408, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  11%| | 30/264 [00:47<05:56,  1.52s/it, loss=0.004, mat=0.398, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  12%| | 31/264 [00:47<05:55,  1.52s/it, loss=0.004, mat=0.398, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  12%| | 31/264 [00:49<05:55,  1.52s/it, loss=0.015, mat=0.386, sens=0.798, deg=0.000
Ep 007/100 [S1:deg_only]:  12%| | 32/264 [00:49<05:53,  1.52s/it, loss=0.015, mat=0.386, sens=0.798, deg=0.000
Ep 007/100 [S1:deg_only]:  12%| | 32/264 [00:50<05:53,  1.52s/it, loss=0.013, mat=0.393, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  12%|▏| 33/264 [00:50<05:52,  1.52s/it, loss=0.013, mat=0.393, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  12%|▏| 33/264 [00:52<05:52,  1.52s/it, loss=0.004, mat=0.386, sens=2.235, deg=0.000
Ep 007/100 [S1:deg_only]:  13%|▏| 34/264 [00:52<05:50,  1.53s/it, loss=0.004, mat=0.386, sens=2.235, deg=0.000
Ep 007/100 [S1:deg_only]:  13%|▏| 34/264 [00:53<05:50,  1.53s/it, loss=0.002, mat=0.397, sens=0.795, deg=0.000
Ep 007/100 [S1:deg_only]:  13%|▏| 35/264 [00:53<05:49,  1.53s/it, loss=0.002, mat=0.397, sens=0.795, deg=0.000
Ep 007/100 [S1:deg_only]:  13%|▏| 35/264 [00:55<05:49,  1.53s/it, loss=0.007, mat=0.399, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  14%|▏| 36/264 [00:55<05:47,  1.52s/it, loss=0.007, mat=0.399, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  14%|▏| 36/264 [00:57<05:47,  1.52s/it, loss=0.081, mat=0.390, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  14%|▏| 37/264 [00:57<05:45,  1.52s/it, loss=0.081, mat=0.390, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  14%|▏| 37/264 [00:58<05:45,  1.52s/it, loss=0.015, mat=0.403, sens=0.800, deg=0.000
Ep 007/100 [S1:deg_only]:  14%|▏| 38/264 [00:58<05:43,  1.52s/it, loss=0.015, mat=0.403, sens=0.800, deg=0.000
Ep 007/100 [S1:deg_only]:  14%|▏| 38/264 [01:00<05:43,  1.52s/it, loss=0.008, mat=0.407, sens=0.791, deg=0.000
Ep 007/100 [S1:deg_only]:  15%|▏| 39/264 [01:00<05:41,  1.52s/it, loss=0.008, mat=0.407, sens=0.791, deg=0.000
Ep 007/100 [S1:deg_only]:  15%|▏| 39/264 [01:01<05:41,  1.52s/it, loss=0.003, mat=0.396, sens=1.003, deg=0.000
Ep 007/100 [S1:deg_only]:  15%|▏| 40/264 [01:01<05:45,  1.54s/it, loss=0.003, mat=0.396, sens=1.003, deg=0.000
Ep 007/100 [S1:deg_only]:  15%|▏| 40/264 [01:03<05:45,  1.54s/it, loss=0.005, mat=0.407, sens=0.796, deg=0.000
Ep 007/100 [S1:deg_only]:  16%|▏| 41/264 [01:03<05:42,  1.54s/it, loss=0.005, mat=0.407, sens=0.796, deg=0.000
Ep 007/100 [S1:deg_only]:  16%|▏| 41/264 [01:04<05:42,  1.54s/it, loss=0.003, mat=0.388, sens=3.547, deg=0.000
Ep 007/100 [S1:deg_only]:  16%|▏| 42/264 [01:04<05:40,  1.53s/it, loss=0.003, mat=0.388, sens=3.547, deg=0.000
Ep 007/100 [S1:deg_only]:  16%|▏| 42/264 [01:06<05:40,  1.53s/it, loss=0.005, mat=0.391, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  16%|▏| 43/264 [01:06<05:37,  1.53s/it, loss=0.005, mat=0.391, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  16%|▏| 43/264 [01:07<05:37,  1.53s/it, loss=0.016, mat=0.382, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  17%|▏| 44/264 [01:07<05:35,  1.53s/it, loss=0.016, mat=0.382, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  17%|▏| 44/264 [01:09<05:35,  1.53s/it, loss=0.010, mat=0.386, sens=2.141, deg=0.000
Ep 007/100 [S1:deg_only]:  17%|▏| 45/264 [01:09<05:34,  1.53s/it, loss=0.010, mat=0.386, sens=2.141, deg=0.000
Ep 007/100 [S1:deg_only]:  17%|▏| 45/264 [01:10<05:34,  1.53s/it, loss=0.014, mat=0.396, sens=0.885, deg=0.000
Ep 007/100 [S1:deg_only]:  17%|▏| 46/264 [01:10<05:32,  1.53s/it, loss=0.014, mat=0.396, sens=0.885, deg=0.000
Ep 007/100 [S1:deg_only]:  17%|▏| 46/264 [01:12<05:32,  1.53s/it, loss=0.007, mat=0.389, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  18%|▏| 47/264 [01:12<05:30,  1.52s/it, loss=0.007, mat=0.389, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  18%|▏| 47/264 [01:13<05:30,  1.52s/it, loss=0.017, mat=0.394, sens=1.631, deg=0.000
Ep 007/100 [S1:deg_only]:  18%|▏| 48/264 [01:13<05:29,  1.52s/it, loss=0.017, mat=0.394, sens=1.631, deg=0.000
Ep 007/100 [S1:deg_only]:  18%|▏| 48/264 [01:15<05:29,  1.52s/it, loss=0.006, mat=0.399, sens=1.065, deg=0.000
Ep 007/100 [S1:deg_only]:  19%|▏| 49/264 [01:15<05:27,  1.52s/it, loss=0.006, mat=0.399, sens=1.065, deg=0.000
Ep 007/100 [S1:deg_only]:  19%|▏| 49/264 [01:16<05:27,  1.52s/it, loss=0.337, mat=0.393, sens=0.886, deg=0.000
Ep 007/100 [S1:deg_only]:  19%|▏| 50/264 [01:16<05:26,  1.52s/it, loss=0.337, mat=0.393, sens=0.886, deg=0.000
Ep 007/100 [S1:deg_only]:  19%|▏| 50/264 [01:18<05:26,  1.52s/it, loss=0.008, mat=0.393, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  19%|▏| 51/264 [01:18<05:24,  1.52s/it, loss=0.008, mat=0.393, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  19%|▏| 51/264 [01:19<05:24,  1.52s/it, loss=0.013, mat=0.387, sens=4.192, deg=0.000
Ep 007/100 [S1:deg_only]:  20%|▏| 52/264 [01:19<05:22,  1.52s/it, loss=0.013, mat=0.387, sens=4.192, deg=0.000
Ep 007/100 [S1:deg_only]:  20%|▏| 52/264 [01:21<05:22,  1.52s/it, loss=0.008, mat=0.405, sens=0.835, deg=0.000
Ep 007/100 [S1:deg_only]:  20%|▏| 53/264 [01:21<05:20,  1.52s/it, loss=0.008, mat=0.405, sens=0.835, deg=0.000
Ep 007/100 [S1:deg_only]:  20%|▏| 53/264 [01:22<05:20,  1.52s/it, loss=0.021, mat=0.374, sens=1.998, deg=0.000
Ep 007/100 [S1:deg_only]:  20%|▏| 54/264 [01:22<05:19,  1.52s/it, loss=0.021, mat=0.374, sens=1.998, deg=0.000
Ep 007/100 [S1:deg_only]:  20%|▏| 54/264 [01:24<05:19,  1.52s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  21%|▏| 55/264 [01:24<05:22,  1.54s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  21%|▏| 55/264 [01:26<05:22,  1.54s/it, loss=0.010, mat=0.393, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  21%|▏| 56/264 [01:26<05:19,  1.54s/it, loss=0.010, mat=0.393, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  21%|▏| 56/264 [01:27<05:19,  1.54s/it, loss=0.005, mat=0.387, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  22%|▏| 57/264 [01:27<05:17,  1.53s/it, loss=0.005, mat=0.387, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  22%|▏| 57/264 [01:29<05:17,  1.53s/it, loss=0.003, mat=0.394, sens=2.049, deg=0.000
Ep 007/100 [S1:deg_only]:  22%|▏| 58/264 [01:29<05:15,  1.53s/it, loss=0.003, mat=0.394, sens=2.049, deg=0.000
Ep 007/100 [S1:deg_only]:  22%|▏| 58/264 [01:30<05:15,  1.53s/it, loss=0.014, mat=0.381, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  22%|▏| 59/264 [01:30<05:12,  1.53s/it, loss=0.014, mat=0.381, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  22%|▏| 59/264 [01:32<05:12,  1.53s/it, loss=0.008, mat=0.382, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  23%|▏| 60/264 [01:32<05:11,  1.53s/it, loss=0.008, mat=0.382, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  23%|▏| 60/264 [01:33<05:11,  1.53s/it, loss=0.004, mat=0.383, sens=0.793, deg=0.000
Ep 007/100 [S1:deg_only]:  23%|▏| 61/264 [01:33<05:10,  1.53s/it, loss=0.004, mat=0.383, sens=0.793, deg=0.000
Ep 007/100 [S1:deg_only]:  23%|▏| 61/264 [01:35<05:10,  1.53s/it, loss=0.024, mat=0.400, sens=0.788, deg=0.000
Ep 007/100 [S1:deg_only]:  23%|▏| 62/264 [01:35<05:08,  1.53s/it, loss=0.024, mat=0.400, sens=0.788, deg=0.000
Ep 007/100 [S1:deg_only]:  23%|▏| 62/264 [01:36<05:08,  1.53s/it, loss=0.003, mat=0.400, sens=0.926, deg=0.000
Ep 007/100 [S1:deg_only]:  24%|▏| 63/264 [01:36<05:06,  1.53s/it, loss=0.003, mat=0.400, sens=0.926, deg=0.000
Ep 007/100 [S1:deg_only]:  24%|▏| 63/264 [01:38<05:06,  1.53s/it, loss=0.018, mat=0.395, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  24%|▏| 64/264 [01:38<05:04,  1.52s/it, loss=0.018, mat=0.395, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.018, mat=0.394, sens=0.813, deg=0.000
Ep 007/100 [S1:deg_only]:  25%|▏| 65/264 [01:39<05:03,  1.52s/it, loss=0.018, mat=0.394, sens=0.813, deg=0.000
Ep 007/100 [S1:deg_only]:  25%|▏| 65/264 [01:41<05:03,  1.52s/it, loss=0.006, mat=0.401, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  25%|▎| 66/264 [01:41<05:01,  1.52s/it, loss=0.006, mat=0.401, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  25%|▎| 66/264 [01:42<05:01,  1.52s/it, loss=0.012, mat=0.386, sens=0.868, deg=0.000
Ep 007/100 [S1:deg_only]:  25%|▎| 67/264 [01:42<05:04,  1.55s/it, loss=0.012, mat=0.386, sens=0.868, deg=0.000
Ep 007/100 [S1:deg_only]:  25%|▎| 67/264 [01:44<05:04,  1.55s/it, loss=0.006, mat=0.398, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  26%|▎| 68/264 [01:44<05:01,  1.54s/it, loss=0.006, mat=0.398, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  26%|▎| 68/264 [01:45<05:01,  1.54s/it, loss=0.004, mat=0.395, sens=1.021, deg=0.000
Ep 007/100 [S1:deg_only]:  26%|▎| 69/264 [01:45<04:59,  1.53s/it, loss=0.004, mat=0.395, sens=1.021, deg=0.000
Ep 007/100 [S1:deg_only]:  26%|▎| 69/264 [01:47<04:59,  1.53s/it, loss=0.014, mat=0.387, sens=1.063, deg=0.001
Ep 007/100 [S1:deg_only]:  27%|▎| 70/264 [01:47<04:57,  1.53s/it, loss=0.014, mat=0.387, sens=1.063, deg=0.001
Ep 007/100 [S1:deg_only]:  27%|▎| 70/264 [01:48<04:57,  1.53s/it, loss=0.007, mat=0.399, sens=0.791, deg=0.000
Ep 007/100 [S1:deg_only]:  27%|▎| 71/264 [01:48<04:55,  1.53s/it, loss=0.007, mat=0.399, sens=0.791, deg=0.000
Ep 007/100 [S1:deg_only]:  27%|▎| 71/264 [01:50<04:55,  1.53s/it, loss=0.018, mat=0.384, sens=1.399, deg=0.000
Ep 007/100 [S1:deg_only]:  27%|▎| 72/264 [01:50<04:53,  1.53s/it, loss=0.018, mat=0.384, sens=1.399, deg=0.000
Ep 007/100 [S1:deg_only]:  27%|▎| 72/264 [01:52<04:53,  1.53s/it, loss=0.007, mat=0.398, sens=0.977, deg=0.000
Ep 007/100 [S1:deg_only]:  28%|▎| 73/264 [01:52<04:51,  1.53s/it, loss=0.007, mat=0.398, sens=0.977, deg=0.000
Ep 007/100 [S1:deg_only]:  28%|▎| 73/264 [01:53<04:51,  1.53s/it, loss=0.019, mat=0.376, sens=2.340, deg=0.000
Ep 007/100 [S1:deg_only]:  28%|▎| 74/264 [01:53<04:49,  1.53s/it, loss=0.019, mat=0.376, sens=2.340, deg=0.000
Ep 007/100 [S1:deg_only]:  28%|▎| 74/264 [01:55<04:49,  1.53s/it, loss=0.010, mat=0.402, sens=0.891, deg=0.000
Ep 007/100 [S1:deg_only]:  28%|▎| 75/264 [01:55<04:47,  1.52s/it, loss=0.010, mat=0.402, sens=0.891, deg=0.000
Ep 007/100 [S1:deg_only]:  28%|▎| 75/264 [01:56<04:47,  1.52s/it, loss=0.010, mat=0.388, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  29%|▎| 76/264 [01:56<04:46,  1.52s/it, loss=0.010, mat=0.388, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  29%|▎| 76/264 [01:58<04:46,  1.52s/it, loss=0.017, mat=0.392, sens=1.012, deg=0.000
Ep 007/100 [S1:deg_only]:  29%|▎| 77/264 [01:58<04:44,  1.52s/it, loss=0.017, mat=0.392, sens=1.012, deg=0.000
Ep 007/100 [S1:deg_only]:  29%|▎| 77/264 [01:59<04:44,  1.52s/it, loss=0.007, mat=0.395, sens=4.982, deg=0.000
Ep 007/100 [S1:deg_only]:  30%|▎| 78/264 [01:59<04:43,  1.52s/it, loss=0.007, mat=0.395, sens=4.982, deg=0.000
Ep 007/100 [S1:deg_only]:  30%|▎| 78/264 [02:01<04:43,  1.52s/it, loss=0.004, mat=0.383, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  30%|▎| 79/264 [02:01<04:41,  1.52s/it, loss=0.004, mat=0.383, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  30%|▎| 79/264 [02:02<04:41,  1.52s/it, loss=0.032, mat=0.399, sens=0.790, deg=0.000
Ep 007/100 [S1:deg_only]:  30%|▎| 80/264 [02:02<04:40,  1.52s/it, loss=0.032, mat=0.399, sens=0.790, deg=0.000
Ep 007/100 [S1:deg_only]:  30%|▎| 80/264 [02:04<04:40,  1.52s/it, loss=0.050, mat=0.401, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  31%|▎| 81/264 [02:04<04:38,  1.52s/it, loss=0.050, mat=0.401, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  31%|▎| 81/264 [02:05<04:38,  1.52s/it, loss=0.007, mat=0.394, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  31%|▎| 82/264 [02:05<04:36,  1.52s/it, loss=0.007, mat=0.394, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  31%|▎| 82/264 [02:07<04:36,  1.52s/it, loss=0.011, mat=0.384, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  31%|▎| 83/264 [02:07<04:35,  1.52s/it, loss=0.011, mat=0.384, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  31%|▎| 83/264 [02:08<04:35,  1.52s/it, loss=0.004, mat=0.402, sens=1.597, deg=0.000
Ep 007/100 [S1:deg_only]:  32%|▎| 84/264 [02:08<04:33,  1.52s/it, loss=0.004, mat=0.402, sens=1.597, deg=0.000
Ep 007/100 [S1:deg_only]:  32%|▎| 84/264 [02:10<04:33,  1.52s/it, loss=0.009, mat=0.406, sens=0.792, deg=0.000
Ep 007/100 [S1:deg_only]:  32%|▎| 85/264 [02:10<04:36,  1.54s/it, loss=0.009, mat=0.406, sens=0.792, deg=0.000
Ep 007/100 [S1:deg_only]:  32%|▎| 85/264 [02:11<04:36,  1.54s/it, loss=0.003, mat=0.388, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  33%|▎| 86/264 [02:11<04:33,  1.54s/it, loss=0.003, mat=0.388, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  33%|▎| 86/264 [02:13<04:33,  1.54s/it, loss=0.012, mat=0.398, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  33%|▎| 87/264 [02:13<04:31,  1.53s/it, loss=0.012, mat=0.398, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  33%|▎| 87/264 [02:14<04:31,  1.53s/it, loss=0.008, mat=0.392, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  33%|▎| 88/264 [02:14<04:29,  1.53s/it, loss=0.008, mat=0.392, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  33%|▎| 88/264 [02:16<04:29,  1.53s/it, loss=0.004, mat=0.398, sens=0.857, deg=0.000
Ep 007/100 [S1:deg_only]:  34%|▎| 89/264 [02:16<04:27,  1.53s/it, loss=0.004, mat=0.398, sens=0.857, deg=0.000
Ep 007/100 [S1:deg_only]:  34%|▎| 89/264 [02:17<04:27,  1.53s/it, loss=0.005, mat=0.380, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  34%|▎| 90/264 [02:17<04:25,  1.52s/it, loss=0.005, mat=0.380, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  34%|▎| 90/264 [02:19<04:25,  1.52s/it, loss=0.007, mat=0.390, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.007, mat=0.390, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  34%|▎| 91/264 [02:21<04:23,  1.52s/it, loss=0.010, mat=0.402, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.010, mat=0.402, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  35%|▎| 92/264 [02:22<04:21,  1.52s/it, loss=0.007, mat=0.389, sens=1.413, deg=0.000
Ep 007/100 [S1:deg_only]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.007, mat=0.389, sens=1.413, deg=0.000
Ep 007/100 [S1:deg_only]:  35%|▎| 93/264 [02:24<04:19,  1.52s/it, loss=0.012, mat=0.381, sens=1.228, deg=0.000
Ep 007/100 [S1:deg_only]:  36%|▎| 94/264 [02:24<04:18,  1.52s/it, loss=0.012, mat=0.381, sens=1.228, deg=0.000
Ep 007/100 [S1:deg_only]:  36%|▎| 94/264 [02:25<04:18,  1.52s/it, loss=0.019, mat=0.386, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  36%|▎| 95/264 [02:25<04:16,  1.52s/it, loss=0.019, mat=0.386, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  36%|▎| 95/264 [02:27<04:16,  1.52s/it, loss=0.005, mat=0.382, sens=1.650, deg=0.000
Ep 007/100 [S1:deg_only]:  36%|▎| 96/264 [02:27<04:15,  1.52s/it, loss=0.005, mat=0.382, sens=1.650, deg=0.000
Ep 007/100 [S1:deg_only]:  36%|▎| 96/264 [02:28<04:15,  1.52s/it, loss=0.003, mat=0.400, sens=0.791, deg=0.000
Ep 007/100 [S1:deg_only]:  37%|▎| 97/264 [02:28<04:14,  1.52s/it, loss=0.003, mat=0.400, sens=0.791, deg=0.000
Ep 007/100 [S1:deg_only]:  37%|▎| 97/264 [02:30<04:14,  1.52s/it, loss=0.010, mat=0.380, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  37%|▎| 98/264 [02:30<04:12,  1.52s/it, loss=0.010, mat=0.380, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  37%|▎| 98/264 [02:31<04:12,  1.52s/it, loss=0.007, mat=0.371, sens=1.278, deg=0.000
Ep 007/100 [S1:deg_only]:  38%|▍| 99/264 [02:31<04:15,  1.55s/it, loss=0.007, mat=0.371, sens=1.278, deg=0.000
Ep 007/100 [S1:deg_only]:  38%|▍| 99/264 [02:33<04:15,  1.55s/it, loss=0.009, mat=0.400, sens=0.000, deg=0.000
Ep 007/100 [S1:deg_only]:  38%|▍| 100/264 [02:33<04:12,  1.54s/it, loss=0.009, mat=0.400, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  38%|▍| 100/264 [02:34<04:12,  1.54s/it, loss=0.008, mat=0.399, sens=2.910, deg=0.00
Ep 007/100 [S1:deg_only]:  38%|▍| 101/264 [02:34<04:10,  1.53s/it, loss=0.008, mat=0.399, sens=2.910, deg=0.00
Ep 007/100 [S1:deg_only]:  38%|▍| 101/264 [02:36<04:10,  1.53s/it, loss=0.005, mat=0.389, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  39%|▍| 102/264 [02:36<04:07,  1.53s/it, loss=0.005, mat=0.389, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  39%|▍| 102/264 [02:37<04:07,  1.53s/it, loss=0.015, mat=0.384, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  39%|▍| 103/264 [02:37<04:05,  1.53s/it, loss=0.015, mat=0.384, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  39%|▍| 103/264 [02:39<04:05,  1.53s/it, loss=0.004, mat=0.399, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  39%|▍| 104/264 [02:39<04:04,  1.53s/it, loss=0.004, mat=0.399, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  39%|▍| 104/264 [02:40<04:04,  1.53s/it, loss=0.002, mat=0.386, sens=0.831, deg=0.00
Ep 007/100 [S1:deg_only]:  40%|▍| 105/264 [02:40<04:02,  1.53s/it, loss=0.002, mat=0.386, sens=0.831, deg=0.00
Ep 007/100 [S1:deg_only]:  40%|▍| 105/264 [02:42<04:02,  1.53s/it, loss=0.006, mat=0.390, sens=2.477, deg=0.00
Ep 007/100 [S1:deg_only]:  40%|▍| 106/264 [02:42<04:01,  1.53s/it, loss=0.006, mat=0.390, sens=2.477, deg=0.00
Ep 007/100 [S1:deg_only]:  40%|▍| 106/264 [02:43<04:01,  1.53s/it, loss=0.009, mat=0.402, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  41%|▍| 107/264 [02:43<03:59,  1.52s/it, loss=0.009, mat=0.402, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  41%|▍| 107/264 [02:45<03:59,  1.52s/it, loss=0.007, mat=0.408, sens=1.373, deg=0.00
Ep 007/100 [S1:deg_only]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.007, mat=0.408, sens=1.373, deg=0.00
Ep 007/100 [S1:deg_only]:  41%|▍| 108/264 [02:46<03:57,  1.52s/it, loss=0.007, mat=0.388, sens=0.956, deg=0.00
Ep 007/100 [S1:deg_only]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.007, mat=0.388, sens=0.956, deg=0.00
Ep 007/100 [S1:deg_only]:  41%|▍| 109/264 [02:48<03:55,  1.52s/it, loss=0.010, mat=0.390, sens=1.341, deg=0.00
Ep 007/100 [S1:deg_only]:  42%|▍| 110/264 [02:48<03:54,  1.52s/it, loss=0.010, mat=0.390, sens=1.341, deg=0.00
Ep 007/100 [S1:deg_only]:  42%|▍| 110/264 [02:50<03:54,  1.52s/it, loss=0.015, mat=0.371, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  42%|▍| 111/264 [02:50<03:56,  1.55s/it, loss=0.015, mat=0.371, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  42%|▍| 111/264 [02:51<03:56,  1.55s/it, loss=0.004, mat=0.391, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  42%|▍| 112/264 [02:51<03:53,  1.54s/it, loss=0.004, mat=0.391, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  42%|▍| 112/264 [02:53<03:53,  1.54s/it, loss=0.005, mat=0.385, sens=0.888, deg=0.00
Ep 007/100 [S1:deg_only]:  43%|▍| 113/264 [02:53<03:51,  1.53s/it, loss=0.005, mat=0.385, sens=0.888, deg=0.00
Ep 007/100 [S1:deg_only]:  43%|▍| 113/264 [02:54<03:51,  1.53s/it, loss=0.014, mat=0.386, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  43%|▍| 114/264 [02:54<03:49,  1.53s/it, loss=0.014, mat=0.386, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  43%|▍| 114/264 [02:56<03:49,  1.53s/it, loss=0.011, mat=0.380, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  44%|▍| 115/264 [02:56<03:47,  1.53s/it, loss=0.011, mat=0.380, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  44%|▍| 115/264 [02:57<03:47,  1.53s/it, loss=0.020, mat=0.397, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  44%|▍| 116/264 [02:57<03:45,  1.52s/it, loss=0.020, mat=0.397, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  44%|▍| 116/264 [02:59<03:45,  1.52s/it, loss=0.008, mat=0.389, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  44%|▍| 117/264 [02:59<03:44,  1.52s/it, loss=0.008, mat=0.389, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  44%|▍| 117/264 [03:00<03:44,  1.52s/it, loss=0.004, mat=0.401, sens=0.827, deg=0.00
Ep 007/100 [S1:deg_only]:  45%|▍| 118/264 [03:00<03:42,  1.52s/it, loss=0.004, mat=0.401, sens=0.827, deg=0.00
Ep 007/100 [S1:deg_only]:  45%|▍| 118/264 [03:02<03:42,  1.52s/it, loss=0.013, mat=0.412, sens=1.003, deg=0.00
Ep 007/100 [S1:deg_only]:  45%|▍| 119/264 [03:02<03:40,  1.52s/it, loss=0.013, mat=0.412, sens=1.003, deg=0.00
Ep 007/100 [S1:deg_only]:  45%|▍| 119/264 [03:03<03:40,  1.52s/it, loss=0.004, mat=0.396, sens=0.814, deg=0.00
Ep 007/100 [S1:deg_only]:  45%|▍| 120/264 [03:03<03:38,  1.52s/it, loss=0.004, mat=0.396, sens=0.814, deg=0.00
Ep 007/100 [S1:deg_only]:  45%|▍| 120/264 [03:05<03:38,  1.52s/it, loss=0.007, mat=0.404, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  46%|▍| 121/264 [03:05<03:37,  1.52s/it, loss=0.007, mat=0.404, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  46%|▍| 121/264 [03:06<03:37,  1.52s/it, loss=0.011, mat=0.385, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.011, mat=0.385, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  46%|▍| 122/264 [03:08<03:35,  1.52s/it, loss=0.014, mat=0.386, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  47%|▍| 123/264 [03:08<03:34,  1.52s/it, loss=0.014, mat=0.386, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  47%|▍| 123/264 [03:09<03:34,  1.52s/it, loss=0.018, mat=0.397, sens=3.520, deg=0.00
Ep 007/100 [S1:deg_only]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.018, mat=0.397, sens=3.520, deg=0.00
Ep 007/100 [S1:deg_only]:  47%|▍| 124/264 [03:11<03:32,  1.52s/it, loss=0.006, mat=0.401, sens=1.019, deg=0.00
Ep 007/100 [S1:deg_only]:  47%|▍| 125/264 [03:11<03:31,  1.52s/it, loss=0.006, mat=0.401, sens=1.019, deg=0.00
Ep 007/100 [S1:deg_only]:  47%|▍| 125/264 [03:12<03:31,  1.52s/it, loss=0.004, mat=0.385, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.004, mat=0.385, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  48%|▍| 126/264 [03:14<03:29,  1.52s/it, loss=0.436, mat=0.406, sens=0.891, deg=0.00
Ep 007/100 [S1:deg_only]:  48%|▍| 127/264 [03:14<03:28,  1.52s/it, loss=0.436, mat=0.406, sens=0.891, deg=0.00
Ep 007/100 [S1:deg_only]:  48%|▍| 127/264 [03:15<03:28,  1.52s/it, loss=0.012, mat=0.392, sens=1.132, deg=0.00
Ep 007/100 [S1:deg_only]:  48%|▍| 128/264 [03:15<03:27,  1.53s/it, loss=0.012, mat=0.392, sens=1.132, deg=0.00
Ep 007/100 [S1:deg_only]:  48%|▍| 128/264 [03:17<03:27,  1.53s/it, loss=0.009, mat=0.388, sens=0.800, deg=0.00
Ep 007/100 [S1:deg_only]:  49%|▍| 129/264 [03:17<03:29,  1.55s/it, loss=0.009, mat=0.388, sens=0.800, deg=0.00
Ep 007/100 [S1:deg_only]:  49%|▍| 129/264 [03:19<03:29,  1.55s/it, loss=0.008, mat=0.394, sens=2.341, deg=0.00
Ep 007/100 [S1:deg_only]:  49%|▍| 130/264 [03:19<03:26,  1.54s/it, loss=0.008, mat=0.394, sens=2.341, deg=0.00
Ep 007/100 [S1:deg_only]:  49%|▍| 130/264 [03:20<03:26,  1.54s/it, loss=0.009, mat=0.398, sens=0.857, deg=0.00
Ep 007/100 [S1:deg_only]:  50%|▍| 131/264 [03:20<03:23,  1.53s/it, loss=0.009, mat=0.398, sens=0.857, deg=0.00
Ep 007/100 [S1:deg_only]:  50%|▍| 131/264 [03:22<03:23,  1.53s/it, loss=0.005, mat=0.405, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  50%|▌| 132/264 [03:22<03:21,  1.53s/it, loss=0.005, mat=0.405, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  50%|▌| 132/264 [03:23<03:21,  1.53s/it, loss=0.005, mat=0.399, sens=1.274, deg=0.00
Ep 007/100 [S1:deg_only]:  50%|▌| 133/264 [03:23<03:19,  1.53s/it, loss=0.005, mat=0.399, sens=1.274, deg=0.00
Ep 007/100 [S1:deg_only]:  50%|▌| 133/264 [03:25<03:19,  1.53s/it, loss=0.005, mat=0.404, sens=2.045, deg=0.00
Ep 007/100 [S1:deg_only]:  51%|▌| 134/264 [03:25<03:18,  1.52s/it, loss=0.005, mat=0.404, sens=2.045, deg=0.00
Ep 007/100 [S1:deg_only]:  51%|▌| 134/264 [03:26<03:18,  1.52s/it, loss=0.017, mat=0.385, sens=1.159, deg=0.00
Ep 007/100 [S1:deg_only]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.017, mat=0.385, sens=1.159, deg=0.00
Ep 007/100 [S1:deg_only]:  51%|▌| 135/264 [03:28<03:16,  1.52s/it, loss=0.007, mat=0.393, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.007, mat=0.393, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.011, mat=0.387, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  52%|▌| 137/264 [03:29<03:13,  1.52s/it, loss=0.011, mat=0.387, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  52%|▌| 137/264 [03:31<03:13,  1.52s/it, loss=0.016, mat=0.394, sens=1.390, deg=0.00
Ep 007/100 [S1:deg_only]:  52%|▌| 138/264 [03:31<03:11,  1.52s/it, loss=0.016, mat=0.394, sens=1.390, deg=0.00
Ep 007/100 [S1:deg_only]:  52%|▌| 138/264 [03:32<03:11,  1.52s/it, loss=0.012, mat=0.388, sens=1.114, deg=0.00
Ep 007/100 [S1:deg_only]:  53%|▌| 139/264 [03:32<03:10,  1.52s/it, loss=0.012, mat=0.388, sens=1.114, deg=0.00
Ep 007/100 [S1:deg_only]:  53%|▌| 139/264 [03:34<03:10,  1.52s/it, loss=0.004, mat=0.401, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  53%|▌| 140/264 [03:34<03:08,  1.52s/it, loss=0.004, mat=0.401, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  53%|▌| 140/264 [03:35<03:08,  1.52s/it, loss=0.009, mat=0.394, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  53%|▌| 141/264 [03:35<03:06,  1.52s/it, loss=0.009, mat=0.394, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  53%|▌| 141/264 [03:37<03:06,  1.52s/it, loss=0.149, mat=0.392, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  54%|▌| 142/264 [03:37<03:05,  1.52s/it, loss=0.149, mat=0.392, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  54%|▌| 142/264 [03:38<03:05,  1.52s/it, loss=0.009, mat=0.387, sens=1.309, deg=0.00
Ep 007/100 [S1:deg_only]:  54%|▌| 143/264 [03:38<03:03,  1.52s/it, loss=0.009, mat=0.387, sens=1.309, deg=0.00
Ep 007/100 [S1:deg_only]:  54%|▌| 143/264 [03:40<03:03,  1.52s/it, loss=0.006, mat=0.402, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  55%|▌| 144/264 [03:40<03:05,  1.54s/it, loss=0.006, mat=0.402, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  55%|▌| 144/264 [03:41<03:05,  1.54s/it, loss=0.015, mat=0.388, sens=3.329, deg=0.00
Ep 007/100 [S1:deg_only]:  55%|▌| 145/264 [03:41<03:02,  1.54s/it, loss=0.015, mat=0.388, sens=3.329, deg=0.00
Ep 007/100 [S1:deg_only]:  55%|▌| 145/264 [03:43<03:02,  1.54s/it, loss=0.006, mat=0.384, sens=1.261, deg=0.00
Ep 007/100 [S1:deg_only]:  55%|▌| 146/264 [03:43<03:00,  1.53s/it, loss=0.006, mat=0.384, sens=1.261, deg=0.00
Ep 007/100 [S1:deg_only]:  55%|▌| 146/264 [03:44<03:00,  1.53s/it, loss=0.006, mat=0.386, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  56%|▌| 147/264 [03:44<02:58,  1.53s/it, loss=0.006, mat=0.386, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  56%|▌| 147/264 [03:46<02:58,  1.53s/it, loss=0.005, mat=0.385, sens=1.072, deg=0.00
Ep 007/100 [S1:deg_only]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.005, mat=0.385, sens=1.072, deg=0.00
Ep 007/100 [S1:deg_only]:  56%|▌| 148/264 [03:47<02:56,  1.52s/it, loss=0.007, mat=0.393, sens=0.824, deg=0.00
Ep 007/100 [S1:deg_only]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.007, mat=0.393, sens=0.824, deg=0.00
Ep 007/100 [S1:deg_only]:  56%|▌| 149/264 [03:49<02:54,  1.52s/it, loss=0.004, mat=0.390, sens=0.826, deg=0.00
Ep 007/100 [S1:deg_only]:  57%|▌| 150/264 [03:49<02:53,  1.52s/it, loss=0.004, mat=0.390, sens=0.826, deg=0.00
Ep 007/100 [S1:deg_only]:  57%|▌| 150/264 [03:51<02:53,  1.52s/it, loss=0.007, mat=0.387, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  57%|▌| 151/264 [03:51<02:51,  1.52s/it, loss=0.007, mat=0.387, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  57%|▌| 151/264 [03:52<02:51,  1.52s/it, loss=0.006, mat=0.409, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  58%|▌| 152/264 [03:52<02:49,  1.52s/it, loss=0.006, mat=0.409, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  58%|▌| 152/264 [03:54<02:49,  1.52s/it, loss=0.028, mat=0.384, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  58%|▌| 153/264 [03:54<02:48,  1.52s/it, loss=0.028, mat=0.384, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  58%|▌| 153/264 [03:55<02:48,  1.52s/it, loss=0.007, mat=0.397, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  58%|▌| 154/264 [03:55<02:46,  1.52s/it, loss=0.007, mat=0.397, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  58%|▌| 154/264 [03:57<02:46,  1.52s/it, loss=0.006, mat=0.391, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  59%|▌| 155/264 [03:57<02:45,  1.52s/it, loss=0.006, mat=0.391, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  59%|▌| 155/264 [03:58<02:45,  1.52s/it, loss=0.015, mat=0.397, sens=0.790, deg=0.00
Ep 007/100 [S1:deg_only]:  59%|▌| 156/264 [03:58<02:46,  1.54s/it, loss=0.015, mat=0.397, sens=0.790, deg=0.00
Ep 007/100 [S1:deg_only]:  59%|▌| 156/264 [04:00<02:46,  1.54s/it, loss=0.016, mat=0.398, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  59%|▌| 157/264 [04:00<02:43,  1.53s/it, loss=0.016, mat=0.398, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  59%|▌| 157/264 [04:01<02:43,  1.53s/it, loss=0.005, mat=0.391, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  60%|▌| 158/264 [04:01<02:41,  1.53s/it, loss=0.005, mat=0.391, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  60%|▌| 158/264 [04:03<02:41,  1.53s/it, loss=0.015, mat=0.398, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  60%|▌| 159/264 [04:03<02:39,  1.52s/it, loss=0.015, mat=0.398, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  60%|▌| 159/264 [04:04<02:39,  1.52s/it, loss=0.006, mat=0.399, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  61%|▌| 160/264 [04:04<02:38,  1.52s/it, loss=0.006, mat=0.399, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  61%|▌| 160/264 [04:06<02:38,  1.52s/it, loss=0.012, mat=0.377, sens=3.008, deg=0.00
Ep 007/100 [S1:deg_only]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.012, mat=0.377, sens=3.008, deg=0.00
Ep 007/100 [S1:deg_only]:  61%|▌| 161/264 [04:07<02:36,  1.52s/it, loss=0.005, mat=0.383, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  61%|▌| 162/264 [04:07<02:34,  1.52s/it, loss=0.005, mat=0.383, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  61%|▌| 162/264 [04:09<02:34,  1.52s/it, loss=0.007, mat=0.393, sens=0.793, deg=0.00
Ep 007/100 [S1:deg_only]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.007, mat=0.393, sens=0.793, deg=0.00
Ep 007/100 [S1:deg_only]:  62%|▌| 163/264 [04:10<02:33,  1.52s/it, loss=0.005, mat=0.393, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  62%|▌| 164/264 [04:10<02:31,  1.52s/it, loss=0.005, mat=0.393, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  62%|▌| 164/264 [04:12<02:31,  1.52s/it, loss=0.052, mat=0.388, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  62%|▋| 165/264 [04:12<02:30,  1.52s/it, loss=0.052, mat=0.388, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  62%|▋| 165/264 [04:13<02:30,  1.52s/it, loss=0.006, mat=0.372, sens=2.116, deg=0.00
Ep 007/100 [S1:deg_only]:  63%|▋| 166/264 [04:13<02:28,  1.52s/it, loss=0.006, mat=0.372, sens=2.116, deg=0.00
Ep 007/100 [S1:deg_only]:  63%|▋| 166/264 [04:15<02:28,  1.52s/it, loss=0.007, mat=0.387, sens=0.808, deg=0.00
Ep 007/100 [S1:deg_only]:  63%|▋| 167/264 [04:15<02:27,  1.52s/it, loss=0.007, mat=0.387, sens=0.808, deg=0.00
Ep 007/100 [S1:deg_only]:  63%|▋| 167/264 [04:16<02:27,  1.52s/it, loss=0.007, mat=0.394, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  64%|▋| 168/264 [04:16<02:25,  1.52s/it, loss=0.007, mat=0.394, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  64%|▋| 168/264 [04:18<02:25,  1.52s/it, loss=0.005, mat=0.392, sens=1.705, deg=0.00
Ep 007/100 [S1:deg_only]:  64%|▋| 169/264 [04:18<02:24,  1.52s/it, loss=0.005, mat=0.392, sens=1.705, deg=0.00
Ep 007/100 [S1:deg_only]:  64%|▋| 169/264 [04:19<02:24,  1.52s/it, loss=0.006, mat=0.400, sens=0.785, deg=0.00
Ep 007/100 [S1:deg_only]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.006, mat=0.400, sens=0.785, deg=0.00
Ep 007/100 [S1:deg_only]:  64%|▋| 170/264 [04:21<02:22,  1.52s/it, loss=0.007, mat=0.376, sens=0.812, deg=0.00
Ep 007/100 [S1:deg_only]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.007, mat=0.376, sens=0.812, deg=0.00
Ep 007/100 [S1:deg_only]:  65%|▋| 171/264 [04:22<02:21,  1.52s/it, loss=0.049, mat=0.386, sens=1.140, deg=0.00
Ep 007/100 [S1:deg_only]:  65%|▋| 172/264 [04:22<02:20,  1.52s/it, loss=0.049, mat=0.386, sens=1.140, deg=0.00
Ep 007/100 [S1:deg_only]:  65%|▋| 172/264 [04:24<02:20,  1.52s/it, loss=0.006, mat=0.385, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  66%|▋| 173/264 [04:24<02:18,  1.52s/it, loss=0.006, mat=0.385, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  66%|▋| 173/264 [04:25<02:18,  1.52s/it, loss=0.005, mat=0.394, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  66%|▋| 174/264 [04:25<02:16,  1.52s/it, loss=0.005, mat=0.394, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  66%|▋| 174/264 [04:27<02:16,  1.52s/it, loss=0.007, mat=0.391, sens=0.904, deg=0.00
Ep 007/100 [S1:deg_only]:  66%|▋| 175/264 [04:27<02:17,  1.54s/it, loss=0.007, mat=0.391, sens=0.904, deg=0.00
Ep 007/100 [S1:deg_only]:  66%|▋| 175/264 [04:29<02:17,  1.54s/it, loss=0.023, mat=0.397, sens=0.795, deg=0.00
Ep 007/100 [S1:deg_only]:  67%|▋| 176/264 [04:29<02:14,  1.53s/it, loss=0.023, mat=0.397, sens=0.795, deg=0.00
Ep 007/100 [S1:deg_only]:  67%|▋| 176/264 [04:30<02:14,  1.53s/it, loss=0.062, mat=0.391, sens=0.881, deg=0.00
Ep 007/100 [S1:deg_only]:  67%|▋| 177/264 [04:30<02:12,  1.53s/it, loss=0.062, mat=0.391, sens=0.881, deg=0.00
Ep 007/100 [S1:deg_only]:  67%|▋| 177/264 [04:32<02:12,  1.53s/it, loss=0.010, mat=0.383, sens=1.190, deg=0.00
Ep 007/100 [S1:deg_only]:  67%|▋| 178/264 [04:32<02:11,  1.53s/it, loss=0.010, mat=0.383, sens=1.190, deg=0.00
Ep 007/100 [S1:deg_only]:  67%|▋| 178/264 [04:33<02:11,  1.53s/it, loss=0.003, mat=0.406, sens=0.854, deg=0.00
Ep 007/100 [S1:deg_only]:  68%|▋| 179/264 [04:33<02:09,  1.52s/it, loss=0.003, mat=0.406, sens=0.854, deg=0.00
Ep 007/100 [S1:deg_only]:  68%|▋| 179/264 [04:35<02:09,  1.52s/it, loss=0.005, mat=0.393, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  68%|▋| 180/264 [04:35<02:07,  1.52s/it, loss=0.005, mat=0.393, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  68%|▋| 180/264 [04:36<02:07,  1.52s/it, loss=0.013, mat=0.395, sens=0.793, deg=0.00
Ep 007/100 [S1:deg_only]:  69%|▋| 181/264 [04:36<02:05,  1.52s/it, loss=0.013, mat=0.395, sens=0.793, deg=0.00
Ep 007/100 [S1:deg_only]:  69%|▋| 181/264 [04:38<02:05,  1.52s/it, loss=0.008, mat=0.390, sens=1.004, deg=0.00
Ep 007/100 [S1:deg_only]:  69%|▋| 182/264 [04:38<02:04,  1.52s/it, loss=0.008, mat=0.390, sens=1.004, deg=0.00
Ep 007/100 [S1:deg_only]:  69%|▋| 182/264 [04:39<02:04,  1.52s/it, loss=0.022, mat=0.387, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  69%|▋| 183/264 [04:39<02:02,  1.52s/it, loss=0.022, mat=0.387, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  69%|▋| 183/264 [04:41<02:02,  1.52s/it, loss=0.005, mat=0.386, sens=0.795, deg=0.00
Ep 007/100 [S1:deg_only]:  70%|▋| 184/264 [04:41<02:01,  1.52s/it, loss=0.005, mat=0.386, sens=0.795, deg=0.00
Ep 007/100 [S1:deg_only]:  70%|▋| 184/264 [04:42<02:01,  1.52s/it, loss=0.009, mat=0.389, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  70%|▋| 185/264 [04:42<01:59,  1.52s/it, loss=0.009, mat=0.389, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  70%|▋| 185/264 [04:44<01:59,  1.52s/it, loss=0.041, mat=0.397, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  70%|▋| 186/264 [04:44<01:58,  1.51s/it, loss=0.041, mat=0.397, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  70%|▋| 186/264 [04:45<01:58,  1.51s/it, loss=0.022, mat=0.389, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  71%|▋| 187/264 [04:45<01:56,  1.52s/it, loss=0.022, mat=0.389, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  71%|▋| 187/264 [04:47<01:56,  1.52s/it, loss=0.015, mat=0.386, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  71%|▋| 188/264 [04:47<01:55,  1.52s/it, loss=0.015, mat=0.386, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  71%|▋| 188/264 [04:48<01:55,  1.52s/it, loss=0.002, mat=0.390, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  72%|▋| 189/264 [04:48<01:55,  1.54s/it, loss=0.002, mat=0.390, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  72%|▋| 189/264 [04:50<01:55,  1.54s/it, loss=0.011, mat=0.393, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  72%|▋| 190/264 [04:50<01:53,  1.53s/it, loss=0.011, mat=0.393, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  72%|▋| 190/264 [04:51<01:53,  1.53s/it, loss=0.005, mat=0.388, sens=1.180, deg=0.00
Ep 007/100 [S1:deg_only]:  72%|▋| 191/264 [04:51<01:51,  1.53s/it, loss=0.005, mat=0.388, sens=1.180, deg=0.00
Ep 007/100 [S1:deg_only]:  72%|▋| 191/264 [04:53<01:51,  1.53s/it, loss=0.004, mat=0.406, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  73%|▋| 192/264 [04:53<01:49,  1.53s/it, loss=0.004, mat=0.406, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  73%|▋| 192/264 [04:54<01:49,  1.53s/it, loss=0.001, mat=0.397, sens=0.879, deg=0.00
Ep 007/100 [S1:deg_only]:  73%|▋| 193/264 [04:54<01:48,  1.52s/it, loss=0.001, mat=0.397, sens=0.879, deg=0.00
Ep 007/100 [S1:deg_only]:  73%|▋| 193/264 [04:56<01:48,  1.52s/it, loss=0.042, mat=0.393, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.042, mat=0.393, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  73%|▋| 194/264 [04:57<01:46,  1.52s/it, loss=0.015, mat=0.397, sens=1.052, deg=0.00
Ep 007/100 [S1:deg_only]:  74%|▋| 195/264 [04:57<01:44,  1.52s/it, loss=0.015, mat=0.397, sens=1.052, deg=0.00
Ep 007/100 [S1:deg_only]:  74%|▋| 195/264 [04:59<01:44,  1.52s/it, loss=0.005, mat=0.395, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.005, mat=0.395, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  74%|▋| 196/264 [05:01<01:43,  1.52s/it, loss=0.011, mat=0.397, sens=0.897, deg=0.00
Ep 007/100 [S1:deg_only]:  75%|▋| 197/264 [05:01<01:41,  1.52s/it, loss=0.011, mat=0.397, sens=0.897, deg=0.00
Ep 007/100 [S1:deg_only]:  75%|▋| 197/264 [05:02<01:41,  1.52s/it, loss=0.005, mat=0.381, sens=1.614, deg=0.00
Ep 007/100 [S1:deg_only]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.005, mat=0.381, sens=1.614, deg=0.00
Ep 007/100 [S1:deg_only]:  75%|▊| 198/264 [05:04<01:40,  1.52s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  75%|▊| 199/264 [05:04<01:38,  1.51s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  75%|▊| 199/264 [05:05<01:38,  1.51s/it, loss=0.012, mat=0.390, sens=2.526, deg=0.00
Ep 007/100 [S1:deg_only]:  76%|▊| 200/264 [05:05<01:36,  1.51s/it, loss=0.012, mat=0.390, sens=2.526, deg=0.00
Ep 007/100 [S1:deg_only]:  76%|▊| 200/264 [05:07<01:36,  1.51s/it, loss=0.008, mat=0.388, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  76%|▊| 201/264 [05:07<01:36,  1.54s/it, loss=0.008, mat=0.388, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  76%|▊| 201/264 [05:08<01:36,  1.54s/it, loss=0.004, mat=0.376, sens=0.980, deg=0.00
Ep 007/100 [S1:deg_only]:  77%|▊| 202/264 [05:08<01:35,  1.53s/it, loss=0.004, mat=0.376, sens=0.980, deg=0.00
Ep 007/100 [S1:deg_only]:  77%|▊| 202/264 [05:10<01:35,  1.53s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  77%|▊| 203/264 [05:10<01:33,  1.53s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  77%|▊| 203/264 [05:11<01:33,  1.53s/it, loss=0.007, mat=0.401, sens=0.785, deg=0.00
Ep 007/100 [S1:deg_only]:  77%|▊| 204/264 [05:11<01:31,  1.53s/it, loss=0.007, mat=0.401, sens=0.785, deg=0.00
Ep 007/100 [S1:deg_only]:  77%|▊| 204/264 [05:13<01:31,  1.53s/it, loss=0.009, mat=0.385, sens=0.903, deg=0.00
Ep 007/100 [S1:deg_only]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.009, mat=0.385, sens=0.903, deg=0.00
Ep 007/100 [S1:deg_only]:  78%|▊| 205/264 [05:14<01:29,  1.52s/it, loss=0.021, mat=0.392, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  78%|▊| 206/264 [05:14<01:28,  1.52s/it, loss=0.021, mat=0.392, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  78%|▊| 206/264 [05:16<01:28,  1.52s/it, loss=0.020, mat=0.395, sens=1.262, deg=0.00
Ep 007/100 [S1:deg_only]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.020, mat=0.395, sens=1.262, deg=0.00
Ep 007/100 [S1:deg_only]:  78%|▊| 207/264 [05:17<01:26,  1.52s/it, loss=0.011, mat=0.395, sens=0.794, deg=0.00
Ep 007/100 [S1:deg_only]:  79%|▊| 208/264 [05:17<01:25,  1.52s/it, loss=0.011, mat=0.395, sens=0.794, deg=0.00
Ep 007/100 [S1:deg_only]:  79%|▊| 208/264 [05:19<01:25,  1.52s/it, loss=0.004, mat=0.391, sens=0.892, deg=0.00
Ep 007/100 [S1:deg_only]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.004, mat=0.391, sens=0.892, deg=0.00
Ep 007/100 [S1:deg_only]:  79%|▊| 209/264 [05:20<01:23,  1.52s/it, loss=0.004, mat=0.399, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  80%|▊| 210/264 [05:20<01:21,  1.52s/it, loss=0.004, mat=0.399, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  80%|▊| 210/264 [05:22<01:21,  1.52s/it, loss=0.013, mat=0.401, sens=1.122, deg=0.00
Ep 007/100 [S1:deg_only]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.013, mat=0.401, sens=1.122, deg=0.00
Ep 007/100 [S1:deg_only]:  80%|▊| 211/264 [05:23<01:20,  1.52s/it, loss=0.013, mat=0.387, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  80%|▊| 212/264 [05:23<01:18,  1.52s/it, loss=0.013, mat=0.387, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  80%|▊| 212/264 [05:25<01:18,  1.52s/it, loss=0.013, mat=0.377, sens=2.015, deg=0.00
Ep 007/100 [S1:deg_only]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.013, mat=0.377, sens=2.015, deg=0.00
Ep 007/100 [S1:deg_only]:  81%|▊| 213/264 [05:26<01:17,  1.52s/it, loss=0.003, mat=0.392, sens=0.967, deg=0.00
Ep 007/100 [S1:deg_only]:  81%|▊| 214/264 [05:26<01:15,  1.52s/it, loss=0.003, mat=0.392, sens=0.967, deg=0.00
Ep 007/100 [S1:deg_only]:  81%|▊| 214/264 [05:28<01:15,  1.52s/it, loss=0.015, mat=0.374, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.015, mat=0.374, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  81%|▊| 215/264 [05:29<01:14,  1.52s/it, loss=0.019, mat=0.387, sens=3.168, deg=0.00
Ep 007/100 [S1:deg_only]:  82%|▊| 216/264 [05:29<01:12,  1.52s/it, loss=0.019, mat=0.387, sens=3.168, deg=0.00
Ep 007/100 [S1:deg_only]:  82%|▊| 216/264 [05:31<01:12,  1.52s/it, loss=0.008, mat=0.398, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  82%|▊| 217/264 [05:31<01:11,  1.52s/it, loss=0.008, mat=0.398, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  82%|▊| 217/264 [05:32<01:11,  1.52s/it, loss=0.006, mat=0.376, sens=3.761, deg=0.00
Ep 007/100 [S1:deg_only]:  83%|▊| 218/264 [05:32<01:09,  1.52s/it, loss=0.006, mat=0.376, sens=3.761, deg=0.00
Ep 007/100 [S1:deg_only]:  83%|▊| 218/264 [05:34<01:09,  1.52s/it, loss=0.016, mat=0.379, sens=0.944, deg=0.00
Ep 007/100 [S1:deg_only]:  83%|▊| 219/264 [05:34<01:09,  1.54s/it, loss=0.016, mat=0.379, sens=0.944, deg=0.00
Ep 007/100 [S1:deg_only]:  83%|▊| 219/264 [05:36<01:09,  1.54s/it, loss=0.003, mat=0.383, sens=1.096, deg=0.00
Ep 007/100 [S1:deg_only]:  83%|▊| 220/264 [05:36<01:07,  1.53s/it, loss=0.003, mat=0.383, sens=1.096, deg=0.00
Ep 007/100 [S1:deg_only]:  83%|▊| 220/264 [05:37<01:07,  1.53s/it, loss=0.005, mat=0.396, sens=1.360, deg=0.00
Ep 007/100 [S1:deg_only]:  84%|▊| 221/264 [05:37<01:05,  1.53s/it, loss=0.005, mat=0.396, sens=1.360, deg=0.00
Ep 007/100 [S1:deg_only]:  84%|▊| 221/264 [05:39<01:05,  1.53s/it, loss=0.007, mat=0.388, sens=0.806, deg=0.00
Ep 007/100 [S1:deg_only]:  84%|▊| 222/264 [05:39<01:04,  1.52s/it, loss=0.007, mat=0.388, sens=0.806, deg=0.00
Ep 007/100 [S1:deg_only]:  84%|▊| 222/264 [05:40<01:04,  1.52s/it, loss=0.014, mat=0.396, sens=0.790, deg=0.00
Ep 007/100 [S1:deg_only]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.014, mat=0.396, sens=0.790, deg=0.00
Ep 007/100 [S1:deg_only]:  84%|▊| 223/264 [05:42<01:02,  1.52s/it, loss=0.007, mat=0.387, sens=0.822, deg=0.00
Ep 007/100 [S1:deg_only]:  85%|▊| 224/264 [05:42<01:00,  1.52s/it, loss=0.007, mat=0.387, sens=0.822, deg=0.00
Ep 007/100 [S1:deg_only]:  85%|▊| 224/264 [05:43<01:00,  1.52s/it, loss=0.004, mat=0.398, sens=1.099, deg=0.00
Ep 007/100 [S1:deg_only]:  85%|▊| 225/264 [05:43<00:59,  1.52s/it, loss=0.004, mat=0.398, sens=1.099, deg=0.00
Ep 007/100 [S1:deg_only]:  85%|▊| 225/264 [05:45<00:59,  1.52s/it, loss=0.004, mat=0.400, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  86%|▊| 226/264 [05:45<00:57,  1.52s/it, loss=0.004, mat=0.400, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  86%|▊| 226/264 [05:46<00:57,  1.52s/it, loss=0.010, mat=0.403, sens=0.903, deg=0.00
Ep 007/100 [S1:deg_only]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.010, mat=0.403, sens=0.903, deg=0.00
Ep 007/100 [S1:deg_only]:  86%|▊| 227/264 [05:48<00:56,  1.52s/it, loss=0.016, mat=0.387, sens=1.541, deg=0.00
Ep 007/100 [S1:deg_only]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.016, mat=0.387, sens=1.541, deg=0.00
Ep 007/100 [S1:deg_only]:  86%|▊| 228/264 [05:49<00:54,  1.52s/it, loss=0.005, mat=0.387, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  87%|▊| 229/264 [05:49<00:53,  1.52s/it, loss=0.005, mat=0.387, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  87%|▊| 229/264 [05:51<00:53,  1.52s/it, loss=0.004, mat=0.391, sens=0.916, deg=0.00
Ep 007/100 [S1:deg_only]:  87%|▊| 230/264 [05:51<00:51,  1.52s/it, loss=0.004, mat=0.391, sens=0.916, deg=0.00
Ep 007/100 [S1:deg_only]:  87%|▊| 230/264 [05:52<00:51,  1.52s/it, loss=0.008, mat=0.387, sens=0.790, deg=0.00
Ep 007/100 [S1:deg_only]:  88%|▉| 231/264 [05:52<00:50,  1.52s/it, loss=0.008, mat=0.387, sens=0.790, deg=0.00
Ep 007/100 [S1:deg_only]:  88%|▉| 231/264 [05:54<00:50,  1.52s/it, loss=0.005, mat=0.370, sens=0.993, deg=0.00
Ep 007/100 [S1:deg_only]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.005, mat=0.370, sens=0.993, deg=0.00
Ep 007/100 [S1:deg_only]:  88%|▉| 232/264 [05:55<00:48,  1.52s/it, loss=0.008, mat=0.403, sens=0.931, deg=0.00
Ep 007/100 [S1:deg_only]:  88%|▉| 233/264 [05:55<00:47,  1.52s/it, loss=0.008, mat=0.403, sens=0.931, deg=0.00
Ep 007/100 [S1:deg_only]:  88%|▉| 233/264 [05:57<00:47,  1.52s/it, loss=0.017, mat=0.377, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  89%|▉| 234/264 [05:57<00:46,  1.54s/it, loss=0.017, mat=0.377, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  89%|▉| 234/264 [05:58<00:46,  1.54s/it, loss=0.003, mat=0.396, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  89%|▉| 235/264 [05:58<00:44,  1.53s/it, loss=0.003, mat=0.396, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  89%|▉| 235/264 [06:00<00:44,  1.53s/it, loss=0.004, mat=0.385, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  89%|▉| 236/264 [06:00<00:42,  1.53s/it, loss=0.004, mat=0.385, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  89%|▉| 236/264 [06:01<00:42,  1.53s/it, loss=0.004, mat=0.408, sens=0.854, deg=0.00
Ep 007/100 [S1:deg_only]:  90%|▉| 237/264 [06:01<00:41,  1.53s/it, loss=0.004, mat=0.408, sens=0.854, deg=0.00
Ep 007/100 [S1:deg_only]:  90%|▉| 237/264 [06:03<00:41,  1.53s/it, loss=0.005, mat=0.397, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  90%|▉| 238/264 [06:03<00:39,  1.53s/it, loss=0.005, mat=0.397, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  90%|▉| 238/264 [06:04<00:39,  1.53s/it, loss=0.006, mat=0.388, sens=0.829, deg=0.00
Ep 007/100 [S1:deg_only]:  91%|▉| 239/264 [06:04<00:38,  1.52s/it, loss=0.006, mat=0.388, sens=0.829, deg=0.00
Ep 007/100 [S1:deg_only]:  91%|▉| 239/264 [06:06<00:38,  1.52s/it, loss=0.004, mat=0.391, sens=0.972, deg=0.00
Ep 007/100 [S1:deg_only]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.004, mat=0.391, sens=0.972, deg=0.00
Ep 007/100 [S1:deg_only]:  91%|▉| 240/264 [06:07<00:36,  1.52s/it, loss=0.007, mat=0.374, sens=1.399, deg=0.00
Ep 007/100 [S1:deg_only]:  91%|▉| 241/264 [06:07<00:34,  1.52s/it, loss=0.007, mat=0.374, sens=1.399, deg=0.00
Ep 007/100 [S1:deg_only]:  91%|▉| 241/264 [06:09<00:34,  1.52s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  92%|▉| 242/264 [06:09<00:33,  1.52s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  92%|▉| 242/264 [06:11<00:33,  1.52s/it, loss=0.230, mat=0.395, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  92%|▉| 243/264 [06:11<00:31,  1.51s/it, loss=0.230, mat=0.395, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  92%|▉| 243/264 [06:12<00:31,  1.51s/it, loss=0.003, mat=0.396, sens=1.417, deg=0.00
Ep 007/100 [S1:deg_only]:  92%|▉| 244/264 [06:12<00:30,  1.51s/it, loss=0.003, mat=0.396, sens=1.417, deg=0.00
Ep 007/100 [S1:deg_only]:  92%|▉| 244/264 [06:14<00:30,  1.51s/it, loss=0.001, mat=0.399, sens=2.065, deg=0.00
Ep 007/100 [S1:deg_only]:  93%|▉| 245/264 [06:14<00:28,  1.52s/it, loss=0.001, mat=0.399, sens=2.065, deg=0.00
Ep 007/100 [S1:deg_only]:  93%|▉| 245/264 [06:15<00:28,  1.52s/it, loss=0.003, mat=0.387, sens=0.791, deg=0.00
Ep 007/100 [S1:deg_only]:  93%|▉| 246/264 [06:15<00:27,  1.54s/it, loss=0.003, mat=0.387, sens=0.791, deg=0.00
Ep 007/100 [S1:deg_only]:  93%|▉| 246/264 [06:17<00:27,  1.54s/it, loss=0.011, mat=0.384, sens=1.005, deg=0.00
Ep 007/100 [S1:deg_only]:  94%|▉| 247/264 [06:17<00:25,  1.53s/it, loss=0.011, mat=0.384, sens=1.005, deg=0.00
Ep 007/100 [S1:deg_only]:  94%|▉| 247/264 [06:18<00:25,  1.53s/it, loss=0.016, mat=0.383, sens=1.654, deg=0.00
Ep 007/100 [S1:deg_only]:  94%|▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.016, mat=0.383, sens=1.654, deg=0.00
Ep 007/100 [S1:deg_only]:  94%|▉| 248/264 [06:20<00:24,  1.52s/it, loss=0.005, mat=0.397, sens=1.235, deg=0.00
Ep 007/100 [S1:deg_only]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.005, mat=0.397, sens=1.235, deg=0.00
Ep 007/100 [S1:deg_only]:  94%|▉| 249/264 [06:21<00:22,  1.52s/it, loss=0.006, mat=0.395, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  95%|▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.006, mat=0.395, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  95%|▉| 250/264 [06:23<00:21,  1.52s/it, loss=0.002, mat=0.394, sens=0.870, deg=0.00
Ep 007/100 [S1:deg_only]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.002, mat=0.394, sens=0.870, deg=0.00
Ep 007/100 [S1:deg_only]:  95%|▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.355, mat=0.395, sens=0.845, deg=0.00
Ep 007/100 [S1:deg_only]:  95%|▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.355, mat=0.395, sens=0.845, deg=0.00
Ep 007/100 [S1:deg_only]:  95%|▉| 252/264 [06:26<00:18,  1.52s/it, loss=0.011, mat=0.383, sens=0.800, deg=0.00
Ep 007/100 [S1:deg_only]:  96%|▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.011, mat=0.383, sens=0.800, deg=0.00
Ep 007/100 [S1:deg_only]:  96%|▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.002, mat=0.390, sens=0.791, deg=0.00
Ep 007/100 [S1:deg_only]:  96%|▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.002, mat=0.390, sens=0.791, deg=0.00
Ep 007/100 [S1:deg_only]:  96%|▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.006, mat=0.392, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  97%|▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.006, mat=0.392, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  97%|▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.008, mat=0.376, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  97%|▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.008, mat=0.376, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  97%|▉| 256/264 [06:32<00:12,  1.51s/it, loss=0.008, mat=0.386, sens=1.310, deg=0.00
Ep 007/100 [S1:deg_only]:  97%|▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.008, mat=0.386, sens=1.310, deg=0.00
Ep 007/100 [S1:deg_only]:  97%|▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.008, mat=0.375, sens=0.805, deg=0.00
Ep 007/100 [S1:deg_only]:  98%|▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.008, mat=0.375, sens=0.805, deg=0.00
Ep 007/100 [S1:deg_only]:  98%|▉| 258/264 [06:35<00:09,  1.52s/it, loss=0.007, mat=0.391, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  98%|▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.007, mat=0.391, sens=0.000, deg=0.00
Ep 007/100 [S1:deg_only]:  98%|▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.003, mat=0.402, sens=0.793, deg=0.00
Ep 007/100 [S1:deg_only]:  98%|▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.003, mat=0.402, sens=0.793, deg=0.00
Ep 007/100 [S1:deg_only]:  98%|▉| 260/264 [06:38<00:06,  1.51s/it, loss=0.017, mat=0.384, sens=0.798, deg=0.00
Ep 007/100 [S1:deg_only]:  99%|▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.017, mat=0.384, sens=0.798, deg=0.00
Ep 007/100 [S1:deg_only]:  99%|▉| 261/264 [06:39<00:04,  1.51s/it, loss=0.006, mat=0.390, sens=1.257, deg=0.00
Ep 007/100 [S1:deg_only]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.006, mat=0.390, sens=1.257, deg=0.00
Ep 007/100 [S1:deg_only]:  99%|▉| 262/264 [06:41<00:03,  1.51s/it, loss=0.002, mat=0.400, sens=1.081, deg=0.00
Ep 007/100 [S1:deg_only]: 100%|▉| 263/264 [06:41<00:01,  1.51s/it, loss=0.002, mat=0.400, sens=1.081, deg=0.00
Ep 007/100 [S1:deg_only]: 100%|▉| 263/264 [06:42<00:01,  1.51s/it, loss=0.006, mat=0.390, sens=0.908, deg=0.00
Ep 007/100 [S1:deg_only]: 100%|█| 264/264 [06:42<00:00,  1.51s/it, loss=0.006, mat=0.390, sens=0.908, deg=0.00
                                                                                                              
Epoch 007/100 [S1:deg_only]  loss=0.0155  mat=0.3917  sens=0.7325  deg=0.0002  orth=0.0153  α=0.0 β=0.0 γ=1.0  403s

Ep 008/100 [S1:deg_only]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 008/100 [S1:deg_only]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.003, mat=0.398, sens=0.883, deg=0.000]
Ep 008/100 [S1:deg_only]:   0%| | 1/264 [00:02<09:59,  2.28s/it, loss=0.003, mat=0.398, sens=0.883, deg=0.000]
Ep 008/100 [S1:deg_only]:   0%| | 1/264 [00:03<09:59,  2.28s/it, loss=0.002, mat=0.403, sens=0.000, deg=0.000]
Ep 008/100 [S1:deg_only]:   1%| | 2/264 [00:03<07:56,  1.82s/it, loss=0.002, mat=0.403, sens=0.000, deg=0.000]
Ep 008/100 [S1:deg_only]:   1%| | 2/264 [00:05<07:56,  1.82s/it, loss=0.002, mat=0.391, sens=1.235, deg=0.000]
Ep 008/100 [S1:deg_only]:   1%| | 3/264 [00:05<07:17,  1.68s/it, loss=0.002, mat=0.391, sens=1.235, deg=0.000]
Ep 008/100 [S1:deg_only]:   1%| | 3/264 [00:06<07:17,  1.68s/it, loss=0.008, mat=0.368, sens=4.120, deg=0.000]
Ep 008/100 [S1:deg_only]:   2%| | 4/264 [00:06<06:58,  1.61s/it, loss=0.008, mat=0.368, sens=4.120, deg=0.000]
Ep 008/100 [S1:deg_only]:   2%| | 4/264 [00:08<06:58,  1.61s/it, loss=0.006, mat=0.387, sens=1.322, deg=0.000]
Ep 008/100 [S1:deg_only]:   2%| | 5/264 [00:08<06:47,  1.57s/it, loss=0.006, mat=0.387, sens=1.322, deg=0.000]
Ep 008/100 [S1:deg_only]:   2%| | 5/264 [00:09<06:47,  1.57s/it, loss=0.007, mat=0.388, sens=0.000, deg=0.000]
Ep 008/100 [S1:deg_only]:   2%| | 6/264 [00:09<06:40,  1.55s/it, loss=0.007, mat=0.388, sens=0.000, deg=0.000]
Ep 008/100 [S1:deg_only]:   2%| | 6/264 [00:11<06:40,  1.55s/it, loss=0.011, mat=0.403, sens=0.924, deg=0.000]
Ep 008/100 [S1:deg_only]:   3%| | 7/264 [00:11<06:34,  1.54s/it, loss=0.011, mat=0.403, sens=0.924, deg=0.000]
Ep 008/100 [S1:deg_only]:   3%| | 7/264 [00:12<06:34,  1.54s/it, loss=0.008, mat=0.394, sens=0.000, deg=0.000]
Ep 008/100 [S1:deg_only]:   3%| | 8/264 [00:12<06:30,  1.53s/it, loss=0.008, mat=0.394, sens=0.000, deg=0.000]
Ep 008/100 [S1:deg_only]:   3%| | 8/264 [00:14<06:30,  1.53s/it, loss=0.007, mat=0.384, sens=0.814, deg=0.000]
Ep 008/100 [S1:deg_only]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.007, mat=0.384, sens=0.814, deg=0.000]
Ep 008/100 [S1:deg_only]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.015, mat=0.396, sens=1.728, deg=0.000]
Ep 008/100 [S1:deg_only]:   4%| | 10/264 [00:15<06:25,  1.52s/it, loss=0.015, mat=0.396, sens=1.728, deg=0.000
Ep 008/100 [S1:deg_only]:   4%| | 10/264 [00:17<06:25,  1.52s/it, loss=0.007, mat=0.388, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   4%| | 11/264 [00:17<06:23,  1.51s/it, loss=0.007, mat=0.388, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   4%| | 11/264 [00:18<06:23,  1.51s/it, loss=0.004, mat=0.408, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   5%| | 12/264 [00:18<06:20,  1.51s/it, loss=0.004, mat=0.408, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   5%| | 12/264 [00:20<06:20,  1.51s/it, loss=0.006, mat=0.400, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   5%| | 13/264 [00:20<06:19,  1.51s/it, loss=0.006, mat=0.400, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   5%| | 13/264 [00:21<06:19,  1.51s/it, loss=0.007, mat=0.390, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.007, mat=0.390, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.002, mat=0.398, sens=3.281, deg=0.000
Ep 008/100 [S1:deg_only]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.002, mat=0.398, sens=3.281, deg=0.000
Ep 008/100 [S1:deg_only]:   6%| | 15/264 [00:24<06:16,  1.51s/it, loss=0.004, mat=0.392, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   6%| | 16/264 [00:24<06:20,  1.53s/it, loss=0.004, mat=0.392, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   6%| | 16/264 [00:26<06:20,  1.53s/it, loss=0.004, mat=0.394, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   6%| | 17/264 [00:26<06:16,  1.53s/it, loss=0.004, mat=0.394, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   6%| | 17/264 [00:27<06:16,  1.53s/it, loss=0.009, mat=0.377, sens=1.121, deg=0.000
Ep 008/100 [S1:deg_only]:   7%| | 18/264 [00:27<06:14,  1.52s/it, loss=0.009, mat=0.377, sens=1.121, deg=0.000
Ep 008/100 [S1:deg_only]:   7%| | 18/264 [00:29<06:14,  1.52s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   7%| | 19/264 [00:29<06:12,  1.52s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   7%| | 19/264 [00:31<06:12,  1.52s/it, loss=0.003, mat=0.395, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   8%| | 20/264 [00:31<06:10,  1.52s/it, loss=0.003, mat=0.395, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   8%| | 20/264 [00:32<06:10,  1.52s/it, loss=0.007, mat=0.388, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   8%| | 21/264 [00:32<06:09,  1.52s/it, loss=0.007, mat=0.388, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   8%| | 21/264 [00:34<06:09,  1.52s/it, loss=0.006, mat=0.382, sens=0.798, deg=0.000
Ep 008/100 [S1:deg_only]:   8%| | 22/264 [00:34<06:07,  1.52s/it, loss=0.006, mat=0.382, sens=0.798, deg=0.000
Ep 008/100 [S1:deg_only]:   8%| | 22/264 [00:35<06:07,  1.52s/it, loss=0.007, mat=0.398, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   9%| | 23/264 [00:35<06:05,  1.52s/it, loss=0.007, mat=0.398, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:   9%| | 23/264 [00:37<06:05,  1.52s/it, loss=0.009, mat=0.392, sens=1.221, deg=0.000
Ep 008/100 [S1:deg_only]:   9%| | 24/264 [00:37<06:03,  1.52s/it, loss=0.009, mat=0.392, sens=1.221, deg=0.000
Ep 008/100 [S1:deg_only]:   9%| | 24/264 [00:38<06:03,  1.52s/it, loss=0.005, mat=0.390, sens=3.207, deg=0.000
Ep 008/100 [S1:deg_only]:   9%| | 25/264 [00:38<06:02,  1.52s/it, loss=0.005, mat=0.390, sens=3.207, deg=0.000
Ep 008/100 [S1:deg_only]:   9%| | 25/264 [00:40<06:02,  1.52s/it, loss=0.003, mat=0.379, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  10%| | 26/264 [00:40<06:01,  1.52s/it, loss=0.003, mat=0.379, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  10%| | 26/264 [00:41<06:01,  1.52s/it, loss=0.003, mat=0.400, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  10%| | 27/264 [00:41<05:59,  1.52s/it, loss=0.003, mat=0.400, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  10%| | 27/264 [00:43<05:59,  1.52s/it, loss=0.003, mat=0.393, sens=1.054, deg=0.000
Ep 008/100 [S1:deg_only]:  11%| | 28/264 [00:43<06:03,  1.54s/it, loss=0.003, mat=0.393, sens=1.054, deg=0.000
Ep 008/100 [S1:deg_only]:  11%| | 28/264 [00:44<06:03,  1.54s/it, loss=0.002, mat=0.391, sens=0.908, deg=0.000
Ep 008/100 [S1:deg_only]:  11%| | 29/264 [00:44<05:59,  1.53s/it, loss=0.002, mat=0.391, sens=0.908, deg=0.000
Ep 008/100 [S1:deg_only]:  11%| | 29/264 [00:46<05:59,  1.53s/it, loss=0.002, mat=0.394, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  11%| | 30/264 [00:46<05:57,  1.53s/it, loss=0.002, mat=0.394, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  11%| | 30/264 [00:47<05:57,  1.53s/it, loss=0.003, mat=0.392, sens=0.987, deg=0.000
Ep 008/100 [S1:deg_only]:  12%| | 31/264 [00:47<05:55,  1.53s/it, loss=0.003, mat=0.392, sens=0.987, deg=0.000
Ep 008/100 [S1:deg_only]:  12%| | 31/264 [00:49<05:55,  1.53s/it, loss=0.012, mat=0.396, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  12%| | 32/264 [00:49<05:53,  1.52s/it, loss=0.012, mat=0.396, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  12%| | 32/264 [00:50<05:53,  1.52s/it, loss=0.002, mat=0.376, sens=0.898, deg=0.000
Ep 008/100 [S1:deg_only]:  12%|▏| 33/264 [00:50<05:51,  1.52s/it, loss=0.002, mat=0.376, sens=0.898, deg=0.000
Ep 008/100 [S1:deg_only]:  12%|▏| 33/264 [00:52<05:51,  1.52s/it, loss=0.005, mat=0.401, sens=3.532, deg=0.000
Ep 008/100 [S1:deg_only]:  13%|▏| 34/264 [00:52<05:49,  1.52s/it, loss=0.005, mat=0.401, sens=3.532, deg=0.000
Ep 008/100 [S1:deg_only]:  13%|▏| 34/264 [00:53<05:49,  1.52s/it, loss=0.004, mat=0.380, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  13%|▏| 35/264 [00:53<05:48,  1.52s/it, loss=0.004, mat=0.380, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  13%|▏| 35/264 [00:55<05:48,  1.52s/it, loss=0.003, mat=0.400, sens=1.082, deg=0.000
Ep 008/100 [S1:deg_only]:  14%|▏| 36/264 [00:55<05:46,  1.52s/it, loss=0.003, mat=0.400, sens=1.082, deg=0.000
Ep 008/100 [S1:deg_only]:  14%|▏| 36/264 [00:56<05:46,  1.52s/it, loss=0.002, mat=0.388, sens=1.504, deg=0.000
Ep 008/100 [S1:deg_only]:  14%|▏| 37/264 [00:56<05:46,  1.53s/it, loss=0.002, mat=0.388, sens=1.504, deg=0.000
Ep 008/100 [S1:deg_only]:  14%|▏| 37/264 [00:58<05:46,  1.53s/it, loss=0.010, mat=0.399, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  14%|▏| 38/264 [00:58<05:44,  1.52s/it, loss=0.010, mat=0.399, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  14%|▏| 38/264 [00:59<05:44,  1.52s/it, loss=0.004, mat=0.387, sens=2.146, deg=0.000
Ep 008/100 [S1:deg_only]:  15%|▏| 39/264 [00:59<05:42,  1.52s/it, loss=0.004, mat=0.387, sens=2.146, deg=0.000
Ep 008/100 [S1:deg_only]:  15%|▏| 39/264 [01:01<05:42,  1.52s/it, loss=0.006, mat=0.380, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  15%|▏| 40/264 [01:01<05:40,  1.52s/it, loss=0.006, mat=0.380, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  15%|▏| 40/264 [01:02<05:40,  1.52s/it, loss=0.010, mat=0.399, sens=4.460, deg=0.000
Ep 008/100 [S1:deg_only]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.010, mat=0.399, sens=4.460, deg=0.000
Ep 008/100 [S1:deg_only]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.002, mat=0.401, sens=2.583, deg=0.000
Ep 008/100 [S1:deg_only]:  16%|▏| 42/264 [01:04<05:36,  1.52s/it, loss=0.002, mat=0.401, sens=2.583, deg=0.000
Ep 008/100 [S1:deg_only]:  16%|▏| 42/264 [01:06<05:36,  1.52s/it, loss=0.065, mat=0.391, sens=1.009, deg=0.000
Ep 008/100 [S1:deg_only]:  16%|▏| 43/264 [01:06<05:35,  1.52s/it, loss=0.065, mat=0.391, sens=1.009, deg=0.000
Ep 008/100 [S1:deg_only]:  16%|▏| 43/264 [01:07<05:35,  1.52s/it, loss=0.003, mat=0.384, sens=0.795, deg=0.000
Ep 008/100 [S1:deg_only]:  17%|▏| 44/264 [01:07<05:33,  1.52s/it, loss=0.003, mat=0.384, sens=0.795, deg=0.000
Ep 008/100 [S1:deg_only]:  17%|▏| 44/264 [01:09<05:33,  1.52s/it, loss=0.001, mat=0.386, sens=0.930, deg=0.000
Ep 008/100 [S1:deg_only]:  17%|▏| 45/264 [01:09<05:32,  1.52s/it, loss=0.001, mat=0.386, sens=0.930, deg=0.000
Ep 008/100 [S1:deg_only]:  17%|▏| 45/264 [01:10<05:32,  1.52s/it, loss=0.002, mat=0.403, sens=0.840, deg=0.000
Ep 008/100 [S1:deg_only]:  17%|▏| 46/264 [01:10<05:35,  1.54s/it, loss=0.002, mat=0.403, sens=0.840, deg=0.000
Ep 008/100 [S1:deg_only]:  17%|▏| 46/264 [01:12<05:35,  1.54s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  18%|▏| 47/264 [01:12<05:32,  1.53s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  18%|▏| 47/264 [01:13<05:32,  1.53s/it, loss=0.009, mat=0.386, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  18%|▏| 48/264 [01:13<05:30,  1.53s/it, loss=0.009, mat=0.386, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  18%|▏| 48/264 [01:15<05:30,  1.53s/it, loss=0.010, mat=0.380, sens=0.855, deg=0.000
Ep 008/100 [S1:deg_only]:  19%|▏| 49/264 [01:15<05:27,  1.52s/it, loss=0.010, mat=0.380, sens=0.855, deg=0.000
Ep 008/100 [S1:deg_only]:  19%|▏| 49/264 [01:16<05:27,  1.52s/it, loss=0.003, mat=0.383, sens=0.889, deg=0.000
Ep 008/100 [S1:deg_only]:  19%|▏| 50/264 [01:16<05:25,  1.52s/it, loss=0.003, mat=0.383, sens=0.889, deg=0.000
Ep 008/100 [S1:deg_only]:  19%|▏| 50/264 [01:18<05:25,  1.52s/it, loss=0.011, mat=0.388, sens=0.808, deg=0.000
Ep 008/100 [S1:deg_only]:  19%|▏| 51/264 [01:18<05:24,  1.52s/it, loss=0.011, mat=0.388, sens=0.808, deg=0.000
Ep 008/100 [S1:deg_only]:  19%|▏| 51/264 [01:19<05:24,  1.52s/it, loss=0.002, mat=0.395, sens=1.012, deg=0.000
Ep 008/100 [S1:deg_only]:  20%|▏| 52/264 [01:19<05:22,  1.52s/it, loss=0.002, mat=0.395, sens=1.012, deg=0.000
Ep 008/100 [S1:deg_only]:  20%|▏| 52/264 [01:21<05:22,  1.52s/it, loss=0.003, mat=0.389, sens=1.496, deg=0.000
Ep 008/100 [S1:deg_only]:  20%|▏| 53/264 [01:21<05:21,  1.52s/it, loss=0.003, mat=0.389, sens=1.496, deg=0.000
Ep 008/100 [S1:deg_only]:  20%|▏| 53/264 [01:22<05:21,  1.52s/it, loss=0.004, mat=0.391, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  20%|▏| 54/264 [01:22<05:18,  1.52s/it, loss=0.004, mat=0.391, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  20%|▏| 54/264 [01:24<05:18,  1.52s/it, loss=0.005, mat=0.379, sens=1.365, deg=0.000
Ep 008/100 [S1:deg_only]:  21%|▏| 55/264 [01:24<05:17,  1.52s/it, loss=0.005, mat=0.379, sens=1.365, deg=0.000
Ep 008/100 [S1:deg_only]:  21%|▏| 55/264 [01:25<05:17,  1.52s/it, loss=0.003, mat=0.404, sens=3.662, deg=0.000
Ep 008/100 [S1:deg_only]:  21%|▏| 56/264 [01:25<05:15,  1.52s/it, loss=0.003, mat=0.404, sens=3.662, deg=0.000
Ep 008/100 [S1:deg_only]:  21%|▏| 56/264 [01:27<05:15,  1.52s/it, loss=0.011, mat=0.388, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  22%|▏| 57/264 [01:27<05:13,  1.52s/it, loss=0.011, mat=0.388, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  22%|▏| 57/264 [01:28<05:13,  1.52s/it, loss=0.003, mat=0.393, sens=1.068, deg=0.000
Ep 008/100 [S1:deg_only]:  22%|▏| 58/264 [01:28<05:12,  1.51s/it, loss=0.003, mat=0.393, sens=1.068, deg=0.000
Ep 008/100 [S1:deg_only]:  22%|▏| 58/264 [01:30<05:12,  1.51s/it, loss=0.005, mat=0.399, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  22%|▏| 59/264 [01:30<05:10,  1.52s/it, loss=0.005, mat=0.399, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  22%|▏| 59/264 [01:31<05:10,  1.52s/it, loss=0.008, mat=0.394, sens=1.015, deg=0.000
Ep 008/100 [S1:deg_only]:  23%|▏| 60/264 [01:31<05:13,  1.54s/it, loss=0.008, mat=0.394, sens=1.015, deg=0.000
Ep 008/100 [S1:deg_only]:  23%|▏| 60/264 [01:33<05:13,  1.54s/it, loss=0.004, mat=0.385, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  23%|▏| 61/264 [01:33<05:10,  1.53s/it, loss=0.004, mat=0.385, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  23%|▏| 61/264 [01:34<05:10,  1.53s/it, loss=0.007, mat=0.381, sens=1.005, deg=0.000
Ep 008/100 [S1:deg_only]:  23%|▏| 62/264 [01:34<05:08,  1.53s/it, loss=0.007, mat=0.381, sens=1.005, deg=0.000
Ep 008/100 [S1:deg_only]:  23%|▏| 62/264 [01:36<05:08,  1.53s/it, loss=0.006, mat=0.385, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  24%|▏| 63/264 [01:36<05:06,  1.53s/it, loss=0.006, mat=0.385, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  24%|▏| 63/264 [01:38<05:06,  1.53s/it, loss=0.013, mat=0.385, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  24%|▏| 64/264 [01:38<05:04,  1.52s/it, loss=0.013, mat=0.385, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.003, mat=0.382, sens=1.228, deg=0.000
Ep 008/100 [S1:deg_only]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.003, mat=0.382, sens=1.228, deg=0.000
Ep 008/100 [S1:deg_only]:  25%|▏| 65/264 [01:41<05:02,  1.52s/it, loss=0.011, mat=0.396, sens=1.251, deg=0.000
Ep 008/100 [S1:deg_only]:  25%|▎| 66/264 [01:41<05:00,  1.52s/it, loss=0.011, mat=0.396, sens=1.251, deg=0.000
Ep 008/100 [S1:deg_only]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.011, mat=0.387, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  25%|▎| 67/264 [01:42<04:58,  1.52s/it, loss=0.011, mat=0.387, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  25%|▎| 67/264 [01:44<04:58,  1.52s/it, loss=0.025, mat=0.401, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  26%|▎| 68/264 [01:44<04:56,  1.51s/it, loss=0.025, mat=0.401, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  26%|▎| 68/264 [01:45<04:56,  1.51s/it, loss=0.008, mat=0.392, sens=1.012, deg=0.000
Ep 008/100 [S1:deg_only]:  26%|▎| 69/264 [01:45<04:55,  1.51s/it, loss=0.008, mat=0.392, sens=1.012, deg=0.000
Ep 008/100 [S1:deg_only]:  26%|▎| 69/264 [01:47<04:55,  1.51s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  27%|▎| 70/264 [01:47<04:53,  1.51s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  27%|▎| 70/264 [01:48<04:53,  1.51s/it, loss=0.003, mat=0.376, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  27%|▎| 71/264 [01:48<04:52,  1.51s/it, loss=0.003, mat=0.376, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  27%|▎| 71/264 [01:50<04:52,  1.51s/it, loss=0.002, mat=0.393, sens=0.795, deg=0.000
Ep 008/100 [S1:deg_only]:  27%|▎| 72/264 [01:50<04:55,  1.54s/it, loss=0.002, mat=0.393, sens=0.795, deg=0.000
Ep 008/100 [S1:deg_only]:  27%|▎| 72/264 [01:51<04:55,  1.54s/it, loss=0.009, mat=0.378, sens=1.366, deg=0.000
Ep 008/100 [S1:deg_only]:  28%|▎| 73/264 [01:51<04:52,  1.53s/it, loss=0.009, mat=0.378, sens=1.366, deg=0.000
Ep 008/100 [S1:deg_only]:  28%|▎| 73/264 [01:53<04:52,  1.53s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  28%|▎| 74/264 [01:53<04:50,  1.53s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  28%|▎| 74/264 [01:54<04:50,  1.53s/it, loss=0.003, mat=0.392, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  28%|▎| 75/264 [01:54<04:48,  1.52s/it, loss=0.003, mat=0.392, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  28%|▎| 75/264 [01:56<04:48,  1.52s/it, loss=0.017, mat=0.382, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  29%|▎| 76/264 [01:56<04:46,  1.52s/it, loss=0.017, mat=0.382, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  29%|▎| 76/264 [01:57<04:46,  1.52s/it, loss=0.011, mat=0.383, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  29%|▎| 77/264 [01:57<04:44,  1.52s/it, loss=0.011, mat=0.383, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  29%|▎| 77/264 [01:59<04:44,  1.52s/it, loss=0.004, mat=0.390, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  30%|▎| 78/264 [01:59<04:42,  1.52s/it, loss=0.004, mat=0.390, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  30%|▎| 78/264 [02:00<04:42,  1.52s/it, loss=0.011, mat=0.381, sens=0.792, deg=0.000
Ep 008/100 [S1:deg_only]:  30%|▎| 79/264 [02:00<04:40,  1.52s/it, loss=0.011, mat=0.381, sens=0.792, deg=0.000
Ep 008/100 [S1:deg_only]:  30%|▎| 79/264 [02:02<04:40,  1.52s/it, loss=0.002, mat=0.394, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  30%|▎| 80/264 [02:02<04:39,  1.52s/it, loss=0.002, mat=0.394, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  30%|▎| 80/264 [02:03<04:39,  1.52s/it, loss=0.003, mat=0.368, sens=1.886, deg=0.000
Ep 008/100 [S1:deg_only]:  31%|▎| 81/264 [02:03<04:39,  1.53s/it, loss=0.003, mat=0.368, sens=1.886, deg=0.000
Ep 008/100 [S1:deg_only]:  31%|▎| 81/264 [02:05<04:39,  1.53s/it, loss=0.005, mat=0.397, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  31%|▎| 82/264 [02:05<04:37,  1.52s/it, loss=0.005, mat=0.397, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  31%|▎| 82/264 [02:06<04:37,  1.52s/it, loss=0.004, mat=0.401, sens=0.783, deg=0.000
Ep 008/100 [S1:deg_only]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.004, mat=0.401, sens=0.783, deg=0.000
Ep 008/100 [S1:deg_only]:  31%|▎| 83/264 [02:08<04:35,  1.52s/it, loss=0.004, mat=0.388, sens=0.883, deg=0.000
Ep 008/100 [S1:deg_only]:  32%|▎| 84/264 [02:08<04:33,  1.52s/it, loss=0.004, mat=0.388, sens=0.883, deg=0.000
Ep 008/100 [S1:deg_only]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.009, mat=0.388, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.009, mat=0.388, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  32%|▎| 85/264 [02:11<04:31,  1.52s/it, loss=0.011, mat=0.387, sens=0.800, deg=0.000
Ep 008/100 [S1:deg_only]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.011, mat=0.387, sens=0.800, deg=0.000
Ep 008/100 [S1:deg_only]:  33%|▎| 86/264 [02:12<04:30,  1.52s/it, loss=0.015, mat=0.392, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  33%|▎| 87/264 [02:12<04:28,  1.52s/it, loss=0.015, mat=0.392, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=0.002, mat=0.387, sens=0.804, deg=0.000
Ep 008/100 [S1:deg_only]:  33%|▎| 88/264 [02:14<04:27,  1.52s/it, loss=0.002, mat=0.387, sens=0.804, deg=0.000
Ep 008/100 [S1:deg_only]:  33%|▎| 88/264 [02:16<04:27,  1.52s/it, loss=0.004, mat=0.394, sens=1.058, deg=0.000
Ep 008/100 [S1:deg_only]:  34%|▎| 89/264 [02:16<04:25,  1.52s/it, loss=0.004, mat=0.394, sens=1.058, deg=0.000
Ep 008/100 [S1:deg_only]:  34%|▎| 89/264 [02:17<04:25,  1.52s/it, loss=0.003, mat=0.397, sens=0.883, deg=0.000
Ep 008/100 [S1:deg_only]:  34%|▎| 90/264 [02:17<04:28,  1.54s/it, loss=0.003, mat=0.397, sens=0.883, deg=0.000
Ep 008/100 [S1:deg_only]:  34%|▎| 90/264 [02:19<04:28,  1.54s/it, loss=0.008, mat=0.398, sens=1.932, deg=0.000
Ep 008/100 [S1:deg_only]:  34%|▎| 91/264 [02:19<04:25,  1.53s/it, loss=0.008, mat=0.398, sens=1.932, deg=0.000
Ep 008/100 [S1:deg_only]:  34%|▎| 91/264 [02:20<04:25,  1.53s/it, loss=0.002, mat=0.389, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  35%|▎| 92/264 [02:20<04:23,  1.53s/it, loss=0.002, mat=0.389, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  35%|▎| 92/264 [02:22<04:23,  1.53s/it, loss=0.002, mat=0.383, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  35%|▎| 93/264 [02:22<04:20,  1.53s/it, loss=0.002, mat=0.383, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  35%|▎| 93/264 [02:23<04:20,  1.53s/it, loss=0.002, mat=0.388, sens=1.248, deg=0.000
Ep 008/100 [S1:deg_only]:  36%|▎| 94/264 [02:23<04:18,  1.52s/it, loss=0.002, mat=0.388, sens=1.248, deg=0.000
Ep 008/100 [S1:deg_only]:  36%|▎| 94/264 [02:25<04:18,  1.52s/it, loss=0.006, mat=0.395, sens=0.889, deg=0.000
Ep 008/100 [S1:deg_only]:  36%|▎| 95/264 [02:25<04:17,  1.52s/it, loss=0.006, mat=0.395, sens=0.889, deg=0.000
Ep 008/100 [S1:deg_only]:  36%|▎| 95/264 [02:26<04:17,  1.52s/it, loss=0.007, mat=0.388, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  36%|▎| 96/264 [02:26<04:15,  1.52s/it, loss=0.007, mat=0.388, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  36%|▎| 96/264 [02:28<04:15,  1.52s/it, loss=0.224, mat=0.389, sens=1.067, deg=0.000
Ep 008/100 [S1:deg_only]:  37%|▎| 97/264 [02:28<04:13,  1.52s/it, loss=0.224, mat=0.389, sens=1.067, deg=0.000
Ep 008/100 [S1:deg_only]:  37%|▎| 97/264 [02:29<04:13,  1.52s/it, loss=0.028, mat=0.400, sens=0.820, deg=0.000
Ep 008/100 [S1:deg_only]:  37%|▎| 98/264 [02:29<04:12,  1.52s/it, loss=0.028, mat=0.400, sens=0.820, deg=0.000
Ep 008/100 [S1:deg_only]:  37%|▎| 98/264 [02:31<04:12,  1.52s/it, loss=0.004, mat=0.387, sens=0.808, deg=0.000
Ep 008/100 [S1:deg_only]:  38%|▍| 99/264 [02:31<04:10,  1.52s/it, loss=0.004, mat=0.387, sens=0.808, deg=0.000
Ep 008/100 [S1:deg_only]:  38%|▍| 99/264 [02:32<04:10,  1.52s/it, loss=0.002, mat=0.394, sens=0.000, deg=0.000
Ep 008/100 [S1:deg_only]:  38%|▍| 100/264 [02:32<04:09,  1.52s/it, loss=0.002, mat=0.394, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  38%|▍| 100/264 [02:34<04:09,  1.52s/it, loss=0.005, mat=0.397, sens=0.814, deg=0.00
Ep 008/100 [S1:deg_only]:  38%|▍| 101/264 [02:34<04:07,  1.52s/it, loss=0.005, mat=0.397, sens=0.814, deg=0.00
Ep 008/100 [S1:deg_only]:  38%|▍| 101/264 [02:35<04:07,  1.52s/it, loss=0.004, mat=0.396, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  39%|▍| 102/264 [02:35<04:05,  1.52s/it, loss=0.004, mat=0.396, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  39%|▍| 102/264 [02:37<04:05,  1.52s/it, loss=0.016, mat=0.399, sens=1.079, deg=0.00
Ep 008/100 [S1:deg_only]:  39%|▍| 103/264 [02:37<04:04,  1.52s/it, loss=0.016, mat=0.399, sens=1.079, deg=0.00
Ep 008/100 [S1:deg_only]:  39%|▍| 103/264 [02:38<04:04,  1.52s/it, loss=0.004, mat=0.406, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  39%|▍| 104/264 [02:38<04:02,  1.52s/it, loss=0.004, mat=0.406, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  39%|▍| 104/264 [02:40<04:02,  1.52s/it, loss=0.005, mat=0.393, sens=0.855, deg=0.00
Ep 008/100 [S1:deg_only]:  40%|▍| 105/264 [02:40<04:05,  1.54s/it, loss=0.005, mat=0.393, sens=0.855, deg=0.00
Ep 008/100 [S1:deg_only]:  40%|▍| 105/264 [02:41<04:05,  1.54s/it, loss=0.006, mat=0.382, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  40%|▍| 106/264 [02:41<04:02,  1.54s/it, loss=0.006, mat=0.382, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  40%|▍| 106/264 [02:43<04:02,  1.54s/it, loss=0.003, mat=0.401, sens=1.084, deg=0.00
Ep 008/100 [S1:deg_only]:  41%|▍| 107/264 [02:43<03:59,  1.53s/it, loss=0.003, mat=0.401, sens=1.084, deg=0.00
Ep 008/100 [S1:deg_only]:  41%|▍| 107/264 [02:45<03:59,  1.53s/it, loss=0.004, mat=0.393, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.004, mat=0.393, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  41%|▍| 108/264 [02:46<03:57,  1.52s/it, loss=0.004, mat=0.391, sens=3.578, deg=0.00
Ep 008/100 [S1:deg_only]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.004, mat=0.391, sens=3.578, deg=0.00
Ep 008/100 [S1:deg_only]:  41%|▍| 109/264 [02:48<03:55,  1.52s/it, loss=0.005, mat=0.399, sens=0.789, deg=0.00
Ep 008/100 [S1:deg_only]:  42%|▍| 110/264 [02:48<03:53,  1.52s/it, loss=0.005, mat=0.399, sens=0.789, deg=0.00
Ep 008/100 [S1:deg_only]:  42%|▍| 110/264 [02:49<03:53,  1.52s/it, loss=0.089, mat=0.402, sens=0.802, deg=0.00
Ep 008/100 [S1:deg_only]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.089, mat=0.402, sens=0.802, deg=0.00
Ep 008/100 [S1:deg_only]:  42%|▍| 111/264 [02:51<03:52,  1.52s/it, loss=0.003, mat=0.377, sens=0.798, deg=0.00
Ep 008/100 [S1:deg_only]:  42%|▍| 112/264 [02:51<03:51,  1.52s/it, loss=0.003, mat=0.377, sens=0.798, deg=0.00
Ep 008/100 [S1:deg_only]:  42%|▍| 112/264 [02:52<03:51,  1.52s/it, loss=0.014, mat=0.399, sens=0.804, deg=0.00
Ep 008/100 [S1:deg_only]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=0.014, mat=0.399, sens=0.804, deg=0.00
Ep 008/100 [S1:deg_only]:  43%|▍| 113/264 [02:54<03:49,  1.52s/it, loss=0.003, mat=0.410, sens=1.873, deg=0.00
Ep 008/100 [S1:deg_only]:  43%|▍| 114/264 [02:54<03:48,  1.52s/it, loss=0.003, mat=0.410, sens=1.873, deg=0.00
Ep 008/100 [S1:deg_only]:  43%|▍| 114/264 [02:55<03:48,  1.52s/it, loss=0.003, mat=0.381, sens=0.804, deg=0.00
Ep 008/100 [S1:deg_only]:  44%|▍| 115/264 [02:55<03:46,  1.52s/it, loss=0.003, mat=0.381, sens=0.804, deg=0.00
Ep 008/100 [S1:deg_only]:  44%|▍| 115/264 [02:57<03:46,  1.52s/it, loss=0.003, mat=0.385, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.003, mat=0.385, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.007, mat=0.389, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  44%|▍| 117/264 [02:58<03:46,  1.54s/it, loss=0.007, mat=0.389, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  44%|▍| 117/264 [03:00<03:46,  1.54s/it, loss=0.006, mat=0.394, sens=0.887, deg=0.00
Ep 008/100 [S1:deg_only]:  45%|▍| 118/264 [03:00<03:44,  1.53s/it, loss=0.006, mat=0.394, sens=0.887, deg=0.00
Ep 008/100 [S1:deg_only]:  45%|▍| 118/264 [03:01<03:44,  1.53s/it, loss=0.004, mat=0.380, sens=0.815, deg=0.00
Ep 008/100 [S1:deg_only]:  45%|▍| 119/264 [03:01<03:41,  1.53s/it, loss=0.004, mat=0.380, sens=0.815, deg=0.00
Ep 008/100 [S1:deg_only]:  45%|▍| 119/264 [03:03<03:41,  1.53s/it, loss=0.005, mat=0.381, sens=3.797, deg=0.00
Ep 008/100 [S1:deg_only]:  45%|▍| 120/264 [03:03<03:39,  1.52s/it, loss=0.005, mat=0.381, sens=3.797, deg=0.00
Ep 008/100 [S1:deg_only]:  45%|▍| 120/264 [03:04<03:39,  1.52s/it, loss=0.010, mat=0.387, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  46%|▍| 121/264 [03:04<03:37,  1.52s/it, loss=0.010, mat=0.387, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  46%|▍| 121/264 [03:06<03:37,  1.52s/it, loss=0.005, mat=0.385, sens=1.363, deg=0.00
Ep 008/100 [S1:deg_only]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.005, mat=0.385, sens=1.363, deg=0.00
Ep 008/100 [S1:deg_only]:  46%|▍| 122/264 [03:07<03:35,  1.52s/it, loss=0.003, mat=0.387, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  47%|▍| 123/264 [03:07<03:34,  1.52s/it, loss=0.003, mat=0.387, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  47%|▍| 123/264 [03:09<03:34,  1.52s/it, loss=0.003, mat=0.395, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.003, mat=0.395, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  47%|▍| 124/264 [03:10<03:32,  1.52s/it, loss=0.007, mat=0.390, sens=0.943, deg=0.00
Ep 008/100 [S1:deg_only]:  47%|▍| 125/264 [03:10<03:31,  1.52s/it, loss=0.007, mat=0.390, sens=0.943, deg=0.00
Ep 008/100 [S1:deg_only]:  47%|▍| 125/264 [03:12<03:31,  1.52s/it, loss=0.005, mat=0.385, sens=0.795, deg=0.00
Ep 008/100 [S1:deg_only]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.005, mat=0.385, sens=0.795, deg=0.00
Ep 008/100 [S1:deg_only]:  48%|▍| 126/264 [03:13<03:29,  1.52s/it, loss=0.005, mat=0.387, sens=1.554, deg=0.00
Ep 008/100 [S1:deg_only]:  48%|▍| 127/264 [03:13<03:28,  1.52s/it, loss=0.005, mat=0.387, sens=1.554, deg=0.00
Ep 008/100 [S1:deg_only]:  48%|▍| 127/264 [03:15<03:28,  1.52s/it, loss=0.004, mat=0.375, sens=1.319, deg=0.00
Ep 008/100 [S1:deg_only]:  48%|▍| 128/264 [03:15<03:26,  1.52s/it, loss=0.004, mat=0.375, sens=1.319, deg=0.00
Ep 008/100 [S1:deg_only]:  48%|▍| 128/264 [03:16<03:26,  1.52s/it, loss=0.015, mat=0.403, sens=0.975, deg=0.00
Ep 008/100 [S1:deg_only]:  49%|▍| 129/264 [03:16<03:25,  1.52s/it, loss=0.015, mat=0.403, sens=0.975, deg=0.00
Ep 008/100 [S1:deg_only]:  49%|▍| 129/264 [03:18<03:25,  1.52s/it, loss=0.006, mat=0.380, sens=0.814, deg=0.00
Ep 008/100 [S1:deg_only]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.006, mat=0.380, sens=0.814, deg=0.00
Ep 008/100 [S1:deg_only]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.010, mat=0.393, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  50%|▍| 131/264 [03:19<03:21,  1.52s/it, loss=0.010, mat=0.393, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  50%|▍| 131/264 [03:21<03:21,  1.52s/it, loss=0.005, mat=0.383, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  50%|▌| 132/264 [03:21<03:20,  1.52s/it, loss=0.005, mat=0.383, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  50%|▌| 132/264 [03:23<03:20,  1.52s/it, loss=0.004, mat=0.394, sens=0.847, deg=0.00
Ep 008/100 [S1:deg_only]:  50%|▌| 133/264 [03:23<03:18,  1.52s/it, loss=0.004, mat=0.394, sens=0.847, deg=0.00
Ep 008/100 [S1:deg_only]:  50%|▌| 133/264 [03:24<03:18,  1.52s/it, loss=0.029, mat=0.389, sens=0.839, deg=0.00
Ep 008/100 [S1:deg_only]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.029, mat=0.389, sens=0.839, deg=0.00
Ep 008/100 [S1:deg_only]:  51%|▌| 134/264 [03:26<03:17,  1.52s/it, loss=0.005, mat=0.389, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  51%|▌| 135/264 [03:26<03:15,  1.52s/it, loss=0.005, mat=0.389, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  51%|▌| 135/264 [03:27<03:15,  1.52s/it, loss=0.004, mat=0.387, sens=1.404, deg=0.00
Ep 008/100 [S1:deg_only]:  52%|▌| 136/264 [03:27<03:17,  1.54s/it, loss=0.004, mat=0.387, sens=1.404, deg=0.00
Ep 008/100 [S1:deg_only]:  52%|▌| 136/264 [03:29<03:17,  1.54s/it, loss=0.009, mat=0.374, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  52%|▌| 137/264 [03:29<03:14,  1.53s/it, loss=0.009, mat=0.374, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  52%|▌| 137/264 [03:30<03:14,  1.53s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  52%|▌| 138/264 [03:30<03:12,  1.53s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  52%|▌| 138/264 [03:32<03:12,  1.53s/it, loss=0.004, mat=0.392, sens=1.143, deg=0.00
Ep 008/100 [S1:deg_only]:  53%|▌| 139/264 [03:32<03:10,  1.52s/it, loss=0.004, mat=0.392, sens=1.143, deg=0.00
Ep 008/100 [S1:deg_only]:  53%|▌| 139/264 [03:33<03:10,  1.52s/it, loss=0.010, mat=0.383, sens=1.728, deg=0.00
Ep 008/100 [S1:deg_only]:  53%|▌| 140/264 [03:33<03:08,  1.52s/it, loss=0.010, mat=0.383, sens=1.728, deg=0.00
Ep 008/100 [S1:deg_only]:  53%|▌| 140/264 [03:35<03:08,  1.52s/it, loss=0.004, mat=0.403, sens=1.804, deg=0.00
Ep 008/100 [S1:deg_only]:  53%|▌| 141/264 [03:35<03:06,  1.52s/it, loss=0.004, mat=0.403, sens=1.804, deg=0.00
Ep 008/100 [S1:deg_only]:  53%|▌| 141/264 [03:36<03:06,  1.52s/it, loss=0.002, mat=0.396, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  54%|▌| 142/264 [03:36<03:05,  1.52s/it, loss=0.002, mat=0.396, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  54%|▌| 142/264 [03:38<03:05,  1.52s/it, loss=0.003, mat=0.399, sens=0.832, deg=0.00
Ep 008/100 [S1:deg_only]:  54%|▌| 143/264 [03:38<03:03,  1.52s/it, loss=0.003, mat=0.399, sens=0.832, deg=0.00
Ep 008/100 [S1:deg_only]:  54%|▌| 143/264 [03:39<03:03,  1.52s/it, loss=0.007, mat=0.384, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  55%|▌| 144/264 [03:39<03:02,  1.52s/it, loss=0.007, mat=0.384, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  55%|▌| 144/264 [03:41<03:02,  1.52s/it, loss=0.003, mat=0.379, sens=0.888, deg=0.00
Ep 008/100 [S1:deg_only]:  55%|▌| 145/264 [03:41<03:00,  1.52s/it, loss=0.003, mat=0.379, sens=0.888, deg=0.00
Ep 008/100 [S1:deg_only]:  55%|▌| 145/264 [03:42<03:00,  1.52s/it, loss=0.002, mat=0.404, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  55%|▌| 146/264 [03:42<02:58,  1.52s/it, loss=0.002, mat=0.404, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  55%|▌| 146/264 [03:44<02:58,  1.52s/it, loss=0.005, mat=0.389, sens=1.283, deg=0.00
Ep 008/100 [S1:deg_only]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.005, mat=0.389, sens=1.283, deg=0.00
Ep 008/100 [S1:deg_only]:  56%|▌| 147/264 [03:45<02:57,  1.52s/it, loss=0.003, mat=0.398, sens=0.795, deg=0.00
Ep 008/100 [S1:deg_only]:  56%|▌| 148/264 [03:45<02:55,  1.51s/it, loss=0.003, mat=0.398, sens=0.795, deg=0.00
Ep 008/100 [S1:deg_only]:  56%|▌| 148/264 [03:47<02:55,  1.51s/it, loss=0.089, mat=0.378, sens=4.318, deg=0.00
Ep 008/100 [S1:deg_only]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.089, mat=0.378, sens=4.318, deg=0.00
Ep 008/100 [S1:deg_only]:  56%|▌| 149/264 [03:48<02:54,  1.52s/it, loss=0.009, mat=0.384, sens=1.357, deg=0.00
Ep 008/100 [S1:deg_only]:  57%|▌| 150/264 [03:48<02:55,  1.54s/it, loss=0.009, mat=0.384, sens=1.357, deg=0.00
Ep 008/100 [S1:deg_only]:  57%|▌| 150/264 [03:50<02:55,  1.54s/it, loss=0.002, mat=0.397, sens=0.969, deg=0.00
Ep 008/100 [S1:deg_only]:  57%|▌| 151/264 [03:50<02:53,  1.53s/it, loss=0.002, mat=0.397, sens=0.969, deg=0.00
Ep 008/100 [S1:deg_only]:  57%|▌| 151/264 [03:51<02:53,  1.53s/it, loss=0.010, mat=0.388, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  58%|▌| 152/264 [03:51<02:50,  1.53s/it, loss=0.010, mat=0.388, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  58%|▌| 152/264 [03:53<02:50,  1.53s/it, loss=0.002, mat=0.386, sens=0.840, deg=0.00
Ep 008/100 [S1:deg_only]:  58%|▌| 153/264 [03:53<02:48,  1.52s/it, loss=0.002, mat=0.386, sens=0.840, deg=0.00
Ep 008/100 [S1:deg_only]:  58%|▌| 153/264 [03:54<02:48,  1.52s/it, loss=0.005, mat=0.389, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  58%|▌| 154/264 [03:54<02:47,  1.52s/it, loss=0.005, mat=0.389, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.005, mat=0.392, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.005, mat=0.392, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  59%|▌| 155/264 [03:58<02:45,  1.52s/it, loss=0.004, mat=0.389, sens=0.902, deg=0.00
Ep 008/100 [S1:deg_only]:  59%|▌| 156/264 [03:58<02:43,  1.52s/it, loss=0.004, mat=0.389, sens=0.902, deg=0.00
Ep 008/100 [S1:deg_only]:  59%|▌| 156/264 [03:59<02:43,  1.52s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  59%|▌| 157/264 [04:01<02:42,  1.52s/it, loss=0.004, mat=0.376, sens=0.810, deg=0.00
Ep 008/100 [S1:deg_only]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.004, mat=0.376, sens=0.810, deg=0.00
Ep 008/100 [S1:deg_only]:  60%|▌| 158/264 [04:02<02:40,  1.51s/it, loss=0.004, mat=0.386, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  60%|▌| 159/264 [04:02<02:39,  1.51s/it, loss=0.004, mat=0.386, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  60%|▌| 159/264 [04:04<02:39,  1.51s/it, loss=0.003, mat=0.393, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  61%|▌| 160/264 [04:04<02:37,  1.52s/it, loss=0.003, mat=0.393, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  61%|▌| 160/264 [04:05<02:37,  1.52s/it, loss=0.005, mat=0.402, sens=1.364, deg=0.00
Ep 008/100 [S1:deg_only]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.005, mat=0.402, sens=1.364, deg=0.00
Ep 008/100 [S1:deg_only]:  61%|▌| 161/264 [04:07<02:36,  1.52s/it, loss=0.003, mat=0.383, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  61%|▌| 162/264 [04:07<02:37,  1.54s/it, loss=0.003, mat=0.383, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  61%|▌| 162/264 [04:08<02:37,  1.54s/it, loss=0.005, mat=0.388, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  62%|▌| 163/264 [04:08<02:34,  1.53s/it, loss=0.005, mat=0.388, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  62%|▌| 163/264 [04:10<02:34,  1.53s/it, loss=0.002, mat=0.401, sens=0.847, deg=0.00
Ep 008/100 [S1:deg_only]:  62%|▌| 164/264 [04:10<02:32,  1.53s/it, loss=0.002, mat=0.401, sens=0.847, deg=0.00
Ep 008/100 [S1:deg_only]:  62%|▌| 164/264 [04:11<02:32,  1.53s/it, loss=0.005, mat=0.385, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.005, mat=0.385, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  62%|▋| 165/264 [04:13<02:30,  1.52s/it, loss=0.004, mat=0.389, sens=1.314, deg=0.00
Ep 008/100 [S1:deg_only]:  63%|▋| 166/264 [04:13<02:29,  1.52s/it, loss=0.004, mat=0.389, sens=1.314, deg=0.00
Ep 008/100 [S1:deg_only]:  63%|▋| 166/264 [04:14<02:29,  1.52s/it, loss=0.003, mat=0.376, sens=0.927, deg=0.00
Ep 008/100 [S1:deg_only]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.003, mat=0.376, sens=0.927, deg=0.00
Ep 008/100 [S1:deg_only]:  63%|▋| 167/264 [04:16<02:27,  1.52s/it, loss=0.003, mat=0.399, sens=0.966, deg=0.00
Ep 008/100 [S1:deg_only]:  64%|▋| 168/264 [04:16<02:25,  1.52s/it, loss=0.003, mat=0.399, sens=0.966, deg=0.00
Ep 008/100 [S1:deg_only]:  64%|▋| 168/264 [04:17<02:25,  1.52s/it, loss=0.009, mat=0.406, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  64%|▋| 169/264 [04:17<02:24,  1.52s/it, loss=0.009, mat=0.406, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  64%|▋| 169/264 [04:19<02:24,  1.52s/it, loss=0.002, mat=0.383, sens=0.864, deg=0.00
Ep 008/100 [S1:deg_only]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.002, mat=0.383, sens=0.864, deg=0.00
Ep 008/100 [S1:deg_only]:  64%|▋| 170/264 [04:20<02:22,  1.52s/it, loss=0.005, mat=0.397, sens=1.201, deg=0.00
Ep 008/100 [S1:deg_only]:  65%|▋| 171/264 [04:20<02:20,  1.52s/it, loss=0.005, mat=0.397, sens=1.201, deg=0.00
Ep 008/100 [S1:deg_only]:  65%|▋| 171/264 [04:22<02:20,  1.52s/it, loss=0.003, mat=0.395, sens=0.907, deg=0.00
Ep 008/100 [S1:deg_only]:  65%|▋| 172/264 [04:22<02:19,  1.52s/it, loss=0.003, mat=0.395, sens=0.907, deg=0.00
Ep 008/100 [S1:deg_only]:  65%|▋| 172/264 [04:23<02:19,  1.52s/it, loss=0.002, mat=0.384, sens=0.807, deg=0.00
Ep 008/100 [S1:deg_only]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=0.002, mat=0.384, sens=0.807, deg=0.00
Ep 008/100 [S1:deg_only]:  66%|▋| 173/264 [04:25<02:17,  1.51s/it, loss=0.028, mat=0.392, sens=1.420, deg=0.00
Ep 008/100 [S1:deg_only]:  66%|▋| 174/264 [04:25<02:16,  1.51s/it, loss=0.028, mat=0.392, sens=1.420, deg=0.00
Ep 008/100 [S1:deg_only]:  66%|▋| 174/264 [04:26<02:16,  1.51s/it, loss=0.010, mat=0.372, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.010, mat=0.372, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  66%|▋| 175/264 [04:28<02:14,  1.51s/it, loss=0.003, mat=0.396, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  67%|▋| 176/264 [04:28<02:13,  1.52s/it, loss=0.003, mat=0.396, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  67%|▋| 176/264 [04:29<02:13,  1.52s/it, loss=0.004, mat=0.384, sens=0.802, deg=0.00
Ep 008/100 [S1:deg_only]:  67%|▋| 177/264 [04:29<02:11,  1.52s/it, loss=0.004, mat=0.384, sens=0.802, deg=0.00
Ep 008/100 [S1:deg_only]:  67%|▋| 177/264 [04:31<02:11,  1.52s/it, loss=0.005, mat=0.394, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  67%|▋| 178/264 [04:31<02:10,  1.52s/it, loss=0.005, mat=0.394, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  67%|▋| 178/264 [04:32<02:10,  1.52s/it, loss=0.003, mat=0.373, sens=3.556, deg=0.00
Ep 008/100 [S1:deg_only]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.003, mat=0.373, sens=3.556, deg=0.00
Ep 008/100 [S1:deg_only]:  68%|▋| 179/264 [04:34<02:08,  1.51s/it, loss=0.031, mat=0.407, sens=0.785, deg=0.00
Ep 008/100 [S1:deg_only]:  68%|▋| 180/264 [04:34<02:09,  1.54s/it, loss=0.031, mat=0.407, sens=0.785, deg=0.00
Ep 008/100 [S1:deg_only]:  68%|▋| 180/264 [04:36<02:09,  1.54s/it, loss=0.002, mat=0.386, sens=0.977, deg=0.00
Ep 008/100 [S1:deg_only]:  69%|▋| 181/264 [04:36<02:07,  1.53s/it, loss=0.002, mat=0.386, sens=0.977, deg=0.00
Ep 008/100 [S1:deg_only]:  69%|▋| 181/264 [04:37<02:07,  1.53s/it, loss=0.002, mat=0.385, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  69%|▋| 182/264 [04:37<02:05,  1.53s/it, loss=0.002, mat=0.385, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  69%|▋| 182/264 [04:39<02:05,  1.53s/it, loss=0.052, mat=0.393, sens=2.426, deg=0.00
Ep 008/100 [S1:deg_only]:  69%|▋| 183/264 [04:39<02:03,  1.52s/it, loss=0.052, mat=0.393, sens=2.426, deg=0.00
Ep 008/100 [S1:deg_only]:  69%|▋| 183/264 [04:40<02:03,  1.52s/it, loss=0.005, mat=0.382, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  70%|▋| 184/264 [04:40<02:01,  1.52s/it, loss=0.005, mat=0.382, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  70%|▋| 184/264 [04:42<02:01,  1.52s/it, loss=0.003, mat=0.385, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  70%|▋| 185/264 [04:42<01:59,  1.52s/it, loss=0.003, mat=0.385, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  70%|▋| 185/264 [04:43<01:59,  1.52s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  70%|▋| 186/264 [04:45<01:58,  1.52s/it, loss=0.009, mat=0.386, sens=0.806, deg=0.00
Ep 008/100 [S1:deg_only]:  71%|▋| 187/264 [04:45<01:56,  1.52s/it, loss=0.009, mat=0.386, sens=0.806, deg=0.00
Ep 008/100 [S1:deg_only]:  71%|▋| 187/264 [04:46<01:56,  1.52s/it, loss=0.004, mat=0.388, sens=1.076, deg=0.00
Ep 008/100 [S1:deg_only]:  71%|▋| 188/264 [04:46<01:55,  1.52s/it, loss=0.004, mat=0.388, sens=1.076, deg=0.00
Ep 008/100 [S1:deg_only]:  71%|▋| 188/264 [04:48<01:55,  1.52s/it, loss=0.001, mat=0.397, sens=1.028, deg=0.00
Ep 008/100 [S1:deg_only]:  72%|▋| 189/264 [04:48<01:53,  1.52s/it, loss=0.001, mat=0.397, sens=1.028, deg=0.00
Ep 008/100 [S1:deg_only]:  72%|▋| 189/264 [04:49<01:53,  1.52s/it, loss=0.004, mat=0.398, sens=1.033, deg=0.00
Ep 008/100 [S1:deg_only]:  72%|▋| 190/264 [04:49<01:52,  1.52s/it, loss=0.004, mat=0.398, sens=1.033, deg=0.00
Ep 008/100 [S1:deg_only]:  72%|▋| 190/264 [04:51<01:52,  1.52s/it, loss=0.003, mat=0.386, sens=1.033, deg=0.00
Ep 008/100 [S1:deg_only]:  72%|▋| 191/264 [04:51<01:50,  1.52s/it, loss=0.003, mat=0.386, sens=1.033, deg=0.00
Ep 008/100 [S1:deg_only]:  72%|▋| 191/264 [04:52<01:50,  1.52s/it, loss=0.003, mat=0.390, sens=0.951, deg=0.00
Ep 008/100 [S1:deg_only]:  73%|▋| 192/264 [04:52<01:48,  1.51s/it, loss=0.003, mat=0.390, sens=0.951, deg=0.00
Ep 008/100 [S1:deg_only]:  73%|▋| 192/264 [04:54<01:48,  1.51s/it, loss=0.006, mat=0.396, sens=2.756, deg=0.00
Ep 008/100 [S1:deg_only]:  73%|▋| 193/264 [04:54<01:47,  1.51s/it, loss=0.006, mat=0.396, sens=2.756, deg=0.00
Ep 008/100 [S1:deg_only]:  73%|▋| 193/264 [04:55<01:47,  1.51s/it, loss=0.004, mat=0.396, sens=1.081, deg=0.00
Ep 008/100 [S1:deg_only]:  73%|▋| 194/264 [04:55<01:46,  1.51s/it, loss=0.004, mat=0.396, sens=1.081, deg=0.00
Ep 008/100 [S1:deg_only]:  73%|▋| 194/264 [04:57<01:46,  1.51s/it, loss=0.002, mat=0.396, sens=1.524, deg=0.00
Ep 008/100 [S1:deg_only]:  74%|▋| 195/264 [04:57<01:45,  1.54s/it, loss=0.002, mat=0.396, sens=1.524, deg=0.00
Ep 008/100 [S1:deg_only]:  74%|▋| 195/264 [04:58<01:45,  1.54s/it, loss=0.002, mat=0.392, sens=1.513, deg=0.00
Ep 008/100 [S1:deg_only]:  74%|▋| 196/264 [04:58<01:43,  1.53s/it, loss=0.002, mat=0.392, sens=1.513, deg=0.00
Ep 008/100 [S1:deg_only]:  74%|▋| 196/264 [05:00<01:43,  1.53s/it, loss=0.005, mat=0.385, sens=1.290, deg=0.00
Ep 008/100 [S1:deg_only]:  75%|▋| 197/264 [05:00<01:42,  1.52s/it, loss=0.005, mat=0.385, sens=1.290, deg=0.00
Ep 008/100 [S1:deg_only]:  75%|▋| 197/264 [05:01<01:42,  1.52s/it, loss=0.003, mat=0.382, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  75%|▊| 198/264 [05:01<01:40,  1.52s/it, loss=0.003, mat=0.382, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  75%|▊| 198/264 [05:03<01:40,  1.52s/it, loss=0.005, mat=0.383, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  75%|▊| 199/264 [05:03<01:38,  1.52s/it, loss=0.005, mat=0.383, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  75%|▊| 199/264 [05:04<01:38,  1.52s/it, loss=0.005, mat=0.389, sens=0.986, deg=0.00
Ep 008/100 [S1:deg_only]:  76%|▊| 200/264 [05:04<01:36,  1.52s/it, loss=0.005, mat=0.389, sens=0.986, deg=0.00
Ep 008/100 [S1:deg_only]:  76%|▊| 200/264 [05:06<01:36,  1.52s/it, loss=0.003, mat=0.393, sens=1.235, deg=0.00
Ep 008/100 [S1:deg_only]:  76%|▊| 201/264 [05:06<01:35,  1.52s/it, loss=0.003, mat=0.393, sens=1.235, deg=0.00
Ep 008/100 [S1:deg_only]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.001, mat=0.383, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.001, mat=0.383, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  77%|▊| 202/264 [05:09<01:33,  1.51s/it, loss=0.001, mat=0.385, sens=2.039, deg=0.00
Ep 008/100 [S1:deg_only]:  77%|▊| 203/264 [05:09<01:32,  1.51s/it, loss=0.001, mat=0.385, sens=2.039, deg=0.00
Ep 008/100 [S1:deg_only]:  77%|▊| 203/264 [05:10<01:32,  1.51s/it, loss=0.002, mat=0.383, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.002, mat=0.383, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  77%|▊| 204/264 [05:12<01:30,  1.51s/it, loss=0.007, mat=0.382, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  78%|▊| 205/264 [05:12<01:29,  1.51s/it, loss=0.007, mat=0.382, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  78%|▊| 205/264 [05:13<01:29,  1.51s/it, loss=0.002, mat=0.405, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.002, mat=0.405, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  78%|▊| 206/264 [05:15<01:27,  1.51s/it, loss=0.007, mat=0.391, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  78%|▊| 207/264 [05:15<01:27,  1.53s/it, loss=0.007, mat=0.391, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  78%|▊| 207/264 [05:17<01:27,  1.53s/it, loss=0.004, mat=0.387, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  79%|▊| 208/264 [05:17<01:25,  1.52s/it, loss=0.004, mat=0.387, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  79%|▊| 208/264 [05:18<01:25,  1.52s/it, loss=0.001, mat=0.388, sens=1.130, deg=0.00
Ep 008/100 [S1:deg_only]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=0.001, mat=0.388, sens=1.130, deg=0.00
Ep 008/100 [S1:deg_only]:  79%|▊| 209/264 [05:20<01:23,  1.52s/it, loss=0.015, mat=0.402, sens=1.346, deg=0.00
Ep 008/100 [S1:deg_only]:  80%|▊| 210/264 [05:20<01:21,  1.52s/it, loss=0.015, mat=0.402, sens=1.346, deg=0.00
Ep 008/100 [S1:deg_only]:  80%|▊| 210/264 [05:21<01:21,  1.52s/it, loss=0.007, mat=0.385, sens=0.953, deg=0.00
Ep 008/100 [S1:deg_only]:  80%|▊| 211/264 [05:21<01:20,  1.51s/it, loss=0.007, mat=0.385, sens=0.953, deg=0.00
Ep 008/100 [S1:deg_only]:  80%|▊| 211/264 [05:23<01:20,  1.51s/it, loss=0.003, mat=0.384, sens=0.907, deg=0.00
Ep 008/100 [S1:deg_only]:  80%|▊| 212/264 [05:23<01:18,  1.51s/it, loss=0.003, mat=0.384, sens=0.907, deg=0.00
Ep 008/100 [S1:deg_only]:  80%|▊| 212/264 [05:24<01:18,  1.51s/it, loss=0.002, mat=0.389, sens=0.954, deg=0.00
Ep 008/100 [S1:deg_only]:  81%|▊| 213/264 [05:24<01:17,  1.51s/it, loss=0.002, mat=0.389, sens=0.954, deg=0.00
Ep 008/100 [S1:deg_only]:  81%|▊| 213/264 [05:26<01:17,  1.51s/it, loss=0.002, mat=0.382, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  81%|▊| 214/264 [05:26<01:15,  1.51s/it, loss=0.002, mat=0.382, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  81%|▊| 214/264 [05:27<01:15,  1.51s/it, loss=0.003, mat=0.393, sens=0.805, deg=0.00
Ep 008/100 [S1:deg_only]:  81%|▊| 215/264 [05:27<01:13,  1.51s/it, loss=0.003, mat=0.393, sens=0.805, deg=0.00
Ep 008/100 [S1:deg_only]:  81%|▊| 215/264 [05:29<01:13,  1.51s/it, loss=0.003, mat=0.401, sens=0.820, deg=0.00
Ep 008/100 [S1:deg_only]:  82%|▊| 216/264 [05:29<01:12,  1.51s/it, loss=0.003, mat=0.401, sens=0.820, deg=0.00
Ep 008/100 [S1:deg_only]:  82%|▊| 216/264 [05:30<01:12,  1.51s/it, loss=0.015, mat=0.400, sens=0.795, deg=0.00
Ep 008/100 [S1:deg_only]:  82%|▊| 217/264 [05:30<01:10,  1.51s/it, loss=0.015, mat=0.400, sens=0.795, deg=0.00
Ep 008/100 [S1:deg_only]:  82%|▊| 217/264 [05:32<01:10,  1.51s/it, loss=0.003, mat=0.395, sens=0.799, deg=0.00
Ep 008/100 [S1:deg_only]:  83%|▊| 218/264 [05:32<01:09,  1.51s/it, loss=0.003, mat=0.395, sens=0.799, deg=0.00
Ep 008/100 [S1:deg_only]:  83%|▊| 218/264 [05:33<01:09,  1.51s/it, loss=0.004, mat=0.391, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.004, mat=0.391, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  83%|▊| 219/264 [05:35<01:07,  1.51s/it, loss=0.002, mat=0.400, sens=0.787, deg=0.00
Ep 008/100 [S1:deg_only]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.002, mat=0.400, sens=0.787, deg=0.00
Ep 008/100 [S1:deg_only]:  83%|▊| 220/264 [05:36<01:06,  1.51s/it, loss=0.002, mat=0.378, sens=1.743, deg=0.00
Ep 008/100 [S1:deg_only]:  84%|▊| 221/264 [05:36<01:05,  1.51s/it, loss=0.002, mat=0.378, sens=1.743, deg=0.00
Ep 008/100 [S1:deg_only]:  84%|▊| 221/264 [05:38<01:05,  1.51s/it, loss=0.012, mat=0.397, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  84%|▊| 222/264 [05:38<01:03,  1.51s/it, loss=0.012, mat=0.397, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  84%|▊| 222/264 [05:39<01:03,  1.51s/it, loss=0.010, mat=0.379, sens=1.198, deg=0.00
Ep 008/100 [S1:deg_only]:  84%|▊| 223/264 [05:39<01:01,  1.51s/it, loss=0.010, mat=0.379, sens=1.198, deg=0.00
Ep 008/100 [S1:deg_only]:  84%|▊| 223/264 [05:41<01:01,  1.51s/it, loss=0.007, mat=0.388, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  85%|▊| 224/264 [05:41<01:00,  1.51s/it, loss=0.007, mat=0.388, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  85%|▊| 224/264 [05:42<01:00,  1.51s/it, loss=0.003, mat=0.386, sens=0.887, deg=0.00
Ep 008/100 [S1:deg_only]:  85%|▊| 225/264 [05:42<00:58,  1.51s/it, loss=0.003, mat=0.386, sens=0.887, deg=0.00
Ep 008/100 [S1:deg_only]:  85%|▊| 225/264 [05:44<00:58,  1.51s/it, loss=0.003, mat=0.398, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  86%|▊| 226/264 [05:44<00:58,  1.53s/it, loss=0.003, mat=0.398, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  86%|▊| 226/264 [05:45<00:58,  1.53s/it, loss=0.001, mat=0.388, sens=0.830, deg=0.00
Ep 008/100 [S1:deg_only]:  86%|▊| 227/264 [05:45<00:56,  1.53s/it, loss=0.001, mat=0.388, sens=0.830, deg=0.00
Ep 008/100 [S1:deg_only]:  86%|▊| 227/264 [05:47<00:56,  1.53s/it, loss=0.004, mat=0.377, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  86%|▊| 228/264 [05:47<00:54,  1.52s/it, loss=0.004, mat=0.377, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  87%|▊| 229/264 [05:48<00:53,  1.52s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  87%|▊| 229/264 [05:50<00:53,  1.52s/it, loss=0.027, mat=0.389, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  87%|▊| 230/264 [05:50<00:51,  1.52s/it, loss=0.027, mat=0.389, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  87%|▊| 230/264 [05:51<00:51,  1.52s/it, loss=0.002, mat=0.402, sens=1.582, deg=0.00
Ep 008/100 [S1:deg_only]:  88%|▉| 231/264 [05:51<00:50,  1.52s/it, loss=0.002, mat=0.402, sens=1.582, deg=0.00
Ep 008/100 [S1:deg_only]:  88%|▉| 231/264 [05:53<00:50,  1.52s/it, loss=0.004, mat=0.388, sens=0.816, deg=0.00
Ep 008/100 [S1:deg_only]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.004, mat=0.388, sens=0.816, deg=0.00
Ep 008/100 [S1:deg_only]:  88%|▉| 232/264 [05:54<00:48,  1.51s/it, loss=0.006, mat=0.392, sens=2.360, deg=0.00
Ep 008/100 [S1:deg_only]:  88%|▉| 233/264 [05:54<00:47,  1.52s/it, loss=0.006, mat=0.392, sens=2.360, deg=0.00
Ep 008/100 [S1:deg_only]:  88%|▉| 233/264 [05:56<00:47,  1.52s/it, loss=0.007, mat=0.394, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  89%|▉| 234/264 [05:56<00:45,  1.52s/it, loss=0.007, mat=0.394, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.005, mat=0.384, sens=1.110, deg=0.00
Ep 008/100 [S1:deg_only]:  89%|▉| 235/264 [05:57<00:44,  1.52s/it, loss=0.005, mat=0.384, sens=1.110, deg=0.00
Ep 008/100 [S1:deg_only]:  89%|▉| 235/264 [05:59<00:44,  1.52s/it, loss=0.002, mat=0.378, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.002, mat=0.378, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.004, mat=0.384, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  90%|▉| 237/264 [06:00<00:40,  1.51s/it, loss=0.004, mat=0.384, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  90%|▉| 237/264 [06:02<00:40,  1.51s/it, loss=0.006, mat=0.404, sens=1.343, deg=0.00
Ep 008/100 [S1:deg_only]:  90%|▉| 238/264 [06:02<00:39,  1.51s/it, loss=0.006, mat=0.404, sens=1.343, deg=0.00
Ep 008/100 [S1:deg_only]:  90%|▉| 238/264 [06:03<00:39,  1.51s/it, loss=0.023, mat=0.398, sens=0.825, deg=0.00
Ep 008/100 [S1:deg_only]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.023, mat=0.398, sens=0.825, deg=0.00
Ep 008/100 [S1:deg_only]:  91%|▉| 239/264 [06:05<00:37,  1.51s/it, loss=0.005, mat=0.405, sens=0.796, deg=0.00
Ep 008/100 [S1:deg_only]:  91%|▉| 240/264 [06:05<00:36,  1.53s/it, loss=0.005, mat=0.405, sens=0.796, deg=0.00
Ep 008/100 [S1:deg_only]:  91%|▉| 240/264 [06:07<00:36,  1.53s/it, loss=0.008, mat=0.380, sens=3.826, deg=0.00
Ep 008/100 [S1:deg_only]:  91%|▉| 241/264 [06:07<00:35,  1.53s/it, loss=0.008, mat=0.380, sens=3.826, deg=0.00
Ep 008/100 [S1:deg_only]:  91%|▉| 241/264 [06:08<00:35,  1.53s/it, loss=0.005, mat=0.386, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  92%|▉| 242/264 [06:08<00:33,  1.52s/it, loss=0.005, mat=0.386, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  92%|▉| 242/264 [06:10<00:33,  1.52s/it, loss=0.015, mat=0.387, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  92%|▉| 243/264 [06:10<00:31,  1.52s/it, loss=0.015, mat=0.387, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  92%|▉| 243/264 [06:11<00:31,  1.52s/it, loss=0.007, mat=0.375, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  92%|▉| 244/264 [06:11<00:30,  1.52s/it, loss=0.007, mat=0.375, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  92%|▉| 244/264 [06:13<00:30,  1.52s/it, loss=0.008, mat=0.397, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.008, mat=0.397, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  93%|▉| 245/264 [06:14<00:28,  1.51s/it, loss=0.003, mat=0.378, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.003, mat=0.378, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  93%|▉| 246/264 [06:16<00:27,  1.51s/it, loss=0.047, mat=0.397, sens=1.443, deg=0.00
Ep 008/100 [S1:deg_only]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.047, mat=0.397, sens=1.443, deg=0.00
Ep 008/100 [S1:deg_only]:  94%|▉| 247/264 [06:17<00:25,  1.51s/it, loss=0.004, mat=0.368, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.004, mat=0.368, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  94%|▉| 248/264 [06:19<00:24,  1.51s/it, loss=0.003, mat=0.393, sens=0.874, deg=0.00
Ep 008/100 [S1:deg_only]:  94%|▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.003, mat=0.393, sens=0.874, deg=0.00
Ep 008/100 [S1:deg_only]:  94%|▉| 249/264 [06:20<00:22,  1.51s/it, loss=0.011, mat=0.387, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.011, mat=0.387, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  95%|▉| 250/264 [06:22<00:21,  1.51s/it, loss=0.591, mat=0.387, sens=0.915, deg=0.00
Ep 008/100 [S1:deg_only]:  95%|▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.591, mat=0.387, sens=0.915, deg=0.00
Ep 008/100 [S1:deg_only]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.001, mat=0.379, sens=1.079, deg=0.00
Ep 008/100 [S1:deg_only]:  95%|▉| 252/264 [06:23<00:18,  1.54s/it, loss=0.001, mat=0.379, sens=1.079, deg=0.00
Ep 008/100 [S1:deg_only]:  95%|▉| 252/264 [06:25<00:18,  1.54s/it, loss=0.013, mat=0.392, sens=0.826, deg=0.00
Ep 008/100 [S1:deg_only]:  96%|▉| 253/264 [06:25<00:16,  1.53s/it, loss=0.013, mat=0.392, sens=0.826, deg=0.00
Ep 008/100 [S1:deg_only]:  96%|▉| 253/264 [06:26<00:16,  1.53s/it, loss=0.005, mat=0.394, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  96%|▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.005, mat=0.394, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  96%|▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.002, mat=0.399, sens=0.795, deg=0.00
Ep 008/100 [S1:deg_only]:  97%|▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.002, mat=0.399, sens=0.795, deg=0.00
Ep 008/100 [S1:deg_only]:  97%|▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.001, mat=0.389, sens=1.336, deg=0.00
Ep 008/100 [S1:deg_only]:  97%|▉| 256/264 [06:29<00:12,  1.53s/it, loss=0.001, mat=0.389, sens=1.336, deg=0.00
Ep 008/100 [S1:deg_only]:  97%|▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.006, mat=0.390, sens=0.800, deg=0.00
Ep 008/100 [S1:deg_only]:  97%|▉| 257/264 [06:31<00:10,  1.53s/it, loss=0.006, mat=0.390, sens=0.800, deg=0.00
Ep 008/100 [S1:deg_only]:  97%|▉| 257/264 [06:32<00:10,  1.53s/it, loss=0.004, mat=0.390, sens=0.794, deg=0.00
Ep 008/100 [S1:deg_only]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.004, mat=0.390, sens=0.794, deg=0.00
Ep 008/100 [S1:deg_only]:  98%|▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.003, mat=0.385, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  98%|▉| 259/264 [06:34<00:07,  1.52s/it, loss=0.003, mat=0.385, sens=0.000, deg=0.00
Ep 008/100 [S1:deg_only]:  98%|▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.003, mat=0.393, sens=0.782, deg=0.00
Ep 008/100 [S1:deg_only]:  98%|▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.003, mat=0.393, sens=0.782, deg=0.00
Ep 008/100 [S1:deg_only]:  98%|▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.006, mat=0.390, sens=1.035, deg=0.00
Ep 008/100 [S1:deg_only]:  99%|▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.006, mat=0.390, sens=1.035, deg=0.00
Ep 008/100 [S1:deg_only]:  99%|▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.008, mat=0.385, sens=0.863, deg=0.00
Ep 008/100 [S1:deg_only]:  99%|▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.008, mat=0.385, sens=0.863, deg=0.00
Ep 008/100 [S1:deg_only]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.002, mat=0.400, sens=0.843, deg=0.00
Ep 008/100 [S1:deg_only]: 100%|▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.002, mat=0.400, sens=0.843, deg=0.00
Ep 008/100 [S1:deg_only]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.005, mat=0.383, sens=0.798, deg=0.00
Ep 008/100 [S1:deg_only]: 100%|█| 264/264 [06:41<00:00,  1.52s/it, loss=0.005, mat=0.383, sens=0.798, deg=0.00
                                                                                                              
Epoch 008/100 [S1:deg_only]  loss=0.0099  mat=0.3900  sens=0.7632  deg=0.0002  orth=0.0098  α=0.0 β=0.0 γ=1.0  402s

Ep 009/100 [S1:deg_only]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 009/100 [S1:deg_only]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.005, mat=0.386, sens=0.804, deg=0.000]
Ep 009/100 [S1:deg_only]:   0%| | 1/264 [00:02<09:14,  2.11s/it, loss=0.005, mat=0.386, sens=0.804, deg=0.000]
Ep 009/100 [S1:deg_only]:   0%| | 1/264 [00:03<09:14,  2.11s/it, loss=0.019, mat=0.386, sens=1.111, deg=0.000]
Ep 009/100 [S1:deg_only]:   1%| | 2/264 [00:03<07:39,  1.76s/it, loss=0.019, mat=0.386, sens=1.111, deg=0.000]
Ep 009/100 [S1:deg_only]:   1%| | 2/264 [00:05<07:39,  1.76s/it, loss=0.003, mat=0.390, sens=0.000, deg=0.000]
Ep 009/100 [S1:deg_only]:   1%| | 3/264 [00:05<07:08,  1.64s/it, loss=0.003, mat=0.390, sens=0.000, deg=0.000]
Ep 009/100 [S1:deg_only]:   1%| | 3/264 [00:06<07:08,  1.64s/it, loss=0.004, mat=0.385, sens=0.873, deg=0.000]
Ep 009/100 [S1:deg_only]:   2%| | 4/264 [00:06<06:53,  1.59s/it, loss=0.004, mat=0.385, sens=0.873, deg=0.000]
Ep 009/100 [S1:deg_only]:   2%| | 4/264 [00:08<06:53,  1.59s/it, loss=0.004, mat=0.398, sens=1.359, deg=0.000]
Ep 009/100 [S1:deg_only]:   2%| | 5/264 [00:08<06:43,  1.56s/it, loss=0.004, mat=0.398, sens=1.359, deg=0.000]
Ep 009/100 [S1:deg_only]:   2%| | 5/264 [00:09<06:43,  1.56s/it, loss=0.007, mat=0.396, sens=0.810, deg=0.000]
Ep 009/100 [S1:deg_only]:   2%| | 6/264 [00:09<06:47,  1.58s/it, loss=0.007, mat=0.396, sens=0.810, deg=0.000]
Ep 009/100 [S1:deg_only]:   2%| | 6/264 [00:11<06:47,  1.58s/it, loss=0.005, mat=0.390, sens=0.000, deg=0.000]
Ep 009/100 [S1:deg_only]:   3%| | 7/264 [00:11<06:39,  1.55s/it, loss=0.005, mat=0.390, sens=0.000, deg=0.000]
Ep 009/100 [S1:deg_only]:   3%| | 7/264 [00:12<06:39,  1.55s/it, loss=0.005, mat=0.397, sens=2.153, deg=0.000]
Ep 009/100 [S1:deg_only]:   3%| | 8/264 [00:12<06:33,  1.54s/it, loss=0.005, mat=0.397, sens=2.153, deg=0.000]
Ep 009/100 [S1:deg_only]:   3%| | 8/264 [00:14<06:33,  1.54s/it, loss=0.007, mat=0.396, sens=0.000, deg=0.000]
Ep 009/100 [S1:deg_only]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.007, mat=0.396, sens=0.000, deg=0.000]
Ep 009/100 [S1:deg_only]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.007, mat=0.390, sens=1.123, deg=0.000]
Ep 009/100 [S1:deg_only]:   4%| | 10/264 [00:15<06:26,  1.52s/it, loss=0.007, mat=0.390, sens=1.123, deg=0.000
Ep 009/100 [S1:deg_only]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=0.018, mat=0.396, sens=0.875, deg=0.000
Ep 009/100 [S1:deg_only]:   4%| | 11/264 [00:17<06:23,  1.52s/it, loss=0.018, mat=0.396, sens=0.875, deg=0.000
Ep 009/100 [S1:deg_only]:   4%| | 11/264 [00:18<06:23,  1.52s/it, loss=0.006, mat=0.402, sens=0.797, deg=0.000
Ep 009/100 [S1:deg_only]:   5%| | 12/264 [00:18<06:21,  1.52s/it, loss=0.006, mat=0.402, sens=0.797, deg=0.000
Ep 009/100 [S1:deg_only]:   5%| | 12/264 [00:20<06:21,  1.52s/it, loss=0.002, mat=0.390, sens=1.549, deg=0.000
Ep 009/100 [S1:deg_only]:   5%| | 13/264 [00:20<06:19,  1.51s/it, loss=0.002, mat=0.390, sens=1.549, deg=0.000
Ep 009/100 [S1:deg_only]:   5%| | 13/264 [00:21<06:19,  1.51s/it, loss=0.005, mat=0.391, sens=0.948, deg=0.000
Ep 009/100 [S1:deg_only]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.005, mat=0.391, sens=0.948, deg=0.000
Ep 009/100 [S1:deg_only]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   6%| | 15/264 [00:23<06:15,  1.51s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   6%| | 15/264 [00:24<06:15,  1.51s/it, loss=0.013, mat=0.400, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   6%| | 16/264 [00:24<06:14,  1.51s/it, loss=0.013, mat=0.400, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   6%| | 16/264 [00:26<06:14,  1.51s/it, loss=0.006, mat=0.390, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   6%| | 17/264 [00:26<06:12,  1.51s/it, loss=0.006, mat=0.390, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   6%| | 17/264 [00:27<06:12,  1.51s/it, loss=0.003, mat=0.392, sens=0.806, deg=0.000
Ep 009/100 [S1:deg_only]:   7%| | 18/264 [00:27<06:11,  1.51s/it, loss=0.003, mat=0.392, sens=0.806, deg=0.000
Ep 009/100 [S1:deg_only]:   7%| | 18/264 [00:29<06:11,  1.51s/it, loss=0.004, mat=0.390, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.004, mat=0.390, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   7%| | 19/264 [00:30<06:10,  1.51s/it, loss=0.007, mat=0.377, sens=3.760, deg=0.000
Ep 009/100 [S1:deg_only]:   8%| | 20/264 [00:30<06:14,  1.53s/it, loss=0.007, mat=0.377, sens=3.760, deg=0.000
Ep 009/100 [S1:deg_only]:   8%| | 20/264 [00:32<06:14,  1.53s/it, loss=0.004, mat=0.395, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   8%| | 21/264 [00:32<06:11,  1.53s/it, loss=0.004, mat=0.395, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   8%| | 21/264 [00:33<06:11,  1.53s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   8%| | 22/264 [00:33<06:08,  1.52s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   8%| | 22/264 [00:35<06:08,  1.52s/it, loss=0.004, mat=0.391, sens=1.093, deg=0.000
Ep 009/100 [S1:deg_only]:   9%| | 23/264 [00:35<06:06,  1.52s/it, loss=0.004, mat=0.391, sens=1.093, deg=0.000
Ep 009/100 [S1:deg_only]:   9%| | 23/264 [00:36<06:06,  1.52s/it, loss=0.008, mat=0.408, sens=1.034, deg=0.000
Ep 009/100 [S1:deg_only]:   9%| | 24/264 [00:36<06:03,  1.52s/it, loss=0.008, mat=0.408, sens=1.034, deg=0.000
Ep 009/100 [S1:deg_only]:   9%| | 24/264 [00:38<06:03,  1.52s/it, loss=0.005, mat=0.398, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   9%| | 25/264 [00:38<06:01,  1.51s/it, loss=0.005, mat=0.398, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:   9%| | 25/264 [00:40<06:01,  1.51s/it, loss=0.004, mat=0.396, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  10%| | 26/264 [00:40<05:59,  1.51s/it, loss=0.004, mat=0.396, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  10%| | 26/264 [00:41<05:59,  1.51s/it, loss=0.007, mat=0.385, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  10%| | 27/264 [00:41<05:58,  1.51s/it, loss=0.007, mat=0.385, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  10%| | 27/264 [00:43<05:58,  1.51s/it, loss=0.011, mat=0.382, sens=0.815, deg=0.000
Ep 009/100 [S1:deg_only]:  11%| | 28/264 [00:43<05:56,  1.51s/it, loss=0.011, mat=0.382, sens=0.815, deg=0.000
Ep 009/100 [S1:deg_only]:  11%| | 28/264 [00:44<05:56,  1.51s/it, loss=0.004, mat=0.379, sens=0.840, deg=0.000
Ep 009/100 [S1:deg_only]:  11%| | 29/264 [00:44<05:55,  1.51s/it, loss=0.004, mat=0.379, sens=0.840, deg=0.000
Ep 009/100 [S1:deg_only]:  11%| | 29/264 [00:46<05:55,  1.51s/it, loss=0.003, mat=0.410, sens=0.792, deg=0.000
Ep 009/100 [S1:deg_only]:  11%| | 30/264 [00:46<05:53,  1.51s/it, loss=0.003, mat=0.410, sens=0.792, deg=0.000
Ep 009/100 [S1:deg_only]:  11%| | 30/264 [00:47<05:53,  1.51s/it, loss=0.002, mat=0.402, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.002, mat=0.402, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  12%| | 31/264 [00:49<05:52,  1.51s/it, loss=0.004, mat=0.399, sens=0.798, deg=0.000
Ep 009/100 [S1:deg_only]:  12%| | 32/264 [00:49<05:50,  1.51s/it, loss=0.004, mat=0.399, sens=0.798, deg=0.000
Ep 009/100 [S1:deg_only]:  12%| | 32/264 [00:50<05:50,  1.51s/it, loss=0.003, mat=0.400, sens=0.849, deg=0.000
Ep 009/100 [S1:deg_only]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.003, mat=0.400, sens=0.849, deg=0.000
Ep 009/100 [S1:deg_only]:  12%|▏| 33/264 [00:52<05:48,  1.51s/it, loss=0.007, mat=0.379, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  13%|▏| 34/264 [00:52<05:47,  1.51s/it, loss=0.007, mat=0.379, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  13%|▏| 34/264 [00:53<05:47,  1.51s/it, loss=0.014, mat=0.391, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  13%|▏| 35/264 [00:53<05:46,  1.51s/it, loss=0.014, mat=0.391, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  13%|▏| 35/264 [00:55<05:46,  1.51s/it, loss=0.006, mat=0.392, sens=0.804, deg=0.000
Ep 009/100 [S1:deg_only]:  14%|▏| 36/264 [00:55<05:45,  1.51s/it, loss=0.006, mat=0.392, sens=0.804, deg=0.000
Ep 009/100 [S1:deg_only]:  14%|▏| 36/264 [00:56<05:45,  1.51s/it, loss=0.005, mat=0.376, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  14%|▏| 37/264 [00:56<05:43,  1.51s/it, loss=0.005, mat=0.376, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  14%|▏| 37/264 [00:58<05:43,  1.51s/it, loss=0.002, mat=0.400, sens=1.421, deg=0.000
Ep 009/100 [S1:deg_only]:  14%|▏| 38/264 [00:58<05:42,  1.51s/it, loss=0.002, mat=0.400, sens=1.421, deg=0.000
Ep 009/100 [S1:deg_only]:  14%|▏| 38/264 [00:59<05:42,  1.51s/it, loss=0.010, mat=0.383, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  15%|▏| 39/264 [00:59<05:40,  1.51s/it, loss=0.010, mat=0.383, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  15%|▏| 39/264 [01:01<05:40,  1.51s/it, loss=0.266, mat=0.398, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  15%|▏| 40/264 [01:01<05:38,  1.51s/it, loss=0.266, mat=0.398, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  15%|▏| 40/264 [01:02<05:38,  1.51s/it, loss=0.008, mat=0.392, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.008, mat=0.392, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.008, mat=0.389, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  16%|▏| 42/264 [01:04<05:36,  1.52s/it, loss=0.008, mat=0.389, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  16%|▏| 42/264 [01:05<05:36,  1.52s/it, loss=0.008, mat=0.395, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.008, mat=0.395, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  16%|▏| 43/264 [01:07<05:34,  1.51s/it, loss=0.006, mat=0.392, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  17%|▏| 44/264 [01:07<05:33,  1.52s/it, loss=0.006, mat=0.392, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  17%|▏| 44/264 [01:08<05:33,  1.52s/it, loss=0.006, mat=0.390, sens=0.796, deg=0.000
Ep 009/100 [S1:deg_only]:  17%|▏| 45/264 [01:08<05:31,  1.52s/it, loss=0.006, mat=0.390, sens=0.796, deg=0.000
Ep 009/100 [S1:deg_only]:  17%|▏| 45/264 [01:10<05:31,  1.52s/it, loss=0.010, mat=0.384, sens=0.819, deg=0.000
Ep 009/100 [S1:deg_only]:  17%|▏| 46/264 [01:10<05:30,  1.51s/it, loss=0.010, mat=0.384, sens=0.819, deg=0.000
Ep 009/100 [S1:deg_only]:  17%|▏| 46/264 [01:11<05:30,  1.51s/it, loss=0.006, mat=0.391, sens=1.183, deg=0.000
Ep 009/100 [S1:deg_only]:  18%|▏| 47/264 [01:11<05:28,  1.52s/it, loss=0.006, mat=0.391, sens=1.183, deg=0.000
Ep 009/100 [S1:deg_only]:  18%|▏| 47/264 [01:13<05:28,  1.52s/it, loss=0.004, mat=0.387, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  18%|▏| 48/264 [01:13<05:27,  1.51s/it, loss=0.004, mat=0.387, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  18%|▏| 48/264 [01:14<05:27,  1.51s/it, loss=0.004, mat=0.381, sens=4.202, deg=0.000
Ep 009/100 [S1:deg_only]:  19%|▏| 49/264 [01:14<05:25,  1.52s/it, loss=0.004, mat=0.381, sens=4.202, deg=0.000
Ep 009/100 [S1:deg_only]:  19%|▏| 49/264 [01:16<05:25,  1.52s/it, loss=0.013, mat=0.398, sens=1.115, deg=0.000
Ep 009/100 [S1:deg_only]:  19%|▏| 50/264 [01:16<05:24,  1.52s/it, loss=0.013, mat=0.398, sens=1.115, deg=0.000
Ep 009/100 [S1:deg_only]:  19%|▏| 50/264 [01:17<05:24,  1.52s/it, loss=0.006, mat=0.393, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  19%|▏| 51/264 [01:17<05:27,  1.54s/it, loss=0.006, mat=0.393, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  19%|▏| 51/264 [01:19<05:27,  1.54s/it, loss=0.030, mat=0.395, sens=0.912, deg=0.000
Ep 009/100 [S1:deg_only]:  20%|▏| 52/264 [01:19<05:25,  1.54s/it, loss=0.030, mat=0.395, sens=0.912, deg=0.000
Ep 009/100 [S1:deg_only]:  20%|▏| 52/264 [01:20<05:25,  1.54s/it, loss=0.005, mat=0.396, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  20%|▏| 53/264 [01:20<05:22,  1.53s/it, loss=0.005, mat=0.396, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  20%|▏| 53/264 [01:22<05:22,  1.53s/it, loss=0.006, mat=0.397, sens=0.815, deg=0.000
Ep 009/100 [S1:deg_only]:  20%|▏| 54/264 [01:22<05:20,  1.53s/it, loss=0.006, mat=0.397, sens=0.815, deg=0.000
Ep 009/100 [S1:deg_only]:  20%|▏| 54/264 [01:24<05:20,  1.53s/it, loss=0.004, mat=0.379, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  21%|▏| 55/264 [01:24<05:18,  1.52s/it, loss=0.004, mat=0.379, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  21%|▏| 55/264 [01:25<05:18,  1.52s/it, loss=0.002, mat=0.372, sens=0.828, deg=0.000
Ep 009/100 [S1:deg_only]:  21%|▏| 56/264 [01:25<05:16,  1.52s/it, loss=0.002, mat=0.372, sens=0.828, deg=0.000
Ep 009/100 [S1:deg_only]:  21%|▏| 56/264 [01:27<05:16,  1.52s/it, loss=0.005, mat=0.395, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  22%|▏| 57/264 [01:27<05:16,  1.53s/it, loss=0.005, mat=0.395, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  22%|▏| 57/264 [01:28<05:16,  1.53s/it, loss=0.006, mat=0.402, sens=1.219, deg=0.000
Ep 009/100 [S1:deg_only]:  22%|▏| 58/264 [01:28<05:14,  1.53s/it, loss=0.006, mat=0.402, sens=1.219, deg=0.000
Ep 009/100 [S1:deg_only]:  22%|▏| 58/264 [01:30<05:14,  1.53s/it, loss=0.004, mat=0.382, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.004, mat=0.382, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  22%|▏| 59/264 [01:31<05:11,  1.52s/it, loss=0.011, mat=0.383, sens=0.000, deg=0.002
Ep 009/100 [S1:deg_only]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.011, mat=0.383, sens=0.000, deg=0.002
Ep 009/100 [S1:deg_only]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  23%|▏| 61/264 [01:33<05:08,  1.52s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  23%|▏| 61/264 [01:34<05:08,  1.52s/it, loss=0.006, mat=0.382, sens=0.808, deg=0.000
Ep 009/100 [S1:deg_only]:  23%|▏| 62/264 [01:34<05:06,  1.52s/it, loss=0.006, mat=0.382, sens=0.808, deg=0.000
Ep 009/100 [S1:deg_only]:  23%|▏| 62/264 [01:36<05:06,  1.52s/it, loss=0.023, mat=0.378, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  24%|▏| 63/264 [01:36<05:05,  1.52s/it, loss=0.023, mat=0.378, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  24%|▏| 63/264 [01:37<05:05,  1.52s/it, loss=0.003, mat=0.388, sens=1.377, deg=0.000
Ep 009/100 [S1:deg_only]:  24%|▏| 64/264 [01:37<05:03,  1.52s/it, loss=0.003, mat=0.388, sens=1.377, deg=0.000
Ep 009/100 [S1:deg_only]:  24%|▏| 64/264 [01:39<05:03,  1.52s/it, loss=0.006, mat=0.385, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  25%|▏| 65/264 [01:39<05:06,  1.54s/it, loss=0.006, mat=0.385, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  25%|▏| 65/264 [01:40<05:06,  1.54s/it, loss=0.005, mat=0.392, sens=0.848, deg=0.000
Ep 009/100 [S1:deg_only]:  25%|▎| 66/264 [01:40<05:03,  1.53s/it, loss=0.005, mat=0.392, sens=0.848, deg=0.000
Ep 009/100 [S1:deg_only]:  25%|▎| 66/264 [01:42<05:03,  1.53s/it, loss=0.001, mat=0.404, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  25%|▎| 67/264 [01:42<05:01,  1.53s/it, loss=0.001, mat=0.404, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  25%|▎| 67/264 [01:43<05:01,  1.53s/it, loss=0.003, mat=0.396, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  26%|▎| 68/264 [01:43<04:58,  1.52s/it, loss=0.003, mat=0.396, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  26%|▎| 68/264 [01:45<04:58,  1.52s/it, loss=0.004, mat=0.379, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  26%|▎| 69/264 [01:45<04:56,  1.52s/it, loss=0.004, mat=0.379, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  26%|▎| 69/264 [01:46<04:56,  1.52s/it, loss=0.017, mat=0.376, sens=1.732, deg=0.006
Ep 009/100 [S1:deg_only]:  27%|▎| 70/264 [01:46<04:54,  1.52s/it, loss=0.017, mat=0.376, sens=1.732, deg=0.006
Ep 009/100 [S1:deg_only]:  27%|▎| 70/264 [01:48<04:54,  1.52s/it, loss=0.006, mat=0.379, sens=1.265, deg=0.000
Ep 009/100 [S1:deg_only]:  27%|▎| 71/264 [01:48<04:52,  1.52s/it, loss=0.006, mat=0.379, sens=1.265, deg=0.000
Ep 009/100 [S1:deg_only]:  27%|▎| 71/264 [01:49<04:52,  1.52s/it, loss=0.011, mat=0.389, sens=1.098, deg=0.000
Ep 009/100 [S1:deg_only]:  27%|▎| 72/264 [01:49<04:51,  1.52s/it, loss=0.011, mat=0.389, sens=1.098, deg=0.000
Ep 009/100 [S1:deg_only]:  27%|▎| 72/264 [01:51<04:51,  1.52s/it, loss=0.012, mat=0.378, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  28%|▎| 73/264 [01:51<04:49,  1.52s/it, loss=0.012, mat=0.378, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  28%|▎| 73/264 [01:52<04:49,  1.52s/it, loss=0.005, mat=0.394, sens=0.862, deg=0.000
Ep 009/100 [S1:deg_only]:  28%|▎| 74/264 [01:52<04:48,  1.52s/it, loss=0.005, mat=0.394, sens=0.862, deg=0.000
Ep 009/100 [S1:deg_only]:  28%|▎| 74/264 [01:54<04:48,  1.52s/it, loss=0.007, mat=0.394, sens=0.799, deg=0.000
Ep 009/100 [S1:deg_only]:  28%|▎| 75/264 [01:54<04:46,  1.51s/it, loss=0.007, mat=0.394, sens=0.799, deg=0.000
Ep 009/100 [S1:deg_only]:  28%|▎| 75/264 [01:55<04:46,  1.51s/it, loss=0.003, mat=0.390, sens=0.874, deg=0.001
Ep 009/100 [S1:deg_only]:  29%|▎| 76/264 [01:55<04:44,  1.51s/it, loss=0.003, mat=0.390, sens=0.874, deg=0.001
Ep 009/100 [S1:deg_only]:  29%|▎| 76/264 [01:57<04:44,  1.51s/it, loss=0.004, mat=0.391, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  29%|▎| 77/264 [01:57<04:47,  1.54s/it, loss=0.004, mat=0.391, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  29%|▎| 77/264 [01:59<04:47,  1.54s/it, loss=0.003, mat=0.384, sens=0.000, deg=0.001
Ep 009/100 [S1:deg_only]:  30%|▎| 78/264 [01:59<04:44,  1.53s/it, loss=0.003, mat=0.384, sens=0.000, deg=0.001
Ep 009/100 [S1:deg_only]:  30%|▎| 78/264 [02:00<04:44,  1.53s/it, loss=0.002, mat=0.383, sens=1.032, deg=0.000
Ep 009/100 [S1:deg_only]:  30%|▎| 79/264 [02:00<04:42,  1.53s/it, loss=0.002, mat=0.383, sens=1.032, deg=0.000
Ep 009/100 [S1:deg_only]:  30%|▎| 79/264 [02:02<04:42,  1.53s/it, loss=0.005, mat=0.381, sens=1.455, deg=0.000
Ep 009/100 [S1:deg_only]:  30%|▎| 80/264 [02:02<04:40,  1.52s/it, loss=0.005, mat=0.381, sens=1.455, deg=0.000
Ep 009/100 [S1:deg_only]:  30%|▎| 80/264 [02:03<04:40,  1.52s/it, loss=0.003, mat=0.376, sens=0.812, deg=0.000
Ep 009/100 [S1:deg_only]:  31%|▎| 81/264 [02:03<04:38,  1.52s/it, loss=0.003, mat=0.376, sens=0.812, deg=0.000
Ep 009/100 [S1:deg_only]:  31%|▎| 81/264 [02:05<04:38,  1.52s/it, loss=0.006, mat=0.398, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  31%|▎| 82/264 [02:05<04:36,  1.52s/it, loss=0.006, mat=0.398, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  31%|▎| 82/264 [02:06<04:36,  1.52s/it, loss=0.005, mat=0.383, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  31%|▎| 83/264 [02:06<04:34,  1.52s/it, loss=0.005, mat=0.383, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  31%|▎| 83/264 [02:08<04:34,  1.52s/it, loss=0.007, mat=0.386, sens=0.905, deg=0.000
Ep 009/100 [S1:deg_only]:  32%|▎| 84/264 [02:08<04:32,  1.52s/it, loss=0.007, mat=0.386, sens=0.905, deg=0.000
Ep 009/100 [S1:deg_only]:  32%|▎| 84/264 [02:09<04:32,  1.52s/it, loss=0.018, mat=0.399, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.018, mat=0.399, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  32%|▎| 85/264 [02:11<04:31,  1.52s/it, loss=0.008, mat=0.391, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  33%|▎| 86/264 [02:11<04:29,  1.51s/it, loss=0.008, mat=0.391, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  33%|▎| 86/264 [02:12<04:29,  1.51s/it, loss=0.005, mat=0.383, sens=1.302, deg=0.000
Ep 009/100 [S1:deg_only]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.005, mat=0.383, sens=1.302, deg=0.000
Ep 009/100 [S1:deg_only]:  33%|▎| 87/264 [02:14<04:27,  1.51s/it, loss=0.003, mat=0.376, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  33%|▎| 88/264 [02:14<04:26,  1.51s/it, loss=0.003, mat=0.376, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  33%|▎| 88/264 [02:15<04:26,  1.51s/it, loss=0.003, mat=0.382, sens=0.838, deg=0.000
Ep 009/100 [S1:deg_only]:  34%|▎| 89/264 [02:15<04:24,  1.51s/it, loss=0.003, mat=0.382, sens=0.838, deg=0.000
Ep 009/100 [S1:deg_only]:  34%|▎| 89/264 [02:17<04:24,  1.51s/it, loss=0.004, mat=0.402, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  34%|▎| 90/264 [02:17<04:23,  1.52s/it, loss=0.004, mat=0.402, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  34%|▎| 90/264 [02:18<04:23,  1.52s/it, loss=0.015, mat=0.363, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  34%|▎| 91/264 [02:18<04:22,  1.52s/it, loss=0.015, mat=0.363, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  34%|▎| 91/264 [02:20<04:22,  1.52s/it, loss=0.005, mat=0.408, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.005, mat=0.408, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.007, mat=0.380, sens=0.807, deg=0.000
Ep 009/100 [S1:deg_only]:  35%|▎| 93/264 [02:21<04:19,  1.52s/it, loss=0.007, mat=0.380, sens=0.807, deg=0.000
Ep 009/100 [S1:deg_only]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.002, mat=0.398, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  36%|▎| 94/264 [02:23<04:18,  1.52s/it, loss=0.002, mat=0.398, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  36%|▎| 94/264 [02:24<04:18,  1.52s/it, loss=0.008, mat=0.385, sens=1.121, deg=0.000
Ep 009/100 [S1:deg_only]:  36%|▎| 95/264 [02:24<04:20,  1.54s/it, loss=0.008, mat=0.385, sens=1.121, deg=0.000
Ep 009/100 [S1:deg_only]:  36%|▎| 95/264 [02:26<04:20,  1.54s/it, loss=0.002, mat=0.382, sens=0.897, deg=0.000
Ep 009/100 [S1:deg_only]:  36%|▎| 96/264 [02:26<04:18,  1.54s/it, loss=0.002, mat=0.382, sens=0.897, deg=0.000
Ep 009/100 [S1:deg_only]:  36%|▎| 96/264 [02:27<04:18,  1.54s/it, loss=0.001, mat=0.370, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  37%|▎| 97/264 [02:27<04:15,  1.53s/it, loss=0.001, mat=0.370, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  37%|▎| 97/264 [02:29<04:15,  1.53s/it, loss=0.005, mat=0.386, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  37%|▎| 98/264 [02:29<04:13,  1.53s/it, loss=0.005, mat=0.386, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  37%|▎| 98/264 [02:30<04:13,  1.53s/it, loss=0.007, mat=0.396, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  38%|▍| 99/264 [02:30<04:11,  1.52s/it, loss=0.007, mat=0.396, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  38%|▍| 99/264 [02:32<04:11,  1.52s/it, loss=0.003, mat=0.382, sens=0.000, deg=0.000
Ep 009/100 [S1:deg_only]:  38%|▍| 100/264 [02:32<04:10,  1.53s/it, loss=0.003, mat=0.382, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  38%|▍| 100/264 [02:34<04:10,  1.53s/it, loss=0.004, mat=0.381, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  38%|▍| 101/264 [02:34<04:08,  1.53s/it, loss=0.004, mat=0.381, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  38%|▍| 101/264 [02:35<04:08,  1.53s/it, loss=0.007, mat=0.382, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  39%|▍| 102/264 [02:35<04:06,  1.52s/it, loss=0.007, mat=0.382, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  39%|▍| 102/264 [02:37<04:06,  1.52s/it, loss=0.008, mat=0.394, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  39%|▍| 103/264 [02:37<04:04,  1.52s/it, loss=0.008, mat=0.394, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  39%|▍| 103/264 [02:38<04:04,  1.52s/it, loss=0.004, mat=0.375, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  39%|▍| 104/264 [02:38<04:02,  1.52s/it, loss=0.004, mat=0.375, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  39%|▍| 104/264 [02:40<04:02,  1.52s/it, loss=0.007, mat=0.372, sens=2.179, deg=0.00
Ep 009/100 [S1:deg_only]:  40%|▍| 105/264 [02:40<04:01,  1.52s/it, loss=0.007, mat=0.372, sens=2.179, deg=0.00
Ep 009/100 [S1:deg_only]:  40%|▍| 105/264 [02:41<04:01,  1.52s/it, loss=0.004, mat=0.391, sens=3.772, deg=0.00
Ep 009/100 [S1:deg_only]:  40%|▍| 106/264 [02:41<03:59,  1.52s/it, loss=0.004, mat=0.391, sens=3.772, deg=0.00
Ep 009/100 [S1:deg_only]:  40%|▍| 106/264 [02:43<03:59,  1.52s/it, loss=0.006, mat=0.404, sens=0.795, deg=0.00
Ep 009/100 [S1:deg_only]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.006, mat=0.404, sens=0.795, deg=0.00
Ep 009/100 [S1:deg_only]:  41%|▍| 107/264 [02:44<03:58,  1.52s/it, loss=0.003, mat=0.390, sens=0.802, deg=0.00
Ep 009/100 [S1:deg_only]:  41%|▍| 108/264 [02:44<03:56,  1.52s/it, loss=0.003, mat=0.390, sens=0.802, deg=0.00
Ep 009/100 [S1:deg_only]:  41%|▍| 108/264 [02:46<03:56,  1.52s/it, loss=0.002, mat=0.382, sens=2.671, deg=0.00
Ep 009/100 [S1:deg_only]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.002, mat=0.382, sens=2.671, deg=0.00
Ep 009/100 [S1:deg_only]:  41%|▍| 109/264 [02:47<03:55,  1.52s/it, loss=0.002, mat=0.388, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  42%|▍| 110/264 [02:47<03:56,  1.54s/it, loss=0.002, mat=0.388, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  42%|▍| 110/264 [02:49<03:56,  1.54s/it, loss=0.005, mat=0.397, sens=0.852, deg=0.00
Ep 009/100 [S1:deg_only]:  42%|▍| 111/264 [02:49<03:54,  1.53s/it, loss=0.005, mat=0.397, sens=0.852, deg=0.00
Ep 009/100 [S1:deg_only]:  42%|▍| 111/264 [02:50<03:54,  1.53s/it, loss=0.002, mat=0.389, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  42%|▍| 112/264 [02:50<03:52,  1.53s/it, loss=0.002, mat=0.389, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  42%|▍| 112/264 [02:52<03:52,  1.53s/it, loss=0.006, mat=0.397, sens=1.339, deg=0.00
Ep 009/100 [S1:deg_only]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=0.006, mat=0.397, sens=1.339, deg=0.00
Ep 009/100 [S1:deg_only]:  43%|▍| 113/264 [02:53<03:49,  1.52s/it, loss=0.004, mat=0.385, sens=1.094, deg=0.00
Ep 009/100 [S1:deg_only]:  43%|▍| 114/264 [02:53<03:48,  1.52s/it, loss=0.004, mat=0.385, sens=1.094, deg=0.00
Ep 009/100 [S1:deg_only]:  43%|▍| 114/264 [02:55<03:48,  1.52s/it, loss=0.002, mat=0.382, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  44%|▍| 115/264 [02:55<03:46,  1.52s/it, loss=0.002, mat=0.382, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  44%|▍| 115/264 [02:56<03:46,  1.52s/it, loss=0.002, mat=0.374, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  44%|▍| 116/264 [02:56<03:44,  1.52s/it, loss=0.002, mat=0.374, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.007, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  44%|▍| 117/264 [02:58<03:42,  1.52s/it, loss=0.007, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  44%|▍| 117/264 [02:59<03:42,  1.52s/it, loss=0.002, mat=0.393, sens=1.377, deg=0.00
Ep 009/100 [S1:deg_only]:  45%|▍| 118/264 [02:59<03:41,  1.51s/it, loss=0.002, mat=0.393, sens=1.377, deg=0.00
Ep 009/100 [S1:deg_only]:  45%|▍| 118/264 [03:01<03:41,  1.51s/it, loss=0.005, mat=0.395, sens=0.799, deg=0.00
Ep 009/100 [S1:deg_only]:  45%|▍| 119/264 [03:01<03:39,  1.51s/it, loss=0.005, mat=0.395, sens=0.799, deg=0.00
Ep 009/100 [S1:deg_only]:  45%|▍| 119/264 [03:02<03:39,  1.51s/it, loss=0.003, mat=0.396, sens=1.299, deg=0.00
Ep 009/100 [S1:deg_only]:  45%|▍| 120/264 [03:02<03:38,  1.51s/it, loss=0.003, mat=0.396, sens=1.299, deg=0.00
Ep 009/100 [S1:deg_only]:  45%|▍| 120/264 [03:04<03:38,  1.51s/it, loss=0.002, mat=0.380, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  46%|▍| 121/264 [03:04<03:36,  1.51s/it, loss=0.002, mat=0.380, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.004, mat=0.389, sens=1.810, deg=0.00
Ep 009/100 [S1:deg_only]:  46%|▍| 122/264 [03:05<03:37,  1.53s/it, loss=0.004, mat=0.389, sens=1.810, deg=0.00
Ep 009/100 [S1:deg_only]:  46%|▍| 122/264 [03:07<03:37,  1.53s/it, loss=0.001, mat=0.397, sens=1.137, deg=0.00
Ep 009/100 [S1:deg_only]:  47%|▍| 123/264 [03:07<03:35,  1.53s/it, loss=0.001, mat=0.397, sens=1.137, deg=0.00
Ep 009/100 [S1:deg_only]:  47%|▍| 123/264 [03:08<03:35,  1.53s/it, loss=0.003, mat=0.381, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  47%|▍| 124/264 [03:08<03:33,  1.52s/it, loss=0.003, mat=0.381, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  47%|▍| 124/264 [03:10<03:33,  1.52s/it, loss=0.005, mat=0.396, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  47%|▍| 125/264 [03:10<03:31,  1.52s/it, loss=0.005, mat=0.396, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  47%|▍| 125/264 [03:12<03:31,  1.52s/it, loss=0.002, mat=0.383, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.002, mat=0.383, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  48%|▍| 126/264 [03:13<03:29,  1.52s/it, loss=0.003, mat=0.387, sens=0.870, deg=0.00
Ep 009/100 [S1:deg_only]:  48%|▍| 127/264 [03:13<03:27,  1.52s/it, loss=0.003, mat=0.387, sens=0.870, deg=0.00
Ep 009/100 [S1:deg_only]:  48%|▍| 127/264 [03:15<03:27,  1.52s/it, loss=0.003, mat=0.391, sens=2.243, deg=0.00
Ep 009/100 [S1:deg_only]:  48%|▍| 128/264 [03:15<03:25,  1.51s/it, loss=0.003, mat=0.391, sens=2.243, deg=0.00
Ep 009/100 [S1:deg_only]:  48%|▍| 128/264 [03:16<03:25,  1.51s/it, loss=0.001, mat=0.388, sens=0.927, deg=0.00
Ep 009/100 [S1:deg_only]:  49%|▍| 129/264 [03:16<03:24,  1.51s/it, loss=0.001, mat=0.388, sens=0.927, deg=0.00
Ep 009/100 [S1:deg_only]:  49%|▍| 129/264 [03:18<03:24,  1.51s/it, loss=0.004, mat=0.372, sens=0.800, deg=0.00
Ep 009/100 [S1:deg_only]:  49%|▍| 130/264 [03:18<03:22,  1.51s/it, loss=0.004, mat=0.372, sens=0.800, deg=0.00
Ep 009/100 [S1:deg_only]:  49%|▍| 130/264 [03:19<03:22,  1.51s/it, loss=0.002, mat=0.390, sens=1.579, deg=0.00
Ep 009/100 [S1:deg_only]:  50%|▍| 131/264 [03:19<03:21,  1.51s/it, loss=0.002, mat=0.390, sens=1.579, deg=0.00
Ep 009/100 [S1:deg_only]:  50%|▍| 131/264 [03:21<03:21,  1.51s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  50%|▌| 132/264 [03:21<03:19,  1.51s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.005, mat=0.384, sens=4.049, deg=0.00
Ep 009/100 [S1:deg_only]:  50%|▌| 133/264 [03:22<03:17,  1.51s/it, loss=0.005, mat=0.384, sens=4.049, deg=0.00
Ep 009/100 [S1:deg_only]:  50%|▌| 133/264 [03:24<03:17,  1.51s/it, loss=0.001, mat=0.387, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  51%|▌| 134/264 [03:24<03:16,  1.51s/it, loss=0.001, mat=0.387, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  51%|▌| 134/264 [03:25<03:16,  1.51s/it, loss=0.002, mat=0.403, sens=0.906, deg=0.00
Ep 009/100 [S1:deg_only]:  51%|▌| 135/264 [03:25<03:15,  1.51s/it, loss=0.002, mat=0.403, sens=0.906, deg=0.00
Ep 009/100 [S1:deg_only]:  51%|▌| 135/264 [03:27<03:15,  1.51s/it, loss=0.004, mat=0.393, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.004, mat=0.393, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  52%|▌| 136/264 [03:28<03:13,  1.51s/it, loss=0.003, mat=0.400, sens=1.174, deg=0.00
Ep 009/100 [S1:deg_only]:  52%|▌| 137/264 [03:28<03:12,  1.51s/it, loss=0.003, mat=0.400, sens=1.174, deg=0.00
Ep 009/100 [S1:deg_only]:  52%|▌| 137/264 [03:30<03:12,  1.51s/it, loss=0.002, mat=0.397, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  52%|▌| 138/264 [03:30<03:10,  1.51s/it, loss=0.002, mat=0.397, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.001, mat=0.393, sens=1.060, deg=0.00
Ep 009/100 [S1:deg_only]:  53%|▌| 139/264 [03:31<03:09,  1.51s/it, loss=0.001, mat=0.393, sens=1.060, deg=0.00
Ep 009/100 [S1:deg_only]:  53%|▌| 139/264 [03:33<03:09,  1.51s/it, loss=0.002, mat=0.394, sens=0.965, deg=0.00
Ep 009/100 [S1:deg_only]:  53%|▌| 140/264 [03:33<03:10,  1.54s/it, loss=0.002, mat=0.394, sens=0.965, deg=0.00
Ep 009/100 [S1:deg_only]:  53%|▌| 140/264 [03:34<03:10,  1.54s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  53%|▌| 141/264 [03:34<03:08,  1.53s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  53%|▌| 141/264 [03:36<03:08,  1.53s/it, loss=0.004, mat=0.381, sens=0.888, deg=0.00
Ep 009/100 [S1:deg_only]:  54%|▌| 142/264 [03:36<03:05,  1.52s/it, loss=0.004, mat=0.381, sens=0.888, deg=0.00
Ep 009/100 [S1:deg_only]:  54%|▌| 142/264 [03:37<03:05,  1.52s/it, loss=0.001, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  54%|▌| 143/264 [03:37<03:04,  1.53s/it, loss=0.001, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  54%|▌| 143/264 [03:39<03:04,  1.53s/it, loss=0.002, mat=0.384, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  55%|▌| 144/264 [03:39<03:03,  1.53s/it, loss=0.002, mat=0.384, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  55%|▌| 144/264 [03:40<03:03,  1.53s/it, loss=0.128, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  55%|▌| 145/264 [03:40<03:01,  1.52s/it, loss=0.128, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  55%|▌| 145/264 [03:42<03:01,  1.52s/it, loss=0.002, mat=0.388, sens=0.802, deg=0.00
Ep 009/100 [S1:deg_only]:  55%|▌| 146/264 [03:42<02:59,  1.52s/it, loss=0.002, mat=0.388, sens=0.802, deg=0.00
Ep 009/100 [S1:deg_only]:  55%|▌| 146/264 [03:43<02:59,  1.52s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  56%|▌| 147/264 [03:43<02:57,  1.52s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  56%|▌| 147/264 [03:45<02:57,  1.52s/it, loss=0.014, mat=0.384, sens=0.831, deg=0.00
Ep 009/100 [S1:deg_only]:  56%|▌| 148/264 [03:45<02:55,  1.52s/it, loss=0.014, mat=0.384, sens=0.831, deg=0.00
Ep 009/100 [S1:deg_only]:  56%|▌| 148/264 [03:46<02:55,  1.52s/it, loss=0.005, mat=0.383, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  56%|▌| 149/264 [03:46<02:54,  1.51s/it, loss=0.005, mat=0.383, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  56%|▌| 149/264 [03:48<02:54,  1.51s/it, loss=0.003, mat=0.394, sens=0.987, deg=0.00
Ep 009/100 [S1:deg_only]:  57%|▌| 150/264 [03:48<02:52,  1.51s/it, loss=0.003, mat=0.394, sens=0.987, deg=0.00
Ep 009/100 [S1:deg_only]:  57%|▌| 150/264 [03:49<02:52,  1.51s/it, loss=0.001, mat=0.393, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  57%|▌| 151/264 [03:49<02:51,  1.51s/it, loss=0.001, mat=0.393, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  57%|▌| 151/264 [03:51<02:51,  1.51s/it, loss=0.006, mat=0.384, sens=1.433, deg=0.00
Ep 009/100 [S1:deg_only]:  58%|▌| 152/264 [03:51<02:49,  1.51s/it, loss=0.006, mat=0.384, sens=1.433, deg=0.00
Ep 009/100 [S1:deg_only]:  58%|▌| 152/264 [03:52<02:49,  1.51s/it, loss=0.002, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  58%|▌| 153/264 [03:52<02:48,  1.51s/it, loss=0.002, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  58%|▌| 153/264 [03:54<02:48,  1.51s/it, loss=0.006, mat=0.381, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  58%|▌| 154/264 [03:54<02:48,  1.53s/it, loss=0.006, mat=0.381, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  58%|▌| 154/264 [03:56<02:48,  1.53s/it, loss=0.005, mat=0.392, sens=0.836, deg=0.00
Ep 009/100 [S1:deg_only]:  59%|▌| 155/264 [03:56<02:46,  1.53s/it, loss=0.005, mat=0.392, sens=0.836, deg=0.00
Ep 009/100 [S1:deg_only]:  59%|▌| 155/264 [03:57<02:46,  1.53s/it, loss=0.001, mat=0.400, sens=1.285, deg=0.00
Ep 009/100 [S1:deg_only]:  59%|▌| 156/264 [03:57<02:44,  1.52s/it, loss=0.001, mat=0.400, sens=1.285, deg=0.00
Ep 009/100 [S1:deg_only]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.003, mat=0.398, sens=1.029, deg=0.00
Ep 009/100 [S1:deg_only]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.003, mat=0.398, sens=1.029, deg=0.00
Ep 009/100 [S1:deg_only]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.003, mat=0.381, sens=2.277, deg=0.00
Ep 009/100 [S1:deg_only]:  60%|▌| 158/264 [04:00<02:40,  1.51s/it, loss=0.003, mat=0.381, sens=2.277, deg=0.00
Ep 009/100 [S1:deg_only]:  60%|▌| 158/264 [04:02<02:40,  1.51s/it, loss=0.010, mat=0.393, sens=1.929, deg=0.00
Ep 009/100 [S1:deg_only]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.010, mat=0.393, sens=1.929, deg=0.00
Ep 009/100 [S1:deg_only]:  60%|▌| 159/264 [04:03<02:38,  1.51s/it, loss=0.001, mat=0.384, sens=0.829, deg=0.00
Ep 009/100 [S1:deg_only]:  61%|▌| 160/264 [04:03<02:37,  1.51s/it, loss=0.001, mat=0.384, sens=0.829, deg=0.00
Ep 009/100 [S1:deg_only]:  61%|▌| 160/264 [04:05<02:37,  1.51s/it, loss=0.003, mat=0.384, sens=1.467, deg=0.00
Ep 009/100 [S1:deg_only]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.003, mat=0.384, sens=1.467, deg=0.00
Ep 009/100 [S1:deg_only]:  61%|▌| 161/264 [04:06<02:35,  1.51s/it, loss=0.003, mat=0.401, sens=0.878, deg=0.00
Ep 009/100 [S1:deg_only]:  61%|▌| 162/264 [04:06<02:33,  1.51s/it, loss=0.003, mat=0.401, sens=0.878, deg=0.00
Ep 009/100 [S1:deg_only]:  61%|▌| 162/264 [04:08<02:33,  1.51s/it, loss=0.002, mat=0.392, sens=0.795, deg=0.00
Ep 009/100 [S1:deg_only]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.002, mat=0.392, sens=0.795, deg=0.00
Ep 009/100 [S1:deg_only]:  62%|▌| 163/264 [04:09<02:32,  1.51s/it, loss=0.001, mat=0.391, sens=0.979, deg=0.00
Ep 009/100 [S1:deg_only]:  62%|▌| 164/264 [04:09<02:30,  1.51s/it, loss=0.001, mat=0.391, sens=0.979, deg=0.00
Ep 009/100 [S1:deg_only]:  62%|▌| 164/264 [04:11<02:30,  1.51s/it, loss=0.002, mat=0.395, sens=0.800, deg=0.00
Ep 009/100 [S1:deg_only]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.002, mat=0.395, sens=0.800, deg=0.00
Ep 009/100 [S1:deg_only]:  62%|▋| 165/264 [04:12<02:29,  1.51s/it, loss=0.001, mat=0.396, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  63%|▋| 166/264 [04:12<02:30,  1.53s/it, loss=0.001, mat=0.396, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  63%|▋| 166/264 [04:14<02:30,  1.53s/it, loss=0.001, mat=0.380, sens=0.879, deg=0.00
Ep 009/100 [S1:deg_only]:  63%|▋| 167/264 [04:14<02:28,  1.53s/it, loss=0.001, mat=0.380, sens=0.879, deg=0.00
Ep 009/100 [S1:deg_only]:  63%|▋| 167/264 [04:15<02:28,  1.53s/it, loss=0.001, mat=0.387, sens=2.005, deg=0.00
Ep 009/100 [S1:deg_only]:  64%|▋| 168/264 [04:15<02:26,  1.53s/it, loss=0.001, mat=0.387, sens=2.005, deg=0.00
Ep 009/100 [S1:deg_only]:  64%|▋| 168/264 [04:17<02:26,  1.53s/it, loss=0.002, mat=0.397, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  64%|▋| 169/264 [04:17<02:24,  1.52s/it, loss=0.002, mat=0.397, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  64%|▋| 169/264 [04:18<02:24,  1.52s/it, loss=0.002, mat=0.391, sens=0.805, deg=0.00
Ep 009/100 [S1:deg_only]:  64%|▋| 170/264 [04:18<02:22,  1.52s/it, loss=0.002, mat=0.391, sens=0.805, deg=0.00
Ep 009/100 [S1:deg_only]:  64%|▋| 170/264 [04:20<02:22,  1.52s/it, loss=0.002, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.002, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  65%|▋| 171/264 [04:21<02:20,  1.51s/it, loss=0.001, mat=0.392, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  65%|▋| 172/264 [04:21<02:19,  1.51s/it, loss=0.001, mat=0.392, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  65%|▋| 172/264 [04:23<02:19,  1.51s/it, loss=0.003, mat=0.387, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=0.003, mat=0.387, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  66%|▋| 173/264 [04:24<02:17,  1.51s/it, loss=0.003, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  66%|▋| 174/264 [04:24<02:16,  1.51s/it, loss=0.003, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  66%|▋| 174/264 [04:26<02:16,  1.51s/it, loss=0.008, mat=0.383, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.008, mat=0.383, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.001, mat=0.412, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  67%|▋| 176/264 [04:27<02:12,  1.51s/it, loss=0.001, mat=0.412, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  67%|▋| 176/264 [04:29<02:12,  1.51s/it, loss=0.004, mat=0.390, sens=0.908, deg=0.00
Ep 009/100 [S1:deg_only]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.004, mat=0.390, sens=0.908, deg=0.00
Ep 009/100 [S1:deg_only]:  67%|▋| 177/264 [04:30<02:11,  1.51s/it, loss=0.004, mat=0.385, sens=0.890, deg=0.00
Ep 009/100 [S1:deg_only]:  67%|▋| 178/264 [04:30<02:09,  1.51s/it, loss=0.004, mat=0.385, sens=0.890, deg=0.00
Ep 009/100 [S1:deg_only]:  67%|▋| 178/264 [04:32<02:09,  1.51s/it, loss=0.004, mat=0.394, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.004, mat=0.394, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  68%|▋| 179/264 [04:33<02:08,  1.51s/it, loss=0.003, mat=0.408, sens=0.860, deg=0.00
Ep 009/100 [S1:deg_only]:  68%|▋| 180/264 [04:33<02:06,  1.51s/it, loss=0.003, mat=0.408, sens=0.860, deg=0.00
Ep 009/100 [S1:deg_only]:  68%|▋| 180/264 [04:35<02:06,  1.51s/it, loss=0.001, mat=0.399, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.001, mat=0.399, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=0.001, mat=0.398, sens=0.954, deg=0.00
Ep 009/100 [S1:deg_only]:  69%|▋| 182/264 [04:36<02:04,  1.51s/it, loss=0.001, mat=0.398, sens=0.954, deg=0.00
Ep 009/100 [S1:deg_only]:  69%|▋| 182/264 [04:38<02:04,  1.51s/it, loss=0.003, mat=0.398, sens=0.829, deg=0.00
Ep 009/100 [S1:deg_only]:  69%|▋| 183/264 [04:38<02:02,  1.51s/it, loss=0.003, mat=0.398, sens=0.829, deg=0.00
Ep 009/100 [S1:deg_only]:  69%|▋| 183/264 [04:40<02:02,  1.51s/it, loss=0.001, mat=0.399, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  70%|▋| 184/264 [04:40<02:02,  1.53s/it, loss=0.001, mat=0.399, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  70%|▋| 184/264 [04:41<02:02,  1.53s/it, loss=0.006, mat=0.385, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  70%|▋| 185/264 [04:41<02:00,  1.53s/it, loss=0.006, mat=0.385, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  70%|▋| 185/264 [04:43<02:00,  1.53s/it, loss=0.002, mat=0.389, sens=1.010, deg=0.00
Ep 009/100 [S1:deg_only]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.002, mat=0.389, sens=1.010, deg=0.00
Ep 009/100 [S1:deg_only]:  70%|▋| 186/264 [04:44<01:58,  1.52s/it, loss=0.001, mat=0.388, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  71%|▋| 187/264 [04:44<01:56,  1.52s/it, loss=0.001, mat=0.388, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  71%|▋| 187/264 [04:46<01:56,  1.52s/it, loss=0.002, mat=0.398, sens=1.682, deg=0.00
Ep 009/100 [S1:deg_only]:  71%|▋| 188/264 [04:46<01:55,  1.52s/it, loss=0.002, mat=0.398, sens=1.682, deg=0.00
Ep 009/100 [S1:deg_only]:  71%|▋| 188/264 [04:47<01:55,  1.52s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  72%|▋| 189/264 [04:49<01:53,  1.51s/it, loss=0.003, mat=0.390, sens=1.023, deg=0.00
Ep 009/100 [S1:deg_only]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.003, mat=0.390, sens=1.023, deg=0.00
Ep 009/100 [S1:deg_only]:  72%|▋| 190/264 [04:50<01:51,  1.51s/it, loss=0.004, mat=0.396, sens=0.920, deg=0.00
Ep 009/100 [S1:deg_only]:  72%|▋| 191/264 [04:50<01:50,  1.51s/it, loss=0.004, mat=0.396, sens=0.920, deg=0.00
Ep 009/100 [S1:deg_only]:  72%|▋| 191/264 [04:52<01:50,  1.51s/it, loss=0.001, mat=0.382, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  73%|▋| 192/264 [04:52<01:49,  1.51s/it, loss=0.001, mat=0.382, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  73%|▋| 192/264 [04:53<01:49,  1.51s/it, loss=0.015, mat=0.402, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  73%|▋| 193/264 [04:53<01:47,  1.51s/it, loss=0.015, mat=0.402, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  73%|▋| 193/264 [04:55<01:47,  1.51s/it, loss=0.001, mat=0.390, sens=1.344, deg=0.00
Ep 009/100 [S1:deg_only]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.001, mat=0.390, sens=1.344, deg=0.00
Ep 009/100 [S1:deg_only]:  73%|▋| 194/264 [04:56<01:45,  1.51s/it, loss=0.001, mat=0.396, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  74%|▋| 195/264 [04:56<01:44,  1.51s/it, loss=0.001, mat=0.396, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  74%|▋| 195/264 [04:58<01:44,  1.51s/it, loss=0.002, mat=0.401, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.002, mat=0.401, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  74%|▋| 196/264 [04:59<01:42,  1.51s/it, loss=0.002, mat=0.392, sens=0.806, deg=0.00
Ep 009/100 [S1:deg_only]:  75%|▋| 197/264 [04:59<01:40,  1.51s/it, loss=0.002, mat=0.392, sens=0.806, deg=0.00
Ep 009/100 [S1:deg_only]:  75%|▋| 197/264 [05:01<01:40,  1.51s/it, loss=0.002, mat=0.389, sens=1.213, deg=0.00
Ep 009/100 [S1:deg_only]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.002, mat=0.389, sens=1.213, deg=0.00
Ep 009/100 [S1:deg_only]:  75%|▊| 198/264 [05:02<01:39,  1.51s/it, loss=0.002, mat=0.385, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  75%|▊| 199/264 [05:02<01:39,  1.53s/it, loss=0.002, mat=0.385, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  75%|▊| 199/264 [05:04<01:39,  1.53s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  76%|▊| 200/264 [05:04<01:37,  1.52s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.004, mat=0.394, sens=0.972, deg=0.00
Ep 009/100 [S1:deg_only]:  76%|▊| 201/264 [05:05<01:35,  1.52s/it, loss=0.004, mat=0.394, sens=0.972, deg=0.00
Ep 009/100 [S1:deg_only]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.001, mat=0.392, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  77%|▊| 202/264 [05:07<01:34,  1.52s/it, loss=0.001, mat=0.392, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  77%|▊| 202/264 [05:08<01:34,  1.52s/it, loss=0.011, mat=0.378, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  77%|▊| 203/264 [05:08<01:32,  1.51s/it, loss=0.011, mat=0.378, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  77%|▊| 203/264 [05:10<01:32,  1.51s/it, loss=0.011, mat=0.384, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.011, mat=0.384, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.001, mat=0.379, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  78%|▊| 205/264 [05:11<01:29,  1.51s/it, loss=0.001, mat=0.379, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  78%|▊| 205/264 [05:13<01:29,  1.51s/it, loss=0.001, mat=0.387, sens=4.091, deg=0.00
Ep 009/100 [S1:deg_only]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.001, mat=0.387, sens=4.091, deg=0.00
Ep 009/100 [S1:deg_only]:  78%|▊| 206/264 [05:14<01:27,  1.51s/it, loss=0.006, mat=0.398, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  78%|▊| 207/264 [05:14<01:26,  1.51s/it, loss=0.006, mat=0.398, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  78%|▊| 207/264 [05:16<01:26,  1.51s/it, loss=0.004, mat=0.388, sens=1.007, deg=0.00
Ep 009/100 [S1:deg_only]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.004, mat=0.388, sens=1.007, deg=0.00
Ep 009/100 [S1:deg_only]:  79%|▊| 208/264 [05:17<01:24,  1.51s/it, loss=0.003, mat=0.387, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  79%|▊| 209/264 [05:17<01:23,  1.51s/it, loss=0.003, mat=0.387, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  79%|▊| 209/264 [05:19<01:23,  1.51s/it, loss=0.007, mat=0.384, sens=0.800, deg=0.00
Ep 009/100 [S1:deg_only]:  80%|▊| 210/264 [05:19<01:21,  1.52s/it, loss=0.007, mat=0.384, sens=0.800, deg=0.00
Ep 009/100 [S1:deg_only]:  80%|▊| 210/264 [05:20<01:21,  1.52s/it, loss=0.008, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  80%|▊| 211/264 [05:20<01:21,  1.54s/it, loss=0.008, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  80%|▊| 211/264 [05:22<01:21,  1.54s/it, loss=0.003, mat=0.392, sens=1.160, deg=0.00
Ep 009/100 [S1:deg_only]:  80%|▊| 212/264 [05:22<01:19,  1.53s/it, loss=0.003, mat=0.392, sens=1.160, deg=0.00
Ep 009/100 [S1:deg_only]:  80%|▊| 212/264 [05:23<01:19,  1.53s/it, loss=0.004, mat=0.391, sens=0.798, deg=0.00
Ep 009/100 [S1:deg_only]:  81%|▊| 213/264 [05:23<01:17,  1.52s/it, loss=0.004, mat=0.391, sens=0.798, deg=0.00
Ep 009/100 [S1:deg_only]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.003, mat=0.385, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  81%|▊| 214/264 [05:25<01:16,  1.52s/it, loss=0.003, mat=0.385, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  81%|▊| 214/264 [05:26<01:16,  1.52s/it, loss=0.003, mat=0.375, sens=0.982, deg=0.00
Ep 009/100 [S1:deg_only]:  81%|▊| 215/264 [05:26<01:14,  1.52s/it, loss=0.003, mat=0.375, sens=0.982, deg=0.00
Ep 009/100 [S1:deg_only]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.012, mat=0.392, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  82%|▊| 216/264 [05:28<01:12,  1.52s/it, loss=0.012, mat=0.392, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  82%|▊| 216/264 [05:30<01:12,  1.52s/it, loss=0.003, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  82%|▊| 217/264 [05:30<01:11,  1.51s/it, loss=0.003, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  82%|▊| 217/264 [05:31<01:11,  1.51s/it, loss=0.015, mat=0.375, sens=0.863, deg=0.00
Ep 009/100 [S1:deg_only]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.015, mat=0.375, sens=0.863, deg=0.00
Ep 009/100 [S1:deg_only]:  83%|▊| 218/264 [05:33<01:09,  1.51s/it, loss=0.006, mat=0.369, sens=3.206, deg=0.00
Ep 009/100 [S1:deg_only]:  83%|▊| 219/264 [05:33<01:08,  1.51s/it, loss=0.006, mat=0.369, sens=3.206, deg=0.00
Ep 009/100 [S1:deg_only]:  83%|▊| 219/264 [05:34<01:08,  1.51s/it, loss=0.002, mat=0.396, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.002, mat=0.396, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  83%|▊| 220/264 [05:36<01:06,  1.51s/it, loss=0.002, mat=0.402, sens=1.202, deg=0.00
Ep 009/100 [S1:deg_only]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.002, mat=0.402, sens=1.202, deg=0.00
Ep 009/100 [S1:deg_only]:  84%|▊| 221/264 [05:37<01:04,  1.51s/it, loss=0.002, mat=0.402, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.002, mat=0.402, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  84%|▊| 222/264 [05:39<01:03,  1.51s/it, loss=0.026, mat=0.374, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  84%|▊| 223/264 [05:39<01:01,  1.51s/it, loss=0.026, mat=0.374, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  84%|▊| 223/264 [05:40<01:01,  1.51s/it, loss=0.002, mat=0.388, sens=0.968, deg=0.00
Ep 009/100 [S1:deg_only]:  85%|▊| 224/264 [05:40<01:00,  1.51s/it, loss=0.002, mat=0.388, sens=0.968, deg=0.00
Ep 009/100 [S1:deg_only]:  85%|▊| 224/264 [05:42<01:00,  1.51s/it, loss=0.001, mat=0.384, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  85%|▊| 225/264 [05:42<00:58,  1.51s/it, loss=0.001, mat=0.384, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  85%|▊| 225/264 [05:43<00:58,  1.51s/it, loss=0.001, mat=0.385, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.001, mat=0.385, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  86%|▊| 226/264 [05:45<00:57,  1.51s/it, loss=0.002, mat=0.394, sens=0.815, deg=0.00
Ep 009/100 [S1:deg_only]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.002, mat=0.394, sens=0.815, deg=0.00
Ep 009/100 [S1:deg_only]:  86%|▊| 227/264 [05:46<00:55,  1.51s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  86%|▊| 228/264 [05:46<00:54,  1.51s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  86%|▊| 228/264 [05:48<00:54,  1.51s/it, loss=0.001, mat=0.382, sens=0.846, deg=0.00
Ep 009/100 [S1:deg_only]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=0.001, mat=0.382, sens=0.846, deg=0.00
Ep 009/100 [S1:deg_only]:  87%|▊| 229/264 [05:49<00:52,  1.51s/it, loss=0.002, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  87%|▊| 230/264 [05:49<00:51,  1.53s/it, loss=0.002, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  87%|▊| 230/264 [05:51<00:51,  1.53s/it, loss=0.002, mat=0.386, sens=0.808, deg=0.00
Ep 009/100 [S1:deg_only]:  88%|▉| 231/264 [05:51<00:50,  1.53s/it, loss=0.002, mat=0.386, sens=0.808, deg=0.00
Ep 009/100 [S1:deg_only]:  88%|▉| 231/264 [05:52<00:50,  1.53s/it, loss=0.001, mat=0.399, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  88%|▉| 232/264 [05:52<00:48,  1.52s/it, loss=0.001, mat=0.399, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.003, mat=0.405, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  88%|▉| 233/264 [05:54<00:47,  1.52s/it, loss=0.003, mat=0.405, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  88%|▉| 233/264 [05:55<00:47,  1.52s/it, loss=0.003, mat=0.392, sens=0.970, deg=0.00
Ep 009/100 [S1:deg_only]:  89%|▉| 234/264 [05:55<00:45,  1.52s/it, loss=0.003, mat=0.392, sens=0.970, deg=0.00
Ep 009/100 [S1:deg_only]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.004, mat=0.388, sens=0.808, deg=0.00
Ep 009/100 [S1:deg_only]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.004, mat=0.388, sens=0.808, deg=0.00
Ep 009/100 [S1:deg_only]:  89%|▉| 235/264 [05:58<00:43,  1.51s/it, loss=0.003, mat=0.391, sens=0.797, deg=0.00
Ep 009/100 [S1:deg_only]:  89%|▉| 236/264 [05:58<00:42,  1.51s/it, loss=0.003, mat=0.391, sens=0.797, deg=0.00
Ep 009/100 [S1:deg_only]:  89%|▉| 236/264 [06:00<00:42,  1.51s/it, loss=0.002, mat=0.381, sens=2.867, deg=0.00
Ep 009/100 [S1:deg_only]:  90%|▉| 237/264 [06:00<00:40,  1.51s/it, loss=0.002, mat=0.381, sens=2.867, deg=0.00
Ep 009/100 [S1:deg_only]:  90%|▉| 237/264 [06:01<00:40,  1.51s/it, loss=0.005, mat=0.393, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  90%|▉| 238/264 [06:01<00:39,  1.51s/it, loss=0.005, mat=0.393, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  90%|▉| 238/264 [06:03<00:39,  1.51s/it, loss=0.002, mat=0.391, sens=1.374, deg=0.00
Ep 009/100 [S1:deg_only]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.002, mat=0.391, sens=1.374, deg=0.00
Ep 009/100 [S1:deg_only]:  91%|▉| 239/264 [06:04<00:37,  1.51s/it, loss=0.006, mat=0.378, sens=0.934, deg=0.00
Ep 009/100 [S1:deg_only]:  91%|▉| 240/264 [06:04<00:36,  1.51s/it, loss=0.006, mat=0.378, sens=0.934, deg=0.00
Ep 009/100 [S1:deg_only]:  91%|▉| 240/264 [06:06<00:36,  1.51s/it, loss=0.005, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.005, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  91%|▉| 241/264 [06:07<00:34,  1.51s/it, loss=0.003, mat=0.399, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  92%|▉| 242/264 [06:07<00:33,  1.51s/it, loss=0.003, mat=0.399, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  92%|▉| 242/264 [06:09<00:33,  1.51s/it, loss=0.004, mat=0.379, sens=0.824, deg=0.00
Ep 009/100 [S1:deg_only]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.004, mat=0.379, sens=0.824, deg=0.00
Ep 009/100 [S1:deg_only]:  92%|▉| 243/264 [06:10<00:31,  1.51s/it, loss=0.002, mat=0.395, sens=0.800, deg=0.00
Ep 009/100 [S1:deg_only]:  92%|▉| 244/264 [06:10<00:30,  1.53s/it, loss=0.002, mat=0.395, sens=0.800, deg=0.00
Ep 009/100 [S1:deg_only]:  92%|▉| 244/264 [06:12<00:30,  1.53s/it, loss=0.003, mat=0.398, sens=0.795, deg=0.00
Ep 009/100 [S1:deg_only]:  93%|▉| 245/264 [06:12<00:28,  1.52s/it, loss=0.003, mat=0.398, sens=0.795, deg=0.00
Ep 009/100 [S1:deg_only]:  93%|▉| 245/264 [06:13<00:28,  1.52s/it, loss=0.002, mat=0.391, sens=1.620, deg=0.00
Ep 009/100 [S1:deg_only]:  93%|▉| 246/264 [06:13<00:27,  1.52s/it, loss=0.002, mat=0.391, sens=1.620, deg=0.00
Ep 009/100 [S1:deg_only]:  93%|▉| 246/264 [06:15<00:27,  1.52s/it, loss=0.002, mat=0.381, sens=0.823, deg=0.00
Ep 009/100 [S1:deg_only]:  94%|▉| 247/264 [06:15<00:25,  1.52s/it, loss=0.002, mat=0.381, sens=0.823, deg=0.00
Ep 009/100 [S1:deg_only]:  94%|▉| 247/264 [06:16<00:25,  1.52s/it, loss=0.002, mat=0.379, sens=1.005, deg=0.00
Ep 009/100 [S1:deg_only]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.002, mat=0.379, sens=1.005, deg=0.00
Ep 009/100 [S1:deg_only]:  94%|▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.001, mat=0.381, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.001, mat=0.381, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  94%|▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.003, mat=0.368, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.003, mat=0.368, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  95%|▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.003, mat=0.381, sens=1.093, deg=0.00
Ep 009/100 [S1:deg_only]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.003, mat=0.381, sens=1.093, deg=0.00
Ep 009/100 [S1:deg_only]:  95%|▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.012, mat=0.390, sens=0.830, deg=0.00
Ep 009/100 [S1:deg_only]:  95%|▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.012, mat=0.390, sens=0.830, deg=0.00
Ep 009/100 [S1:deg_only]:  95%|▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.003, mat=0.392, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.003, mat=0.392, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  96%|▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.003, mat=0.403, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  96%|▉| 254/264 [06:25<00:15,  1.50s/it, loss=0.003, mat=0.403, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  96%|▉| 254/264 [06:27<00:15,  1.50s/it, loss=0.003, mat=0.401, sens=0.815, deg=0.00
Ep 009/100 [S1:deg_only]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.003, mat=0.401, sens=0.815, deg=0.00
Ep 009/100 [S1:deg_only]:  97%|▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.002, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  97%|▉| 256/264 [06:29<00:12,  1.53s/it, loss=0.002, mat=0.391, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  97%|▉| 256/264 [06:30<00:12,  1.53s/it, loss=0.004, mat=0.387, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  97%|▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.004, mat=0.387, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  97%|▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.002, mat=0.383, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.002, mat=0.383, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  98%|▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.003, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  98%|▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.003, mat=0.390, sens=0.000, deg=0.00
Ep 009/100 [S1:deg_only]:  98%|▉| 259/264 [06:35<00:07,  1.51s/it, loss=0.004, mat=0.384, sens=1.011, deg=0.00
Ep 009/100 [S1:deg_only]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.004, mat=0.384, sens=1.011, deg=0.00
Ep 009/100 [S1:deg_only]:  98%|▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.001, mat=0.394, sens=0.793, deg=0.00
Ep 009/100 [S1:deg_only]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.001, mat=0.394, sens=0.793, deg=0.00
Ep 009/100 [S1:deg_only]:  99%|▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.003, mat=0.397, sens=0.882, deg=0.00
Ep 009/100 [S1:deg_only]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.003, mat=0.397, sens=0.882, deg=0.00
Ep 009/100 [S1:deg_only]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.003, mat=0.389, sens=2.020, deg=0.00
Ep 009/100 [S1:deg_only]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.003, mat=0.389, sens=2.020, deg=0.00
Ep 009/100 [S1:deg_only]: 100%|▉| 263/264 [06:41<00:01,  1.51s/it, loss=0.001, mat=0.398, sens=0.961, deg=0.00
Ep 009/100 [S1:deg_only]: 100%|█| 264/264 [06:41<00:00,  1.51s/it, loss=0.001, mat=0.398, sens=0.961, deg=0.00
                                                                                                              
Epoch 009/100 [S1:deg_only]  loss=0.0060  mat=0.3895  sens=0.6263  deg=0.0002  orth=0.0058  α=0.0 β=0.0 γ=1.0  401s

Ep 010/100 [S1:deg_only]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 010/100 [S1:deg_only]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.004, mat=0.395, sens=0.000, deg=0.000]
Ep 010/100 [S1:deg_only]:   0%| | 1/264 [00:02<08:49,  2.01s/it, loss=0.004, mat=0.395, sens=0.000, deg=0.000]
Ep 010/100 [S1:deg_only]:   0%| | 1/264 [00:03<08:49,  2.01s/it, loss=0.002, mat=0.388, sens=0.826, deg=0.000]
Ep 010/100 [S1:deg_only]:   1%| | 2/264 [00:03<07:28,  1.71s/it, loss=0.002, mat=0.388, sens=0.826, deg=0.000]
Ep 010/100 [S1:deg_only]:   1%| | 2/264 [00:05<07:28,  1.71s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.000]
Ep 010/100 [S1:deg_only]:   1%| | 3/264 [00:05<07:01,  1.61s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.000]
Ep 010/100 [S1:deg_only]:   1%| | 3/264 [00:06<07:01,  1.61s/it, loss=0.007, mat=0.402, sens=0.000, deg=0.000]
Ep 010/100 [S1:deg_only]:   2%| | 4/264 [00:06<06:48,  1.57s/it, loss=0.007, mat=0.402, sens=0.000, deg=0.000]
Ep 010/100 [S1:deg_only]:   2%| | 4/264 [00:08<06:48,  1.57s/it, loss=0.003, mat=0.406, sens=0.000, deg=0.000]
Ep 010/100 [S1:deg_only]:   2%| | 5/264 [00:08<06:40,  1.55s/it, loss=0.003, mat=0.406, sens=0.000, deg=0.000]
Ep 010/100 [S1:deg_only]:   2%| | 5/264 [00:09<06:40,  1.55s/it, loss=0.012, mat=0.399, sens=1.049, deg=0.000]
Ep 010/100 [S1:deg_only]:   2%| | 6/264 [00:09<06:35,  1.53s/it, loss=0.012, mat=0.399, sens=1.049, deg=0.000]
Ep 010/100 [S1:deg_only]:   2%| | 6/264 [00:11<06:35,  1.53s/it, loss=0.002, mat=0.380, sens=0.848, deg=0.000]
Ep 010/100 [S1:deg_only]:   3%| | 7/264 [00:11<06:31,  1.52s/it, loss=0.002, mat=0.380, sens=0.848, deg=0.000]
Ep 010/100 [S1:deg_only]:   3%| | 7/264 [00:12<06:31,  1.52s/it, loss=0.007, mat=0.390, sens=0.801, deg=0.000]
Ep 010/100 [S1:deg_only]:   3%| | 8/264 [00:12<06:28,  1.52s/it, loss=0.007, mat=0.390, sens=0.801, deg=0.000]
Ep 010/100 [S1:deg_only]:   3%| | 8/264 [00:14<06:28,  1.52s/it, loss=0.003, mat=0.388, sens=0.000, deg=0.000]
Ep 010/100 [S1:deg_only]:   3%| | 9/264 [00:14<06:25,  1.51s/it, loss=0.003, mat=0.388, sens=0.000, deg=0.000]
Ep 010/100 [S1:deg_only]:   3%| | 9/264 [00:15<06:25,  1.51s/it, loss=0.002, mat=0.395, sens=1.037, deg=0.000]
Ep 010/100 [S1:deg_only]:   4%| | 10/264 [00:15<06:32,  1.55s/it, loss=0.002, mat=0.395, sens=1.037, deg=0.000
Ep 010/100 [S1:deg_only]:   4%| | 10/264 [00:17<06:32,  1.55s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   4%| | 11/264 [00:17<06:27,  1.53s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   4%| | 11/264 [00:18<06:27,  1.53s/it, loss=0.002, mat=0.369, sens=1.371, deg=0.000
Ep 010/100 [S1:deg_only]:   5%| | 12/264 [00:18<06:23,  1.52s/it, loss=0.002, mat=0.369, sens=1.371, deg=0.000
Ep 010/100 [S1:deg_only]:   5%| | 12/264 [00:20<06:23,  1.52s/it, loss=0.001, mat=0.392, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   5%| | 13/264 [00:20<06:21,  1.52s/it, loss=0.001, mat=0.392, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   5%| | 13/264 [00:21<06:21,  1.52s/it, loss=0.004, mat=0.390, sens=1.234, deg=0.000
Ep 010/100 [S1:deg_only]:   5%| | 14/264 [00:21<06:19,  1.52s/it, loss=0.004, mat=0.390, sens=1.234, deg=0.000
Ep 010/100 [S1:deg_only]:   5%| | 14/264 [00:23<06:19,  1.52s/it, loss=0.001, mat=0.405, sens=0.818, deg=0.000
Ep 010/100 [S1:deg_only]:   6%| | 15/264 [00:23<06:17,  1.51s/it, loss=0.001, mat=0.405, sens=0.818, deg=0.000
Ep 010/100 [S1:deg_only]:   6%| | 15/264 [00:24<06:17,  1.51s/it, loss=0.002, mat=0.387, sens=3.816, deg=0.000
Ep 010/100 [S1:deg_only]:   6%| | 16/264 [00:24<06:15,  1.51s/it, loss=0.002, mat=0.387, sens=3.816, deg=0.000
Ep 010/100 [S1:deg_only]:   6%| | 16/264 [00:26<06:15,  1.51s/it, loss=0.003, mat=0.382, sens=0.806, deg=0.000
Ep 010/100 [S1:deg_only]:   6%| | 17/264 [00:26<06:13,  1.51s/it, loss=0.003, mat=0.382, sens=0.806, deg=0.000
Ep 010/100 [S1:deg_only]:   6%| | 17/264 [00:27<06:13,  1.51s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   7%| | 18/264 [00:27<06:11,  1.51s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   7%| | 18/264 [00:29<06:11,  1.51s/it, loss=0.001, mat=0.398, sens=1.634, deg=0.000
Ep 010/100 [S1:deg_only]:   7%| | 19/264 [00:29<06:08,  1.51s/it, loss=0.001, mat=0.398, sens=1.634, deg=0.000
Ep 010/100 [S1:deg_only]:   7%| | 19/264 [00:30<06:08,  1.51s/it, loss=0.002, mat=0.388, sens=0.807, deg=0.000
Ep 010/100 [S1:deg_only]:   8%| | 20/264 [00:30<06:07,  1.51s/it, loss=0.002, mat=0.388, sens=0.807, deg=0.000
Ep 010/100 [S1:deg_only]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=0.001, mat=0.381, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   8%| | 21/264 [00:32<06:06,  1.51s/it, loss=0.001, mat=0.381, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   8%| | 21/264 [00:33<06:06,  1.51s/it, loss=0.001, mat=0.397, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   8%| | 22/264 [00:33<06:04,  1.51s/it, loss=0.001, mat=0.397, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   8%| | 22/264 [00:35<06:04,  1.51s/it, loss=0.001, mat=0.390, sens=1.321, deg=0.000
Ep 010/100 [S1:deg_only]:   9%| | 23/264 [00:35<06:03,  1.51s/it, loss=0.001, mat=0.390, sens=1.321, deg=0.000
Ep 010/100 [S1:deg_only]:   9%| | 23/264 [00:36<06:03,  1.51s/it, loss=0.001, mat=0.395, sens=0.807, deg=0.000
Ep 010/100 [S1:deg_only]:   9%| | 24/264 [00:36<06:07,  1.53s/it, loss=0.001, mat=0.395, sens=0.807, deg=0.000
Ep 010/100 [S1:deg_only]:   9%| | 24/264 [00:38<06:07,  1.53s/it, loss=0.001, mat=0.398, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   9%| | 25/264 [00:38<06:03,  1.52s/it, loss=0.001, mat=0.398, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:   9%| | 25/264 [00:39<06:03,  1.52s/it, loss=0.003, mat=0.373, sens=0.811, deg=0.000
Ep 010/100 [S1:deg_only]:  10%| | 26/264 [00:39<06:01,  1.52s/it, loss=0.003, mat=0.373, sens=0.811, deg=0.000
Ep 010/100 [S1:deg_only]:  10%| | 26/264 [00:41<06:01,  1.52s/it, loss=0.005, mat=0.373, sens=0.829, deg=0.002
Ep 010/100 [S1:deg_only]:  10%| | 27/264 [00:41<05:59,  1.52s/it, loss=0.005, mat=0.373, sens=0.829, deg=0.002
Ep 010/100 [S1:deg_only]:  10%| | 27/264 [00:42<05:59,  1.52s/it, loss=0.003, mat=0.412, sens=0.982, deg=0.000
Ep 010/100 [S1:deg_only]:  11%| | 28/264 [00:42<05:57,  1.52s/it, loss=0.003, mat=0.412, sens=0.982, deg=0.000
Ep 010/100 [S1:deg_only]:  11%| | 28/264 [00:44<05:57,  1.52s/it, loss=0.001, mat=0.384, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  11%| | 29/264 [00:44<05:55,  1.51s/it, loss=0.001, mat=0.384, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  11%| | 29/264 [00:45<05:55,  1.51s/it, loss=0.004, mat=0.399, sens=3.070, deg=0.000
Ep 010/100 [S1:deg_only]:  11%| | 30/264 [00:45<05:53,  1.51s/it, loss=0.004, mat=0.399, sens=3.070, deg=0.000
Ep 010/100 [S1:deg_only]:  11%| | 30/264 [00:47<05:53,  1.51s/it, loss=0.004, mat=0.384, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.004, mat=0.384, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  12%| | 31/264 [00:48<05:52,  1.51s/it, loss=0.001, mat=0.387, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  12%| | 32/264 [00:48<05:50,  1.51s/it, loss=0.001, mat=0.387, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  12%| | 32/264 [00:50<05:50,  1.51s/it, loss=0.007, mat=0.391, sens=0.801, deg=0.000
Ep 010/100 [S1:deg_only]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.007, mat=0.391, sens=0.801, deg=0.000
Ep 010/100 [S1:deg_only]:  12%|▏| 33/264 [00:51<05:48,  1.51s/it, loss=0.001, mat=0.396, sens=0.804, deg=0.000
Ep 010/100 [S1:deg_only]:  13%|▏| 34/264 [00:51<05:47,  1.51s/it, loss=0.001, mat=0.396, sens=0.804, deg=0.000
Ep 010/100 [S1:deg_only]:  13%|▏| 34/264 [00:53<05:47,  1.51s/it, loss=0.003, mat=0.403, sens=0.819, deg=0.000
Ep 010/100 [S1:deg_only]:  13%|▏| 35/264 [00:53<05:46,  1.51s/it, loss=0.003, mat=0.403, sens=0.819, deg=0.000
Ep 010/100 [S1:deg_only]:  13%|▏| 35/264 [00:54<05:46,  1.51s/it, loss=0.002, mat=0.378, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  14%|▏| 36/264 [00:54<05:43,  1.51s/it, loss=0.002, mat=0.378, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  14%|▏| 36/264 [00:56<05:43,  1.51s/it, loss=0.003, mat=0.378, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  14%|▏| 37/264 [00:56<05:42,  1.51s/it, loss=0.003, mat=0.378, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  14%|▏| 37/264 [00:57<05:42,  1.51s/it, loss=0.004, mat=0.398, sens=0.798, deg=0.000
Ep 010/100 [S1:deg_only]:  14%|▏| 38/264 [00:57<05:41,  1.51s/it, loss=0.004, mat=0.398, sens=0.798, deg=0.000
Ep 010/100 [S1:deg_only]:  14%|▏| 38/264 [00:59<05:41,  1.51s/it, loss=0.002, mat=0.378, sens=0.820, deg=0.000
Ep 010/100 [S1:deg_only]:  15%|▏| 39/264 [00:59<05:39,  1.51s/it, loss=0.002, mat=0.378, sens=0.820, deg=0.000
Ep 010/100 [S1:deg_only]:  15%|▏| 39/264 [01:00<05:39,  1.51s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  15%|▏| 40/264 [01:00<05:37,  1.51s/it, loss=0.003, mat=0.394, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  15%|▏| 40/264 [01:02<05:37,  1.51s/it, loss=0.002, mat=0.377, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  16%|▏| 41/264 [01:02<05:36,  1.51s/it, loss=0.002, mat=0.377, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  16%|▏| 41/264 [01:03<05:36,  1.51s/it, loss=0.002, mat=0.396, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  16%|▏| 42/264 [01:03<05:34,  1.51s/it, loss=0.002, mat=0.396, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  16%|▏| 42/264 [01:05<05:34,  1.51s/it, loss=0.001, mat=0.383, sens=0.836, deg=0.000
Ep 010/100 [S1:deg_only]:  16%|▏| 43/264 [01:05<05:33,  1.51s/it, loss=0.001, mat=0.383, sens=0.836, deg=0.000
Ep 010/100 [S1:deg_only]:  16%|▏| 43/264 [01:07<05:33,  1.51s/it, loss=0.003, mat=0.392, sens=0.804, deg=0.000
Ep 010/100 [S1:deg_only]:  17%|▏| 44/264 [01:07<05:31,  1.51s/it, loss=0.003, mat=0.392, sens=0.804, deg=0.000
Ep 010/100 [S1:deg_only]:  17%|▏| 44/264 [01:08<05:31,  1.51s/it, loss=0.010, mat=0.387, sens=0.000, deg=0.001
Ep 010/100 [S1:deg_only]:  17%|▏| 45/264 [01:08<05:30,  1.51s/it, loss=0.010, mat=0.387, sens=0.000, deg=0.001
Ep 010/100 [S1:deg_only]:  17%|▏| 45/264 [01:10<05:30,  1.51s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  17%|▏| 46/264 [01:10<05:28,  1.51s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  17%|▏| 46/264 [01:11<05:28,  1.51s/it, loss=0.007, mat=0.404, sens=1.021, deg=0.000
Ep 010/100 [S1:deg_only]:  18%|▏| 47/264 [01:11<05:27,  1.51s/it, loss=0.007, mat=0.404, sens=1.021, deg=0.000
Ep 010/100 [S1:deg_only]:  18%|▏| 47/264 [01:13<05:27,  1.51s/it, loss=0.003, mat=0.388, sens=2.065, deg=0.000
Ep 010/100 [S1:deg_only]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.003, mat=0.388, sens=2.065, deg=0.000
Ep 010/100 [S1:deg_only]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=0.001, mat=0.387, sens=0.798, deg=0.000
Ep 010/100 [S1:deg_only]:  19%|▏| 49/264 [01:14<05:24,  1.51s/it, loss=0.001, mat=0.387, sens=0.798, deg=0.000
Ep 010/100 [S1:deg_only]:  19%|▏| 49/264 [01:16<05:24,  1.51s/it, loss=0.003, mat=0.383, sens=0.928, deg=0.000
Ep 010/100 [S1:deg_only]:  19%|▏| 50/264 [01:16<05:23,  1.51s/it, loss=0.003, mat=0.383, sens=0.928, deg=0.000
Ep 010/100 [S1:deg_only]:  19%|▏| 50/264 [01:17<05:23,  1.51s/it, loss=0.003, mat=0.383, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  19%|▏| 51/264 [01:17<05:21,  1.51s/it, loss=0.003, mat=0.383, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  19%|▏| 51/264 [01:19<05:21,  1.51s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.001
Ep 010/100 [S1:deg_only]:  20%|▏| 52/264 [01:19<05:20,  1.51s/it, loss=0.003, mat=0.391, sens=0.000, deg=0.001
Ep 010/100 [S1:deg_only]:  20%|▏| 52/264 [01:20<05:20,  1.51s/it, loss=0.003, mat=0.393, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  20%|▏| 53/264 [01:20<05:19,  1.51s/it, loss=0.003, mat=0.393, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  20%|▏| 53/264 [01:22<05:19,  1.51s/it, loss=0.003, mat=0.401, sens=0.891, deg=0.000
Ep 010/100 [S1:deg_only]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=0.003, mat=0.401, sens=0.891, deg=0.000
Ep 010/100 [S1:deg_only]:  20%|▏| 54/264 [01:23<05:17,  1.51s/it, loss=0.002, mat=0.390, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  21%|▏| 55/264 [01:23<05:20,  1.54s/it, loss=0.002, mat=0.390, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  21%|▏| 55/264 [01:25<05:20,  1.54s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  21%|▏| 56/264 [01:25<05:17,  1.53s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  21%|▏| 56/264 [01:26<05:17,  1.53s/it, loss=0.002, mat=0.390, sens=0.000, deg=0.001
Ep 010/100 [S1:deg_only]:  22%|▏| 57/264 [01:26<05:14,  1.52s/it, loss=0.002, mat=0.390, sens=0.000, deg=0.001
Ep 010/100 [S1:deg_only]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.002, mat=0.383, sens=0.000, deg=0.001
Ep 010/100 [S1:deg_only]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.002, mat=0.383, sens=0.000, deg=0.001
Ep 010/100 [S1:deg_only]:  22%|▏| 58/264 [01:29<05:12,  1.52s/it, loss=0.001, mat=0.412, sens=1.017, deg=0.000
Ep 010/100 [S1:deg_only]:  22%|▏| 59/264 [01:29<05:10,  1.51s/it, loss=0.001, mat=0.412, sens=1.017, deg=0.000
Ep 010/100 [S1:deg_only]:  22%|▏| 59/264 [01:31<05:10,  1.51s/it, loss=0.006, mat=0.379, sens=2.043, deg=0.000
Ep 010/100 [S1:deg_only]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.006, mat=0.379, sens=2.043, deg=0.000
Ep 010/100 [S1:deg_only]:  23%|▏| 60/264 [01:32<05:08,  1.51s/it, loss=0.001, mat=0.398, sens=1.294, deg=0.000
Ep 010/100 [S1:deg_only]:  23%|▏| 61/264 [01:32<05:06,  1.51s/it, loss=0.001, mat=0.398, sens=1.294, deg=0.000
Ep 010/100 [S1:deg_only]:  23%|▏| 61/264 [01:34<05:06,  1.51s/it, loss=0.002, mat=0.391, sens=1.225, deg=0.000
Ep 010/100 [S1:deg_only]:  23%|▏| 62/264 [01:34<05:05,  1.51s/it, loss=0.002, mat=0.391, sens=1.225, deg=0.000
Ep 010/100 [S1:deg_only]:  23%|▏| 62/264 [01:35<05:05,  1.51s/it, loss=0.003, mat=0.377, sens=1.774, deg=0.000
Ep 010/100 [S1:deg_only]:  24%|▏| 63/264 [01:35<05:04,  1.51s/it, loss=0.003, mat=0.377, sens=1.774, deg=0.000
Ep 010/100 [S1:deg_only]:  24%|▏| 63/264 [01:37<05:04,  1.51s/it, loss=0.002, mat=0.387, sens=2.035, deg=0.000
Ep 010/100 [S1:deg_only]:  24%|▏| 64/264 [01:37<05:02,  1.51s/it, loss=0.002, mat=0.387, sens=2.035, deg=0.000
Ep 010/100 [S1:deg_only]:  24%|▏| 64/264 [01:38<05:02,  1.51s/it, loss=0.001, mat=0.377, sens=0.807, deg=0.000
Ep 010/100 [S1:deg_only]:  25%|▏| 65/264 [01:38<05:01,  1.51s/it, loss=0.001, mat=0.377, sens=0.807, deg=0.000
Ep 010/100 [S1:deg_only]:  25%|▏| 65/264 [01:40<05:01,  1.51s/it, loss=0.003, mat=0.397, sens=1.335, deg=0.000
Ep 010/100 [S1:deg_only]:  25%|▎| 66/264 [01:40<04:59,  1.51s/it, loss=0.003, mat=0.397, sens=1.335, deg=0.000
Ep 010/100 [S1:deg_only]:  25%|▎| 66/264 [01:41<04:59,  1.51s/it, loss=0.003, mat=0.395, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  25%|▎| 67/264 [01:41<04:58,  1.51s/it, loss=0.003, mat=0.395, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  25%|▎| 67/264 [01:43<04:58,  1.51s/it, loss=0.003, mat=0.397, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  26%|▎| 68/264 [01:43<04:56,  1.51s/it, loss=0.003, mat=0.397, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  26%|▎| 68/264 [01:44<04:56,  1.51s/it, loss=0.002, mat=0.374, sens=0.840, deg=0.000
Ep 010/100 [S1:deg_only]:  26%|▎| 69/264 [01:44<04:59,  1.54s/it, loss=0.002, mat=0.374, sens=0.840, deg=0.000
Ep 010/100 [S1:deg_only]:  26%|▎| 69/264 [01:46<04:59,  1.54s/it, loss=0.002, mat=0.398, sens=1.382, deg=0.000
Ep 010/100 [S1:deg_only]:  27%|▎| 70/264 [01:46<04:56,  1.53s/it, loss=0.002, mat=0.398, sens=1.382, deg=0.000
Ep 010/100 [S1:deg_only]:  27%|▎| 70/264 [01:47<04:56,  1.53s/it, loss=0.002, mat=0.398, sens=1.039, deg=0.000
Ep 010/100 [S1:deg_only]:  27%|▎| 71/264 [01:47<04:54,  1.52s/it, loss=0.002, mat=0.398, sens=1.039, deg=0.000
Ep 010/100 [S1:deg_only]:  27%|▎| 71/264 [01:49<04:54,  1.52s/it, loss=0.001, mat=0.382, sens=1.110, deg=0.000
Ep 010/100 [S1:deg_only]:  27%|▎| 72/264 [01:49<04:51,  1.52s/it, loss=0.001, mat=0.382, sens=1.110, deg=0.000
Ep 010/100 [S1:deg_only]:  27%|▎| 72/264 [01:50<04:51,  1.52s/it, loss=0.002, mat=0.388, sens=2.191, deg=0.000
Ep 010/100 [S1:deg_only]:  28%|▎| 73/264 [01:50<04:49,  1.52s/it, loss=0.002, mat=0.388, sens=2.191, deg=0.000
Ep 010/100 [S1:deg_only]:  28%|▎| 73/264 [01:52<04:49,  1.52s/it, loss=0.001, mat=0.389, sens=0.801, deg=0.000
Ep 010/100 [S1:deg_only]:  28%|▎| 74/264 [01:52<04:48,  1.52s/it, loss=0.001, mat=0.389, sens=0.801, deg=0.000
Ep 010/100 [S1:deg_only]:  28%|▎| 74/264 [01:54<04:48,  1.52s/it, loss=0.002, mat=0.385, sens=0.877, deg=0.000
Ep 010/100 [S1:deg_only]:  28%|▎| 75/264 [01:54<04:46,  1.52s/it, loss=0.002, mat=0.385, sens=0.877, deg=0.000
Ep 010/100 [S1:deg_only]:  28%|▎| 75/264 [01:55<04:46,  1.52s/it, loss=0.001, mat=0.394, sens=4.557, deg=0.000
Ep 010/100 [S1:deg_only]:  29%|▎| 76/264 [01:55<04:44,  1.52s/it, loss=0.001, mat=0.394, sens=4.557, deg=0.000
Ep 010/100 [S1:deg_only]:  29%|▎| 76/264 [01:57<04:44,  1.52s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  29%|▎| 77/264 [01:57<04:42,  1.51s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  29%|▎| 77/264 [01:58<04:42,  1.51s/it, loss=0.002, mat=0.397, sens=0.969, deg=0.000
Ep 010/100 [S1:deg_only]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=0.002, mat=0.397, sens=0.969, deg=0.000
Ep 010/100 [S1:deg_only]:  30%|▎| 78/264 [02:00<04:40,  1.51s/it, loss=0.002, mat=0.394, sens=0.808, deg=0.000
Ep 010/100 [S1:deg_only]:  30%|▎| 79/264 [02:00<04:39,  1.51s/it, loss=0.002, mat=0.394, sens=0.808, deg=0.000
Ep 010/100 [S1:deg_only]:  30%|▎| 79/264 [02:01<04:39,  1.51s/it, loss=0.002, mat=0.379, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  30%|▎| 80/264 [02:01<04:37,  1.51s/it, loss=0.002, mat=0.379, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  30%|▎| 80/264 [02:03<04:37,  1.51s/it, loss=0.001, mat=0.397, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  31%|▎| 81/264 [02:03<04:40,  1.53s/it, loss=0.001, mat=0.397, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  31%|▎| 81/264 [02:04<04:40,  1.53s/it, loss=0.001, mat=0.391, sens=0.800, deg=0.000
Ep 010/100 [S1:deg_only]:  31%|▎| 82/264 [02:04<04:37,  1.53s/it, loss=0.001, mat=0.391, sens=0.800, deg=0.000
Ep 010/100 [S1:deg_only]:  31%|▎| 82/264 [02:06<04:37,  1.53s/it, loss=0.002, mat=0.386, sens=0.818, deg=0.000
Ep 010/100 [S1:deg_only]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.002, mat=0.386, sens=0.818, deg=0.000
Ep 010/100 [S1:deg_only]:  31%|▎| 83/264 [02:07<04:35,  1.52s/it, loss=0.002, mat=0.382, sens=1.058, deg=0.000
Ep 010/100 [S1:deg_only]:  32%|▎| 84/264 [02:07<04:33,  1.52s/it, loss=0.002, mat=0.382, sens=1.058, deg=0.000
Ep 010/100 [S1:deg_only]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.001, mat=0.397, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.001, mat=0.397, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  32%|▎| 85/264 [02:10<04:31,  1.52s/it, loss=0.005, mat=0.374, sens=0.911, deg=0.000
Ep 010/100 [S1:deg_only]:  33%|▎| 86/264 [02:10<04:29,  1.52s/it, loss=0.005, mat=0.374, sens=0.911, deg=0.000
Ep 010/100 [S1:deg_only]:  33%|▎| 86/264 [02:12<04:29,  1.52s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  33%|▎| 87/264 [02:13<04:27,  1.51s/it, loss=0.001, mat=0.397, sens=0.948, deg=0.000
Ep 010/100 [S1:deg_only]:  33%|▎| 88/264 [02:13<04:26,  1.51s/it, loss=0.001, mat=0.397, sens=0.948, deg=0.000
Ep 010/100 [S1:deg_only]:  33%|▎| 88/264 [02:15<04:26,  1.51s/it, loss=0.001, mat=0.391, sens=1.578, deg=0.000
Ep 010/100 [S1:deg_only]:  34%|▎| 89/264 [02:15<04:25,  1.51s/it, loss=0.001, mat=0.391, sens=1.578, deg=0.000
Ep 010/100 [S1:deg_only]:  34%|▎| 89/264 [02:16<04:25,  1.51s/it, loss=0.001, mat=0.396, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  34%|▎| 90/264 [02:16<04:23,  1.51s/it, loss=0.001, mat=0.396, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  34%|▎| 90/264 [02:18<04:23,  1.51s/it, loss=0.001, mat=0.395, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  34%|▎| 91/264 [02:18<04:21,  1.51s/it, loss=0.001, mat=0.395, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  34%|▎| 91/264 [02:19<04:21,  1.51s/it, loss=0.001, mat=0.393, sens=2.782, deg=0.000
Ep 010/100 [S1:deg_only]:  35%|▎| 92/264 [02:19<04:19,  1.51s/it, loss=0.001, mat=0.393, sens=2.782, deg=0.000
Ep 010/100 [S1:deg_only]:  35%|▎| 92/264 [02:21<04:19,  1.51s/it, loss=0.001, mat=0.381, sens=0.798, deg=0.000
Ep 010/100 [S1:deg_only]:  35%|▎| 93/264 [02:21<04:18,  1.51s/it, loss=0.001, mat=0.381, sens=0.798, deg=0.000
Ep 010/100 [S1:deg_only]:  35%|▎| 93/264 [02:22<04:18,  1.51s/it, loss=0.001, mat=0.390, sens=0.937, deg=0.000
Ep 010/100 [S1:deg_only]:  36%|▎| 94/264 [02:22<04:16,  1.51s/it, loss=0.001, mat=0.390, sens=0.937, deg=0.000
Ep 010/100 [S1:deg_only]:  36%|▎| 94/264 [02:24<04:16,  1.51s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  36%|▎| 95/264 [02:24<04:15,  1.51s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  36%|▎| 95/264 [02:25<04:15,  1.51s/it, loss=0.003, mat=0.382, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  36%|▎| 96/264 [02:25<04:13,  1.51s/it, loss=0.003, mat=0.382, sens=0.000, deg=0.000
Ep 010/100 [S1:deg_only]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=0.002, mat=0.393, sens=1.375, deg=0.000
Ep 010/100 [S1:deg_only]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.002, mat=0.393, sens=1.375, deg=0.000
Ep 010/100 [S1:deg_only]:  37%|▎| 97/264 [02:28<04:12,  1.51s/it, loss=0.001, mat=0.387, sens=1.380, deg=0.000
Ep 010/100 [S1:deg_only]:  37%|▎| 98/264 [02:28<04:10,  1.51s/it, loss=0.001, mat=0.387, sens=1.380, deg=0.000
Ep 010/100 [S1:deg_only]:  37%|▎| 98/264 [02:30<04:10,  1.51s/it, loss=0.001, mat=0.391, sens=1.407, deg=0.000
Ep 010/100 [S1:deg_only]:  38%|▍| 99/264 [02:30<04:12,  1.53s/it, loss=0.001, mat=0.391, sens=1.407, deg=0.000
Ep 010/100 [S1:deg_only]:  38%|▍| 99/264 [02:31<04:12,  1.53s/it, loss=0.002, mat=0.393, sens=0.891, deg=0.000
Ep 010/100 [S1:deg_only]:  38%|▍| 100/264 [02:31<04:10,  1.53s/it, loss=0.002, mat=0.393, sens=0.891, deg=0.00
Ep 010/100 [S1:deg_only]:  38%|▍| 100/264 [02:33<04:10,  1.53s/it, loss=0.001, mat=0.392, sens=0.901, deg=0.00
Ep 010/100 [S1:deg_only]:  38%|▍| 101/264 [02:33<04:08,  1.52s/it, loss=0.001, mat=0.392, sens=0.901, deg=0.00
Ep 010/100 [S1:deg_only]:  38%|▍| 101/264 [02:34<04:08,  1.52s/it, loss=0.001, mat=0.388, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  39%|▍| 102/264 [02:34<04:06,  1.52s/it, loss=0.001, mat=0.388, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  39%|▍| 102/264 [02:36<04:06,  1.52s/it, loss=0.003, mat=0.392, sens=0.849, deg=0.00
Ep 010/100 [S1:deg_only]:  39%|▍| 103/264 [02:36<04:04,  1.52s/it, loss=0.003, mat=0.392, sens=0.849, deg=0.00
Ep 010/100 [S1:deg_only]:  39%|▍| 103/264 [02:37<04:04,  1.52s/it, loss=0.027, mat=0.388, sens=1.159, deg=0.00
Ep 010/100 [S1:deg_only]:  39%|▍| 104/264 [02:37<04:02,  1.51s/it, loss=0.027, mat=0.388, sens=1.159, deg=0.00
Ep 010/100 [S1:deg_only]:  39%|▍| 104/264 [02:39<04:02,  1.51s/it, loss=0.001, mat=0.378, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  40%|▍| 105/264 [02:39<04:00,  1.51s/it, loss=0.001, mat=0.378, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  40%|▍| 105/264 [02:41<04:00,  1.51s/it, loss=0.003, mat=0.375, sens=0.804, deg=0.00
Ep 010/100 [S1:deg_only]:  40%|▍| 106/264 [02:41<03:58,  1.51s/it, loss=0.003, mat=0.375, sens=0.804, deg=0.00
Ep 010/100 [S1:deg_only]:  40%|▍| 106/264 [02:42<03:58,  1.51s/it, loss=0.003, mat=0.392, sens=2.166, deg=0.00
Ep 010/100 [S1:deg_only]:  41%|▍| 107/264 [02:42<03:57,  1.51s/it, loss=0.003, mat=0.392, sens=2.166, deg=0.00
Ep 010/100 [S1:deg_only]:  41%|▍| 107/264 [02:44<03:57,  1.51s/it, loss=0.002, mat=0.391, sens=0.807, deg=0.00
Ep 010/100 [S1:deg_only]:  41%|▍| 108/264 [02:44<03:55,  1.51s/it, loss=0.002, mat=0.391, sens=0.807, deg=0.00
Ep 010/100 [S1:deg_only]:  41%|▍| 108/264 [02:45<03:55,  1.51s/it, loss=0.002, mat=0.395, sens=0.970, deg=0.00
Ep 010/100 [S1:deg_only]:  41%|▍| 109/264 [02:45<03:54,  1.51s/it, loss=0.002, mat=0.395, sens=0.970, deg=0.00
Ep 010/100 [S1:deg_only]:  41%|▍| 109/264 [02:47<03:54,  1.51s/it, loss=0.001, mat=0.395, sens=0.926, deg=0.00
Ep 010/100 [S1:deg_only]:  42%|▍| 110/264 [02:47<03:55,  1.53s/it, loss=0.001, mat=0.395, sens=0.926, deg=0.00
Ep 010/100 [S1:deg_only]:  42%|▍| 110/264 [02:48<03:55,  1.53s/it, loss=0.001, mat=0.382, sens=0.808, deg=0.00
Ep 010/100 [S1:deg_only]:  42%|▍| 111/264 [02:48<03:52,  1.52s/it, loss=0.001, mat=0.382, sens=0.808, deg=0.00
Ep 010/100 [S1:deg_only]:  42%|▍| 111/264 [02:50<03:52,  1.52s/it, loss=0.001, mat=0.401, sens=2.691, deg=0.00
Ep 010/100 [S1:deg_only]:  42%|▍| 112/264 [02:50<03:50,  1.52s/it, loss=0.001, mat=0.401, sens=2.691, deg=0.00
Ep 010/100 [S1:deg_only]:  42%|▍| 112/264 [02:51<03:50,  1.52s/it, loss=0.001, mat=0.375, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  43%|▍| 113/264 [02:51<03:48,  1.52s/it, loss=0.001, mat=0.375, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  43%|▍| 113/264 [02:53<03:48,  1.52s/it, loss=0.002, mat=0.380, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  43%|▍| 114/264 [02:53<03:49,  1.53s/it, loss=0.002, mat=0.380, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  43%|▍| 114/264 [02:54<03:49,  1.53s/it, loss=0.002, mat=0.372, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  44%|▍| 115/264 [02:54<03:46,  1.52s/it, loss=0.002, mat=0.372, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  44%|▍| 115/264 [02:56<03:46,  1.52s/it, loss=0.002, mat=0.390, sens=1.001, deg=0.00
Ep 010/100 [S1:deg_only]:  44%|▍| 116/264 [02:56<03:44,  1.52s/it, loss=0.002, mat=0.390, sens=1.001, deg=0.00
Ep 010/100 [S1:deg_only]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  44%|▍| 117/264 [02:57<03:42,  1.51s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  44%|▍| 117/264 [02:59<03:42,  1.51s/it, loss=0.002, mat=0.375, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.002, mat=0.375, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.001, mat=0.392, sens=0.791, deg=0.00
Ep 010/100 [S1:deg_only]:  45%|▍| 119/264 [03:00<03:39,  1.52s/it, loss=0.001, mat=0.392, sens=0.791, deg=0.00
Ep 010/100 [S1:deg_only]:  45%|▍| 119/264 [03:02<03:39,  1.52s/it, loss=0.001, mat=0.371, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  45%|▍| 120/264 [03:02<03:37,  1.51s/it, loss=0.001, mat=0.371, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  45%|▍| 120/264 [03:03<03:37,  1.51s/it, loss=0.001, mat=0.377, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  46%|▍| 121/264 [03:03<03:35,  1.51s/it, loss=0.001, mat=0.377, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  46%|▍| 121/264 [03:05<03:35,  1.51s/it, loss=0.001, mat=0.393, sens=0.824, deg=0.00
Ep 010/100 [S1:deg_only]:  46%|▍| 122/264 [03:05<03:34,  1.51s/it, loss=0.001, mat=0.393, sens=0.824, deg=0.00
Ep 010/100 [S1:deg_only]:  46%|▍| 122/264 [03:06<03:34,  1.51s/it, loss=0.001, mat=0.384, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  47%|▍| 123/264 [03:06<03:32,  1.51s/it, loss=0.001, mat=0.384, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  47%|▍| 123/264 [03:08<03:32,  1.51s/it, loss=0.002, mat=0.396, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.002, mat=0.396, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  47%|▍| 124/264 [03:09<03:31,  1.51s/it, loss=0.001, mat=0.382, sens=0.796, deg=0.00
Ep 010/100 [S1:deg_only]:  47%|▍| 125/264 [03:09<03:29,  1.51s/it, loss=0.001, mat=0.382, sens=0.796, deg=0.00
Ep 010/100 [S1:deg_only]:  47%|▍| 125/264 [03:11<03:29,  1.51s/it, loss=0.001, mat=0.387, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  48%|▍| 126/264 [03:11<03:31,  1.53s/it, loss=0.001, mat=0.387, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  48%|▍| 126/264 [03:12<03:31,  1.53s/it, loss=0.001, mat=0.396, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  48%|▍| 127/264 [03:12<03:28,  1.52s/it, loss=0.001, mat=0.396, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  48%|▍| 127/264 [03:14<03:28,  1.52s/it, loss=0.001, mat=0.381, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  48%|▍| 128/264 [03:14<03:26,  1.52s/it, loss=0.001, mat=0.381, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  48%|▍| 128/264 [03:15<03:26,  1.52s/it, loss=0.001, mat=0.391, sens=1.615, deg=0.00
Ep 010/100 [S1:deg_only]:  49%|▍| 129/264 [03:15<03:24,  1.52s/it, loss=0.001, mat=0.391, sens=1.615, deg=0.00
Ep 010/100 [S1:deg_only]:  49%|▍| 129/264 [03:17<03:24,  1.52s/it, loss=0.002, mat=0.365, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  49%|▍| 130/264 [03:17<03:23,  1.52s/it, loss=0.002, mat=0.365, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.002, mat=0.388, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  50%|▍| 131/264 [03:18<03:21,  1.51s/it, loss=0.002, mat=0.388, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  50%|▍| 131/264 [03:20<03:21,  1.51s/it, loss=0.002, mat=0.382, sens=0.901, deg=0.00
Ep 010/100 [S1:deg_only]:  50%|▌| 132/264 [03:20<03:19,  1.51s/it, loss=0.002, mat=0.382, sens=0.901, deg=0.00
Ep 010/100 [S1:deg_only]:  50%|▌| 132/264 [03:21<03:19,  1.51s/it, loss=0.003, mat=0.391, sens=1.059, deg=0.00
Ep 010/100 [S1:deg_only]:  50%|▌| 133/264 [03:21<03:17,  1.51s/it, loss=0.003, mat=0.391, sens=1.059, deg=0.00
Ep 010/100 [S1:deg_only]:  50%|▌| 133/264 [03:23<03:17,  1.51s/it, loss=0.002, mat=0.392, sens=1.097, deg=0.00
Ep 010/100 [S1:deg_only]:  51%|▌| 134/264 [03:23<03:16,  1.51s/it, loss=0.002, mat=0.392, sens=1.097, deg=0.00
Ep 010/100 [S1:deg_only]:  51%|▌| 134/264 [03:24<03:16,  1.51s/it, loss=0.001, mat=0.393, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  51%|▌| 135/264 [03:24<03:14,  1.51s/it, loss=0.001, mat=0.393, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  51%|▌| 135/264 [03:26<03:14,  1.51s/it, loss=0.001, mat=0.385, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  52%|▌| 136/264 [03:26<03:12,  1.51s/it, loss=0.001, mat=0.385, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  52%|▌| 136/264 [03:27<03:12,  1.51s/it, loss=0.001, mat=0.390, sens=0.831, deg=0.00
Ep 010/100 [S1:deg_only]:  52%|▌| 137/264 [03:27<03:11,  1.51s/it, loss=0.001, mat=0.390, sens=0.831, deg=0.00
Ep 010/100 [S1:deg_only]:  52%|▌| 137/264 [03:29<03:11,  1.51s/it, loss=0.001, mat=0.393, sens=1.032, deg=0.00
Ep 010/100 [S1:deg_only]:  52%|▌| 138/264 [03:29<03:10,  1.51s/it, loss=0.001, mat=0.393, sens=1.032, deg=0.00
Ep 010/100 [S1:deg_only]:  52%|▌| 138/264 [03:30<03:10,  1.51s/it, loss=0.001, mat=0.379, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  53%|▌| 139/264 [03:30<03:08,  1.51s/it, loss=0.001, mat=0.379, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  53%|▌| 139/264 [03:32<03:08,  1.51s/it, loss=0.001, mat=0.372, sens=0.813, deg=0.00
Ep 010/100 [S1:deg_only]:  53%|▌| 140/264 [03:32<03:06,  1.51s/it, loss=0.001, mat=0.372, sens=0.813, deg=0.00
Ep 010/100 [S1:deg_only]:  53%|▌| 140/264 [03:33<03:06,  1.51s/it, loss=0.001, mat=0.368, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  53%|▌| 141/264 [03:33<03:05,  1.51s/it, loss=0.001, mat=0.368, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.004, mat=0.387, sens=0.797, deg=0.00
Ep 010/100 [S1:deg_only]:  54%|▌| 142/264 [03:35<03:03,  1.51s/it, loss=0.004, mat=0.387, sens=0.797, deg=0.00
Ep 010/100 [S1:deg_only]:  54%|▌| 142/264 [03:37<03:03,  1.51s/it, loss=0.002, mat=0.367, sens=1.842, deg=0.00
Ep 010/100 [S1:deg_only]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.002, mat=0.367, sens=1.842, deg=0.00
Ep 010/100 [S1:deg_only]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.002, mat=0.386, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  55%|▌| 144/264 [03:38<03:03,  1.53s/it, loss=0.002, mat=0.386, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  55%|▌| 144/264 [03:40<03:03,  1.53s/it, loss=0.001, mat=0.390, sens=2.740, deg=0.00
Ep 010/100 [S1:deg_only]:  55%|▌| 145/264 [03:40<03:01,  1.53s/it, loss=0.001, mat=0.390, sens=2.740, deg=0.00
Ep 010/100 [S1:deg_only]:  55%|▌| 145/264 [03:41<03:01,  1.53s/it, loss=0.003, mat=0.378, sens=1.084, deg=0.00
Ep 010/100 [S1:deg_only]:  55%|▌| 146/264 [03:41<02:59,  1.52s/it, loss=0.003, mat=0.378, sens=1.084, deg=0.00
Ep 010/100 [S1:deg_only]:  55%|▌| 146/264 [03:43<02:59,  1.52s/it, loss=0.001, mat=0.389, sens=0.889, deg=0.00
Ep 010/100 [S1:deg_only]:  56%|▌| 147/264 [03:43<02:57,  1.52s/it, loss=0.001, mat=0.389, sens=0.889, deg=0.00
Ep 010/100 [S1:deg_only]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.008, mat=0.368, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  56%|▌| 148/264 [03:44<02:55,  1.52s/it, loss=0.008, mat=0.368, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  56%|▌| 148/264 [03:46<02:55,  1.52s/it, loss=0.002, mat=0.404, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  56%|▌| 149/264 [03:46<02:53,  1.51s/it, loss=0.002, mat=0.404, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.001, mat=0.390, sens=1.248, deg=0.00
Ep 010/100 [S1:deg_only]:  57%|▌| 150/264 [03:47<02:52,  1.51s/it, loss=0.001, mat=0.390, sens=1.248, deg=0.00
Ep 010/100 [S1:deg_only]:  57%|▌| 150/264 [03:49<02:52,  1.51s/it, loss=0.001, mat=0.380, sens=1.523, deg=0.00
Ep 010/100 [S1:deg_only]:  57%|▌| 151/264 [03:49<02:50,  1.51s/it, loss=0.001, mat=0.380, sens=1.523, deg=0.00
Ep 010/100 [S1:deg_only]:  57%|▌| 151/264 [03:50<02:50,  1.51s/it, loss=0.001, mat=0.381, sens=0.942, deg=0.00
Ep 010/100 [S1:deg_only]:  58%|▌| 152/264 [03:50<02:48,  1.51s/it, loss=0.001, mat=0.381, sens=0.942, deg=0.00
Ep 010/100 [S1:deg_only]:  58%|▌| 152/264 [03:52<02:48,  1.51s/it, loss=0.003, mat=0.383, sens=0.944, deg=0.00
Ep 010/100 [S1:deg_only]:  58%|▌| 153/264 [03:52<02:48,  1.52s/it, loss=0.003, mat=0.383, sens=0.944, deg=0.00
Ep 010/100 [S1:deg_only]:  58%|▌| 153/264 [03:53<02:48,  1.52s/it, loss=0.002, mat=0.376, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  58%|▌| 154/264 [03:53<02:46,  1.52s/it, loss=0.002, mat=0.376, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  58%|▌| 154/264 [03:55<02:46,  1.52s/it, loss=0.001, mat=0.387, sens=0.804, deg=0.00
Ep 010/100 [S1:deg_only]:  59%|▌| 155/264 [03:55<02:45,  1.52s/it, loss=0.001, mat=0.387, sens=0.804, deg=0.00
Ep 010/100 [S1:deg_only]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.001, mat=0.362, sens=2.487, deg=0.00
Ep 010/100 [S1:deg_only]:  59%|▌| 156/264 [03:56<02:43,  1.51s/it, loss=0.001, mat=0.362, sens=2.487, deg=0.00
Ep 010/100 [S1:deg_only]:  59%|▌| 156/264 [03:58<02:43,  1.51s/it, loss=0.005, mat=0.398, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  59%|▌| 157/264 [03:58<02:41,  1.51s/it, loss=0.005, mat=0.398, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=0.010, mat=0.387, sens=1.298, deg=0.00
Ep 010/100 [S1:deg_only]:  60%|▌| 158/264 [03:59<02:42,  1.54s/it, loss=0.010, mat=0.387, sens=1.298, deg=0.00
Ep 010/100 [S1:deg_only]:  60%|▌| 158/264 [04:01<02:42,  1.54s/it, loss=0.002, mat=0.387, sens=1.083, deg=0.00
Ep 010/100 [S1:deg_only]:  60%|▌| 159/264 [04:01<02:40,  1.53s/it, loss=0.002, mat=0.387, sens=1.083, deg=0.00
Ep 010/100 [S1:deg_only]:  60%|▌| 159/264 [04:02<02:40,  1.53s/it, loss=0.002, mat=0.384, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  61%|▌| 160/264 [04:02<02:37,  1.52s/it, loss=0.002, mat=0.384, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  61%|▌| 160/264 [04:04<02:37,  1.52s/it, loss=0.002, mat=0.393, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=0.002, mat=0.393, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.001, mat=0.392, sens=0.821, deg=0.00
Ep 010/100 [S1:deg_only]:  61%|▌| 162/264 [04:05<02:34,  1.51s/it, loss=0.001, mat=0.392, sens=0.821, deg=0.00
Ep 010/100 [S1:deg_only]:  61%|▌| 162/264 [04:07<02:34,  1.51s/it, loss=0.007, mat=0.378, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  62%|▌| 163/264 [04:07<02:32,  1.51s/it, loss=0.007, mat=0.378, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.007, mat=0.391, sens=0.834, deg=0.00
Ep 010/100 [S1:deg_only]:  62%|▌| 164/264 [04:08<02:31,  1.51s/it, loss=0.007, mat=0.391, sens=0.834, deg=0.00
Ep 010/100 [S1:deg_only]:  62%|▌| 164/264 [04:10<02:31,  1.51s/it, loss=0.002, mat=0.377, sens=1.796, deg=0.00
Ep 010/100 [S1:deg_only]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.002, mat=0.377, sens=1.796, deg=0.00
Ep 010/100 [S1:deg_only]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.002, mat=0.391, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  63%|▋| 166/264 [04:11<02:27,  1.51s/it, loss=0.002, mat=0.391, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  63%|▋| 166/264 [04:13<02:27,  1.51s/it, loss=0.002, mat=0.378, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  63%|▋| 167/264 [04:13<02:26,  1.51s/it, loss=0.002, mat=0.378, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  64%|▋| 168/264 [04:14<02:24,  1.51s/it, loss=0.002, mat=0.395, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  64%|▋| 168/264 [04:16<02:24,  1.51s/it, loss=0.001, mat=0.382, sens=0.791, deg=0.00
Ep 010/100 [S1:deg_only]:  64%|▋| 169/264 [04:16<02:23,  1.51s/it, loss=0.001, mat=0.382, sens=0.791, deg=0.00
Ep 010/100 [S1:deg_only]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  64%|▋| 170/264 [04:18<02:23,  1.53s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  64%|▋| 170/264 [04:19<02:23,  1.53s/it, loss=0.002, mat=0.398, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  65%|▋| 171/264 [04:19<02:21,  1.53s/it, loss=0.002, mat=0.398, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  65%|▋| 171/264 [04:21<02:21,  1.53s/it, loss=0.003, mat=0.403, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  65%|▋| 172/264 [04:21<02:19,  1.52s/it, loss=0.003, mat=0.403, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  65%|▋| 172/264 [04:22<02:19,  1.52s/it, loss=0.002, mat=0.391, sens=1.498, deg=0.00
Ep 010/100 [S1:deg_only]:  66%|▋| 173/264 [04:22<02:17,  1.52s/it, loss=0.002, mat=0.391, sens=1.498, deg=0.00
Ep 010/100 [S1:deg_only]:  66%|▋| 173/264 [04:24<02:17,  1.52s/it, loss=0.002, mat=0.387, sens=1.306, deg=0.00
Ep 010/100 [S1:deg_only]:  66%|▋| 174/264 [04:24<02:16,  1.51s/it, loss=0.002, mat=0.387, sens=1.306, deg=0.00
Ep 010/100 [S1:deg_only]:  66%|▋| 174/264 [04:25<02:16,  1.51s/it, loss=0.001, mat=0.382, sens=0.896, deg=0.00
Ep 010/100 [S1:deg_only]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=0.001, mat=0.382, sens=0.896, deg=0.00
Ep 010/100 [S1:deg_only]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.003, mat=0.390, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  67%|▋| 176/264 [04:27<02:14,  1.52s/it, loss=0.003, mat=0.390, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  67%|▋| 176/264 [04:28<02:14,  1.52s/it, loss=0.003, mat=0.397, sens=0.821, deg=0.00
Ep 010/100 [S1:deg_only]:  67%|▋| 177/264 [04:28<02:12,  1.52s/it, loss=0.003, mat=0.397, sens=0.821, deg=0.00
Ep 010/100 [S1:deg_only]:  67%|▋| 177/264 [04:30<02:12,  1.52s/it, loss=0.004, mat=0.400, sens=0.895, deg=0.00
Ep 010/100 [S1:deg_only]:  67%|▋| 178/264 [04:30<02:10,  1.52s/it, loss=0.004, mat=0.400, sens=0.895, deg=0.00
Ep 010/100 [S1:deg_only]:  67%|▋| 178/264 [04:31<02:10,  1.52s/it, loss=0.003, mat=0.383, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  68%|▋| 179/264 [04:31<02:08,  1.52s/it, loss=0.003, mat=0.383, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  68%|▋| 179/264 [04:33<02:08,  1.52s/it, loss=0.022, mat=0.392, sens=1.248, deg=0.00
Ep 010/100 [S1:deg_only]:  68%|▋| 180/264 [04:33<02:07,  1.51s/it, loss=0.022, mat=0.392, sens=1.248, deg=0.00
Ep 010/100 [S1:deg_only]:  68%|▋| 180/264 [04:34<02:07,  1.51s/it, loss=0.002, mat=0.385, sens=0.803, deg=0.00
Ep 010/100 [S1:deg_only]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.002, mat=0.385, sens=0.803, deg=0.00
Ep 010/100 [S1:deg_only]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=0.012, mat=0.367, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  69%|▋| 182/264 [04:36<02:03,  1.51s/it, loss=0.012, mat=0.367, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  69%|▋| 182/264 [04:37<02:03,  1.51s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  69%|▋| 183/264 [04:37<02:02,  1.51s/it, loss=0.001, mat=0.390, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  69%|▋| 183/264 [04:39<02:02,  1.51s/it, loss=0.002, mat=0.390, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  70%|▋| 184/264 [04:39<02:00,  1.51s/it, loss=0.002, mat=0.390, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  70%|▋| 184/264 [04:40<02:00,  1.51s/it, loss=0.005, mat=0.405, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.005, mat=0.405, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  70%|▋| 185/264 [04:42<01:59,  1.51s/it, loss=0.003, mat=0.397, sens=1.495, deg=0.00
Ep 010/100 [S1:deg_only]:  70%|▋| 186/264 [04:42<01:57,  1.51s/it, loss=0.003, mat=0.397, sens=1.495, deg=0.00
Ep 010/100 [S1:deg_only]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.003, mat=0.388, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.003, mat=0.388, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.003, mat=0.395, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  71%|▋| 188/264 [04:45<01:56,  1.53s/it, loss=0.003, mat=0.395, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  71%|▋| 188/264 [04:46<01:56,  1.53s/it, loss=0.002, mat=0.400, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  72%|▋| 189/264 [04:46<01:54,  1.53s/it, loss=0.002, mat=0.400, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  72%|▋| 189/264 [04:48<01:54,  1.53s/it, loss=0.001, mat=0.394, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  72%|▋| 190/264 [04:48<01:52,  1.52s/it, loss=0.001, mat=0.394, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  72%|▋| 190/264 [04:49<01:52,  1.52s/it, loss=0.007, mat=0.402, sens=0.828, deg=0.00
Ep 010/100 [S1:deg_only]:  72%|▋| 191/264 [04:49<01:50,  1.52s/it, loss=0.007, mat=0.402, sens=0.828, deg=0.00
Ep 010/100 [S1:deg_only]:  72%|▋| 191/264 [04:51<01:50,  1.52s/it, loss=0.002, mat=0.388, sens=1.074, deg=0.00
Ep 010/100 [S1:deg_only]:  73%|▋| 192/264 [04:51<01:48,  1.51s/it, loss=0.002, mat=0.388, sens=1.074, deg=0.00
Ep 010/100 [S1:deg_only]:  73%|▋| 192/264 [04:52<01:48,  1.51s/it, loss=0.004, mat=0.402, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  73%|▋| 193/264 [04:52<01:47,  1.51s/it, loss=0.004, mat=0.402, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  73%|▋| 193/264 [04:54<01:47,  1.51s/it, loss=0.003, mat=0.384, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.003, mat=0.384, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.003, mat=0.401, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  74%|▋| 195/264 [04:55<01:44,  1.51s/it, loss=0.003, mat=0.401, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  74%|▋| 195/264 [04:57<01:44,  1.51s/it, loss=0.006, mat=0.399, sens=0.800, deg=0.00
Ep 010/100 [S1:deg_only]:  74%|▋| 196/264 [04:57<01:42,  1.51s/it, loss=0.006, mat=0.399, sens=0.800, deg=0.00
Ep 010/100 [S1:deg_only]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.002, mat=0.389, sens=1.379, deg=0.00
Ep 010/100 [S1:deg_only]:  75%|▋| 197/264 [04:58<01:41,  1.51s/it, loss=0.002, mat=0.389, sens=1.379, deg=0.00
Ep 010/100 [S1:deg_only]:  75%|▋| 197/264 [05:00<01:41,  1.51s/it, loss=0.002, mat=0.394, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=0.002, mat=0.394, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.003, mat=0.392, sens=0.833, deg=0.00
Ep 010/100 [S1:deg_only]:  75%|▊| 199/264 [05:01<01:38,  1.52s/it, loss=0.003, mat=0.392, sens=0.833, deg=0.00
Ep 010/100 [S1:deg_only]:  75%|▊| 199/264 [05:03<01:38,  1.52s/it, loss=0.004, mat=0.387, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  76%|▊| 200/264 [05:03<01:37,  1.52s/it, loss=0.004, mat=0.387, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  76%|▊| 200/264 [05:04<01:37,  1.52s/it, loss=0.003, mat=0.398, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  76%|▊| 201/264 [05:04<01:35,  1.52s/it, loss=0.003, mat=0.398, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  76%|▊| 201/264 [05:06<01:35,  1.52s/it, loss=0.002, mat=0.392, sens=0.814, deg=0.00
Ep 010/100 [S1:deg_only]:  77%|▊| 202/264 [05:06<01:34,  1.52s/it, loss=0.002, mat=0.392, sens=0.814, deg=0.00
Ep 010/100 [S1:deg_only]:  77%|▊| 202/264 [05:08<01:34,  1.52s/it, loss=0.004, mat=0.376, sens=0.916, deg=0.00
Ep 010/100 [S1:deg_only]:  77%|▊| 203/264 [05:08<01:33,  1.54s/it, loss=0.004, mat=0.376, sens=0.916, deg=0.00
Ep 010/100 [S1:deg_only]:  77%|▊| 203/264 [05:09<01:33,  1.54s/it, loss=0.002, mat=0.391, sens=0.801, deg=0.00
Ep 010/100 [S1:deg_only]:  77%|▊| 204/264 [05:09<01:31,  1.53s/it, loss=0.002, mat=0.391, sens=0.801, deg=0.00
Ep 010/100 [S1:deg_only]:  77%|▊| 204/264 [05:11<01:31,  1.53s/it, loss=0.001, mat=0.395, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  78%|▊| 205/264 [05:11<01:29,  1.52s/it, loss=0.001, mat=0.395, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  78%|▊| 205/264 [05:12<01:29,  1.52s/it, loss=0.004, mat=0.388, sens=1.044, deg=0.00
Ep 010/100 [S1:deg_only]:  78%|▊| 206/264 [05:12<01:28,  1.52s/it, loss=0.004, mat=0.388, sens=1.044, deg=0.00
Ep 010/100 [S1:deg_only]:  78%|▊| 206/264 [05:14<01:28,  1.52s/it, loss=0.002, mat=0.396, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  78%|▊| 207/264 [05:14<01:26,  1.52s/it, loss=0.002, mat=0.396, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  78%|▊| 207/264 [05:15<01:26,  1.52s/it, loss=0.003, mat=0.379, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  79%|▊| 208/264 [05:15<01:24,  1.51s/it, loss=0.003, mat=0.379, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  79%|▊| 208/264 [05:17<01:24,  1.51s/it, loss=0.001, mat=0.398, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  79%|▊| 209/264 [05:17<01:23,  1.51s/it, loss=0.001, mat=0.398, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  79%|▊| 209/264 [05:18<01:23,  1.51s/it, loss=0.005, mat=0.398, sens=0.794, deg=0.00
Ep 010/100 [S1:deg_only]:  80%|▊| 210/264 [05:18<01:21,  1.51s/it, loss=0.005, mat=0.398, sens=0.794, deg=0.00
Ep 010/100 [S1:deg_only]:  80%|▊| 210/264 [05:20<01:21,  1.51s/it, loss=0.002, mat=0.399, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  80%|▊| 211/264 [05:20<01:19,  1.51s/it, loss=0.002, mat=0.399, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  80%|▊| 211/264 [05:21<01:19,  1.51s/it, loss=0.001, mat=0.380, sens=0.974, deg=0.00
Ep 010/100 [S1:deg_only]:  80%|▊| 212/264 [05:21<01:18,  1.51s/it, loss=0.001, mat=0.380, sens=0.974, deg=0.00
Ep 010/100 [S1:deg_only]:  80%|▊| 212/264 [05:23<01:18,  1.51s/it, loss=0.003, mat=0.399, sens=0.796, deg=0.00
Ep 010/100 [S1:deg_only]:  81%|▊| 213/264 [05:23<01:16,  1.51s/it, loss=0.003, mat=0.399, sens=0.796, deg=0.00
Ep 010/100 [S1:deg_only]:  81%|▊| 213/264 [05:24<01:16,  1.51s/it, loss=0.003, mat=0.382, sens=0.810, deg=0.00
Ep 010/100 [S1:deg_only]:  81%|▊| 214/264 [05:24<01:15,  1.50s/it, loss=0.003, mat=0.382, sens=0.810, deg=0.00
Ep 010/100 [S1:deg_only]:  81%|▊| 214/264 [05:26<01:15,  1.50s/it, loss=0.002, mat=0.393, sens=0.804, deg=0.00
Ep 010/100 [S1:deg_only]:  81%|▊| 215/264 [05:26<01:14,  1.53s/it, loss=0.002, mat=0.393, sens=0.804, deg=0.00
Ep 010/100 [S1:deg_only]:  81%|▊| 215/264 [05:27<01:14,  1.53s/it, loss=0.008, mat=0.393, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  82%|▊| 216/264 [05:27<01:13,  1.52s/it, loss=0.008, mat=0.393, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  82%|▊| 216/264 [05:29<01:13,  1.52s/it, loss=0.003, mat=0.393, sens=1.866, deg=0.00
Ep 010/100 [S1:deg_only]:  82%|▊| 217/264 [05:29<01:11,  1.52s/it, loss=0.003, mat=0.393, sens=1.866, deg=0.00
Ep 010/100 [S1:deg_only]:  82%|▊| 217/264 [05:30<01:11,  1.52s/it, loss=0.002, mat=0.381, sens=0.873, deg=0.00
Ep 010/100 [S1:deg_only]:  83%|▊| 218/264 [05:30<01:09,  1.52s/it, loss=0.002, mat=0.381, sens=0.873, deg=0.00
Ep 010/100 [S1:deg_only]:  83%|▊| 218/264 [05:32<01:09,  1.52s/it, loss=0.002, mat=0.388, sens=2.274, deg=0.00
Ep 010/100 [S1:deg_only]:  83%|▊| 219/264 [05:32<01:08,  1.51s/it, loss=0.002, mat=0.388, sens=2.274, deg=0.00
Ep 010/100 [S1:deg_only]:  83%|▊| 219/264 [05:33<01:08,  1.51s/it, loss=0.001, mat=0.389, sens=3.790, deg=0.00
Ep 010/100 [S1:deg_only]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.001, mat=0.389, sens=3.790, deg=0.00
Ep 010/100 [S1:deg_only]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.002, mat=0.402, sens=0.791, deg=0.00
Ep 010/100 [S1:deg_only]:  84%|▊| 221/264 [05:35<01:04,  1.51s/it, loss=0.002, mat=0.402, sens=0.791, deg=0.00
Ep 010/100 [S1:deg_only]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.002, mat=0.393, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  84%|▊| 222/264 [05:36<01:03,  1.52s/it, loss=0.002, mat=0.393, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  84%|▊| 222/264 [05:38<01:03,  1.52s/it, loss=0.004, mat=0.385, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  84%|▊| 223/264 [05:38<01:02,  1.52s/it, loss=0.004, mat=0.385, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  84%|▊| 223/264 [05:39<01:02,  1.52s/it, loss=0.001, mat=0.384, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  85%|▊| 224/264 [05:39<01:00,  1.52s/it, loss=0.001, mat=0.384, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  85%|▊| 224/264 [05:41<01:00,  1.52s/it, loss=0.003, mat=0.396, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  85%|▊| 225/264 [05:41<00:59,  1.51s/it, loss=0.003, mat=0.396, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  85%|▊| 225/264 [05:42<00:59,  1.51s/it, loss=0.001, mat=0.402, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  86%|▊| 226/264 [05:42<00:57,  1.51s/it, loss=0.001, mat=0.402, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  86%|▊| 226/264 [05:44<00:57,  1.51s/it, loss=0.001, mat=0.405, sens=0.866, deg=0.00
Ep 010/100 [S1:deg_only]:  86%|▊| 227/264 [05:44<00:55,  1.51s/it, loss=0.001, mat=0.405, sens=0.866, deg=0.00
Ep 010/100 [S1:deg_only]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.000, mat=0.404, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  86%|▊| 228/264 [05:45<00:55,  1.54s/it, loss=0.000, mat=0.404, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  86%|▊| 228/264 [05:47<00:55,  1.54s/it, loss=0.002, mat=0.397, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  87%|▊| 229/264 [05:47<00:54,  1.56s/it, loss=0.002, mat=0.397, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  87%|▊| 229/264 [05:49<00:54,  1.56s/it, loss=0.001, mat=0.392, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  87%|▊| 230/264 [05:49<00:53,  1.58s/it, loss=0.001, mat=0.392, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  87%|▊| 230/264 [05:50<00:53,  1.58s/it, loss=0.001, mat=0.384, sens=0.911, deg=0.00
Ep 010/100 [S1:deg_only]:  88%|▉| 231/264 [05:50<00:52,  1.59s/it, loss=0.001, mat=0.384, sens=0.911, deg=0.00
Ep 010/100 [S1:deg_only]:  88%|▉| 231/264 [05:52<00:52,  1.59s/it, loss=0.033, mat=0.392, sens=0.871, deg=0.00
Ep 010/100 [S1:deg_only]:  88%|▉| 232/264 [05:52<00:51,  1.60s/it, loss=0.033, mat=0.392, sens=0.871, deg=0.00
Ep 010/100 [S1:deg_only]:  88%|▉| 232/264 [05:53<00:51,  1.60s/it, loss=0.003, mat=0.388, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  88%|▉| 233/264 [05:53<00:49,  1.60s/it, loss=0.003, mat=0.388, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  88%|▉| 233/264 [05:55<00:49,  1.60s/it, loss=0.001, mat=0.392, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  89%|▉| 234/264 [05:55<00:48,  1.63s/it, loss=0.001, mat=0.392, sens=0.802, deg=0.00
Ep 010/100 [S1:deg_only]:  89%|▉| 234/264 [05:57<00:48,  1.63s/it, loss=0.004, mat=0.390, sens=0.935, deg=0.00
Ep 010/100 [S1:deg_only]:  89%|▉| 235/264 [05:57<00:47,  1.63s/it, loss=0.004, mat=0.390, sens=0.935, deg=0.00
Ep 010/100 [S1:deg_only]:  89%|▉| 235/264 [05:58<00:47,  1.63s/it, loss=0.002, mat=0.398, sens=0.811, deg=0.00
Ep 010/100 [S1:deg_only]:  89%|▉| 236/264 [05:58<00:45,  1.63s/it, loss=0.002, mat=0.398, sens=0.811, deg=0.00
Ep 010/100 [S1:deg_only]:  89%|▉| 236/264 [06:00<00:45,  1.63s/it, loss=0.004, mat=0.396, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  90%|▉| 237/264 [06:00<00:43,  1.62s/it, loss=0.004, mat=0.396, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  90%|▉| 237/264 [06:02<00:43,  1.62s/it, loss=0.003, mat=0.393, sens=1.454, deg=0.00
Ep 010/100 [S1:deg_only]:  90%|▉| 238/264 [06:02<00:42,  1.62s/it, loss=0.003, mat=0.393, sens=1.454, deg=0.00
Ep 010/100 [S1:deg_only]:  90%|▉| 238/264 [06:03<00:42,  1.62s/it, loss=0.002, mat=0.398, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  91%|▉| 239/264 [06:03<00:40,  1.62s/it, loss=0.002, mat=0.398, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  91%|▉| 239/264 [06:05<00:40,  1.62s/it, loss=0.006, mat=0.390, sens=1.343, deg=0.00
Ep 010/100 [S1:deg_only]:  91%|▉| 240/264 [06:05<00:38,  1.62s/it, loss=0.006, mat=0.390, sens=1.343, deg=0.00
Ep 010/100 [S1:deg_only]:  91%|▉| 240/264 [06:07<00:38,  1.62s/it, loss=0.009, mat=0.403, sens=2.774, deg=0.00
Ep 010/100 [S1:deg_only]:  91%|▉| 241/264 [06:07<00:37,  1.61s/it, loss=0.009, mat=0.403, sens=2.774, deg=0.00
Ep 010/100 [S1:deg_only]:  91%|▉| 241/264 [06:08<00:37,  1.61s/it, loss=0.003, mat=0.400, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  92%|▉| 242/264 [06:08<00:35,  1.61s/it, loss=0.003, mat=0.400, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  92%|▉| 242/264 [06:10<00:35,  1.61s/it, loss=0.002, mat=0.404, sens=0.793, deg=0.00
Ep 010/100 [S1:deg_only]:  92%|▉| 243/264 [06:10<00:33,  1.62s/it, loss=0.002, mat=0.404, sens=0.793, deg=0.00
Ep 010/100 [S1:deg_only]:  92%|▉| 243/264 [06:11<00:33,  1.62s/it, loss=0.005, mat=0.400, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  92%|▉| 244/264 [06:11<00:32,  1.61s/it, loss=0.005, mat=0.400, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  92%|▉| 244/264 [06:13<00:32,  1.61s/it, loss=0.001, mat=0.406, sens=1.221, deg=0.00
Ep 010/100 [S1:deg_only]:  93%|▉| 245/264 [06:13<00:30,  1.62s/it, loss=0.001, mat=0.406, sens=1.221, deg=0.00
Ep 010/100 [S1:deg_only]:  93%|▉| 245/264 [06:15<00:30,  1.62s/it, loss=0.001, mat=0.389, sens=1.233, deg=0.00
Ep 010/100 [S1:deg_only]:  93%|▉| 246/264 [06:15<00:29,  1.62s/it, loss=0.001, mat=0.389, sens=1.233, deg=0.00
Ep 010/100 [S1:deg_only]:  93%|▉| 246/264 [06:16<00:29,  1.62s/it, loss=0.003, mat=0.393, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  94%|▉| 247/264 [06:16<00:27,  1.62s/it, loss=0.003, mat=0.393, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  94%|▉| 247/264 [06:18<00:27,  1.62s/it, loss=0.002, mat=0.398, sens=0.905, deg=0.00
Ep 010/100 [S1:deg_only]:  94%|▉| 248/264 [06:18<00:26,  1.64s/it, loss=0.002, mat=0.398, sens=0.905, deg=0.00
Ep 010/100 [S1:deg_only]:  94%|▉| 248/264 [06:20<00:26,  1.64s/it, loss=0.002, mat=0.382, sens=0.825, deg=0.00
Ep 010/100 [S1:deg_only]:  94%|▉| 249/264 [06:20<00:24,  1.63s/it, loss=0.002, mat=0.382, sens=0.825, deg=0.00
Ep 010/100 [S1:deg_only]:  94%|▉| 249/264 [06:21<00:24,  1.63s/it, loss=0.002, mat=0.389, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  95%|▉| 250/264 [06:21<00:22,  1.63s/it, loss=0.002, mat=0.389, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  95%|▉| 250/264 [06:23<00:22,  1.63s/it, loss=0.001, mat=0.403, sens=2.068, deg=0.00
Ep 010/100 [S1:deg_only]:  95%|▉| 251/264 [06:23<00:21,  1.62s/it, loss=0.001, mat=0.403, sens=2.068, deg=0.00
Ep 010/100 [S1:deg_only]:  95%|▉| 251/264 [06:24<00:21,  1.62s/it, loss=0.003, mat=0.387, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  95%|▉| 252/264 [06:24<00:19,  1.62s/it, loss=0.003, mat=0.387, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  95%|▉| 252/264 [06:26<00:19,  1.62s/it, loss=0.002, mat=0.403, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  96%|▉| 253/264 [06:26<00:17,  1.62s/it, loss=0.002, mat=0.403, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  96%|▉| 253/264 [06:28<00:17,  1.62s/it, loss=0.002, mat=0.403, sens=2.526, deg=0.00
Ep 010/100 [S1:deg_only]:  96%|▉| 254/264 [06:28<00:16,  1.61s/it, loss=0.002, mat=0.403, sens=2.526, deg=0.00
Ep 010/100 [S1:deg_only]:  96%|▉| 254/264 [06:29<00:16,  1.61s/it, loss=0.002, mat=0.390, sens=2.050, deg=0.00
Ep 010/100 [S1:deg_only]:  97%|▉| 255/264 [06:29<00:14,  1.58s/it, loss=0.002, mat=0.390, sens=2.050, deg=0.00
Ep 010/100 [S1:deg_only]:  97%|▉| 255/264 [06:31<00:14,  1.58s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  97%|▉| 256/264 [06:31<00:12,  1.55s/it, loss=0.001, mat=0.386, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  97%|▉| 256/264 [06:32<00:12,  1.55s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  97%|▉| 257/264 [06:32<00:10,  1.54s/it, loss=0.003, mat=0.389, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  97%|▉| 257/264 [06:34<00:10,  1.54s/it, loss=0.002, mat=0.399, sens=2.807, deg=0.00
Ep 010/100 [S1:deg_only]:  98%|▉| 258/264 [06:34<00:09,  1.53s/it, loss=0.002, mat=0.399, sens=2.807, deg=0.00
Ep 010/100 [S1:deg_only]:  98%|▉| 258/264 [06:35<00:09,  1.53s/it, loss=0.002, mat=0.407, sens=1.224, deg=0.00
Ep 010/100 [S1:deg_only]:  98%|▉| 259/264 [06:35<00:07,  1.53s/it, loss=0.002, mat=0.407, sens=1.224, deg=0.00
Ep 010/100 [S1:deg_only]:  98%|▉| 259/264 [06:37<00:07,  1.53s/it, loss=0.040, mat=0.404, sens=1.251, deg=0.00
Ep 010/100 [S1:deg_only]:  98%|▉| 260/264 [06:37<00:06,  1.55s/it, loss=0.040, mat=0.404, sens=1.251, deg=0.00
Ep 010/100 [S1:deg_only]:  98%|▉| 260/264 [06:38<00:06,  1.55s/it, loss=0.002, mat=0.386, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  99%|▉| 261/264 [06:38<00:04,  1.53s/it, loss=0.002, mat=0.386, sens=0.000, deg=0.00
Ep 010/100 [S1:deg_only]:  99%|▉| 261/264 [06:40<00:04,  1.53s/it, loss=0.002, mat=0.385, sens=2.565, deg=0.00
Ep 010/100 [S1:deg_only]:  99%|▉| 262/264 [06:40<00:03,  1.53s/it, loss=0.002, mat=0.385, sens=2.565, deg=0.00
Ep 010/100 [S1:deg_only]:  99%|▉| 262/264 [06:41<00:03,  1.53s/it, loss=0.003, mat=0.384, sens=4.037, deg=0.00
Ep 010/100 [S1:deg_only]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.003, mat=0.384, sens=4.037, deg=0.00
Ep 010/100 [S1:deg_only]: 100%|▉| 263/264 [06:43<00:01,  1.52s/it, loss=0.002, mat=0.389, sens=1.749, deg=0.00
Ep 010/100 [S1:deg_only]: 100%|█| 264/264 [06:43<00:00,  1.52s/it, loss=0.002, mat=0.389, sens=1.749, deg=0.00
                                                                                                              
Epoch 010/100 [S1:deg_only]  loss=0.0028  mat=0.3897  sens=0.7275  deg=0.0002  orth=0.0027  α=0.0 β=0.0 γ=1.0  403s

Ep 011/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 011/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.196, mat=0.384, sens=0.814, deg=0.000]
Ep 011/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:06,  2.08s/it, loss=0.196, mat=0.384, sens=0.814, deg=0.000]
Ep 011/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:06,  2.08s/it, loss=0.203, mat=0.400, sens=0.856, deg=0.000]
Ep 011/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:35,  1.74s/it, loss=0.203, mat=0.400, sens=0.856, deg=0.000]
Ep 011/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:35,  1.74s/it, loss=0.199, mat=0.392, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:04,  1.63s/it, loss=0.199, mat=0.392, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:04,  1.63s/it, loss=0.198, mat=0.390, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:49,  1.58s/it, loss=0.198, mat=0.390, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:49,  1.58s/it, loss=0.194, mat=0.385, sens=1.545, deg=0.000]
Ep 011/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:41,  1.55s/it, loss=0.194, mat=0.385, sens=1.545, deg=0.000]
Ep 011/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:41,  1.55s/it, loss=0.194, mat=0.383, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:35,  1.53s/it, loss=0.194, mat=0.383, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:35,  1.53s/it, loss=0.189, mat=0.376, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:31,  1.52s/it, loss=0.189, mat=0.376, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:31,  1.52s/it, loss=0.181, mat=0.359, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:28,  1.52s/it, loss=0.181, mat=0.359, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:28,  1.52s/it, loss=0.194, mat=0.380, sens=0.882, deg=0.000]
Ep 011/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:25,  1.51s/it, loss=0.194, mat=0.380, sens=0.882, deg=0.000]
Ep 011/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:25,  1.51s/it, loss=0.186, mat=0.370, sens=2.800, deg=0.000]
Ep 011/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:23,  1.51s/it, loss=0.186, mat=0.370, sens=2.800, deg=0.000]
Ep 011/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:23,  1.51s/it, loss=0.181, mat=0.359, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:24,  1.52s/it, loss=0.181, mat=0.359, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:24,  1.52s/it, loss=0.180, mat=0.357, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:23,  1.52s/it, loss=0.180, mat=0.357, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:23,  1.52s/it, loss=0.181, mat=0.356, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:20,  1.51s/it, loss=0.181, mat=0.356, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:20,  1.51s/it, loss=0.180, mat=0.357, sens=1.152, deg=0.000]
Ep 011/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:17,  1.51s/it, loss=0.180, mat=0.357, sens=1.152, deg=0.000]
Ep 011/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:17,  1.51s/it, loss=0.177, mat=0.352, sens=0.835, deg=0.000]
Ep 011/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:15,  1.51s/it, loss=0.177, mat=0.352, sens=0.835, deg=0.000]
Ep 011/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:15,  1.51s/it, loss=0.177, mat=0.348, sens=1.165, deg=0.000]
Ep 011/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:13,  1.51s/it, loss=0.177, mat=0.348, sens=1.165, deg=0.000]
Ep 011/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:13,  1.51s/it, loss=0.169, mat=0.335, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:11,  1.51s/it, loss=0.169, mat=0.335, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:11,  1.51s/it, loss=0.178, mat=0.354, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:10,  1.51s/it, loss=0.178, mat=0.354, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:10,  1.51s/it, loss=0.173, mat=0.327, sens=0.000, deg=0.005]
Ep 011/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:09,  1.51s/it, loss=0.173, mat=0.327, sens=0.000, deg=0.005]
Ep 011/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:09,  1.51s/it, loss=0.169, mat=0.336, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:07,  1.51s/it, loss=0.169, mat=0.336, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:07,  1.51s/it, loss=0.172, mat=0.340, sens=1.016, deg=0.000]
Ep 011/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:06,  1.51s/it, loss=0.172, mat=0.340, sens=1.016, deg=0.000]
Ep 011/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:06,  1.51s/it, loss=0.170, mat=0.330, sens=0.000, deg=0.006]
Ep 011/100 [S2:+mat]:   8%|▎   | 22/264 [00:33<06:04,  1.50s/it, loss=0.170, mat=0.330, sens=0.000, deg=0.006]
Ep 011/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:04,  1.50s/it, loss=0.169, mat=0.328, sens=0.799, deg=0.004]
Ep 011/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:03,  1.51s/it, loss=0.169, mat=0.328, sens=0.799, deg=0.004]
Ep 011/100 [S2:+mat]:   9%|▎   | 23/264 [00:36<06:03,  1.51s/it, loss=0.170, mat=0.333, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   9%|▎   | 24/264 [00:36<06:01,  1.51s/it, loss=0.170, mat=0.333, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:01,  1.51s/it, loss=0.164, mat=0.325, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<05:59,  1.50s/it, loss=0.164, mat=0.325, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:   9%|▍   | 25/264 [00:39<05:59,  1.50s/it, loss=0.157, mat=0.309, sens=1.910, deg=0.000]
Ep 011/100 [S2:+mat]:  10%|▍   | 26/264 [00:39<05:58,  1.50s/it, loss=0.157, mat=0.309, sens=1.910, deg=0.000]
Ep 011/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<05:58,  1.50s/it, loss=0.160, mat=0.316, sens=1.819, deg=0.000]
Ep 011/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<05:57,  1.51s/it, loss=0.160, mat=0.316, sens=1.819, deg=0.000]
Ep 011/100 [S2:+mat]:  10%|▍   | 27/264 [00:42<05:57,  1.51s/it, loss=0.163, mat=0.321, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  11%|▍   | 28/264 [00:42<06:00,  1.53s/it, loss=0.163, mat=0.321, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<06:00,  1.53s/it, loss=0.162, mat=0.323, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:57,  1.52s/it, loss=0.162, mat=0.323, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  11%|▍   | 29/264 [00:45<05:57,  1.52s/it, loss=0.158, mat=0.312, sens=0.878, deg=0.000]
Ep 011/100 [S2:+mat]:  11%|▍   | 30/264 [00:45<05:55,  1.52s/it, loss=0.158, mat=0.312, sens=0.878, deg=0.000]
Ep 011/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:55,  1.52s/it, loss=0.152, mat=0.300, sens=0.802, deg=0.000]
Ep 011/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:52,  1.51s/it, loss=0.152, mat=0.300, sens=0.802, deg=0.000]
Ep 011/100 [S2:+mat]:  12%|▍   | 31/264 [00:48<05:52,  1.51s/it, loss=0.155, mat=0.308, sens=0.942, deg=0.000]
Ep 011/100 [S2:+mat]:  12%|▍   | 32/264 [00:48<05:50,  1.51s/it, loss=0.155, mat=0.308, sens=0.942, deg=0.000]
Ep 011/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:50,  1.51s/it, loss=0.155, mat=0.307, sens=1.490, deg=0.000]
Ep 011/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:49,  1.51s/it, loss=0.155, mat=0.307, sens=1.490, deg=0.000]
Ep 011/100 [S2:+mat]:  12%|▌   | 33/264 [00:51<05:49,  1.51s/it, loss=0.151, mat=0.289, sens=0.000, deg=0.006]
Ep 011/100 [S2:+mat]:  13%|▌   | 34/264 [00:51<05:48,  1.52s/it, loss=0.151, mat=0.289, sens=0.000, deg=0.006]
Ep 011/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:48,  1.52s/it, loss=0.156, mat=0.310, sens=0.796, deg=0.000]
Ep 011/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:48,  1.52s/it, loss=0.156, mat=0.310, sens=0.796, deg=0.000]
Ep 011/100 [S2:+mat]:  13%|▌   | 35/264 [00:54<05:48,  1.52s/it, loss=0.149, mat=0.294, sens=1.650, deg=0.000]
Ep 011/100 [S2:+mat]:  14%|▌   | 36/264 [00:54<05:45,  1.52s/it, loss=0.149, mat=0.294, sens=1.650, deg=0.000]
Ep 011/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:45,  1.52s/it, loss=0.147, mat=0.293, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:43,  1.51s/it, loss=0.147, mat=0.293, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  14%|▌   | 37/264 [00:57<05:43,  1.51s/it, loss=0.148, mat=0.294, sens=1.913, deg=0.000]
Ep 011/100 [S2:+mat]:  14%|▌   | 38/264 [00:57<05:41,  1.51s/it, loss=0.148, mat=0.294, sens=1.913, deg=0.000]
Ep 011/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:41,  1.51s/it, loss=0.152, mat=0.301, sens=0.800, deg=0.000]
Ep 011/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:40,  1.51s/it, loss=0.152, mat=0.301, sens=0.800, deg=0.000]
Ep 011/100 [S2:+mat]:  15%|▌   | 39/264 [01:00<05:40,  1.51s/it, loss=0.152, mat=0.300, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  15%|▌   | 40/264 [01:00<05:38,  1.51s/it, loss=0.152, mat=0.300, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:38,  1.51s/it, loss=0.150, mat=0.294, sens=1.843, deg=0.000]
Ep 011/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:37,  1.51s/it, loss=0.150, mat=0.294, sens=1.843, deg=0.000]
Ep 011/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:37,  1.51s/it, loss=0.140, mat=0.277, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:40,  1.53s/it, loss=0.140, mat=0.277, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:40,  1.53s/it, loss=0.150, mat=0.293, sens=0.000, deg=0.007]
Ep 011/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:36,  1.52s/it, loss=0.150, mat=0.293, sens=0.000, deg=0.007]
Ep 011/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:36,  1.52s/it, loss=0.146, mat=0.283, sens=1.151, deg=0.000]
Ep 011/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:34,  1.52s/it, loss=0.146, mat=0.283, sens=1.151, deg=0.000]
Ep 011/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:34,  1.52s/it, loss=0.142, mat=0.279, sens=0.000, deg=0.002]
Ep 011/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:31,  1.52s/it, loss=0.142, mat=0.279, sens=0.000, deg=0.002]
Ep 011/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:31,  1.52s/it, loss=0.141, mat=0.279, sens=0.822, deg=0.000]
Ep 011/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:30,  1.52s/it, loss=0.141, mat=0.279, sens=0.822, deg=0.000]
Ep 011/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:30,  1.52s/it, loss=0.140, mat=0.277, sens=0.865, deg=0.002]
Ep 011/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:28,  1.51s/it, loss=0.140, mat=0.277, sens=0.865, deg=0.002]
Ep 011/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:28,  1.51s/it, loss=0.144, mat=0.276, sens=0.800, deg=0.010]
Ep 011/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:26,  1.51s/it, loss=0.144, mat=0.276, sens=0.800, deg=0.010]
Ep 011/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:26,  1.51s/it, loss=0.141, mat=0.279, sens=1.411, deg=0.000]
Ep 011/100 [S2:+mat]:  19%|▋   | 49/264 [01:14<05:24,  1.51s/it, loss=0.141, mat=0.279, sens=1.411, deg=0.000]
Ep 011/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:24,  1.51s/it, loss=0.140, mat=0.278, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:23,  1.51s/it, loss=0.140, mat=0.278, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:23,  1.51s/it, loss=0.138, mat=0.273, sens=2.066, deg=0.000]
Ep 011/100 [S2:+mat]:  19%|▊   | 51/264 [01:17<05:22,  1.51s/it, loss=0.138, mat=0.273, sens=2.066, deg=0.000]
Ep 011/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:22,  1.51s/it, loss=0.133, mat=0.262, sens=0.841, deg=0.000]
Ep 011/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:20,  1.51s/it, loss=0.133, mat=0.262, sens=0.841, deg=0.000]
Ep 011/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:20,  1.51s/it, loss=0.135, mat=0.263, sens=0.811, deg=0.000]
Ep 011/100 [S2:+mat]:  20%|▊   | 53/264 [01:20<05:18,  1.51s/it, loss=0.135, mat=0.263, sens=0.811, deg=0.000]
Ep 011/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:18,  1.51s/it, loss=0.133, mat=0.264, sens=0.813, deg=0.000]
Ep 011/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:21,  1.53s/it, loss=0.133, mat=0.264, sens=0.813, deg=0.000]
Ep 011/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:21,  1.53s/it, loss=0.134, mat=0.263, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  21%|▊   | 55/264 [01:23<05:18,  1.53s/it, loss=0.134, mat=0.263, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:18,  1.53s/it, loss=0.132, mat=0.262, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:16,  1.52s/it, loss=0.132, mat=0.262, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  21%|▊   | 56/264 [01:26<05:16,  1.52s/it, loss=0.125, mat=0.245, sens=0.831, deg=0.000]
Ep 011/100 [S2:+mat]:  22%|▊   | 57/264 [01:26<05:16,  1.53s/it, loss=0.125, mat=0.245, sens=0.831, deg=0.000]
Ep 011/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:16,  1.53s/it, loss=0.130, mat=0.256, sens=1.140, deg=0.001]
Ep 011/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:14,  1.53s/it, loss=0.130, mat=0.256, sens=1.140, deg=0.001]
Ep 011/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:14,  1.53s/it, loss=0.126, mat=0.250, sens=0.799, deg=0.000]
Ep 011/100 [S2:+mat]:  22%|▉   | 59/264 [01:29<05:11,  1.52s/it, loss=0.126, mat=0.250, sens=0.799, deg=0.000]
Ep 011/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:11,  1.52s/it, loss=0.129, mat=0.257, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:09,  1.52s/it, loss=0.129, mat=0.257, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  23%|▉   | 60/264 [01:32<05:09,  1.52s/it, loss=0.129, mat=0.255, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  23%|▉   | 61/264 [01:32<05:07,  1.52s/it, loss=0.129, mat=0.255, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:07,  1.52s/it, loss=0.129, mat=0.255, sens=1.292, deg=0.000]
Ep 011/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:06,  1.52s/it, loss=0.129, mat=0.255, sens=1.292, deg=0.000]
Ep 011/100 [S2:+mat]:  23%|▉   | 62/264 [01:35<05:06,  1.52s/it, loss=0.123, mat=0.243, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  24%|▉   | 63/264 [01:35<05:04,  1.52s/it, loss=0.123, mat=0.243, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:04,  1.52s/it, loss=0.124, mat=0.245, sens=3.437, deg=0.001]
Ep 011/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:02,  1.51s/it, loss=0.124, mat=0.245, sens=3.437, deg=0.001]
Ep 011/100 [S2:+mat]:  24%|▉   | 64/264 [01:38<05:02,  1.51s/it, loss=0.119, mat=0.235, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  25%|▉   | 65/264 [01:38<05:00,  1.51s/it, loss=0.119, mat=0.235, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:00,  1.51s/it, loss=0.128, mat=0.253, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  25%|█   | 66/264 [01:40<04:59,  1.51s/it, loss=0.128, mat=0.253, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  25%|█   | 66/264 [01:41<04:59,  1.51s/it, loss=0.124, mat=0.246, sens=0.811, deg=0.001]
Ep 011/100 [S2:+mat]:  25%|█   | 67/264 [01:41<04:57,  1.51s/it, loss=0.124, mat=0.246, sens=0.811, deg=0.001]
Ep 011/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:57,  1.51s/it, loss=0.125, mat=0.245, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  26%|█   | 68/264 [01:43<04:55,  1.51s/it, loss=0.125, mat=0.245, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  26%|█   | 68/264 [01:44<04:55,  1.51s/it, loss=0.119, mat=0.236, sens=1.507, deg=0.000]
Ep 011/100 [S2:+mat]:  26%|█   | 69/264 [01:44<04:53,  1.51s/it, loss=0.119, mat=0.236, sens=1.507, deg=0.000]
Ep 011/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:53,  1.51s/it, loss=0.121, mat=0.239, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:52,  1.51s/it, loss=0.121, mat=0.239, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  27%|█   | 70/264 [01:47<04:52,  1.51s/it, loss=0.122, mat=0.241, sens=0.986, deg=0.000]
Ep 011/100 [S2:+mat]:  27%|█   | 71/264 [01:47<04:50,  1.51s/it, loss=0.122, mat=0.241, sens=0.986, deg=0.000]
Ep 011/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:50,  1.51s/it, loss=0.127, mat=0.243, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  27%|█   | 72/264 [01:49<04:53,  1.53s/it, loss=0.127, mat=0.243, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:53,  1.53s/it, loss=0.116, mat=0.227, sens=0.812, deg=0.000]
Ep 011/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:51,  1.52s/it, loss=0.116, mat=0.227, sens=0.812, deg=0.000]
Ep 011/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:51,  1.52s/it, loss=0.125, mat=0.239, sens=1.344, deg=0.001]
Ep 011/100 [S2:+mat]:  28%|█   | 74/264 [01:52<04:48,  1.52s/it, loss=0.125, mat=0.239, sens=1.344, deg=0.001]
Ep 011/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:48,  1.52s/it, loss=0.117, mat=0.231, sens=1.811, deg=0.000]
Ep 011/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:46,  1.51s/it, loss=0.117, mat=0.231, sens=1.811, deg=0.000]
Ep 011/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:46,  1.51s/it, loss=0.122, mat=0.239, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  29%|█▏  | 76/264 [01:55<04:44,  1.51s/it, loss=0.122, mat=0.239, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:44,  1.51s/it, loss=0.113, mat=0.221, sens=1.080, deg=0.003]
Ep 011/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:42,  1.51s/it, loss=0.113, mat=0.221, sens=1.080, deg=0.003]
Ep 011/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:42,  1.51s/it, loss=0.119, mat=0.235, sens=0.918, deg=0.000]
Ep 011/100 [S2:+mat]:  30%|█▏  | 78/264 [01:58<04:40,  1.51s/it, loss=0.119, mat=0.235, sens=0.918, deg=0.000]
Ep 011/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:40,  1.51s/it, loss=0.113, mat=0.225, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:39,  1.51s/it, loss=0.113, mat=0.225, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:39,  1.51s/it, loss=0.109, mat=0.216, sens=1.424, deg=0.000]
Ep 011/100 [S2:+mat]:  30%|█▏  | 80/264 [02:01<04:39,  1.52s/it, loss=0.109, mat=0.216, sens=1.424, deg=0.000]
Ep 011/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:39,  1.52s/it, loss=0.115, mat=0.226, sens=0.800, deg=0.001]
Ep 011/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:37,  1.52s/it, loss=0.115, mat=0.226, sens=0.800, deg=0.001]
Ep 011/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:37,  1.52s/it, loss=0.111, mat=0.217, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  31%|█▏  | 82/264 [02:04<04:35,  1.52s/it, loss=0.111, mat=0.217, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:35,  1.52s/it, loss=0.111, mat=0.220, sens=1.409, deg=0.001]
Ep 011/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:33,  1.51s/it, loss=0.111, mat=0.220, sens=1.409, deg=0.001]
Ep 011/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:33,  1.51s/it, loss=0.117, mat=0.230, sens=0.812, deg=0.001]
Ep 011/100 [S2:+mat]:  32%|█▎  | 84/264 [02:07<04:31,  1.51s/it, loss=0.117, mat=0.230, sens=0.812, deg=0.001]
Ep 011/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:31,  1.51s/it, loss=0.109, mat=0.214, sens=0.000, deg=0.002]
Ep 011/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:29,  1.51s/it, loss=0.109, mat=0.214, sens=0.000, deg=0.002]
Ep 011/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:29,  1.51s/it, loss=0.103, mat=0.205, sens=1.829, deg=0.001]
Ep 011/100 [S2:+mat]:  33%|█▎  | 86/264 [02:10<04:28,  1.51s/it, loss=0.103, mat=0.205, sens=1.829, deg=0.001]
Ep 011/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:28,  1.51s/it, loss=0.109, mat=0.214, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:31,  1.53s/it, loss=0.109, mat=0.214, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  33%|█▎  | 87/264 [02:13<04:31,  1.53s/it, loss=0.111, mat=0.218, sens=0.000, deg=0.002]
Ep 011/100 [S2:+mat]:  33%|█▎  | 88/264 [02:13<04:28,  1.52s/it, loss=0.111, mat=0.218, sens=0.000, deg=0.002]
Ep 011/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:28,  1.52s/it, loss=0.117, mat=0.226, sens=0.798, deg=0.001]
Ep 011/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:25,  1.52s/it, loss=0.117, mat=0.226, sens=0.798, deg=0.001]
Ep 011/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:25,  1.52s/it, loss=0.112, mat=0.219, sens=1.464, deg=0.001]
Ep 011/100 [S2:+mat]:  34%|█▎  | 90/264 [02:16<04:23,  1.52s/it, loss=0.112, mat=0.219, sens=1.464, deg=0.001]
Ep 011/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:23,  1.52s/it, loss=0.114, mat=0.222, sens=0.922, deg=0.001]
Ep 011/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:21,  1.51s/it, loss=0.114, mat=0.222, sens=0.922, deg=0.001]
Ep 011/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:21,  1.51s/it, loss=0.103, mat=0.203, sens=0.808, deg=0.001]
Ep 011/100 [S2:+mat]:  35%|█▍  | 92/264 [02:19<04:19,  1.51s/it, loss=0.103, mat=0.203, sens=0.808, deg=0.001]
Ep 011/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:19,  1.51s/it, loss=0.108, mat=0.211, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:18,  1.51s/it, loss=0.108, mat=0.211, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:18,  1.51s/it, loss=0.105, mat=0.204, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  36%|█▍  | 94/264 [02:22<04:16,  1.51s/it, loss=0.105, mat=0.204, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:16,  1.51s/it, loss=0.109, mat=0.213, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  36%|█▍  | 95/264 [02:24<04:15,  1.51s/it, loss=0.109, mat=0.213, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  36%|█▍  | 95/264 [02:25<04:15,  1.51s/it, loss=0.107, mat=0.211, sens=2.005, deg=0.001]
Ep 011/100 [S2:+mat]:  36%|█▍  | 96/264 [02:25<04:13,  1.51s/it, loss=0.107, mat=0.211, sens=2.005, deg=0.001]
Ep 011/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:13,  1.51s/it, loss=0.104, mat=0.206, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  37%|█▍  | 97/264 [02:27<04:11,  1.51s/it, loss=0.104, mat=0.206, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:11,  1.51s/it, loss=0.102, mat=0.202, sens=2.288, deg=0.000]
Ep 011/100 [S2:+mat]:  37%|█▍  | 98/264 [02:28<04:10,  1.51s/it, loss=0.102, mat=0.202, sens=2.288, deg=0.000]
Ep 011/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:10,  1.51s/it, loss=0.103, mat=0.203, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  38%|█▌  | 99/264 [02:30<04:12,  1.53s/it, loss=0.103, mat=0.203, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:12,  1.53s/it, loss=0.101, mat=0.200, sens=0.805, deg=0.000]
Ep 011/100 [S2:+mat]:  38%|█▏ | 100/264 [02:31<04:10,  1.52s/it, loss=0.101, mat=0.200, sens=0.805, deg=0.000]
Ep 011/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:10,  1.52s/it, loss=0.103, mat=0.202, sens=1.092, deg=0.002]
Ep 011/100 [S2:+mat]:  38%|█▏ | 101/264 [02:33<04:07,  1.52s/it, loss=0.103, mat=0.202, sens=1.092, deg=0.002]
Ep 011/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:07,  1.52s/it, loss=0.104, mat=0.206, sens=1.407, deg=0.000]
Ep 011/100 [S2:+mat]:  39%|█▏ | 102/264 [02:34<04:05,  1.52s/it, loss=0.104, mat=0.206, sens=1.407, deg=0.000]
Ep 011/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:05,  1.52s/it, loss=0.100, mat=0.197, sens=0.910, deg=0.000]
Ep 011/100 [S2:+mat]:  39%|█▏ | 103/264 [02:36<04:04,  1.52s/it, loss=0.100, mat=0.197, sens=0.910, deg=0.000]
Ep 011/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:04,  1.52s/it, loss=0.101, mat=0.199, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  39%|█▏ | 104/264 [02:37<04:03,  1.52s/it, loss=0.101, mat=0.199, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:03,  1.52s/it, loss=0.102, mat=0.202, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  40%|█▏ | 105/264 [02:39<04:01,  1.52s/it, loss=0.102, mat=0.202, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:01,  1.52s/it, loss=0.095, mat=0.186, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<03:59,  1.51s/it, loss=0.095, mat=0.186, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<03:59,  1.51s/it, loss=0.099, mat=0.194, sens=1.187, deg=0.000]
Ep 011/100 [S2:+mat]:  41%|█▏ | 107/264 [02:42<03:57,  1.52s/it, loss=0.099, mat=0.194, sens=1.187, deg=0.000]
Ep 011/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:57,  1.52s/it, loss=0.096, mat=0.192, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:56,  1.51s/it, loss=0.096, mat=0.192, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:56,  1.51s/it, loss=0.094, mat=0.185, sens=1.339, deg=0.000]
Ep 011/100 [S2:+mat]:  41%|█▏ | 109/264 [02:45<03:54,  1.51s/it, loss=0.094, mat=0.185, sens=1.339, deg=0.000]
Ep 011/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:54,  1.51s/it, loss=0.094, mat=0.187, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:52,  1.51s/it, loss=0.094, mat=0.187, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:52,  1.51s/it, loss=0.100, mat=0.197, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  42%|█▎ | 111/264 [02:48<03:51,  1.51s/it, loss=0.100, mat=0.197, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:51,  1.51s/it, loss=0.095, mat=0.187, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:49,  1.51s/it, loss=0.095, mat=0.187, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:49,  1.51s/it, loss=0.101, mat=0.197, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  43%|█▎ | 113/264 [02:51<03:47,  1.51s/it, loss=0.101, mat=0.197, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:47,  1.51s/it, loss=0.095, mat=0.188, sens=1.352, deg=0.000]
Ep 011/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:46,  1.51s/it, loss=0.095, mat=0.188, sens=1.352, deg=0.000]
Ep 011/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:46,  1.51s/it, loss=0.096, mat=0.188, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  44%|█▎ | 115/264 [02:54<03:44,  1.51s/it, loss=0.096, mat=0.188, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:44,  1.51s/it, loss=0.094, mat=0.185, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  44%|█▎ | 116/264 [02:56<03:43,  1.51s/it, loss=0.094, mat=0.185, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:43,  1.51s/it, loss=0.097, mat=0.186, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  44%|█▎ | 117/264 [02:57<03:45,  1.53s/it, loss=0.097, mat=0.186, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:45,  1.53s/it, loss=0.093, mat=0.183, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  45%|█▎ | 118/264 [02:59<03:42,  1.53s/it, loss=0.093, mat=0.183, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:42,  1.53s/it, loss=0.095, mat=0.188, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  45%|█▎ | 119/264 [03:00<03:40,  1.52s/it, loss=0.095, mat=0.188, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:40,  1.52s/it, loss=0.097, mat=0.188, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  45%|█▎ | 120/264 [03:02<03:38,  1.52s/it, loss=0.097, mat=0.188, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:38,  1.52s/it, loss=0.096, mat=0.184, sens=0.951, deg=0.000]
Ep 011/100 [S2:+mat]:  46%|█▍ | 121/264 [03:03<03:37,  1.52s/it, loss=0.096, mat=0.184, sens=0.951, deg=0.000]
Ep 011/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:37,  1.52s/it, loss=0.092, mat=0.176, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  46%|█▍ | 122/264 [03:05<03:35,  1.52s/it, loss=0.092, mat=0.176, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:35,  1.52s/it, loss=0.095, mat=0.187, sens=0.798, deg=0.000]
Ep 011/100 [S2:+mat]:  47%|█▍ | 123/264 [03:06<03:33,  1.51s/it, loss=0.095, mat=0.187, sens=0.798, deg=0.000]
Ep 011/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:33,  1.51s/it, loss=0.088, mat=0.170, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  47%|█▍ | 124/264 [03:08<03:31,  1.51s/it, loss=0.088, mat=0.170, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  47%|█▍ | 124/264 [03:09<03:31,  1.51s/it, loss=0.092, mat=0.181, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  47%|█▍ | 125/264 [03:09<03:29,  1.51s/it, loss=0.092, mat=0.181, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:29,  1.51s/it, loss=0.090, mat=0.177, sens=3.145, deg=0.000]
Ep 011/100 [S2:+mat]:  48%|█▍ | 126/264 [03:11<03:29,  1.52s/it, loss=0.090, mat=0.177, sens=3.145, deg=0.000]
Ep 011/100 [S2:+mat]:  48%|█▍ | 126/264 [03:12<03:29,  1.52s/it, loss=0.082, mat=0.158, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  48%|█▍ | 127/264 [03:12<03:28,  1.52s/it, loss=0.082, mat=0.158, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:28,  1.52s/it, loss=0.092, mat=0.168, sens=1.661, deg=0.000]
Ep 011/100 [S2:+mat]:  48%|█▍ | 128/264 [03:14<03:25,  1.51s/it, loss=0.092, mat=0.168, sens=1.661, deg=0.000]
Ep 011/100 [S2:+mat]:  48%|█▍ | 128/264 [03:15<03:25,  1.51s/it, loss=0.085, mat=0.163, sens=1.469, deg=0.001]
Ep 011/100 [S2:+mat]:  49%|█▍ | 129/264 [03:15<03:24,  1.51s/it, loss=0.085, mat=0.163, sens=1.469, deg=0.001]
Ep 011/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:24,  1.51s/it, loss=0.081, mat=0.159, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  49%|█▍ | 130/264 [03:17<03:22,  1.51s/it, loss=0.081, mat=0.159, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  49%|█▍ | 130/264 [03:18<03:22,  1.51s/it, loss=0.091, mat=0.172, sens=0.000, deg=0.002]
Ep 011/100 [S2:+mat]:  50%|█▍ | 131/264 [03:18<03:23,  1.53s/it, loss=0.091, mat=0.172, sens=0.000, deg=0.002]
Ep 011/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:23,  1.53s/it, loss=0.090, mat=0.175, sens=1.183, deg=0.001]
Ep 011/100 [S2:+mat]:  50%|█▌ | 132/264 [03:20<03:21,  1.52s/it, loss=0.090, mat=0.175, sens=1.183, deg=0.001]
Ep 011/100 [S2:+mat]:  50%|█▌ | 132/264 [03:21<03:21,  1.52s/it, loss=0.094, mat=0.175, sens=0.815, deg=0.001]
Ep 011/100 [S2:+mat]:  50%|█▌ | 133/264 [03:21<03:18,  1.52s/it, loss=0.094, mat=0.175, sens=0.815, deg=0.001]
Ep 011/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:18,  1.52s/it, loss=0.089, mat=0.172, sens=1.653, deg=0.001]
Ep 011/100 [S2:+mat]:  51%|█▌ | 134/264 [03:23<03:17,  1.52s/it, loss=0.089, mat=0.172, sens=1.653, deg=0.001]
Ep 011/100 [S2:+mat]:  51%|█▌ | 134/264 [03:24<03:17,  1.52s/it, loss=0.087, mat=0.168, sens=2.598, deg=0.002]
Ep 011/100 [S2:+mat]:  51%|█▌ | 135/264 [03:24<03:15,  1.51s/it, loss=0.087, mat=0.168, sens=2.598, deg=0.002]
Ep 011/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:15,  1.51s/it, loss=0.078, mat=0.153, sens=1.238, deg=0.001]
Ep 011/100 [S2:+mat]:  52%|█▌ | 136/264 [03:26<03:13,  1.51s/it, loss=0.078, mat=0.153, sens=1.238, deg=0.001]
Ep 011/100 [S2:+mat]:  52%|█▌ | 136/264 [03:27<03:13,  1.51s/it, loss=0.087, mat=0.167, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  52%|█▌ | 137/264 [03:27<03:11,  1.51s/it, loss=0.087, mat=0.167, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:11,  1.51s/it, loss=0.086, mat=0.166, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  52%|█▌ | 138/264 [03:29<03:10,  1.51s/it, loss=0.086, mat=0.166, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  52%|█▌ | 138/264 [03:30<03:10,  1.51s/it, loss=0.083, mat=0.161, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  53%|█▌ | 139/264 [03:30<03:08,  1.51s/it, loss=0.083, mat=0.161, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:08,  1.51s/it, loss=0.086, mat=0.168, sens=0.793, deg=0.001]
Ep 011/100 [S2:+mat]:  53%|█▌ | 140/264 [03:32<03:07,  1.51s/it, loss=0.086, mat=0.168, sens=0.793, deg=0.001]
Ep 011/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:07,  1.51s/it, loss=0.078, mat=0.155, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  53%|█▌ | 141/264 [03:34<03:05,  1.51s/it, loss=0.078, mat=0.155, sens=0.000, deg=0.001]
Ep 011/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:05,  1.51s/it, loss=0.088, mat=0.171, sens=1.740, deg=0.001]
Ep 011/100 [S2:+mat]:  54%|█▌ | 142/264 [03:35<03:03,  1.51s/it, loss=0.088, mat=0.171, sens=1.740, deg=0.001]
Ep 011/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:03,  1.51s/it, loss=0.085, mat=0.167, sens=0.000, deg=0.002]
Ep 011/100 [S2:+mat]:  54%|█▋ | 143/264 [03:37<03:05,  1.53s/it, loss=0.085, mat=0.167, sens=0.000, deg=0.002]
Ep 011/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:05,  1.53s/it, loss=0.083, mat=0.159, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  55%|█▋ | 144/264 [03:38<03:02,  1.52s/it, loss=0.083, mat=0.159, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:02,  1.52s/it, loss=0.082, mat=0.155, sens=1.816, deg=0.001]
Ep 011/100 [S2:+mat]:  55%|█▋ | 145/264 [03:40<03:00,  1.52s/it, loss=0.082, mat=0.155, sens=1.816, deg=0.001]
Ep 011/100 [S2:+mat]:  55%|█▋ | 145/264 [03:41<03:00,  1.52s/it, loss=0.080, mat=0.152, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  55%|█▋ | 146/264 [03:41<02:58,  1.52s/it, loss=0.080, mat=0.152, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<02:58,  1.52s/it, loss=0.083, mat=0.161, sens=2.073, deg=0.000]
Ep 011/100 [S2:+mat]:  56%|█▋ | 147/264 [03:43<02:57,  1.51s/it, loss=0.083, mat=0.161, sens=2.073, deg=0.000]
Ep 011/100 [S2:+mat]:  56%|█▋ | 147/264 [03:44<02:57,  1.51s/it, loss=0.080, mat=0.156, sens=0.806, deg=0.000]
Ep 011/100 [S2:+mat]:  56%|█▋ | 148/264 [03:44<02:55,  1.51s/it, loss=0.080, mat=0.156, sens=0.806, deg=0.000]
Ep 011/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:55,  1.51s/it, loss=0.080, mat=0.154, sens=1.220, deg=0.000]
Ep 011/100 [S2:+mat]:  56%|█▋ | 149/264 [03:46<02:55,  1.52s/it, loss=0.080, mat=0.154, sens=1.220, deg=0.000]
Ep 011/100 [S2:+mat]:  56%|█▋ | 149/264 [03:47<02:55,  1.52s/it, loss=0.080, mat=0.157, sens=1.791, deg=0.000]
Ep 011/100 [S2:+mat]:  57%|█▋ | 150/264 [03:47<02:53,  1.52s/it, loss=0.080, mat=0.157, sens=1.791, deg=0.000]
Ep 011/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:53,  1.52s/it, loss=0.083, mat=0.158, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  57%|█▋ | 151/264 [03:49<02:51,  1.52s/it, loss=0.083, mat=0.158, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  57%|█▋ | 151/264 [03:50<02:51,  1.52s/it, loss=0.078, mat=0.148, sens=0.798, deg=0.000]
Ep 011/100 [S2:+mat]:  58%|█▋ | 152/264 [03:50<02:49,  1.52s/it, loss=0.078, mat=0.148, sens=0.798, deg=0.000]
Ep 011/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:49,  1.52s/it, loss=0.076, mat=0.150, sens=1.221, deg=0.000]
Ep 011/100 [S2:+mat]:  58%|█▋ | 153/264 [03:52<02:48,  1.51s/it, loss=0.076, mat=0.150, sens=1.221, deg=0.000]
Ep 011/100 [S2:+mat]:  58%|█▋ | 153/264 [03:53<02:48,  1.51s/it, loss=0.075, mat=0.145, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  58%|█▊ | 154/264 [03:53<02:46,  1.51s/it, loss=0.075, mat=0.145, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:46,  1.51s/it, loss=0.078, mat=0.151, sens=1.888, deg=0.000]
Ep 011/100 [S2:+mat]:  59%|█▊ | 155/264 [03:55<02:44,  1.51s/it, loss=0.078, mat=0.151, sens=1.888, deg=0.000]
Ep 011/100 [S2:+mat]:  59%|█▊ | 155/264 [03:56<02:44,  1.51s/it, loss=0.078, mat=0.153, sens=0.992, deg=0.000]
Ep 011/100 [S2:+mat]:  59%|█▊ | 156/264 [03:56<02:42,  1.51s/it, loss=0.078, mat=0.153, sens=0.992, deg=0.000]
Ep 011/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:42,  1.51s/it, loss=0.074, mat=0.144, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  59%|█▊ | 157/264 [03:58<02:41,  1.51s/it, loss=0.074, mat=0.144, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  59%|█▊ | 157/264 [03:59<02:41,  1.51s/it, loss=0.079, mat=0.156, sens=0.813, deg=0.000]
Ep 011/100 [S2:+mat]:  60%|█▊ | 158/264 [03:59<02:39,  1.51s/it, loss=0.079, mat=0.156, sens=0.813, deg=0.000]
Ep 011/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:39,  1.51s/it, loss=0.080, mat=0.155, sens=0.849, deg=0.000]
Ep 011/100 [S2:+mat]:  60%|█▊ | 159/264 [04:01<02:38,  1.51s/it, loss=0.080, mat=0.155, sens=0.849, deg=0.000]
Ep 011/100 [S2:+mat]:  60%|█▊ | 159/264 [04:02<02:38,  1.51s/it, loss=0.076, mat=0.146, sens=0.798, deg=0.000]
Ep 011/100 [S2:+mat]:  61%|█▊ | 160/264 [04:02<02:36,  1.51s/it, loss=0.076, mat=0.146, sens=0.798, deg=0.000]
Ep 011/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:36,  1.51s/it, loss=0.073, mat=0.144, sens=0.802, deg=0.000]
Ep 011/100 [S2:+mat]:  61%|█▊ | 161/264 [04:04<02:37,  1.53s/it, loss=0.073, mat=0.144, sens=0.802, deg=0.000]
Ep 011/100 [S2:+mat]:  61%|█▊ | 161/264 [04:05<02:37,  1.53s/it, loss=0.076, mat=0.150, sens=0.838, deg=0.000]
Ep 011/100 [S2:+mat]:  61%|█▊ | 162/264 [04:05<02:35,  1.52s/it, loss=0.076, mat=0.150, sens=0.838, deg=0.000]
Ep 011/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:35,  1.52s/it, loss=0.070, mat=0.137, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  62%|█▊ | 163/264 [04:07<02:33,  1.52s/it, loss=0.070, mat=0.137, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  62%|█▊ | 163/264 [04:08<02:33,  1.52s/it, loss=0.074, mat=0.146, sens=0.810, deg=0.000]
Ep 011/100 [S2:+mat]:  62%|█▊ | 164/264 [04:08<02:31,  1.52s/it, loss=0.074, mat=0.146, sens=0.810, deg=0.000]
Ep 011/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:31,  1.52s/it, loss=0.077, mat=0.137, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  62%|█▉ | 165/264 [04:10<02:30,  1.52s/it, loss=0.077, mat=0.137, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  62%|█▉ | 165/264 [04:11<02:30,  1.52s/it, loss=0.073, mat=0.142, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  63%|█▉ | 166/264 [04:11<02:28,  1.51s/it, loss=0.073, mat=0.142, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  63%|█▉ | 166/264 [04:13<02:28,  1.51s/it, loss=0.077, mat=0.141, sens=1.383, deg=0.006]
Ep 011/100 [S2:+mat]:  63%|█▉ | 167/264 [04:13<02:26,  1.51s/it, loss=0.077, mat=0.141, sens=1.383, deg=0.006]
Ep 011/100 [S2:+mat]:  63%|█▉ | 167/264 [04:14<02:26,  1.51s/it, loss=0.070, mat=0.138, sens=0.868, deg=0.000]
Ep 011/100 [S2:+mat]:  64%|█▉ | 168/264 [04:14<02:25,  1.51s/it, loss=0.070, mat=0.138, sens=0.868, deg=0.000]
Ep 011/100 [S2:+mat]:  64%|█▉ | 168/264 [04:16<02:25,  1.51s/it, loss=0.070, mat=0.136, sens=0.797, deg=0.000]
Ep 011/100 [S2:+mat]:  64%|█▉ | 169/264 [04:16<02:23,  1.51s/it, loss=0.070, mat=0.136, sens=0.797, deg=0.000]
Ep 011/100 [S2:+mat]:  64%|█▉ | 169/264 [04:17<02:23,  1.51s/it, loss=0.085, mat=0.142, sens=0.792, deg=0.027]
Ep 011/100 [S2:+mat]:  64%|█▉ | 170/264 [04:17<02:22,  1.51s/it, loss=0.085, mat=0.142, sens=0.792, deg=0.027]
Ep 011/100 [S2:+mat]:  64%|█▉ | 170/264 [04:19<02:22,  1.51s/it, loss=0.075, mat=0.145, sens=0.937, deg=0.000]
Ep 011/100 [S2:+mat]:  65%|█▉ | 171/264 [04:19<02:20,  1.51s/it, loss=0.075, mat=0.145, sens=0.937, deg=0.000]
Ep 011/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:20,  1.51s/it, loss=0.071, mat=0.139, sens=3.800, deg=0.000]
Ep 011/100 [S2:+mat]:  65%|█▉ | 172/264 [04:21<02:20,  1.52s/it, loss=0.071, mat=0.139, sens=3.800, deg=0.000]
Ep 011/100 [S2:+mat]:  65%|█▉ | 172/264 [04:22<02:20,  1.52s/it, loss=0.079, mat=0.152, sens=0.797, deg=0.002]
Ep 011/100 [S2:+mat]:  66%|█▉ | 173/264 [04:22<02:18,  1.52s/it, loss=0.079, mat=0.152, sens=0.797, deg=0.002]
Ep 011/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:18,  1.52s/it, loss=0.069, mat=0.134, sens=1.477, deg=0.001]
Ep 011/100 [S2:+mat]:  66%|█▉ | 174/264 [04:24<02:16,  1.52s/it, loss=0.069, mat=0.134, sens=1.477, deg=0.001]
Ep 011/100 [S2:+mat]:  66%|█▉ | 174/264 [04:25<02:16,  1.52s/it, loss=0.069, mat=0.131, sens=0.804, deg=0.000]
Ep 011/100 [S2:+mat]:  66%|█▉ | 175/264 [04:25<02:14,  1.51s/it, loss=0.069, mat=0.131, sens=0.804, deg=0.000]
Ep 011/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:14,  1.51s/it, loss=0.072, mat=0.135, sens=0.812, deg=0.001]
Ep 011/100 [S2:+mat]:  67%|██ | 176/264 [04:27<02:15,  1.54s/it, loss=0.072, mat=0.135, sens=0.812, deg=0.001]
Ep 011/100 [S2:+mat]:  67%|██ | 176/264 [04:28<02:15,  1.54s/it, loss=0.065, mat=0.126, sens=3.018, deg=0.000]
Ep 011/100 [S2:+mat]:  67%|██ | 177/264 [04:28<02:12,  1.53s/it, loss=0.065, mat=0.126, sens=3.018, deg=0.000]
Ep 011/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:12,  1.53s/it, loss=0.067, mat=0.131, sens=1.723, deg=0.001]
Ep 011/100 [S2:+mat]:  67%|██ | 178/264 [04:30<02:10,  1.52s/it, loss=0.067, mat=0.131, sens=1.723, deg=0.001]
Ep 011/100 [S2:+mat]:  67%|██ | 178/264 [04:31<02:10,  1.52s/it, loss=0.069, mat=0.132, sens=1.275, deg=0.002]
Ep 011/100 [S2:+mat]:  68%|██ | 179/264 [04:31<02:09,  1.52s/it, loss=0.069, mat=0.132, sens=1.275, deg=0.002]
Ep 011/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:09,  1.52s/it, loss=0.066, mat=0.130, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  68%|██ | 180/264 [04:33<02:07,  1.51s/it, loss=0.066, mat=0.130, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  68%|██ | 180/264 [04:34<02:07,  1.51s/it, loss=0.079, mat=0.131, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  69%|██ | 181/264 [04:34<02:05,  1.51s/it, loss=0.079, mat=0.131, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:05,  1.51s/it, loss=0.066, mat=0.130, sens=0.823, deg=0.000]
Ep 011/100 [S2:+mat]:  69%|██ | 182/264 [04:36<02:03,  1.51s/it, loss=0.066, mat=0.130, sens=0.823, deg=0.000]
Ep 011/100 [S2:+mat]:  69%|██ | 182/264 [04:37<02:03,  1.51s/it, loss=0.070, mat=0.137, sens=2.751, deg=0.000]
Ep 011/100 [S2:+mat]:  69%|██ | 183/264 [04:37<02:02,  1.51s/it, loss=0.070, mat=0.137, sens=2.751, deg=0.000]
Ep 011/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:02,  1.51s/it, loss=0.065, mat=0.125, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  70%|██ | 184/264 [04:39<02:01,  1.51s/it, loss=0.065, mat=0.125, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  70%|██ | 184/264 [04:40<02:01,  1.51s/it, loss=0.069, mat=0.135, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  70%|██ | 185/264 [04:40<01:59,  1.51s/it, loss=0.069, mat=0.135, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  70%|██ | 185/264 [04:42<01:59,  1.51s/it, loss=0.077, mat=0.130, sens=2.979, deg=0.000]
Ep 011/100 [S2:+mat]:  70%|██ | 186/264 [04:42<01:57,  1.51s/it, loss=0.077, mat=0.130, sens=2.979, deg=0.000]
Ep 011/100 [S2:+mat]:  70%|██ | 186/264 [04:43<01:57,  1.51s/it, loss=0.065, mat=0.125, sens=0.000, deg=0.003]
Ep 011/100 [S2:+mat]:  71%|██▏| 187/264 [04:43<01:56,  1.51s/it, loss=0.065, mat=0.125, sens=0.000, deg=0.003]
Ep 011/100 [S2:+mat]:  71%|██▏| 187/264 [04:45<01:56,  1.51s/it, loss=0.062, mat=0.120, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  71%|██▏| 188/264 [04:45<01:56,  1.53s/it, loss=0.062, mat=0.120, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  71%|██▏| 188/264 [04:46<01:56,  1.53s/it, loss=0.065, mat=0.125, sens=0.984, deg=0.000]
Ep 011/100 [S2:+mat]:  72%|██▏| 189/264 [04:46<01:54,  1.52s/it, loss=0.065, mat=0.125, sens=0.984, deg=0.000]
Ep 011/100 [S2:+mat]:  72%|██▏| 189/264 [04:48<01:54,  1.52s/it, loss=0.066, mat=0.129, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  72%|██▏| 190/264 [04:48<01:52,  1.52s/it, loss=0.066, mat=0.129, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  72%|██▏| 190/264 [04:49<01:52,  1.52s/it, loss=0.067, mat=0.126, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  72%|██▏| 191/264 [04:49<01:50,  1.51s/it, loss=0.067, mat=0.126, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  72%|██▏| 191/264 [04:51<01:50,  1.51s/it, loss=0.062, mat=0.122, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  73%|██▏| 192/264 [04:51<01:48,  1.51s/it, loss=0.062, mat=0.122, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  73%|██▏| 192/264 [04:52<01:48,  1.51s/it, loss=0.063, mat=0.123, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  73%|██▏| 193/264 [04:52<01:47,  1.51s/it, loss=0.063, mat=0.123, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  73%|██▏| 193/264 [04:54<01:47,  1.51s/it, loss=0.063, mat=0.125, sens=1.950, deg=0.000]
Ep 011/100 [S2:+mat]:  73%|██▏| 194/264 [04:54<01:45,  1.51s/it, loss=0.063, mat=0.125, sens=1.950, deg=0.000]
Ep 011/100 [S2:+mat]:  73%|██▏| 194/264 [04:55<01:45,  1.51s/it, loss=0.066, mat=0.130, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  74%|██▏| 195/264 [04:55<01:44,  1.52s/it, loss=0.066, mat=0.130, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  74%|██▏| 195/264 [04:57<01:44,  1.52s/it, loss=0.064, mat=0.126, sens=1.173, deg=0.000]
Ep 011/100 [S2:+mat]:  74%|██▏| 196/264 [04:57<01:43,  1.52s/it, loss=0.064, mat=0.126, sens=1.173, deg=0.000]
Ep 011/100 [S2:+mat]:  74%|██▏| 196/264 [04:58<01:43,  1.52s/it, loss=0.065, mat=0.128, sens=1.273, deg=0.000]
Ep 011/100 [S2:+mat]:  75%|██▏| 197/264 [04:58<01:41,  1.52s/it, loss=0.065, mat=0.128, sens=1.273, deg=0.000]
Ep 011/100 [S2:+mat]:  75%|██▏| 197/264 [05:00<01:41,  1.52s/it, loss=0.061, mat=0.118, sens=1.543, deg=0.000]
Ep 011/100 [S2:+mat]:  75%|██▎| 198/264 [05:00<01:39,  1.51s/it, loss=0.061, mat=0.118, sens=1.543, deg=0.000]
Ep 011/100 [S2:+mat]:  75%|██▎| 198/264 [05:01<01:39,  1.51s/it, loss=0.063, mat=0.120, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  75%|██▎| 199/264 [05:01<01:38,  1.51s/it, loss=0.063, mat=0.120, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  75%|██▎| 199/264 [05:03<01:38,  1.51s/it, loss=0.065, mat=0.128, sens=0.792, deg=0.000]
Ep 011/100 [S2:+mat]:  76%|██▎| 200/264 [05:03<01:36,  1.51s/it, loss=0.065, mat=0.128, sens=0.792, deg=0.000]
Ep 011/100 [S2:+mat]:  76%|██▎| 200/264 [05:04<01:36,  1.51s/it, loss=0.062, mat=0.123, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  76%|██▎| 201/264 [05:04<01:34,  1.51s/it, loss=0.062, mat=0.123, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  76%|██▎| 201/264 [05:06<01:34,  1.51s/it, loss=0.062, mat=0.119, sens=0.000, deg=0.003]
Ep 011/100 [S2:+mat]:  77%|██▎| 202/264 [05:06<01:33,  1.51s/it, loss=0.062, mat=0.119, sens=0.000, deg=0.003]
Ep 011/100 [S2:+mat]:  77%|██▎| 202/264 [05:07<01:33,  1.51s/it, loss=0.059, mat=0.114, sens=0.833, deg=0.000]
Ep 011/100 [S2:+mat]:  77%|██▎| 203/264 [05:07<01:31,  1.51s/it, loss=0.059, mat=0.114, sens=0.833, deg=0.000]
Ep 011/100 [S2:+mat]:  77%|██▎| 203/264 [05:09<01:31,  1.51s/it, loss=0.059, mat=0.115, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  77%|██▎| 204/264 [05:09<01:30,  1.51s/it, loss=0.059, mat=0.115, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  77%|██▎| 204/264 [05:10<01:30,  1.51s/it, loss=0.061, mat=0.120, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  78%|██▎| 205/264 [05:10<01:28,  1.51s/it, loss=0.061, mat=0.120, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  78%|██▎| 205/264 [05:12<01:28,  1.51s/it, loss=0.062, mat=0.122, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  78%|██▎| 206/264 [05:12<01:27,  1.51s/it, loss=0.062, mat=0.122, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:27,  1.51s/it, loss=0.060, mat=0.116, sens=1.294, deg=0.000]
Ep 011/100 [S2:+mat]:  78%|██▎| 207/264 [05:14<01:27,  1.53s/it, loss=0.060, mat=0.116, sens=1.294, deg=0.000]
Ep 011/100 [S2:+mat]:  78%|██▎| 207/264 [05:15<01:27,  1.53s/it, loss=0.061, mat=0.117, sens=1.084, deg=0.000]
Ep 011/100 [S2:+mat]:  79%|██▎| 208/264 [05:15<01:25,  1.52s/it, loss=0.061, mat=0.117, sens=1.084, deg=0.000]
Ep 011/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:25,  1.52s/it, loss=0.060, mat=0.113, sens=0.816, deg=0.000]
Ep 011/100 [S2:+mat]:  79%|██▍| 209/264 [05:17<01:23,  1.52s/it, loss=0.060, mat=0.113, sens=0.816, deg=0.000]
Ep 011/100 [S2:+mat]:  79%|██▍| 209/264 [05:18<01:23,  1.52s/it, loss=0.059, mat=0.116, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  80%|██▍| 210/264 [05:18<01:21,  1.52s/it, loss=0.059, mat=0.116, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:21,  1.52s/it, loss=0.060, mat=0.117, sens=0.984, deg=0.000]
Ep 011/100 [S2:+mat]:  80%|██▍| 211/264 [05:20<01:20,  1.51s/it, loss=0.060, mat=0.117, sens=0.984, deg=0.000]
Ep 011/100 [S2:+mat]:  80%|██▍| 211/264 [05:21<01:20,  1.51s/it, loss=0.059, mat=0.115, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  80%|██▍| 212/264 [05:21<01:18,  1.51s/it, loss=0.059, mat=0.115, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:18,  1.51s/it, loss=0.055, mat=0.107, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  81%|██▍| 213/264 [05:23<01:17,  1.51s/it, loss=0.055, mat=0.107, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  81%|██▍| 213/264 [05:24<01:17,  1.51s/it, loss=0.054, mat=0.107, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  81%|██▍| 214/264 [05:24<01:15,  1.51s/it, loss=0.054, mat=0.107, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:15,  1.51s/it, loss=0.059, mat=0.111, sens=0.858, deg=0.000]
Ep 011/100 [S2:+mat]:  81%|██▍| 215/264 [05:26<01:13,  1.51s/it, loss=0.059, mat=0.111, sens=0.858, deg=0.000]
Ep 011/100 [S2:+mat]:  81%|██▍| 215/264 [05:27<01:13,  1.51s/it, loss=0.054, mat=0.106, sens=1.013, deg=0.000]
Ep 011/100 [S2:+mat]:  82%|██▍| 216/264 [05:27<01:12,  1.51s/it, loss=0.054, mat=0.106, sens=1.013, deg=0.000]
Ep 011/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:12,  1.51s/it, loss=0.057, mat=0.112, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  82%|██▍| 217/264 [05:29<01:11,  1.51s/it, loss=0.057, mat=0.112, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  82%|██▍| 217/264 [05:30<01:11,  1.51s/it, loss=0.059, mat=0.110, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  83%|██▍| 218/264 [05:30<01:09,  1.52s/it, loss=0.059, mat=0.110, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  83%|██▍| 218/264 [05:32<01:09,  1.52s/it, loss=0.057, mat=0.109, sens=1.749, deg=0.000]
Ep 011/100 [S2:+mat]:  83%|██▍| 219/264 [05:32<01:08,  1.52s/it, loss=0.057, mat=0.109, sens=1.749, deg=0.000]
Ep 011/100 [S2:+mat]:  83%|██▍| 219/264 [05:33<01:08,  1.52s/it, loss=0.057, mat=0.112, sens=1.213, deg=0.000]
Ep 011/100 [S2:+mat]:  83%|██▌| 220/264 [05:33<01:06,  1.52s/it, loss=0.057, mat=0.112, sens=1.213, deg=0.000]
Ep 011/100 [S2:+mat]:  83%|██▌| 220/264 [05:35<01:06,  1.52s/it, loss=0.054, mat=0.104, sens=1.239, deg=0.000]
Ep 011/100 [S2:+mat]:  84%|██▌| 221/264 [05:35<01:06,  1.54s/it, loss=0.054, mat=0.104, sens=1.239, deg=0.000]
Ep 011/100 [S2:+mat]:  84%|██▌| 221/264 [05:36<01:06,  1.54s/it, loss=0.054, mat=0.105, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  84%|██▌| 222/264 [05:36<01:04,  1.53s/it, loss=0.054, mat=0.105, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  84%|██▌| 222/264 [05:38<01:04,  1.53s/it, loss=0.056, mat=0.109, sens=2.456, deg=0.000]
Ep 011/100 [S2:+mat]:  84%|██▌| 223/264 [05:38<01:02,  1.52s/it, loss=0.056, mat=0.109, sens=2.456, deg=0.000]
Ep 011/100 [S2:+mat]:  84%|██▌| 223/264 [05:39<01:02,  1.52s/it, loss=0.058, mat=0.110, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  85%|██▌| 224/264 [05:39<01:00,  1.52s/it, loss=0.058, mat=0.110, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  85%|██▌| 224/264 [05:41<01:00,  1.52s/it, loss=0.055, mat=0.108, sens=1.838, deg=0.000]
Ep 011/100 [S2:+mat]:  85%|██▌| 225/264 [05:41<00:59,  1.52s/it, loss=0.055, mat=0.108, sens=1.838, deg=0.000]
Ep 011/100 [S2:+mat]:  85%|██▌| 225/264 [05:42<00:59,  1.52s/it, loss=0.054, mat=0.103, sens=2.043, deg=0.000]
Ep 011/100 [S2:+mat]:  86%|██▌| 226/264 [05:42<00:57,  1.51s/it, loss=0.054, mat=0.103, sens=2.043, deg=0.000]
Ep 011/100 [S2:+mat]:  86%|██▌| 226/264 [05:44<00:57,  1.51s/it, loss=0.056, mat=0.101, sens=1.131, deg=0.000]
Ep 011/100 [S2:+mat]:  86%|██▌| 227/264 [05:44<00:56,  1.51s/it, loss=0.056, mat=0.101, sens=1.131, deg=0.000]
Ep 011/100 [S2:+mat]:  86%|██▌| 227/264 [05:45<00:56,  1.51s/it, loss=0.058, mat=0.105, sens=0.796, deg=0.000]
Ep 011/100 [S2:+mat]:  86%|██▌| 228/264 [05:45<00:54,  1.51s/it, loss=0.058, mat=0.105, sens=0.796, deg=0.000]
Ep 011/100 [S2:+mat]:  86%|██▌| 228/264 [05:47<00:54,  1.51s/it, loss=0.059, mat=0.109, sens=0.817, deg=0.000]
Ep 011/100 [S2:+mat]:  87%|██▌| 229/264 [05:47<00:52,  1.51s/it, loss=0.059, mat=0.109, sens=0.817, deg=0.000]
Ep 011/100 [S2:+mat]:  87%|██▌| 229/264 [05:48<00:52,  1.51s/it, loss=0.055, mat=0.107, sens=2.128, deg=0.000]
Ep 011/100 [S2:+mat]:  87%|██▌| 230/264 [05:48<00:51,  1.51s/it, loss=0.055, mat=0.107, sens=2.128, deg=0.000]
Ep 011/100 [S2:+mat]:  87%|██▌| 230/264 [05:50<00:51,  1.51s/it, loss=0.054, mat=0.105, sens=2.297, deg=0.000]
Ep 011/100 [S2:+mat]:  88%|██▋| 231/264 [05:50<00:49,  1.51s/it, loss=0.054, mat=0.105, sens=2.297, deg=0.000]
Ep 011/100 [S2:+mat]:  88%|██▋| 231/264 [05:51<00:49,  1.51s/it, loss=0.056, mat=0.109, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  88%|██▋| 232/264 [05:51<00:48,  1.51s/it, loss=0.056, mat=0.109, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  88%|██▋| 232/264 [05:53<00:48,  1.51s/it, loss=0.050, mat=0.098, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  88%|██▋| 233/264 [05:53<00:47,  1.54s/it, loss=0.050, mat=0.098, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:47,  1.54s/it, loss=0.051, mat=0.099, sens=0.853, deg=0.000]
Ep 011/100 [S2:+mat]:  89%|██▋| 234/264 [05:55<00:45,  1.53s/it, loss=0.051, mat=0.099, sens=0.853, deg=0.000]
Ep 011/100 [S2:+mat]:  89%|██▋| 234/264 [05:56<00:45,  1.53s/it, loss=0.051, mat=0.100, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  89%|██▋| 235/264 [05:56<00:44,  1.52s/it, loss=0.051, mat=0.100, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:44,  1.52s/it, loss=0.054, mat=0.102, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  89%|██▋| 236/264 [05:58<00:42,  1.52s/it, loss=0.054, mat=0.102, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  89%|██▋| 236/264 [05:59<00:42,  1.52s/it, loss=0.052, mat=0.102, sens=0.839, deg=0.000]
Ep 011/100 [S2:+mat]:  90%|██▋| 237/264 [05:59<00:40,  1.52s/it, loss=0.052, mat=0.102, sens=0.839, deg=0.000]
Ep 011/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:40,  1.52s/it, loss=0.051, mat=0.098, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  90%|██▋| 238/264 [06:01<00:39,  1.51s/it, loss=0.051, mat=0.098, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  90%|██▋| 238/264 [06:02<00:39,  1.51s/it, loss=0.053, mat=0.101, sens=0.989, deg=0.000]
Ep 011/100 [S2:+mat]:  91%|██▋| 239/264 [06:02<00:37,  1.51s/it, loss=0.053, mat=0.101, sens=0.989, deg=0.000]
Ep 011/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:37,  1.51s/it, loss=0.054, mat=0.100, sens=2.391, deg=0.000]
Ep 011/100 [S2:+mat]:  91%|██▋| 240/264 [06:04<00:36,  1.51s/it, loss=0.054, mat=0.100, sens=2.391, deg=0.000]
Ep 011/100 [S2:+mat]:  91%|██▋| 240/264 [06:05<00:36,  1.51s/it, loss=0.052, mat=0.098, sens=0.793, deg=0.000]
Ep 011/100 [S2:+mat]:  91%|██▋| 241/264 [06:05<00:34,  1.52s/it, loss=0.052, mat=0.098, sens=0.793, deg=0.000]
Ep 011/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:34,  1.52s/it, loss=0.051, mat=0.087, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  92%|██▊| 242/264 [06:07<00:33,  1.52s/it, loss=0.051, mat=0.087, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  92%|██▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.047, mat=0.092, sens=2.428, deg=0.000]
Ep 011/100 [S2:+mat]:  92%|██▊| 243/264 [06:08<00:31,  1.52s/it, loss=0.047, mat=0.092, sens=2.428, deg=0.000]
Ep 011/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.049, mat=0.094, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  92%|██▊| 244/264 [06:10<00:30,  1.52s/it, loss=0.049, mat=0.094, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  92%|██▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.058, mat=0.100, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  93%|██▊| 245/264 [06:11<00:28,  1.51s/it, loss=0.058, mat=0.100, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.049, mat=0.092, sens=1.086, deg=0.000]
Ep 011/100 [S2:+mat]:  93%|██▊| 246/264 [06:13<00:27,  1.51s/it, loss=0.049, mat=0.092, sens=1.086, deg=0.000]
Ep 011/100 [S2:+mat]:  93%|██▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.052, mat=0.094, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  94%|██▊| 247/264 [06:14<00:25,  1.51s/it, loss=0.052, mat=0.094, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  94%|██▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.048, mat=0.094, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  94%|██▊| 248/264 [06:16<00:24,  1.51s/it, loss=0.048, mat=0.094, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  94%|██▊| 248/264 [06:17<00:24,  1.51s/it, loss=0.049, mat=0.092, sens=1.140, deg=0.000]
Ep 011/100 [S2:+mat]:  94%|██▊| 249/264 [06:17<00:22,  1.51s/it, loss=0.049, mat=0.092, sens=1.140, deg=0.000]
Ep 011/100 [S2:+mat]:  94%|██▊| 249/264 [06:19<00:22,  1.51s/it, loss=0.052, mat=0.099, sens=0.824, deg=0.000]
Ep 011/100 [S2:+mat]:  95%|██▊| 250/264 [06:19<00:21,  1.51s/it, loss=0.052, mat=0.099, sens=0.824, deg=0.000]
Ep 011/100 [S2:+mat]:  95%|██▊| 250/264 [06:20<00:21,  1.51s/it, loss=0.048, mat=0.093, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  95%|██▊| 251/264 [06:20<00:19,  1.53s/it, loss=0.048, mat=0.093, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  95%|██▊| 251/264 [06:22<00:19,  1.53s/it, loss=0.051, mat=0.099, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  95%|██▊| 252/264 [06:22<00:18,  1.52s/it, loss=0.051, mat=0.099, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  95%|██▊| 252/264 [06:23<00:18,  1.52s/it, loss=0.051, mat=0.099, sens=1.361, deg=0.000]
Ep 011/100 [S2:+mat]:  96%|██▉| 253/264 [06:23<00:16,  1.52s/it, loss=0.051, mat=0.099, sens=1.361, deg=0.000]
Ep 011/100 [S2:+mat]:  96%|██▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.048, mat=0.093, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  96%|██▉| 254/264 [06:25<00:15,  1.52s/it, loss=0.048, mat=0.093, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  96%|██▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.049, mat=0.088, sens=0.797, deg=0.000]
Ep 011/100 [S2:+mat]:  97%|██▉| 255/264 [06:26<00:13,  1.52s/it, loss=0.049, mat=0.088, sens=0.797, deg=0.000]
Ep 011/100 [S2:+mat]:  97%|██▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.048, mat=0.084, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  97%|██▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.048, mat=0.084, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  97%|██▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.046, mat=0.090, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  97%|██▉| 257/264 [06:29<00:10,  1.51s/it, loss=0.046, mat=0.090, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]:  97%|██▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.048, mat=0.093, sens=0.800, deg=0.000]
Ep 011/100 [S2:+mat]:  98%|██▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.048, mat=0.093, sens=0.800, deg=0.000]
Ep 011/100 [S2:+mat]:  98%|██▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.045, mat=0.088, sens=0.899, deg=0.000]
Ep 011/100 [S2:+mat]:  98%|██▉| 259/264 [06:32<00:07,  1.51s/it, loss=0.045, mat=0.088, sens=0.899, deg=0.000]
Ep 011/100 [S2:+mat]:  98%|██▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.048, mat=0.090, sens=2.546, deg=0.003]
Ep 011/100 [S2:+mat]:  98%|██▉| 260/264 [06:34<00:06,  1.51s/it, loss=0.048, mat=0.090, sens=2.546, deg=0.003]
Ep 011/100 [S2:+mat]:  98%|██▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.048, mat=0.094, sens=1.470, deg=0.000]
Ep 011/100 [S2:+mat]:  99%|██▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.048, mat=0.094, sens=1.470, deg=0.000]
Ep 011/100 [S2:+mat]:  99%|██▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.047, mat=0.091, sens=3.175, deg=0.000]
Ep 011/100 [S2:+mat]:  99%|██▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.047, mat=0.091, sens=3.175, deg=0.000]
Ep 011/100 [S2:+mat]:  99%|██▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.044, mat=0.087, sens=0.851, deg=0.000]
Ep 011/100 [S2:+mat]: 100%|██▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.044, mat=0.087, sens=0.851, deg=0.000]
Ep 011/100 [S2:+mat]: 100%|██▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.045, mat=0.086, sens=0.000, deg=0.000]
Ep 011/100 [S2:+mat]: 100%|███| 264/264 [06:40<00:00,  1.52s/it, loss=0.045, mat=0.086, sens=0.000, deg=0.000]
                                                                                                              
Epoch 011/100 [S2:+mat]  loss=0.0974  mat=0.1901  sens=0.7267  deg=0.0007  orth=0.0021  α=0.5 β=0.0 γ=0.5  401s

Ep 012/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 012/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.045, mat=0.088, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:56,  2.27s/it, loss=0.045, mat=0.088, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:56,  2.27s/it, loss=0.046, mat=0.087, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:56,  1.82s/it, loss=0.046, mat=0.087, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:56,  1.82s/it, loss=0.040, mat=0.078, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:17,  1.67s/it, loss=0.040, mat=0.078, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:17,  1.67s/it, loss=0.042, mat=0.083, sens=1.835, deg=0.000]
Ep 012/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:57,  1.61s/it, loss=0.042, mat=0.083, sens=1.835, deg=0.000]
Ep 012/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:57,  1.61s/it, loss=0.045, mat=0.087, sens=1.071, deg=0.000]
Ep 012/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:45,  1.57s/it, loss=0.045, mat=0.087, sens=1.071, deg=0.000]
Ep 012/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:45,  1.57s/it, loss=0.048, mat=0.090, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:39,  1.55s/it, loss=0.048, mat=0.090, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:39,  1.55s/it, loss=0.043, mat=0.083, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:34,  1.53s/it, loss=0.043, mat=0.083, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:34,  1.53s/it, loss=0.043, mat=0.082, sens=2.747, deg=0.000]
Ep 012/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:30,  1.52s/it, loss=0.043, mat=0.082, sens=2.747, deg=0.000]
Ep 012/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:30,  1.52s/it, loss=0.044, mat=0.084, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:27,  1.52s/it, loss=0.044, mat=0.084, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:27,  1.52s/it, loss=0.041, mat=0.081, sens=0.820, deg=0.000]
Ep 012/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:24,  1.52s/it, loss=0.041, mat=0.081, sens=0.820, deg=0.000]
Ep 012/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:24,  1.52s/it, loss=0.041, mat=0.080, sens=0.796, deg=0.000]
Ep 012/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:22,  1.51s/it, loss=0.041, mat=0.080, sens=0.796, deg=0.000]
Ep 012/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:22,  1.51s/it, loss=0.044, mat=0.082, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:21,  1.51s/it, loss=0.044, mat=0.082, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:21,  1.51s/it, loss=0.044, mat=0.086, sens=0.873, deg=0.000]
Ep 012/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:19,  1.51s/it, loss=0.044, mat=0.086, sens=0.873, deg=0.000]
Ep 012/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:19,  1.51s/it, loss=0.041, mat=0.080, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:17,  1.51s/it, loss=0.041, mat=0.080, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:17,  1.51s/it, loss=0.041, mat=0.081, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:15,  1.51s/it, loss=0.041, mat=0.081, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:15,  1.51s/it, loss=0.043, mat=0.084, sens=2.171, deg=0.000]
Ep 012/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:13,  1.51s/it, loss=0.043, mat=0.084, sens=2.171, deg=0.000]
Ep 012/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:13,  1.51s/it, loss=0.040, mat=0.076, sens=0.965, deg=0.000]
Ep 012/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:12,  1.51s/it, loss=0.040, mat=0.076, sens=0.965, deg=0.000]
Ep 012/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:12,  1.51s/it, loss=0.041, mat=0.081, sens=0.945, deg=0.000]
Ep 012/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:10,  1.51s/it, loss=0.041, mat=0.081, sens=0.945, deg=0.000]
Ep 012/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:10,  1.51s/it, loss=0.042, mat=0.082, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:09,  1.51s/it, loss=0.042, mat=0.082, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:09,  1.51s/it, loss=0.039, mat=0.076, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:07,  1.51s/it, loss=0.039, mat=0.076, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:07,  1.51s/it, loss=0.043, mat=0.078, sens=0.879, deg=0.000]
Ep 012/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:06,  1.51s/it, loss=0.043, mat=0.078, sens=0.879, deg=0.000]
Ep 012/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:06,  1.51s/it, loss=0.037, mat=0.072, sens=0.799, deg=0.000]
Ep 012/100 [S2:+mat]:   8%|▎   | 22/264 [00:33<06:04,  1.51s/it, loss=0.037, mat=0.072, sens=0.799, deg=0.000]
Ep 012/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:04,  1.51s/it, loss=0.041, mat=0.081, sens=0.843, deg=0.000]
Ep 012/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:04,  1.51s/it, loss=0.041, mat=0.081, sens=0.843, deg=0.000]
Ep 012/100 [S2:+mat]:   9%|▎   | 23/264 [00:36<06:04,  1.51s/it, loss=0.040, mat=0.075, sens=1.058, deg=0.000]
Ep 012/100 [S2:+mat]:   9%|▎   | 24/264 [00:36<06:02,  1.51s/it, loss=0.040, mat=0.075, sens=1.058, deg=0.000]
Ep 012/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:02,  1.51s/it, loss=0.037, mat=0.072, sens=0.846, deg=0.000]
Ep 012/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:00,  1.51s/it, loss=0.037, mat=0.072, sens=0.846, deg=0.000]
Ep 012/100 [S2:+mat]:   9%|▍   | 25/264 [00:39<06:00,  1.51s/it, loss=0.042, mat=0.078, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  10%|▍   | 26/264 [00:39<05:59,  1.51s/it, loss=0.042, mat=0.078, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<05:59,  1.51s/it, loss=0.040, mat=0.075, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<05:58,  1.51s/it, loss=0.040, mat=0.075, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  10%|▍   | 27/264 [00:42<05:58,  1.51s/it, loss=0.042, mat=0.074, sens=1.047, deg=0.000]
Ep 012/100 [S2:+mat]:  11%|▍   | 28/264 [00:42<05:56,  1.51s/it, loss=0.042, mat=0.074, sens=1.047, deg=0.000]
Ep 012/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:56,  1.51s/it, loss=0.047, mat=0.081, sens=3.684, deg=0.000]
Ep 012/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:54,  1.51s/it, loss=0.047, mat=0.081, sens=3.684, deg=0.000]
Ep 012/100 [S2:+mat]:  11%|▍   | 29/264 [00:45<05:54,  1.51s/it, loss=0.039, mat=0.076, sens=1.625, deg=0.000]
Ep 012/100 [S2:+mat]:  11%|▍   | 30/264 [00:45<05:52,  1.51s/it, loss=0.039, mat=0.076, sens=1.625, deg=0.000]
Ep 012/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:52,  1.51s/it, loss=0.053, mat=0.080, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:51,  1.51s/it, loss=0.053, mat=0.080, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:51,  1.51s/it, loss=0.038, mat=0.070, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:54,  1.53s/it, loss=0.038, mat=0.070, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:54,  1.53s/it, loss=0.037, mat=0.071, sens=2.201, deg=0.000]
Ep 012/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:52,  1.52s/it, loss=0.037, mat=0.071, sens=2.201, deg=0.000]
Ep 012/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:52,  1.52s/it, loss=0.040, mat=0.071, sens=1.583, deg=0.000]
Ep 012/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:49,  1.52s/it, loss=0.040, mat=0.071, sens=1.583, deg=0.000]
Ep 012/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:49,  1.52s/it, loss=0.041, mat=0.076, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:47,  1.52s/it, loss=0.041, mat=0.076, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:47,  1.52s/it, loss=0.039, mat=0.077, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:45,  1.52s/it, loss=0.039, mat=0.077, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:45,  1.52s/it, loss=0.038, mat=0.072, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:44,  1.52s/it, loss=0.038, mat=0.072, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:44,  1.52s/it, loss=0.045, mat=0.078, sens=0.000, deg=0.009]
Ep 012/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:42,  1.52s/it, loss=0.045, mat=0.078, sens=0.000, deg=0.009]
Ep 012/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:42,  1.52s/it, loss=0.041, mat=0.074, sens=0.809, deg=0.000]
Ep 012/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:41,  1.52s/it, loss=0.041, mat=0.074, sens=0.809, deg=0.000]
Ep 012/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:41,  1.52s/it, loss=0.039, mat=0.075, sens=0.838, deg=0.000]
Ep 012/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:39,  1.52s/it, loss=0.039, mat=0.075, sens=0.838, deg=0.000]
Ep 012/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:39,  1.52s/it, loss=0.038, mat=0.073, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:37,  1.51s/it, loss=0.038, mat=0.073, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:37,  1.51s/it, loss=0.034, mat=0.064, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:35,  1.51s/it, loss=0.034, mat=0.064, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:35,  1.51s/it, loss=0.037, mat=0.071, sens=0.812, deg=0.000]
Ep 012/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:34,  1.51s/it, loss=0.037, mat=0.071, sens=0.812, deg=0.000]
Ep 012/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:34,  1.51s/it, loss=0.037, mat=0.071, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:32,  1.51s/it, loss=0.037, mat=0.071, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:32,  1.51s/it, loss=0.038, mat=0.070, sens=3.720, deg=0.000]
Ep 012/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:31,  1.51s/it, loss=0.038, mat=0.070, sens=3.720, deg=0.000]
Ep 012/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:31,  1.51s/it, loss=0.041, mat=0.075, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:36,  1.54s/it, loss=0.041, mat=0.075, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:36,  1.54s/it, loss=0.035, mat=0.068, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:33,  1.54s/it, loss=0.035, mat=0.068, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:33,  1.54s/it, loss=0.037, mat=0.068, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:30,  1.53s/it, loss=0.037, mat=0.068, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:30,  1.53s/it, loss=0.037, mat=0.073, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  19%|▋   | 49/264 [01:14<05:28,  1.53s/it, loss=0.037, mat=0.073, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:28,  1.53s/it, loss=0.038, mat=0.072, sens=3.170, deg=0.000]
Ep 012/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:25,  1.52s/it, loss=0.038, mat=0.072, sens=3.170, deg=0.000]
Ep 012/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:25,  1.52s/it, loss=0.035, mat=0.068, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  19%|▊   | 51/264 [01:17<05:23,  1.52s/it, loss=0.035, mat=0.068, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:23,  1.52s/it, loss=0.036, mat=0.066, sens=0.812, deg=0.000]
Ep 012/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:21,  1.52s/it, loss=0.036, mat=0.066, sens=0.812, deg=0.000]
Ep 012/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:21,  1.52s/it, loss=0.037, mat=0.070, sens=0.884, deg=0.000]
Ep 012/100 [S2:+mat]:  20%|▊   | 53/264 [01:20<05:20,  1.52s/it, loss=0.037, mat=0.070, sens=0.884, deg=0.000]
Ep 012/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:20,  1.52s/it, loss=0.034, mat=0.066, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:18,  1.52s/it, loss=0.034, mat=0.066, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:18,  1.52s/it, loss=0.035, mat=0.068, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  21%|▊   | 55/264 [01:23<05:17,  1.52s/it, loss=0.035, mat=0.068, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:17,  1.52s/it, loss=0.036, mat=0.065, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:15,  1.52s/it, loss=0.036, mat=0.065, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:15,  1.52s/it, loss=0.030, mat=0.059, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:13,  1.52s/it, loss=0.030, mat=0.059, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:13,  1.52s/it, loss=0.038, mat=0.069, sens=3.019, deg=0.000]
Ep 012/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:16,  1.54s/it, loss=0.038, mat=0.069, sens=3.019, deg=0.000]
Ep 012/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:16,  1.54s/it, loss=0.037, mat=0.067, sens=3.174, deg=0.000]
Ep 012/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:13,  1.53s/it, loss=0.037, mat=0.067, sens=3.174, deg=0.000]
Ep 012/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:13,  1.53s/it, loss=0.036, mat=0.070, sens=1.127, deg=0.000]
Ep 012/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:11,  1.52s/it, loss=0.036, mat=0.070, sens=1.127, deg=0.000]
Ep 012/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:11,  1.52s/it, loss=0.033, mat=0.065, sens=3.540, deg=0.000]
Ep 012/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:09,  1.52s/it, loss=0.033, mat=0.065, sens=3.540, deg=0.000]
Ep 012/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:09,  1.52s/it, loss=0.033, mat=0.065, sens=0.946, deg=0.000]
Ep 012/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:07,  1.52s/it, loss=0.033, mat=0.065, sens=0.946, deg=0.000]
Ep 012/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:07,  1.52s/it, loss=0.049, mat=0.064, sens=0.000, deg=0.020]
Ep 012/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:04,  1.52s/it, loss=0.049, mat=0.064, sens=0.000, deg=0.020]
Ep 012/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:04,  1.52s/it, loss=0.034, mat=0.066, sens=1.103, deg=0.000]
Ep 012/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:03,  1.52s/it, loss=0.034, mat=0.066, sens=1.103, deg=0.000]
Ep 012/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:03,  1.52s/it, loss=0.036, mat=0.060, sens=4.235, deg=0.000]
Ep 012/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:02,  1.52s/it, loss=0.036, mat=0.060, sens=4.235, deg=0.000]
Ep 012/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:02,  1.52s/it, loss=0.033, mat=0.063, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  25%|█   | 66/264 [01:40<05:00,  1.52s/it, loss=0.033, mat=0.063, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  25%|█   | 66/264 [01:42<05:00,  1.52s/it, loss=0.033, mat=0.062, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:59,  1.52s/it, loss=0.033, mat=0.062, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:59,  1.52s/it, loss=0.035, mat=0.066, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  26%|█   | 68/264 [01:43<04:59,  1.53s/it, loss=0.035, mat=0.066, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:59,  1.53s/it, loss=0.032, mat=0.061, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:58,  1.53s/it, loss=0.032, mat=0.061, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:58,  1.53s/it, loss=0.033, mat=0.064, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:55,  1.52s/it, loss=0.033, mat=0.064, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:55,  1.52s/it, loss=0.032, mat=0.061, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:53,  1.52s/it, loss=0.032, mat=0.061, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:53,  1.52s/it, loss=0.033, mat=0.060, sens=0.819, deg=0.000]
Ep 012/100 [S2:+mat]:  27%|█   | 72/264 [01:49<04:51,  1.52s/it, loss=0.033, mat=0.060, sens=0.819, deg=0.000]
Ep 012/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:51,  1.52s/it, loss=0.031, mat=0.060, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:49,  1.52s/it, loss=0.031, mat=0.060, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:49,  1.52s/it, loss=0.030, mat=0.059, sens=0.875, deg=0.000]
Ep 012/100 [S2:+mat]:  28%|█   | 74/264 [01:52<04:48,  1.52s/it, loss=0.030, mat=0.059, sens=0.875, deg=0.000]
Ep 012/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:48,  1.52s/it, loss=0.033, mat=0.060, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:46,  1.52s/it, loss=0.033, mat=0.060, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:46,  1.52s/it, loss=0.032, mat=0.061, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:49,  1.54s/it, loss=0.032, mat=0.061, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:49,  1.54s/it, loss=0.033, mat=0.060, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:46,  1.53s/it, loss=0.033, mat=0.060, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:46,  1.53s/it, loss=0.032, mat=0.057, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  30%|█▏  | 78/264 [01:59<04:44,  1.53s/it, loss=0.032, mat=0.057, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:44,  1.53s/it, loss=0.035, mat=0.057, sens=0.804, deg=0.000]
Ep 012/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:42,  1.52s/it, loss=0.035, mat=0.057, sens=0.804, deg=0.000]
Ep 012/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:42,  1.52s/it, loss=0.033, mat=0.060, sens=1.453, deg=0.000]
Ep 012/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:40,  1.52s/it, loss=0.033, mat=0.060, sens=1.453, deg=0.000]
Ep 012/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:40,  1.52s/it, loss=0.034, mat=0.060, sens=3.717, deg=0.000]
Ep 012/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:38,  1.52s/it, loss=0.034, mat=0.060, sens=3.717, deg=0.000]
Ep 012/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:38,  1.52s/it, loss=0.033, mat=0.056, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:36,  1.52s/it, loss=0.033, mat=0.056, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:36,  1.52s/it, loss=0.032, mat=0.056, sens=3.422, deg=0.000]
Ep 012/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:34,  1.52s/it, loss=0.032, mat=0.056, sens=3.422, deg=0.000]
Ep 012/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:34,  1.52s/it, loss=0.031, mat=0.060, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:33,  1.52s/it, loss=0.031, mat=0.060, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:33,  1.52s/it, loss=0.028, mat=0.050, sens=2.101, deg=0.000]
Ep 012/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:31,  1.52s/it, loss=0.028, mat=0.050, sens=2.101, deg=0.000]
Ep 012/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:31,  1.52s/it, loss=0.030, mat=0.056, sens=0.806, deg=0.000]
Ep 012/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:30,  1.52s/it, loss=0.030, mat=0.056, sens=0.806, deg=0.000]
Ep 012/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:30,  1.52s/it, loss=0.032, mat=0.058, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:28,  1.52s/it, loss=0.032, mat=0.058, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:28,  1.52s/it, loss=0.041, mat=0.059, sens=1.282, deg=0.000]
Ep 012/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:27,  1.52s/it, loss=0.041, mat=0.059, sens=1.282, deg=0.000]
Ep 012/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:27,  1.52s/it, loss=0.031, mat=0.059, sens=0.796, deg=0.000]
Ep 012/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:25,  1.52s/it, loss=0.031, mat=0.059, sens=0.796, deg=0.000]
Ep 012/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:25,  1.52s/it, loss=0.030, mat=0.056, sens=2.288, deg=0.000]
Ep 012/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:24,  1.52s/it, loss=0.030, mat=0.056, sens=2.288, deg=0.000]
Ep 012/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:24,  1.52s/it, loss=0.030, mat=0.057, sens=1.801, deg=0.000]
Ep 012/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:28,  1.55s/it, loss=0.030, mat=0.057, sens=1.801, deg=0.000]
Ep 012/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:28,  1.55s/it, loss=0.030, mat=0.057, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:25,  1.55s/it, loss=0.030, mat=0.057, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:25,  1.55s/it, loss=0.035, mat=0.060, sens=1.649, deg=0.000]
Ep 012/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:22,  1.54s/it, loss=0.035, mat=0.060, sens=1.649, deg=0.000]
Ep 012/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:22,  1.54s/it, loss=0.030, mat=0.053, sens=3.500, deg=0.000]
Ep 012/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:20,  1.53s/it, loss=0.030, mat=0.053, sens=3.500, deg=0.000]
Ep 012/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:20,  1.53s/it, loss=0.028, mat=0.055, sens=0.848, deg=0.000]
Ep 012/100 [S2:+mat]:  36%|█▍  | 95/264 [02:24<04:17,  1.53s/it, loss=0.028, mat=0.055, sens=0.848, deg=0.000]
Ep 012/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:17,  1.53s/it, loss=0.029, mat=0.056, sens=0.794, deg=0.000]
Ep 012/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:15,  1.52s/it, loss=0.029, mat=0.056, sens=0.794, deg=0.000]
Ep 012/100 [S2:+mat]:  36%|█▍  | 96/264 [02:28<04:15,  1.52s/it, loss=0.029, mat=0.054, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:14,  1.52s/it, loss=0.029, mat=0.054, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:14,  1.52s/it, loss=0.026, mat=0.046, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:12,  1.52s/it, loss=0.026, mat=0.046, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  37%|█▍  | 98/264 [02:31<04:12,  1.52s/it, loss=0.027, mat=0.052, sens=0.834, deg=0.000]
Ep 012/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:10,  1.52s/it, loss=0.027, mat=0.052, sens=0.834, deg=0.000]
Ep 012/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:10,  1.52s/it, loss=0.028, mat=0.052, sens=0.844, deg=0.000]
Ep 012/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:08,  1.52s/it, loss=0.028, mat=0.052, sens=0.844, deg=0.000]
Ep 012/100 [S2:+mat]:  38%|█▏ | 100/264 [02:34<04:08,  1.52s/it, loss=0.027, mat=0.052, sens=0.801, deg=0.000]
Ep 012/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:07,  1.52s/it, loss=0.027, mat=0.052, sens=0.801, deg=0.000]
Ep 012/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:07,  1.52s/it, loss=0.028, mat=0.051, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:05,  1.52s/it, loss=0.028, mat=0.051, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  39%|█▏ | 102/264 [02:37<04:05,  1.52s/it, loss=0.027, mat=0.051, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:08,  1.54s/it, loss=0.027, mat=0.051, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:08,  1.54s/it, loss=0.028, mat=0.054, sens=0.965, deg=0.000]
Ep 012/100 [S2:+mat]:  39%|█▏ | 104/264 [02:38<04:05,  1.53s/it, loss=0.028, mat=0.054, sens=0.965, deg=0.000]
Ep 012/100 [S2:+mat]:  39%|█▏ | 104/264 [02:40<04:05,  1.53s/it, loss=0.027, mat=0.052, sens=2.995, deg=0.000]
Ep 012/100 [S2:+mat]:  40%|█▏ | 105/264 [02:40<04:03,  1.53s/it, loss=0.027, mat=0.052, sens=2.995, deg=0.000]
Ep 012/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:03,  1.53s/it, loss=0.029, mat=0.053, sens=0.810, deg=0.000]
Ep 012/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<04:01,  1.53s/it, loss=0.029, mat=0.053, sens=0.810, deg=0.000]
Ep 012/100 [S2:+mat]:  40%|█▏ | 106/264 [02:43<04:01,  1.53s/it, loss=0.025, mat=0.048, sens=0.807, deg=0.000]
Ep 012/100 [S2:+mat]:  41%|█▏ | 107/264 [02:43<03:59,  1.52s/it, loss=0.025, mat=0.048, sens=0.807, deg=0.000]
Ep 012/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:59,  1.52s/it, loss=0.027, mat=0.050, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:57,  1.52s/it, loss=0.027, mat=0.050, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  41%|█▏ | 108/264 [02:46<03:57,  1.52s/it, loss=0.025, mat=0.048, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  41%|█▏ | 109/264 [02:46<03:55,  1.52s/it, loss=0.025, mat=0.048, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:55,  1.52s/it, loss=0.026, mat=0.050, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:53,  1.52s/it, loss=0.026, mat=0.050, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  42%|█▎ | 110/264 [02:49<03:53,  1.52s/it, loss=0.026, mat=0.051, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  42%|█▎ | 111/264 [02:49<03:51,  1.52s/it, loss=0.026, mat=0.051, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:51,  1.52s/it, loss=0.028, mat=0.053, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:50,  1.51s/it, loss=0.028, mat=0.053, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  42%|█▎ | 112/264 [02:52<03:50,  1.51s/it, loss=0.030, mat=0.055, sens=3.142, deg=0.000]
Ep 012/100 [S2:+mat]:  43%|█▎ | 113/264 [02:52<03:49,  1.52s/it, loss=0.030, mat=0.055, sens=3.142, deg=0.000]
Ep 012/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:49,  1.52s/it, loss=0.026, mat=0.050, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:49,  1.53s/it, loss=0.026, mat=0.050, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:49,  1.53s/it, loss=0.027, mat=0.051, sens=2.112, deg=0.000]
Ep 012/100 [S2:+mat]:  44%|█▎ | 115/264 [02:55<03:47,  1.53s/it, loss=0.027, mat=0.051, sens=2.112, deg=0.000]
Ep 012/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:47,  1.53s/it, loss=0.028, mat=0.054, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  44%|█▎ | 116/264 [02:56<03:45,  1.53s/it, loss=0.028, mat=0.054, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:45,  1.53s/it, loss=0.026, mat=0.047, sens=0.846, deg=0.000]
Ep 012/100 [S2:+mat]:  44%|█▎ | 117/264 [02:58<03:44,  1.52s/it, loss=0.026, mat=0.047, sens=0.846, deg=0.000]
Ep 012/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:44,  1.52s/it, loss=0.027, mat=0.051, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  45%|█▎ | 118/264 [02:59<03:41,  1.52s/it, loss=0.027, mat=0.051, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:41,  1.52s/it, loss=0.028, mat=0.049, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  45%|█▎ | 119/264 [03:01<03:39,  1.52s/it, loss=0.028, mat=0.049, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  45%|█▎ | 119/264 [03:03<03:39,  1.52s/it, loss=0.024, mat=0.045, sens=3.996, deg=0.000]
Ep 012/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:38,  1.52s/it, loss=0.024, mat=0.045, sens=3.996, deg=0.000]
Ep 012/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:38,  1.52s/it, loss=0.024, mat=0.047, sens=0.805, deg=0.000]
Ep 012/100 [S2:+mat]:  46%|█▍ | 121/264 [03:04<03:40,  1.54s/it, loss=0.024, mat=0.047, sens=0.805, deg=0.000]
Ep 012/100 [S2:+mat]:  46%|█▍ | 121/264 [03:06<03:40,  1.54s/it, loss=0.025, mat=0.046, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:37,  1.53s/it, loss=0.025, mat=0.046, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:37,  1.53s/it, loss=0.025, mat=0.045, sens=0.807, deg=0.000]
Ep 012/100 [S2:+mat]:  47%|█▍ | 123/264 [03:07<03:35,  1.53s/it, loss=0.025, mat=0.045, sens=0.807, deg=0.000]
Ep 012/100 [S2:+mat]:  47%|█▍ | 123/264 [03:09<03:35,  1.53s/it, loss=0.025, mat=0.048, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  47%|█▍ | 124/264 [03:09<03:33,  1.52s/it, loss=0.025, mat=0.048, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:33,  1.52s/it, loss=0.027, mat=0.049, sens=2.829, deg=0.000]
Ep 012/100 [S2:+mat]:  47%|█▍ | 125/264 [03:10<03:31,  1.52s/it, loss=0.027, mat=0.049, sens=2.829, deg=0.000]
Ep 012/100 [S2:+mat]:  47%|█▍ | 125/264 [03:12<03:31,  1.52s/it, loss=0.025, mat=0.048, sens=2.552, deg=0.000]
Ep 012/100 [S2:+mat]:  48%|█▍ | 126/264 [03:12<03:29,  1.52s/it, loss=0.025, mat=0.048, sens=2.552, deg=0.000]
Ep 012/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:29,  1.52s/it, loss=0.026, mat=0.049, sens=0.799, deg=0.000]
Ep 012/100 [S2:+mat]:  48%|█▍ | 127/264 [03:13<03:28,  1.52s/it, loss=0.026, mat=0.049, sens=0.799, deg=0.000]
Ep 012/100 [S2:+mat]:  48%|█▍ | 127/264 [03:15<03:28,  1.52s/it, loss=0.026, mat=0.049, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  48%|█▍ | 128/264 [03:15<03:26,  1.52s/it, loss=0.026, mat=0.049, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:26,  1.52s/it, loss=0.022, mat=0.042, sens=2.063, deg=0.000]
Ep 012/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:25,  1.52s/it, loss=0.022, mat=0.042, sens=2.063, deg=0.000]
Ep 012/100 [S2:+mat]:  49%|█▍ | 129/264 [03:18<03:25,  1.52s/it, loss=0.027, mat=0.046, sens=1.396, deg=0.000]
Ep 012/100 [S2:+mat]:  49%|█▍ | 130/264 [03:18<03:23,  1.52s/it, loss=0.027, mat=0.046, sens=1.396, deg=0.000]
Ep 012/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:23,  1.52s/it, loss=0.027, mat=0.052, sens=2.073, deg=0.000]
Ep 012/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:22,  1.52s/it, loss=0.027, mat=0.052, sens=2.073, deg=0.000]
Ep 012/100 [S2:+mat]:  50%|█▍ | 131/264 [03:21<03:22,  1.52s/it, loss=0.024, mat=0.046, sens=2.992, deg=0.000]
Ep 012/100 [S2:+mat]:  50%|█▌ | 132/264 [03:21<03:20,  1.52s/it, loss=0.024, mat=0.046, sens=2.992, deg=0.000]
Ep 012/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:20,  1.52s/it, loss=0.026, mat=0.047, sens=1.105, deg=0.000]
Ep 012/100 [S2:+mat]:  50%|█▌ | 133/264 [03:22<03:19,  1.52s/it, loss=0.026, mat=0.047, sens=1.105, deg=0.000]
Ep 012/100 [S2:+mat]:  50%|█▌ | 133/264 [03:24<03:19,  1.52s/it, loss=0.024, mat=0.045, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  51%|█▌ | 134/264 [03:24<03:17,  1.52s/it, loss=0.024, mat=0.045, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:17,  1.52s/it, loss=0.026, mat=0.047, sens=0.797, deg=0.000]
Ep 012/100 [S2:+mat]:  51%|█▌ | 135/264 [03:25<03:18,  1.54s/it, loss=0.026, mat=0.047, sens=0.797, deg=0.000]
Ep 012/100 [S2:+mat]:  51%|█▌ | 135/264 [03:27<03:18,  1.54s/it, loss=0.026, mat=0.049, sens=0.807, deg=0.000]
Ep 012/100 [S2:+mat]:  52%|█▌ | 136/264 [03:27<03:16,  1.53s/it, loss=0.026, mat=0.049, sens=0.807, deg=0.000]
Ep 012/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:16,  1.53s/it, loss=0.024, mat=0.045, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  52%|█▌ | 137/264 [03:28<03:14,  1.53s/it, loss=0.024, mat=0.045, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  52%|█▌ | 137/264 [03:30<03:14,  1.53s/it, loss=0.036, mat=0.045, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  52%|█▌ | 138/264 [03:30<03:12,  1.53s/it, loss=0.036, mat=0.045, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  52%|█▌ | 138/264 [03:32<03:12,  1.53s/it, loss=0.026, mat=0.044, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:11,  1.53s/it, loss=0.026, mat=0.044, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  53%|█▌ | 139/264 [03:33<03:11,  1.53s/it, loss=0.023, mat=0.043, sens=1.123, deg=0.000]
Ep 012/100 [S2:+mat]:  53%|█▌ | 140/264 [03:33<03:09,  1.53s/it, loss=0.023, mat=0.043, sens=1.123, deg=0.000]
Ep 012/100 [S2:+mat]:  53%|█▌ | 140/264 [03:35<03:09,  1.53s/it, loss=0.026, mat=0.046, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:09,  1.54s/it, loss=0.026, mat=0.046, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  53%|█▌ | 141/264 [03:36<03:09,  1.54s/it, loss=0.027, mat=0.042, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  54%|█▌ | 142/264 [03:36<03:10,  1.56s/it, loss=0.027, mat=0.042, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  54%|█▌ | 142/264 [03:38<03:10,  1.56s/it, loss=0.023, mat=0.044, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:10,  1.58s/it, loss=0.023, mat=0.044, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:10,  1.58s/it, loss=0.024, mat=0.042, sens=0.869, deg=0.000]
Ep 012/100 [S2:+mat]:  55%|█▋ | 144/264 [03:39<03:10,  1.59s/it, loss=0.024, mat=0.042, sens=0.869, deg=0.000]
Ep 012/100 [S2:+mat]:  55%|█▋ | 144/264 [03:41<03:10,  1.59s/it, loss=0.023, mat=0.043, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  55%|█▋ | 145/264 [03:41<03:10,  1.60s/it, loss=0.023, mat=0.043, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  55%|█▋ | 145/264 [03:43<03:10,  1.60s/it, loss=0.021, mat=0.039, sens=2.220, deg=0.000]
Ep 012/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<03:09,  1.61s/it, loss=0.021, mat=0.039, sens=2.220, deg=0.000]
Ep 012/100 [S2:+mat]:  55%|█▋ | 146/264 [03:44<03:09,  1.61s/it, loss=0.021, mat=0.040, sens=1.938, deg=0.000]
Ep 012/100 [S2:+mat]:  56%|█▋ | 147/264 [03:44<03:11,  1.63s/it, loss=0.021, mat=0.040, sens=1.938, deg=0.000]
Ep 012/100 [S2:+mat]:  56%|█▋ | 147/264 [03:46<03:11,  1.63s/it, loss=0.026, mat=0.040, sens=1.147, deg=0.000]
Ep 012/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<03:09,  1.63s/it, loss=0.026, mat=0.040, sens=1.147, deg=0.000]
Ep 012/100 [S2:+mat]:  56%|█▋ | 148/264 [03:48<03:09,  1.63s/it, loss=0.035, mat=0.040, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<03:07,  1.63s/it, loss=0.035, mat=0.040, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  56%|█▋ | 149/264 [03:49<03:07,  1.63s/it, loss=0.022, mat=0.037, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<03:05,  1.62s/it, loss=0.022, mat=0.037, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  57%|█▋ | 150/264 [03:51<03:05,  1.62s/it, loss=0.023, mat=0.042, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<03:03,  1.62s/it, loss=0.023, mat=0.042, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  57%|█▋ | 151/264 [03:53<03:03,  1.62s/it, loss=0.025, mat=0.040, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  58%|█▋ | 152/264 [03:53<03:01,  1.62s/it, loss=0.025, mat=0.040, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  58%|█▋ | 152/264 [03:54<03:01,  1.62s/it, loss=0.041, mat=0.042, sens=0.934, deg=0.001]
Ep 012/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<03:00,  1.62s/it, loss=0.041, mat=0.042, sens=0.934, deg=0.001]
Ep 012/100 [S2:+mat]:  58%|█▋ | 153/264 [03:56<03:00,  1.62s/it, loss=0.023, mat=0.041, sens=3.945, deg=0.000]
Ep 012/100 [S2:+mat]:  58%|█▊ | 154/264 [03:56<02:58,  1.62s/it, loss=0.023, mat=0.041, sens=3.945, deg=0.000]
Ep 012/100 [S2:+mat]:  58%|█▊ | 154/264 [03:57<02:58,  1.62s/it, loss=0.023, mat=0.040, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:56,  1.62s/it, loss=0.023, mat=0.040, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  59%|█▊ | 155/264 [03:59<02:56,  1.62s/it, loss=0.022, mat=0.041, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  59%|█▊ | 156/264 [03:59<02:54,  1.62s/it, loss=0.022, mat=0.041, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  59%|█▊ | 156/264 [04:01<02:54,  1.62s/it, loss=0.023, mat=0.038, sens=2.597, deg=0.000]
Ep 012/100 [S2:+mat]:  59%|█▊ | 157/264 [04:01<02:53,  1.62s/it, loss=0.023, mat=0.038, sens=2.597, deg=0.000]
Ep 012/100 [S2:+mat]:  59%|█▊ | 157/264 [04:02<02:53,  1.62s/it, loss=0.022, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  60%|█▊ | 158/264 [04:02<02:51,  1.62s/it, loss=0.022, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  60%|█▊ | 158/264 [04:04<02:51,  1.62s/it, loss=0.024, mat=0.044, sens=1.286, deg=0.000]
Ep 012/100 [S2:+mat]:  60%|█▊ | 159/264 [04:04<02:49,  1.62s/it, loss=0.024, mat=0.044, sens=1.286, deg=0.000]
Ep 012/100 [S2:+mat]:  60%|█▊ | 159/264 [04:05<02:49,  1.62s/it, loss=0.024, mat=0.039, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  61%|█▊ | 160/264 [04:05<02:48,  1.62s/it, loss=0.024, mat=0.039, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  61%|█▊ | 160/264 [04:07<02:48,  1.62s/it, loss=0.024, mat=0.039, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  61%|█▊ | 161/264 [04:07<02:46,  1.62s/it, loss=0.024, mat=0.039, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  61%|█▊ | 161/264 [04:09<02:46,  1.62s/it, loss=0.024, mat=0.039, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  61%|█▊ | 162/264 [04:09<02:45,  1.62s/it, loss=0.024, mat=0.039, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  61%|█▊ | 162/264 [04:10<02:45,  1.62s/it, loss=0.021, mat=0.039, sens=0.850, deg=0.000]
Ep 012/100 [S2:+mat]:  62%|█▊ | 163/264 [04:10<02:43,  1.62s/it, loss=0.021, mat=0.039, sens=0.850, deg=0.000]
Ep 012/100 [S2:+mat]:  62%|█▊ | 163/264 [04:12<02:43,  1.62s/it, loss=0.020, mat=0.036, sens=3.244, deg=0.000]
Ep 012/100 [S2:+mat]:  62%|█▊ | 164/264 [04:12<02:41,  1.62s/it, loss=0.020, mat=0.036, sens=3.244, deg=0.000]
Ep 012/100 [S2:+mat]:  62%|█▊ | 164/264 [04:14<02:41,  1.62s/it, loss=0.021, mat=0.039, sens=2.769, deg=0.000]
Ep 012/100 [S2:+mat]:  62%|█▉ | 165/264 [04:14<02:42,  1.64s/it, loss=0.021, mat=0.039, sens=2.769, deg=0.000]
Ep 012/100 [S2:+mat]:  62%|█▉ | 165/264 [04:15<02:42,  1.64s/it, loss=0.021, mat=0.037, sens=0.797, deg=0.000]
Ep 012/100 [S2:+mat]:  63%|█▉ | 166/264 [04:15<02:40,  1.64s/it, loss=0.021, mat=0.037, sens=0.797, deg=0.000]
Ep 012/100 [S2:+mat]:  63%|█▉ | 166/264 [04:17<02:40,  1.64s/it, loss=0.022, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  63%|█▉ | 167/264 [04:17<02:38,  1.63s/it, loss=0.022, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  63%|█▉ | 167/264 [04:18<02:38,  1.63s/it, loss=0.022, mat=0.041, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  64%|█▉ | 168/264 [04:18<02:34,  1.61s/it, loss=0.022, mat=0.041, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  64%|█▉ | 168/264 [04:20<02:34,  1.61s/it, loss=0.023, mat=0.041, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  64%|█▉ | 169/264 [04:20<02:30,  1.58s/it, loss=0.023, mat=0.041, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  64%|█▉ | 169/264 [04:21<02:30,  1.58s/it, loss=0.020, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  64%|█▉ | 170/264 [04:21<02:26,  1.56s/it, loss=0.020, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  64%|█▉ | 170/264 [04:23<02:26,  1.56s/it, loss=0.020, mat=0.035, sens=0.905, deg=0.000]
Ep 012/100 [S2:+mat]:  65%|█▉ | 171/264 [04:23<02:23,  1.55s/it, loss=0.020, mat=0.035, sens=0.905, deg=0.000]
Ep 012/100 [S2:+mat]:  65%|█▉ | 171/264 [04:25<02:23,  1.55s/it, loss=0.025, mat=0.042, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  65%|█▉ | 172/264 [04:25<02:21,  1.54s/it, loss=0.025, mat=0.042, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  65%|█▉ | 172/264 [04:26<02:21,  1.54s/it, loss=0.021, mat=0.040, sens=1.835, deg=0.000]
Ep 012/100 [S2:+mat]:  66%|█▉ | 173/264 [04:26<02:19,  1.53s/it, loss=0.021, mat=0.040, sens=1.835, deg=0.000]
Ep 012/100 [S2:+mat]:  66%|█▉ | 173/264 [04:28<02:19,  1.53s/it, loss=0.022, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  66%|█▉ | 174/264 [04:28<02:17,  1.53s/it, loss=0.022, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  66%|█▉ | 174/264 [04:29<02:17,  1.53s/it, loss=0.021, mat=0.038, sens=1.685, deg=0.000]
Ep 012/100 [S2:+mat]:  66%|█▉ | 175/264 [04:29<02:15,  1.52s/it, loss=0.021, mat=0.038, sens=1.685, deg=0.000]
Ep 012/100 [S2:+mat]:  66%|█▉ | 175/264 [04:31<02:15,  1.52s/it, loss=0.021, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  67%|██ | 176/264 [04:31<02:13,  1.52s/it, loss=0.021, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  67%|██ | 176/264 [04:32<02:13,  1.52s/it, loss=0.021, mat=0.037, sens=2.662, deg=0.000]
Ep 012/100 [S2:+mat]:  67%|██ | 177/264 [04:32<02:12,  1.52s/it, loss=0.021, mat=0.037, sens=2.662, deg=0.000]
Ep 012/100 [S2:+mat]:  67%|██ | 177/264 [04:34<02:12,  1.52s/it, loss=0.019, mat=0.035, sens=6.207, deg=0.000]
Ep 012/100 [S2:+mat]:  67%|██ | 178/264 [04:34<02:10,  1.52s/it, loss=0.019, mat=0.035, sens=6.207, deg=0.000]
Ep 012/100 [S2:+mat]:  67%|██ | 178/264 [04:35<02:10,  1.52s/it, loss=0.018, mat=0.033, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  68%|██ | 179/264 [04:35<02:09,  1.52s/it, loss=0.018, mat=0.033, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  68%|██ | 179/264 [04:37<02:09,  1.52s/it, loss=0.019, mat=0.036, sens=3.733, deg=0.000]
Ep 012/100 [S2:+mat]:  68%|██ | 180/264 [04:37<02:09,  1.54s/it, loss=0.019, mat=0.036, sens=3.733, deg=0.000]
Ep 012/100 [S2:+mat]:  68%|██ | 180/264 [04:38<02:09,  1.54s/it, loss=0.020, mat=0.035, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  69%|██ | 181/264 [04:38<02:07,  1.54s/it, loss=0.020, mat=0.035, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  69%|██ | 181/264 [04:40<02:07,  1.54s/it, loss=0.020, mat=0.037, sens=1.955, deg=0.000]
Ep 012/100 [S2:+mat]:  69%|██ | 182/264 [04:40<02:05,  1.53s/it, loss=0.020, mat=0.037, sens=1.955, deg=0.000]
Ep 012/100 [S2:+mat]:  69%|██ | 182/264 [04:41<02:05,  1.53s/it, loss=0.020, mat=0.038, sens=2.141, deg=0.000]
Ep 012/100 [S2:+mat]:  69%|██ | 183/264 [04:41<02:03,  1.53s/it, loss=0.020, mat=0.038, sens=2.141, deg=0.000]
Ep 012/100 [S2:+mat]:  69%|██ | 183/264 [04:43<02:03,  1.53s/it, loss=0.019, mat=0.033, sens=3.405, deg=0.000]
Ep 012/100 [S2:+mat]:  70%|██ | 184/264 [04:43<02:02,  1.53s/it, loss=0.019, mat=0.033, sens=3.405, deg=0.000]
Ep 012/100 [S2:+mat]:  70%|██ | 184/264 [04:44<02:02,  1.53s/it, loss=0.020, mat=0.033, sens=0.793, deg=0.000]
Ep 012/100 [S2:+mat]:  70%|██ | 185/264 [04:44<02:01,  1.53s/it, loss=0.020, mat=0.033, sens=0.793, deg=0.000]
Ep 012/100 [S2:+mat]:  70%|██ | 185/264 [04:46<02:01,  1.53s/it, loss=0.020, mat=0.033, sens=2.224, deg=0.000]
Ep 012/100 [S2:+mat]:  70%|██ | 186/264 [04:46<01:59,  1.53s/it, loss=0.020, mat=0.033, sens=2.224, deg=0.000]
Ep 012/100 [S2:+mat]:  70%|██ | 186/264 [04:47<01:59,  1.53s/it, loss=0.019, mat=0.033, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  71%|██▏| 187/264 [04:47<01:57,  1.53s/it, loss=0.019, mat=0.033, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  71%|██▏| 187/264 [04:49<01:57,  1.53s/it, loss=0.023, mat=0.028, sens=2.879, deg=0.000]
Ep 012/100 [S2:+mat]:  71%|██▏| 188/264 [04:49<01:56,  1.53s/it, loss=0.023, mat=0.028, sens=2.879, deg=0.000]
Ep 012/100 [S2:+mat]:  71%|██▏| 188/264 [04:50<01:56,  1.53s/it, loss=0.021, mat=0.037, sens=0.876, deg=0.000]
Ep 012/100 [S2:+mat]:  72%|██▏| 189/264 [04:50<01:54,  1.53s/it, loss=0.021, mat=0.037, sens=0.876, deg=0.000]
Ep 012/100 [S2:+mat]:  72%|██▏| 189/264 [04:52<01:54,  1.53s/it, loss=0.024, mat=0.035, sens=1.067, deg=0.000]
Ep 012/100 [S2:+mat]:  72%|██▏| 190/264 [04:52<01:52,  1.52s/it, loss=0.024, mat=0.035, sens=1.067, deg=0.000]
Ep 012/100 [S2:+mat]:  72%|██▏| 190/264 [04:53<01:52,  1.52s/it, loss=0.024, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  72%|██▏| 191/264 [04:53<01:51,  1.52s/it, loss=0.024, mat=0.038, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  72%|██▏| 191/264 [04:55<01:51,  1.52s/it, loss=0.018, mat=0.033, sens=1.939, deg=0.000]
Ep 012/100 [S2:+mat]:  73%|██▏| 192/264 [04:55<01:51,  1.54s/it, loss=0.018, mat=0.033, sens=1.939, deg=0.000]
Ep 012/100 [S2:+mat]:  73%|██▏| 192/264 [04:57<01:51,  1.54s/it, loss=0.020, mat=0.035, sens=2.094, deg=0.000]
Ep 012/100 [S2:+mat]:  73%|██▏| 193/264 [04:57<01:49,  1.54s/it, loss=0.020, mat=0.035, sens=2.094, deg=0.000]
Ep 012/100 [S2:+mat]:  73%|██▏| 193/264 [04:58<01:49,  1.54s/it, loss=0.021, mat=0.035, sens=0.881, deg=0.000]
Ep 012/100 [S2:+mat]:  73%|██▏| 194/264 [04:58<01:47,  1.53s/it, loss=0.021, mat=0.035, sens=0.881, deg=0.000]
Ep 012/100 [S2:+mat]:  73%|██▏| 194/264 [05:00<01:47,  1.53s/it, loss=0.019, mat=0.035, sens=2.666, deg=0.000]
Ep 012/100 [S2:+mat]:  74%|██▏| 195/264 [05:00<01:45,  1.53s/it, loss=0.019, mat=0.035, sens=2.666, deg=0.000]
Ep 012/100 [S2:+mat]:  74%|██▏| 195/264 [05:01<01:45,  1.53s/it, loss=0.018, mat=0.033, sens=0.861, deg=0.000]
Ep 012/100 [S2:+mat]:  74%|██▏| 196/264 [05:01<01:43,  1.53s/it, loss=0.018, mat=0.033, sens=0.861, deg=0.000]
Ep 012/100 [S2:+mat]:  74%|██▏| 196/264 [05:03<01:43,  1.53s/it, loss=0.020, mat=0.034, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  75%|██▏| 197/264 [05:03<01:41,  1.52s/it, loss=0.020, mat=0.034, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  75%|██▏| 197/264 [05:04<01:41,  1.52s/it, loss=0.021, mat=0.034, sens=0.879, deg=0.000]
Ep 012/100 [S2:+mat]:  75%|██▎| 198/264 [05:04<01:40,  1.52s/it, loss=0.021, mat=0.034, sens=0.879, deg=0.000]
Ep 012/100 [S2:+mat]:  75%|██▎| 198/264 [05:06<01:40,  1.52s/it, loss=0.023, mat=0.034, sens=1.705, deg=0.000]
Ep 012/100 [S2:+mat]:  75%|██▎| 199/264 [05:06<01:38,  1.52s/it, loss=0.023, mat=0.034, sens=1.705, deg=0.000]
Ep 012/100 [S2:+mat]:  75%|██▎| 199/264 [05:07<01:38,  1.52s/it, loss=0.022, mat=0.031, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  76%|██▎| 200/264 [05:07<01:37,  1.52s/it, loss=0.022, mat=0.031, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  76%|██▎| 200/264 [05:09<01:37,  1.52s/it, loss=0.018, mat=0.033, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  76%|██▎| 201/264 [05:09<01:35,  1.52s/it, loss=0.018, mat=0.033, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  76%|██▎| 201/264 [05:10<01:35,  1.52s/it, loss=0.018, mat=0.030, sens=2.207, deg=0.000]
Ep 012/100 [S2:+mat]:  77%|██▎| 202/264 [05:10<01:34,  1.52s/it, loss=0.018, mat=0.030, sens=2.207, deg=0.000]
Ep 012/100 [S2:+mat]:  77%|██▎| 202/264 [05:12<01:34,  1.52s/it, loss=0.019, mat=0.035, sens=1.687, deg=0.000]
Ep 012/100 [S2:+mat]:  77%|██▎| 203/264 [05:12<01:32,  1.52s/it, loss=0.019, mat=0.035, sens=1.687, deg=0.000]
Ep 012/100 [S2:+mat]:  77%|██▎| 203/264 [05:13<01:32,  1.52s/it, loss=0.023, mat=0.032, sens=1.614, deg=0.000]
Ep 012/100 [S2:+mat]:  77%|██▎| 204/264 [05:13<01:31,  1.52s/it, loss=0.023, mat=0.032, sens=1.614, deg=0.000]
Ep 012/100 [S2:+mat]:  77%|██▎| 204/264 [05:15<01:31,  1.52s/it, loss=0.018, mat=0.032, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  78%|██▎| 205/264 [05:15<01:29,  1.52s/it, loss=0.018, mat=0.032, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  78%|██▎| 205/264 [05:16<01:29,  1.52s/it, loss=0.018, mat=0.029, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  78%|██▎| 206/264 [05:16<01:27,  1.52s/it, loss=0.018, mat=0.029, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  78%|██▎| 206/264 [05:18<01:27,  1.52s/it, loss=0.019, mat=0.032, sens=0.826, deg=0.000]
Ep 012/100 [S2:+mat]:  78%|██▎| 207/264 [05:18<01:26,  1.52s/it, loss=0.019, mat=0.032, sens=0.826, deg=0.000]
Ep 012/100 [S2:+mat]:  78%|██▎| 207/264 [05:19<01:26,  1.52s/it, loss=0.015, mat=0.027, sens=2.870, deg=0.000]
Ep 012/100 [S2:+mat]:  79%|██▎| 208/264 [05:19<01:25,  1.52s/it, loss=0.015, mat=0.027, sens=2.870, deg=0.000]
Ep 012/100 [S2:+mat]:  79%|██▎| 208/264 [05:21<01:25,  1.52s/it, loss=0.020, mat=0.033, sens=0.828, deg=0.000]
Ep 012/100 [S2:+mat]:  79%|██▍| 209/264 [05:21<01:23,  1.52s/it, loss=0.020, mat=0.033, sens=0.828, deg=0.000]
Ep 012/100 [S2:+mat]:  79%|██▍| 209/264 [05:22<01:23,  1.52s/it, loss=0.020, mat=0.028, sens=1.618, deg=0.000]
Ep 012/100 [S2:+mat]:  80%|██▍| 210/264 [05:22<01:22,  1.52s/it, loss=0.020, mat=0.028, sens=1.618, deg=0.000]
Ep 012/100 [S2:+mat]:  80%|██▍| 210/264 [05:24<01:22,  1.52s/it, loss=0.016, mat=0.027, sens=4.163, deg=0.000]
Ep 012/100 [S2:+mat]:  80%|██▍| 211/264 [05:24<01:21,  1.54s/it, loss=0.016, mat=0.027, sens=4.163, deg=0.000]
Ep 012/100 [S2:+mat]:  80%|██▍| 211/264 [05:26<01:21,  1.54s/it, loss=0.022, mat=0.033, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  80%|██▍| 212/264 [05:26<01:19,  1.54s/it, loss=0.022, mat=0.033, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  80%|██▍| 212/264 [05:27<01:19,  1.54s/it, loss=0.016, mat=0.027, sens=2.145, deg=0.000]
Ep 012/100 [S2:+mat]:  81%|██▍| 213/264 [05:27<01:18,  1.53s/it, loss=0.016, mat=0.027, sens=2.145, deg=0.000]
Ep 012/100 [S2:+mat]:  81%|██▍| 213/264 [05:29<01:18,  1.53s/it, loss=0.018, mat=0.032, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  81%|██▍| 214/264 [05:29<01:16,  1.53s/it, loss=0.018, mat=0.032, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  81%|██▍| 214/264 [05:30<01:16,  1.53s/it, loss=0.021, mat=0.027, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  81%|██▍| 215/264 [05:30<01:14,  1.53s/it, loss=0.021, mat=0.027, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  81%|██▍| 215/264 [05:32<01:14,  1.53s/it, loss=0.026, mat=0.033, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  82%|██▍| 216/264 [05:32<01:13,  1.53s/it, loss=0.026, mat=0.033, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  82%|██▍| 216/264 [05:33<01:13,  1.53s/it, loss=0.019, mat=0.030, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  82%|██▍| 217/264 [05:33<01:11,  1.52s/it, loss=0.019, mat=0.030, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  82%|██▍| 217/264 [05:35<01:11,  1.52s/it, loss=0.020, mat=0.031, sens=0.820, deg=0.000]
Ep 012/100 [S2:+mat]:  83%|██▍| 218/264 [05:35<01:10,  1.52s/it, loss=0.020, mat=0.031, sens=0.820, deg=0.000]
Ep 012/100 [S2:+mat]:  83%|██▍| 218/264 [05:36<01:10,  1.52s/it, loss=0.018, mat=0.032, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  83%|██▍| 219/264 [05:36<01:08,  1.52s/it, loss=0.018, mat=0.032, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  83%|██▍| 219/264 [05:38<01:08,  1.52s/it, loss=0.017, mat=0.031, sens=0.783, deg=0.000]
Ep 012/100 [S2:+mat]:  83%|██▌| 220/264 [05:38<01:06,  1.52s/it, loss=0.017, mat=0.031, sens=0.783, deg=0.000]
Ep 012/100 [S2:+mat]:  83%|██▌| 220/264 [05:39<01:06,  1.52s/it, loss=0.018, mat=0.027, sens=2.305, deg=0.000]
Ep 012/100 [S2:+mat]:  84%|██▌| 221/264 [05:39<01:05,  1.52s/it, loss=0.018, mat=0.027, sens=2.305, deg=0.000]
Ep 012/100 [S2:+mat]:  84%|██▌| 221/264 [05:41<01:05,  1.52s/it, loss=0.017, mat=0.029, sens=1.228, deg=0.000]
Ep 012/100 [S2:+mat]:  84%|██▌| 222/264 [05:41<01:03,  1.52s/it, loss=0.017, mat=0.029, sens=1.228, deg=0.000]
Ep 012/100 [S2:+mat]:  84%|██▌| 222/264 [05:42<01:03,  1.52s/it, loss=0.016, mat=0.030, sens=1.002, deg=0.000]
Ep 012/100 [S2:+mat]:  84%|██▌| 223/264 [05:42<01:02,  1.52s/it, loss=0.016, mat=0.030, sens=1.002, deg=0.000]
Ep 012/100 [S2:+mat]:  84%|██▌| 223/264 [05:44<01:02,  1.52s/it, loss=0.018, mat=0.029, sens=2.239, deg=0.000]
Ep 012/100 [S2:+mat]:  85%|██▌| 224/264 [05:44<01:00,  1.52s/it, loss=0.018, mat=0.029, sens=2.239, deg=0.000]
Ep 012/100 [S2:+mat]:  85%|██▌| 224/264 [05:45<01:00,  1.52s/it, loss=0.020, mat=0.029, sens=3.264, deg=0.000]
Ep 012/100 [S2:+mat]:  85%|██▌| 225/264 [05:45<01:00,  1.54s/it, loss=0.020, mat=0.029, sens=3.264, deg=0.000]
Ep 012/100 [S2:+mat]:  85%|██▌| 225/264 [05:47<01:00,  1.54s/it, loss=0.022, mat=0.031, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  86%|██▌| 226/264 [05:47<00:58,  1.54s/it, loss=0.022, mat=0.031, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  86%|██▌| 226/264 [05:48<00:58,  1.54s/it, loss=0.024, mat=0.028, sens=1.072, deg=0.007]
Ep 012/100 [S2:+mat]:  86%|██▌| 227/264 [05:48<00:56,  1.53s/it, loss=0.024, mat=0.028, sens=1.072, deg=0.007]
Ep 012/100 [S2:+mat]:  86%|██▌| 227/264 [05:50<00:56,  1.53s/it, loss=0.015, mat=0.029, sens=2.532, deg=0.000]
Ep 012/100 [S2:+mat]:  86%|██▌| 228/264 [05:50<00:55,  1.53s/it, loss=0.015, mat=0.029, sens=2.532, deg=0.000]
Ep 012/100 [S2:+mat]:  86%|██▌| 228/264 [05:51<00:55,  1.53s/it, loss=0.018, mat=0.029, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  87%|██▌| 229/264 [05:51<00:53,  1.53s/it, loss=0.018, mat=0.029, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  87%|██▌| 229/264 [05:53<00:53,  1.53s/it, loss=0.018, mat=0.032, sens=0.930, deg=0.000]
Ep 012/100 [S2:+mat]:  87%|██▌| 230/264 [05:53<00:51,  1.53s/it, loss=0.018, mat=0.032, sens=0.930, deg=0.000]
Ep 012/100 [S2:+mat]:  87%|██▌| 230/264 [05:55<00:51,  1.53s/it, loss=0.015, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  88%|██▋| 231/264 [05:55<00:50,  1.53s/it, loss=0.015, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  88%|██▋| 231/264 [05:56<00:50,  1.53s/it, loss=0.018, mat=0.029, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  88%|██▋| 232/264 [05:56<00:48,  1.52s/it, loss=0.018, mat=0.029, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  88%|██▋| 232/264 [05:58<00:48,  1.52s/it, loss=0.016, mat=0.024, sens=2.629, deg=0.000]
Ep 012/100 [S2:+mat]:  88%|██▋| 233/264 [05:58<00:47,  1.52s/it, loss=0.016, mat=0.024, sens=2.629, deg=0.000]
Ep 012/100 [S2:+mat]:  88%|██▋| 233/264 [05:59<00:47,  1.52s/it, loss=0.015, mat=0.027, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  89%|██▋| 234/264 [05:59<00:45,  1.52s/it, loss=0.015, mat=0.027, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  89%|██▋| 234/264 [06:01<00:45,  1.52s/it, loss=0.015, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  89%|██▋| 235/264 [06:01<00:44,  1.52s/it, loss=0.015, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  89%|██▋| 235/264 [06:02<00:44,  1.52s/it, loss=0.019, mat=0.031, sens=1.770, deg=0.000]
Ep 012/100 [S2:+mat]:  89%|██▋| 236/264 [06:02<00:42,  1.52s/it, loss=0.019, mat=0.031, sens=1.770, deg=0.000]
Ep 012/100 [S2:+mat]:  89%|██▋| 236/264 [06:04<00:42,  1.52s/it, loss=0.024, mat=0.032, sens=0.000, deg=0.007]
Ep 012/100 [S2:+mat]:  90%|██▋| 237/264 [06:04<00:41,  1.54s/it, loss=0.024, mat=0.032, sens=0.000, deg=0.007]
Ep 012/100 [S2:+mat]:  90%|██▋| 237/264 [06:05<00:41,  1.54s/it, loss=0.016, mat=0.027, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  90%|██▋| 238/264 [06:05<00:39,  1.53s/it, loss=0.016, mat=0.027, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  90%|██▋| 238/264 [06:07<00:39,  1.53s/it, loss=0.018, mat=0.030, sens=2.822, deg=0.000]
Ep 012/100 [S2:+mat]:  91%|██▋| 239/264 [06:07<00:38,  1.53s/it, loss=0.018, mat=0.030, sens=2.822, deg=0.000]
Ep 012/100 [S2:+mat]:  91%|██▋| 239/264 [06:08<00:38,  1.53s/it, loss=0.017, mat=0.028, sens=0.806, deg=0.000]
Ep 012/100 [S2:+mat]:  91%|██▋| 240/264 [06:08<00:36,  1.53s/it, loss=0.017, mat=0.028, sens=0.806, deg=0.000]
Ep 012/100 [S2:+mat]:  91%|██▋| 240/264 [06:10<00:36,  1.53s/it, loss=0.015, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  91%|██▋| 241/264 [06:10<00:35,  1.52s/it, loss=0.015, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  91%|██▋| 241/264 [06:11<00:35,  1.52s/it, loss=0.015, mat=0.027, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  92%|██▊| 242/264 [06:11<00:33,  1.52s/it, loss=0.015, mat=0.027, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  92%|██▊| 242/264 [06:13<00:33,  1.52s/it, loss=0.021, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  92%|██▊| 243/264 [06:13<00:31,  1.52s/it, loss=0.021, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  92%|██▊| 243/264 [06:14<00:31,  1.52s/it, loss=0.015, mat=0.028, sens=2.746, deg=0.000]
Ep 012/100 [S2:+mat]:  92%|██▊| 244/264 [06:14<00:30,  1.52s/it, loss=0.015, mat=0.028, sens=2.746, deg=0.000]
Ep 012/100 [S2:+mat]:  92%|██▊| 244/264 [06:16<00:30,  1.52s/it, loss=0.014, mat=0.022, sens=0.856, deg=0.000]
Ep 012/100 [S2:+mat]:  93%|██▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.014, mat=0.022, sens=0.856, deg=0.000]
Ep 012/100 [S2:+mat]:  93%|██▊| 245/264 [06:17<00:28,  1.52s/it, loss=0.015, mat=0.025, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  93%|██▊| 246/264 [06:17<00:27,  1.52s/it, loss=0.015, mat=0.025, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  93%|██▊| 246/264 [06:19<00:27,  1.52s/it, loss=0.021, mat=0.024, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  94%|██▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.021, mat=0.024, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  94%|██▊| 247/264 [06:20<00:25,  1.52s/it, loss=0.019, mat=0.029, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  94%|██▊| 248/264 [06:20<00:24,  1.52s/it, loss=0.019, mat=0.029, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  94%|██▊| 248/264 [06:22<00:24,  1.52s/it, loss=0.016, mat=0.026, sens=1.426, deg=0.000]
Ep 012/100 [S2:+mat]:  94%|██▊| 249/264 [06:22<00:22,  1.52s/it, loss=0.016, mat=0.026, sens=1.426, deg=0.000]
Ep 012/100 [S2:+mat]:  94%|██▊| 249/264 [06:23<00:22,  1.52s/it, loss=0.016, mat=0.026, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  95%|██▊| 250/264 [06:23<00:21,  1.52s/it, loss=0.016, mat=0.026, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  95%|██▊| 250/264 [06:25<00:21,  1.52s/it, loss=0.015, mat=0.026, sens=1.900, deg=0.000]
Ep 012/100 [S2:+mat]:  95%|██▊| 251/264 [06:25<00:19,  1.52s/it, loss=0.015, mat=0.026, sens=1.900, deg=0.000]
Ep 012/100 [S2:+mat]:  95%|██▊| 251/264 [06:26<00:19,  1.52s/it, loss=0.017, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  95%|██▊| 252/264 [06:26<00:18,  1.52s/it, loss=0.017, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  95%|██▊| 252/264 [06:28<00:18,  1.52s/it, loss=0.019, mat=0.026, sens=4.146, deg=0.000]
Ep 012/100 [S2:+mat]:  96%|██▉| 253/264 [06:28<00:16,  1.53s/it, loss=0.019, mat=0.026, sens=4.146, deg=0.000]
Ep 012/100 [S2:+mat]:  96%|██▉| 253/264 [06:30<00:16,  1.53s/it, loss=0.013, mat=0.024, sens=3.578, deg=0.000]
Ep 012/100 [S2:+mat]:  96%|██▉| 254/264 [06:30<00:15,  1.53s/it, loss=0.013, mat=0.024, sens=3.578, deg=0.000]
Ep 012/100 [S2:+mat]:  96%|██▉| 254/264 [06:31<00:15,  1.53s/it, loss=0.015, mat=0.025, sens=1.290, deg=0.000]
Ep 012/100 [S2:+mat]:  97%|██▉| 255/264 [06:31<00:13,  1.55s/it, loss=0.015, mat=0.025, sens=1.290, deg=0.000]
Ep 012/100 [S2:+mat]:  97%|██▉| 255/264 [06:33<00:13,  1.55s/it, loss=0.015, mat=0.026, sens=2.142, deg=0.000]
Ep 012/100 [S2:+mat]:  97%|██▉| 256/264 [06:33<00:12,  1.54s/it, loss=0.015, mat=0.026, sens=2.142, deg=0.000]
Ep 012/100 [S2:+mat]:  97%|██▉| 256/264 [06:34<00:12,  1.54s/it, loss=0.014, mat=0.024, sens=0.851, deg=0.000]
Ep 012/100 [S2:+mat]:  97%|██▉| 257/264 [06:34<00:10,  1.53s/it, loss=0.014, mat=0.024, sens=0.851, deg=0.000]
Ep 012/100 [S2:+mat]:  97%|██▉| 257/264 [06:36<00:10,  1.53s/it, loss=0.023, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  98%|██▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.023, mat=0.028, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  98%|██▉| 258/264 [06:37<00:09,  1.53s/it, loss=0.016, mat=0.026, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  98%|██▉| 259/264 [06:37<00:07,  1.53s/it, loss=0.016, mat=0.026, sens=0.000, deg=0.000]
Ep 012/100 [S2:+mat]:  98%|██▉| 259/264 [06:39<00:07,  1.53s/it, loss=0.017, mat=0.027, sens=0.910, deg=0.000]
Ep 012/100 [S2:+mat]:  98%|██▉| 260/264 [06:39<00:06,  1.53s/it, loss=0.017, mat=0.027, sens=0.910, deg=0.000]
Ep 012/100 [S2:+mat]:  98%|██▉| 260/264 [06:40<00:06,  1.53s/it, loss=0.018, mat=0.029, sens=1.055, deg=0.000]
Ep 012/100 [S2:+mat]:  99%|██▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.018, mat=0.029, sens=1.055, deg=0.000]
Ep 012/100 [S2:+mat]:  99%|██▉| 261/264 [06:42<00:04,  1.52s/it, loss=0.014, mat=0.024, sens=2.523, deg=0.000]
Ep 012/100 [S2:+mat]:  99%|██▉| 262/264 [06:42<00:03,  1.52s/it, loss=0.014, mat=0.024, sens=2.523, deg=0.000]
Ep 012/100 [S2:+mat]:  99%|██▉| 262/264 [06:43<00:03,  1.52s/it, loss=0.016, mat=0.027, sens=0.800, deg=0.000]
Ep 012/100 [S2:+mat]: 100%|██▉| 263/264 [06:43<00:01,  1.52s/it, loss=0.016, mat=0.027, sens=0.800, deg=0.000]
Ep 012/100 [S2:+mat]: 100%|██▉| 263/264 [06:45<00:01,  1.52s/it, loss=0.015, mat=0.025, sens=2.421, deg=0.000]
Ep 012/100 [S2:+mat]: 100%|███| 264/264 [06:45<00:00,  1.52s/it, loss=0.015, mat=0.025, sens=2.421, deg=0.000]
                                                                                                              
Epoch 012/100 [S2:+mat]  loss=0.0273  mat=0.0489  sens=0.9660  deg=0.0003  orth=0.0027  α=0.5 β=0.0 γ=0.5  405s

Ep 013/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 013/100 [S2:+mat]:   0%|             | 0/264 [00:01<?, ?it/s, loss=0.015, mat=0.027, sens=0.869, deg=0.000]
Ep 013/100 [S2:+mat]:   0%|     | 1/264 [00:01<08:39,  1.97s/it, loss=0.015, mat=0.027, sens=0.869, deg=0.000]
Ep 013/100 [S2:+mat]:   0%|     | 1/264 [00:03<08:39,  1.97s/it, loss=0.016, mat=0.027, sens=1.426, deg=0.000]
Ep 013/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:27,  1.71s/it, loss=0.016, mat=0.027, sens=1.426, deg=0.000]
Ep 013/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:27,  1.71s/it, loss=0.014, mat=0.022, sens=0.820, deg=0.000]
Ep 013/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:02,  1.62s/it, loss=0.014, mat=0.022, sens=0.820, deg=0.000]
Ep 013/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:02,  1.62s/it, loss=0.014, mat=0.023, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:49,  1.58s/it, loss=0.014, mat=0.023, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:49,  1.58s/it, loss=0.014, mat=0.026, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:52,  1.59s/it, loss=0.014, mat=0.026, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:52,  1.59s/it, loss=0.015, mat=0.027, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:44,  1.57s/it, loss=0.015, mat=0.027, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:44,  1.57s/it, loss=0.013, mat=0.023, sens=1.941, deg=0.000]
Ep 013/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:38,  1.55s/it, loss=0.013, mat=0.023, sens=1.941, deg=0.000]
Ep 013/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:38,  1.55s/it, loss=0.015, mat=0.023, sens=1.072, deg=0.000]
Ep 013/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:33,  1.54s/it, loss=0.015, mat=0.023, sens=1.072, deg=0.000]
Ep 013/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:33,  1.54s/it, loss=0.015, mat=0.024, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:30,  1.53s/it, loss=0.015, mat=0.024, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:30,  1.53s/it, loss=0.015, mat=0.027, sens=2.781, deg=0.000]
Ep 013/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:27,  1.53s/it, loss=0.015, mat=0.027, sens=2.781, deg=0.000]
Ep 013/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:27,  1.53s/it, loss=0.014, mat=0.023, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:25,  1.52s/it, loss=0.014, mat=0.023, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:25,  1.52s/it, loss=0.013, mat=0.023, sens=0.817, deg=0.000]
Ep 013/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:24,  1.53s/it, loss=0.013, mat=0.023, sens=0.817, deg=0.000]
Ep 013/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:24,  1.53s/it, loss=0.014, mat=0.024, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:22,  1.52s/it, loss=0.014, mat=0.024, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:22,  1.52s/it, loss=0.014, mat=0.021, sens=3.762, deg=0.000]
Ep 013/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:19,  1.52s/it, loss=0.014, mat=0.021, sens=3.762, deg=0.000]
Ep 013/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:19,  1.52s/it, loss=0.014, mat=0.025, sens=0.851, deg=0.000]
Ep 013/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:17,  1.52s/it, loss=0.014, mat=0.025, sens=0.851, deg=0.000]
Ep 013/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:17,  1.52s/it, loss=0.014, mat=0.026, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:15,  1.51s/it, loss=0.014, mat=0.026, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:15,  1.51s/it, loss=0.014, mat=0.023, sens=0.809, deg=0.000]
Ep 013/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:13,  1.51s/it, loss=0.014, mat=0.023, sens=0.809, deg=0.000]
Ep 013/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:13,  1.51s/it, loss=0.012, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:12,  1.51s/it, loss=0.012, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:12,  1.51s/it, loss=0.015, mat=0.023, sens=0.812, deg=0.000]
Ep 013/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:10,  1.51s/it, loss=0.015, mat=0.023, sens=0.812, deg=0.000]
Ep 013/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:10,  1.51s/it, loss=0.014, mat=0.023, sens=0.860, deg=0.000]
Ep 013/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:09,  1.51s/it, loss=0.014, mat=0.023, sens=0.860, deg=0.000]
Ep 013/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:09,  1.51s/it, loss=0.016, mat=0.026, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:07,  1.51s/it, loss=0.016, mat=0.026, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:07,  1.51s/it, loss=0.014, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   8%|▎   | 22/264 [00:33<06:05,  1.51s/it, loss=0.014, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:05,  1.51s/it, loss=0.013, mat=0.022, sens=1.017, deg=0.000]
Ep 013/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:04,  1.51s/it, loss=0.013, mat=0.022, sens=1.017, deg=0.000]
Ep 013/100 [S2:+mat]:   9%|▎   | 23/264 [00:36<06:04,  1.51s/it, loss=0.013, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   9%|▎   | 24/264 [00:36<06:03,  1.51s/it, loss=0.013, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:03,  1.51s/it, loss=0.011, mat=0.017, sens=3.926, deg=0.000]
Ep 013/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:02,  1.52s/it, loss=0.011, mat=0.017, sens=3.926, deg=0.000]
Ep 013/100 [S2:+mat]:   9%|▍   | 25/264 [00:39<06:02,  1.52s/it, loss=0.014, mat=0.023, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  10%|▍   | 26/264 [00:39<06:00,  1.52s/it, loss=0.014, mat=0.023, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:00,  1.52s/it, loss=0.014, mat=0.023, sens=0.839, deg=0.000]
Ep 013/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<05:59,  1.52s/it, loss=0.014, mat=0.023, sens=0.839, deg=0.000]
Ep 013/100 [S2:+mat]:  10%|▍   | 27/264 [00:42<05:59,  1.52s/it, loss=0.012, mat=0.021, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  11%|▍   | 28/264 [00:42<05:58,  1.52s/it, loss=0.012, mat=0.021, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:58,  1.52s/it, loss=0.015, mat=0.022, sens=1.506, deg=0.000]
Ep 013/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:57,  1.52s/it, loss=0.015, mat=0.022, sens=1.506, deg=0.000]
Ep 013/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<05:57,  1.52s/it, loss=0.014, mat=0.025, sens=2.657, deg=0.000]
Ep 013/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:55,  1.52s/it, loss=0.014, mat=0.025, sens=2.657, deg=0.000]
Ep 013/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:55,  1.52s/it, loss=0.016, mat=0.023, sens=1.941, deg=0.000]
Ep 013/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:54,  1.52s/it, loss=0.016, mat=0.023, sens=1.941, deg=0.000]
Ep 013/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:54,  1.52s/it, loss=0.012, mat=0.020, sens=3.525, deg=0.000]
Ep 013/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:52,  1.52s/it, loss=0.012, mat=0.020, sens=3.525, deg=0.000]
Ep 013/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:52,  1.52s/it, loss=0.015, mat=0.020, sens=3.152, deg=0.000]
Ep 013/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:50,  1.52s/it, loss=0.015, mat=0.020, sens=3.152, deg=0.000]
Ep 013/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:50,  1.52s/it, loss=0.016, mat=0.024, sens=0.830, deg=0.000]
Ep 013/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:49,  1.52s/it, loss=0.016, mat=0.024, sens=0.830, deg=0.000]
Ep 013/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:49,  1.52s/it, loss=0.014, mat=0.023, sens=0.791, deg=0.000]
Ep 013/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:53,  1.54s/it, loss=0.014, mat=0.023, sens=0.791, deg=0.000]
Ep 013/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:53,  1.54s/it, loss=0.012, mat=0.021, sens=1.176, deg=0.000]
Ep 013/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:50,  1.54s/it, loss=0.012, mat=0.021, sens=1.176, deg=0.000]
Ep 013/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:50,  1.54s/it, loss=0.017, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:47,  1.53s/it, loss=0.017, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:47,  1.53s/it, loss=0.017, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:44,  1.53s/it, loss=0.017, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:44,  1.53s/it, loss=0.013, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:43,  1.52s/it, loss=0.013, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:43,  1.52s/it, loss=0.011, mat=0.020, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:40,  1.52s/it, loss=0.011, mat=0.020, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:40,  1.52s/it, loss=0.013, mat=0.023, sens=1.131, deg=0.000]
Ep 013/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:38,  1.52s/it, loss=0.013, mat=0.023, sens=1.131, deg=0.000]
Ep 013/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:38,  1.52s/it, loss=0.012, mat=0.022, sens=1.504, deg=0.000]
Ep 013/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:37,  1.52s/it, loss=0.012, mat=0.022, sens=1.504, deg=0.000]
Ep 013/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:37,  1.52s/it, loss=0.012, mat=0.020, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:35,  1.52s/it, loss=0.012, mat=0.020, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:35,  1.52s/it, loss=0.011, mat=0.019, sens=1.083, deg=0.000]
Ep 013/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:34,  1.52s/it, loss=0.011, mat=0.019, sens=1.083, deg=0.000]
Ep 013/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:34,  1.52s/it, loss=0.014, mat=0.020, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:32,  1.52s/it, loss=0.014, mat=0.020, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:32,  1.52s/it, loss=0.012, mat=0.019, sens=2.741, deg=0.000]
Ep 013/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:31,  1.52s/it, loss=0.012, mat=0.019, sens=2.741, deg=0.000]
Ep 013/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:31,  1.52s/it, loss=0.012, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:30,  1.52s/it, loss=0.012, mat=0.022, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:30,  1.52s/it, loss=0.013, mat=0.020, sens=2.179, deg=0.000]
Ep 013/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:28,  1.52s/it, loss=0.013, mat=0.020, sens=2.179, deg=0.000]
Ep 013/100 [S2:+mat]:  18%|▋   | 48/264 [01:15<05:28,  1.52s/it, loss=0.011, mat=0.019, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  19%|▋   | 49/264 [01:15<05:31,  1.54s/it, loss=0.011, mat=0.019, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:31,  1.54s/it, loss=0.011, mat=0.019, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:28,  1.54s/it, loss=0.011, mat=0.019, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  19%|▊   | 50/264 [01:18<05:28,  1.54s/it, loss=0.012, mat=0.020, sens=3.328, deg=0.000]
Ep 013/100 [S2:+mat]:  19%|▊   | 51/264 [01:18<05:26,  1.53s/it, loss=0.012, mat=0.020, sens=3.328, deg=0.000]
Ep 013/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:26,  1.53s/it, loss=0.011, mat=0.020, sens=3.617, deg=0.000]
Ep 013/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:23,  1.53s/it, loss=0.011, mat=0.020, sens=3.617, deg=0.000]
Ep 013/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:23,  1.53s/it, loss=0.011, mat=0.021, sens=0.944, deg=0.000]
Ep 013/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:21,  1.53s/it, loss=0.011, mat=0.021, sens=0.944, deg=0.000]
Ep 013/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:21,  1.53s/it, loss=0.011, mat=0.018, sens=1.146, deg=0.000]
Ep 013/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:20,  1.52s/it, loss=0.011, mat=0.018, sens=1.146, deg=0.000]
Ep 013/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:20,  1.52s/it, loss=0.011, mat=0.018, sens=2.387, deg=0.000]
Ep 013/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:18,  1.53s/it, loss=0.011, mat=0.018, sens=2.387, deg=0.000]
Ep 013/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:18,  1.53s/it, loss=0.013, mat=0.020, sens=2.715, deg=0.000]
Ep 013/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:17,  1.52s/it, loss=0.013, mat=0.020, sens=2.715, deg=0.000]
Ep 013/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:17,  1.52s/it, loss=0.010, mat=0.018, sens=1.136, deg=0.000]
Ep 013/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:16,  1.53s/it, loss=0.010, mat=0.018, sens=1.136, deg=0.000]
Ep 013/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:16,  1.53s/it, loss=0.012, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:15,  1.53s/it, loss=0.012, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:15,  1.53s/it, loss=0.014, mat=0.020, sens=1.675, deg=0.000]
Ep 013/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:13,  1.53s/it, loss=0.014, mat=0.020, sens=1.675, deg=0.000]
Ep 013/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:13,  1.53s/it, loss=0.011, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:11,  1.53s/it, loss=0.011, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:11,  1.53s/it, loss=0.012, mat=0.020, sens=2.526, deg=0.000]
Ep 013/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:14,  1.55s/it, loss=0.012, mat=0.020, sens=2.526, deg=0.000]
Ep 013/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:14,  1.55s/it, loss=0.020, mat=0.019, sens=0.798, deg=0.000]
Ep 013/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:11,  1.54s/it, loss=0.020, mat=0.019, sens=0.798, deg=0.000]
Ep 013/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:11,  1.54s/it, loss=0.013, mat=0.020, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:08,  1.53s/it, loss=0.013, mat=0.020, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:08,  1.53s/it, loss=0.011, mat=0.019, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:06,  1.53s/it, loss=0.011, mat=0.019, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:06,  1.53s/it, loss=0.013, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:03,  1.53s/it, loss=0.013, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  25%|▉   | 65/264 [01:41<05:03,  1.53s/it, loss=0.012, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  25%|█   | 66/264 [01:41<05:01,  1.52s/it, loss=0.012, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  25%|█   | 66/264 [01:42<05:01,  1.52s/it, loss=0.011, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:59,  1.52s/it, loss=0.011, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  25%|█   | 67/264 [01:44<04:59,  1.52s/it, loss=0.010, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  26%|█   | 68/264 [01:44<04:57,  1.52s/it, loss=0.010, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:57,  1.52s/it, loss=0.010, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:56,  1.52s/it, loss=0.010, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  26%|█   | 69/264 [01:47<04:56,  1.52s/it, loss=0.014, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  27%|█   | 70/264 [01:47<04:55,  1.52s/it, loss=0.014, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:55,  1.52s/it, loss=0.014, mat=0.021, sens=0.787, deg=0.000]
Ep 013/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:53,  1.52s/it, loss=0.014, mat=0.021, sens=0.787, deg=0.000]
Ep 013/100 [S2:+mat]:  27%|█   | 71/264 [01:50<04:53,  1.52s/it, loss=0.012, mat=0.020, sens=0.912, deg=0.000]
Ep 013/100 [S2:+mat]:  27%|█   | 72/264 [01:50<04:52,  1.52s/it, loss=0.012, mat=0.020, sens=0.912, deg=0.000]
Ep 013/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:52,  1.52s/it, loss=0.010, mat=0.018, sens=0.836, deg=0.000]
Ep 013/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:50,  1.52s/it, loss=0.010, mat=0.018, sens=0.836, deg=0.000]
Ep 013/100 [S2:+mat]:  28%|█   | 73/264 [01:53<04:50,  1.52s/it, loss=0.011, mat=0.018, sens=0.797, deg=0.000]
Ep 013/100 [S2:+mat]:  28%|█   | 74/264 [01:53<04:49,  1.52s/it, loss=0.011, mat=0.018, sens=0.797, deg=0.000]
Ep 013/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:49,  1.52s/it, loss=0.011, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:47,  1.52s/it, loss=0.011, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:47,  1.52s/it, loss=0.010, mat=0.017, sens=1.016, deg=0.000]
Ep 013/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:46,  1.52s/it, loss=0.010, mat=0.017, sens=1.016, deg=0.000]
Ep 013/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:46,  1.52s/it, loss=0.014, mat=0.019, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:45,  1.52s/it, loss=0.014, mat=0.019, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:45,  1.52s/it, loss=0.013, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  30%|█▏  | 78/264 [01:59<04:43,  1.52s/it, loss=0.013, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:43,  1.52s/it, loss=0.011, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:46,  1.55s/it, loss=0.011, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:46,  1.55s/it, loss=0.010, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:45,  1.55s/it, loss=0.010, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:45,  1.55s/it, loss=0.009, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:42,  1.54s/it, loss=0.009, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:42,  1.54s/it, loss=0.011, mat=0.018, sens=1.389, deg=0.000]
Ep 013/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:39,  1.54s/it, loss=0.011, mat=0.018, sens=1.389, deg=0.000]
Ep 013/100 [S2:+mat]:  31%|█▏  | 82/264 [02:07<04:39,  1.54s/it, loss=0.010, mat=0.017, sens=0.821, deg=0.000]
Ep 013/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:37,  1.53s/it, loss=0.010, mat=0.017, sens=0.821, deg=0.000]
Ep 013/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:37,  1.53s/it, loss=0.008, mat=0.015, sens=2.675, deg=0.000]
Ep 013/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:35,  1.53s/it, loss=0.008, mat=0.015, sens=2.675, deg=0.000]
Ep 013/100 [S2:+mat]:  32%|█▎  | 84/264 [02:10<04:35,  1.53s/it, loss=0.013, mat=0.017, sens=2.138, deg=0.000]
Ep 013/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:33,  1.53s/it, loss=0.013, mat=0.017, sens=2.138, deg=0.000]
Ep 013/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:33,  1.53s/it, loss=0.011, mat=0.017, sens=1.233, deg=0.000]
Ep 013/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:31,  1.53s/it, loss=0.011, mat=0.017, sens=1.233, deg=0.000]
Ep 013/100 [S2:+mat]:  33%|█▎  | 86/264 [02:13<04:31,  1.53s/it, loss=0.010, mat=0.018, sens=0.818, deg=0.000]
Ep 013/100 [S2:+mat]:  33%|█▎  | 87/264 [02:13<04:30,  1.53s/it, loss=0.010, mat=0.018, sens=0.818, deg=0.000]
Ep 013/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:30,  1.53s/it, loss=0.011, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:28,  1.52s/it, loss=0.011, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  33%|█▎  | 88/264 [02:16<04:28,  1.52s/it, loss=0.014, mat=0.019, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:26,  1.52s/it, loss=0.014, mat=0.019, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:26,  1.52s/it, loss=0.009, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:24,  1.52s/it, loss=0.009, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  34%|█▎  | 90/264 [02:19<04:24,  1.52s/it, loss=0.010, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:22,  1.52s/it, loss=0.010, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:22,  1.52s/it, loss=0.012, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:21,  1.52s/it, loss=0.012, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  35%|█▍  | 92/264 [02:22<04:21,  1.52s/it, loss=0.011, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:19,  1.52s/it, loss=0.011, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:19,  1.52s/it, loss=0.011, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:22,  1.54s/it, loss=0.011, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  36%|█▍  | 94/264 [02:25<04:22,  1.54s/it, loss=0.011, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  36%|█▍  | 95/264 [02:25<04:19,  1.54s/it, loss=0.011, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:19,  1.54s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:17,  1.53s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  36%|█▍  | 96/264 [02:28<04:17,  1.53s/it, loss=0.011, mat=0.016, sens=0.964, deg=0.000]
Ep 013/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:15,  1.53s/it, loss=0.011, mat=0.016, sens=0.964, deg=0.000]
Ep 013/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:15,  1.53s/it, loss=0.011, mat=0.017, sens=3.163, deg=0.000]
Ep 013/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:13,  1.53s/it, loss=0.011, mat=0.017, sens=3.163, deg=0.000]
Ep 013/100 [S2:+mat]:  37%|█▍  | 98/264 [02:31<04:13,  1.53s/it, loss=0.012, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:11,  1.53s/it, loss=0.012, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:11,  1.53s/it, loss=0.009, mat=0.015, sens=4.327, deg=0.000]
Ep 013/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:09,  1.52s/it, loss=0.009, mat=0.015, sens=4.327, deg=0.000]
Ep 013/100 [S2:+mat]:  38%|█▏ | 100/264 [02:34<04:09,  1.52s/it, loss=0.011, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:08,  1.52s/it, loss=0.011, mat=0.018, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:08,  1.52s/it, loss=0.011, mat=0.015, sens=1.041, deg=0.000]
Ep 013/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:06,  1.52s/it, loss=0.011, mat=0.015, sens=1.041, deg=0.000]
Ep 013/100 [S2:+mat]:  39%|█▏ | 102/264 [02:37<04:06,  1.52s/it, loss=0.009, mat=0.015, sens=2.994, deg=0.000]
Ep 013/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:06,  1.53s/it, loss=0.009, mat=0.015, sens=2.994, deg=0.000]
Ep 013/100 [S2:+mat]:  39%|█▏ | 103/264 [02:39<04:06,  1.53s/it, loss=0.008, mat=0.015, sens=1.049, deg=0.000]
Ep 013/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:05,  1.53s/it, loss=0.008, mat=0.015, sens=1.049, deg=0.000]
Ep 013/100 [S2:+mat]:  39%|█▏ | 104/264 [02:40<04:05,  1.53s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  40%|█▏ | 105/264 [02:40<04:03,  1.53s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  40%|█▏ | 105/264 [02:42<04:03,  1.53s/it, loss=0.010, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:05,  1.55s/it, loss=0.010, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  40%|█▏ | 106/264 [02:43<04:05,  1.55s/it, loss=0.009, mat=0.016, sens=4.376, deg=0.000]
Ep 013/100 [S2:+mat]:  41%|█▏ | 107/264 [02:43<04:02,  1.54s/it, loss=0.009, mat=0.016, sens=4.376, deg=0.000]
Ep 013/100 [S2:+mat]:  41%|█▏ | 107/264 [02:45<04:02,  1.54s/it, loss=0.012, mat=0.018, sens=2.325, deg=0.000]
Ep 013/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:59,  1.54s/it, loss=0.012, mat=0.018, sens=2.325, deg=0.000]
Ep 013/100 [S2:+mat]:  41%|█▏ | 108/264 [02:46<03:59,  1.54s/it, loss=0.008, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  41%|█▏ | 109/264 [02:46<03:57,  1.53s/it, loss=0.008, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  41%|█▏ | 109/264 [02:48<03:57,  1.53s/it, loss=0.012, mat=0.016, sens=2.330, deg=0.000]
Ep 013/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:55,  1.53s/it, loss=0.012, mat=0.016, sens=2.330, deg=0.000]
Ep 013/100 [S2:+mat]:  42%|█▎ | 110/264 [02:49<03:55,  1.53s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  42%|█▎ | 111/264 [02:49<03:53,  1.53s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  42%|█▎ | 111/264 [02:51<03:53,  1.53s/it, loss=0.009, mat=0.016, sens=0.944, deg=0.000]
Ep 013/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:51,  1.52s/it, loss=0.009, mat=0.016, sens=0.944, deg=0.000]
Ep 013/100 [S2:+mat]:  42%|█▎ | 112/264 [02:52<03:51,  1.52s/it, loss=0.010, mat=0.016, sens=1.373, deg=0.000]
Ep 013/100 [S2:+mat]:  43%|█▎ | 113/264 [02:52<03:49,  1.52s/it, loss=0.010, mat=0.016, sens=1.373, deg=0.000]
Ep 013/100 [S2:+mat]:  43%|█▎ | 113/264 [02:54<03:49,  1.52s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:48,  1.52s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:48,  1.52s/it, loss=0.022, mat=0.015, sens=4.615, deg=0.000]
Ep 013/100 [S2:+mat]:  44%|█▎ | 115/264 [02:55<03:47,  1.52s/it, loss=0.022, mat=0.015, sens=4.615, deg=0.000]
Ep 013/100 [S2:+mat]:  44%|█▎ | 115/264 [02:57<03:47,  1.52s/it, loss=0.011, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:45,  1.52s/it, loss=0.011, mat=0.016, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:45,  1.52s/it, loss=0.009, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  44%|█▎ | 117/264 [02:58<03:43,  1.52s/it, loss=0.009, mat=0.017, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  44%|█▎ | 117/264 [03:00<03:43,  1.52s/it, loss=0.009, mat=0.015, sens=3.288, deg=0.000]
Ep 013/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:41,  1.52s/it, loss=0.009, mat=0.015, sens=3.288, deg=0.000]
Ep 013/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:41,  1.52s/it, loss=0.009, mat=0.014, sens=0.896, deg=0.000]
Ep 013/100 [S2:+mat]:  45%|█▎ | 119/264 [03:01<03:40,  1.52s/it, loss=0.009, mat=0.014, sens=0.896, deg=0.000]
Ep 013/100 [S2:+mat]:  45%|█▎ | 119/264 [03:03<03:40,  1.52s/it, loss=0.009, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:39,  1.52s/it, loss=0.009, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  45%|█▎ | 120/264 [03:05<03:39,  1.52s/it, loss=0.010, mat=0.014, sens=0.820, deg=0.000]
Ep 013/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:37,  1.52s/it, loss=0.010, mat=0.014, sens=0.820, deg=0.000]
Ep 013/100 [S2:+mat]:  46%|█▍ | 121/264 [03:06<03:37,  1.52s/it, loss=0.011, mat=0.016, sens=0.898, deg=0.000]
Ep 013/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:36,  1.52s/it, loss=0.011, mat=0.016, sens=0.898, deg=0.000]
Ep 013/100 [S2:+mat]:  46%|█▍ | 122/264 [03:08<03:36,  1.52s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:34,  1.52s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  47%|█▍ | 123/264 [03:09<03:34,  1.52s/it, loss=0.009, mat=0.013, sens=0.976, deg=0.000]
Ep 013/100 [S2:+mat]:  47%|█▍ | 124/264 [03:09<03:32,  1.52s/it, loss=0.009, mat=0.013, sens=0.976, deg=0.000]
Ep 013/100 [S2:+mat]:  47%|█▍ | 124/264 [03:11<03:32,  1.52s/it, loss=0.009, mat=0.013, sens=2.434, deg=0.000]
Ep 013/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:34,  1.54s/it, loss=0.009, mat=0.013, sens=2.434, deg=0.000]
Ep 013/100 [S2:+mat]:  47%|█▍ | 125/264 [03:12<03:34,  1.54s/it, loss=0.009, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  48%|█▍ | 126/264 [03:12<03:33,  1.55s/it, loss=0.009, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  48%|█▍ | 126/264 [03:14<03:33,  1.55s/it, loss=0.010, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:30,  1.54s/it, loss=0.010, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  48%|█▍ | 127/264 [03:15<03:30,  1.54s/it, loss=0.008, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  48%|█▍ | 128/264 [03:15<03:28,  1.53s/it, loss=0.008, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  48%|█▍ | 128/264 [03:17<03:28,  1.53s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:26,  1.53s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  49%|█▍ | 129/264 [03:18<03:26,  1.53s/it, loss=0.008, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  49%|█▍ | 130/264 [03:18<03:24,  1.53s/it, loss=0.008, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  49%|█▍ | 130/264 [03:20<03:24,  1.53s/it, loss=0.009, mat=0.014, sens=0.802, deg=0.000]
Ep 013/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:22,  1.53s/it, loss=0.009, mat=0.014, sens=0.802, deg=0.000]
Ep 013/100 [S2:+mat]:  50%|█▍ | 131/264 [03:21<03:22,  1.53s/it, loss=0.009, mat=0.016, sens=0.803, deg=0.000]
Ep 013/100 [S2:+mat]:  50%|█▌ | 132/264 [03:21<03:21,  1.53s/it, loss=0.009, mat=0.016, sens=0.803, deg=0.000]
Ep 013/100 [S2:+mat]:  50%|█▌ | 132/264 [03:23<03:21,  1.53s/it, loss=0.008, mat=0.015, sens=1.436, deg=0.000]
Ep 013/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:19,  1.52s/it, loss=0.008, mat=0.015, sens=1.436, deg=0.000]
Ep 013/100 [S2:+mat]:  50%|█▌ | 133/264 [03:24<03:19,  1.52s/it, loss=0.012, mat=0.014, sens=0.911, deg=0.000]
Ep 013/100 [S2:+mat]:  51%|█▌ | 134/264 [03:24<03:18,  1.52s/it, loss=0.012, mat=0.014, sens=0.911, deg=0.000]
Ep 013/100 [S2:+mat]:  51%|█▌ | 134/264 [03:26<03:18,  1.52s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:16,  1.52s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  51%|█▌ | 135/264 [03:27<03:16,  1.52s/it, loss=0.009, mat=0.014, sens=0.888, deg=0.000]
Ep 013/100 [S2:+mat]:  52%|█▌ | 136/264 [03:27<03:14,  1.52s/it, loss=0.009, mat=0.014, sens=0.888, deg=0.000]
Ep 013/100 [S2:+mat]:  52%|█▌ | 136/264 [03:29<03:14,  1.52s/it, loss=0.007, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:13,  1.52s/it, loss=0.007, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  52%|█▌ | 137/264 [03:31<03:13,  1.52s/it, loss=0.009, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:12,  1.52s/it, loss=0.009, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  52%|█▌ | 138/264 [03:32<03:12,  1.52s/it, loss=0.008, mat=0.014, sens=0.813, deg=0.000]
Ep 013/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:13,  1.55s/it, loss=0.008, mat=0.014, sens=0.813, deg=0.000]
Ep 013/100 [S2:+mat]:  53%|█▌ | 139/264 [03:34<03:13,  1.55s/it, loss=0.009, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:10,  1.54s/it, loss=0.009, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  53%|█▌ | 140/264 [03:35<03:10,  1.54s/it, loss=0.011, mat=0.016, sens=2.064, deg=0.000]
Ep 013/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:08,  1.53s/it, loss=0.011, mat=0.016, sens=2.064, deg=0.000]
Ep 013/100 [S2:+mat]:  53%|█▌ | 141/264 [03:37<03:08,  1.53s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:06,  1.53s/it, loss=0.009, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  54%|█▌ | 142/264 [03:38<03:06,  1.53s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:04,  1.53s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  54%|█▋ | 143/264 [03:40<03:04,  1.53s/it, loss=0.011, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:02,  1.52s/it, loss=0.011, mat=0.014, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  55%|█▋ | 144/264 [03:41<03:02,  1.52s/it, loss=0.009, mat=0.015, sens=0.833, deg=0.000]
Ep 013/100 [S2:+mat]:  55%|█▋ | 145/264 [03:41<03:01,  1.52s/it, loss=0.009, mat=0.015, sens=0.833, deg=0.000]
Ep 013/100 [S2:+mat]:  55%|█▋ | 145/264 [03:43<03:01,  1.52s/it, loss=0.010, mat=0.015, sens=0.798, deg=0.000]
Ep 013/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<02:59,  1.52s/it, loss=0.010, mat=0.015, sens=0.798, deg=0.000]
Ep 013/100 [S2:+mat]:  55%|█▋ | 146/264 [03:44<02:59,  1.52s/it, loss=0.008, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  56%|█▋ | 147/264 [03:44<02:57,  1.52s/it, loss=0.008, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  56%|█▋ | 147/264 [03:46<02:57,  1.52s/it, loss=0.008, mat=0.013, sens=0.887, deg=0.000]
Ep 013/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:56,  1.52s/it, loss=0.008, mat=0.013, sens=0.887, deg=0.000]
Ep 013/100 [S2:+mat]:  56%|█▋ | 148/264 [03:47<02:56,  1.52s/it, loss=0.008, mat=0.012, sens=2.990, deg=0.000]
Ep 013/100 [S2:+mat]:  56%|█▋ | 149/264 [03:47<02:55,  1.52s/it, loss=0.008, mat=0.012, sens=2.990, deg=0.000]
Ep 013/100 [S2:+mat]:  56%|█▋ | 149/264 [03:49<02:55,  1.52s/it, loss=0.008, mat=0.014, sens=2.248, deg=0.000]
Ep 013/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:53,  1.52s/it, loss=0.008, mat=0.014, sens=2.248, deg=0.000]
Ep 013/100 [S2:+mat]:  57%|█▋ | 150/264 [03:50<02:53,  1.52s/it, loss=0.008, mat=0.012, sens=0.930, deg=0.000]
Ep 013/100 [S2:+mat]:  57%|█▋ | 151/264 [03:50<02:54,  1.54s/it, loss=0.008, mat=0.012, sens=0.930, deg=0.000]
Ep 013/100 [S2:+mat]:  57%|█▋ | 151/264 [03:52<02:54,  1.54s/it, loss=0.010, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:52,  1.54s/it, loss=0.010, mat=0.015, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  58%|█▋ | 152/264 [03:53<02:52,  1.54s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  58%|█▋ | 153/264 [03:53<02:50,  1.53s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  58%|█▋ | 153/264 [03:55<02:50,  1.53s/it, loss=0.008, mat=0.014, sens=3.181, deg=0.000]
Ep 013/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:48,  1.53s/it, loss=0.008, mat=0.014, sens=3.181, deg=0.000]
Ep 013/100 [S2:+mat]:  58%|█▊ | 154/264 [03:57<02:48,  1.53s/it, loss=0.050, mat=0.014, sens=0.800, deg=0.000]
Ep 013/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:46,  1.53s/it, loss=0.050, mat=0.014, sens=0.800, deg=0.000]
Ep 013/100 [S2:+mat]:  59%|█▊ | 155/264 [03:58<02:46,  1.53s/it, loss=0.008, mat=0.012, sens=3.735, deg=0.000]
Ep 013/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:44,  1.53s/it, loss=0.008, mat=0.012, sens=3.735, deg=0.000]
Ep 013/100 [S2:+mat]:  59%|█▊ | 156/264 [04:00<02:44,  1.53s/it, loss=0.011, mat=0.012, sens=0.826, deg=0.000]
Ep 013/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:43,  1.53s/it, loss=0.011, mat=0.012, sens=0.826, deg=0.000]
Ep 013/100 [S2:+mat]:  59%|█▊ | 157/264 [04:01<02:43,  1.53s/it, loss=0.008, mat=0.013, sens=0.809, deg=0.000]
Ep 013/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:41,  1.52s/it, loss=0.008, mat=0.013, sens=0.809, deg=0.000]
Ep 013/100 [S2:+mat]:  60%|█▊ | 158/264 [04:03<02:41,  1.52s/it, loss=0.009, mat=0.015, sens=0.916, deg=0.000]
Ep 013/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:39,  1.52s/it, loss=0.009, mat=0.015, sens=0.916, deg=0.000]
Ep 013/100 [S2:+mat]:  60%|█▊ | 159/264 [04:04<02:39,  1.52s/it, loss=0.009, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:38,  1.52s/it, loss=0.009, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  61%|█▊ | 160/264 [04:06<02:38,  1.52s/it, loss=0.008, mat=0.013, sens=0.956, deg=0.000]
Ep 013/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:36,  1.52s/it, loss=0.008, mat=0.013, sens=0.956, deg=0.000]
Ep 013/100 [S2:+mat]:  61%|█▊ | 161/264 [04:07<02:36,  1.52s/it, loss=0.007, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:35,  1.52s/it, loss=0.007, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  61%|█▊ | 162/264 [04:09<02:35,  1.52s/it, loss=0.009, mat=0.012, sens=0.941, deg=0.000]
Ep 013/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:33,  1.52s/it, loss=0.009, mat=0.012, sens=0.941, deg=0.000]
Ep 013/100 [S2:+mat]:  62%|█▊ | 163/264 [04:10<02:33,  1.52s/it, loss=0.009, mat=0.014, sens=1.204, deg=0.000]
Ep 013/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:32,  1.52s/it, loss=0.009, mat=0.014, sens=1.204, deg=0.000]
Ep 013/100 [S2:+mat]:  62%|█▊ | 164/264 [04:12<02:32,  1.52s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:30,  1.52s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  62%|█▉ | 165/264 [04:13<02:30,  1.52s/it, loss=0.011, mat=0.012, sens=0.883, deg=0.000]
Ep 013/100 [S2:+mat]:  63%|█▉ | 166/264 [04:13<02:28,  1.52s/it, loss=0.011, mat=0.012, sens=0.883, deg=0.000]
Ep 013/100 [S2:+mat]:  63%|█▉ | 166/264 [04:15<02:28,  1.52s/it, loss=0.008, mat=0.014, sens=1.529, deg=0.000]
Ep 013/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:27,  1.52s/it, loss=0.008, mat=0.014, sens=1.529, deg=0.000]
Ep 013/100 [S2:+mat]:  63%|█▉ | 167/264 [04:16<02:27,  1.52s/it, loss=0.009, mat=0.012, sens=0.918, deg=0.000]
Ep 013/100 [S2:+mat]:  64%|█▉ | 168/264 [04:16<02:26,  1.52s/it, loss=0.009, mat=0.012, sens=0.918, deg=0.000]
Ep 013/100 [S2:+mat]:  64%|█▉ | 168/264 [04:18<02:26,  1.52s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:26,  1.54s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  64%|█▉ | 169/264 [04:19<02:26,  1.54s/it, loss=0.007, mat=0.012, sens=2.076, deg=0.000]
Ep 013/100 [S2:+mat]:  64%|█▉ | 170/264 [04:19<02:24,  1.54s/it, loss=0.007, mat=0.012, sens=2.076, deg=0.000]
Ep 013/100 [S2:+mat]:  64%|█▉ | 170/264 [04:21<02:24,  1.54s/it, loss=0.008, mat=0.013, sens=2.237, deg=0.000]
Ep 013/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:23,  1.54s/it, loss=0.008, mat=0.013, sens=2.237, deg=0.000]
Ep 013/100 [S2:+mat]:  65%|█▉ | 171/264 [04:23<02:23,  1.54s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:21,  1.54s/it, loss=0.008, mat=0.013, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  65%|█▉ | 172/264 [04:24<02:21,  1.54s/it, loss=0.008, mat=0.013, sens=0.807, deg=0.000]
Ep 013/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:19,  1.54s/it, loss=0.008, mat=0.013, sens=0.807, deg=0.000]
Ep 013/100 [S2:+mat]:  66%|█▉ | 173/264 [04:26<02:19,  1.54s/it, loss=0.007, mat=0.013, sens=0.809, deg=0.000]
Ep 013/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:17,  1.53s/it, loss=0.007, mat=0.013, sens=0.809, deg=0.000]
Ep 013/100 [S2:+mat]:  66%|█▉ | 174/264 [04:27<02:17,  1.53s/it, loss=0.008, mat=0.012, sens=3.148, deg=0.000]
Ep 013/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:16,  1.53s/it, loss=0.008, mat=0.012, sens=3.148, deg=0.000]
Ep 013/100 [S2:+mat]:  66%|█▉ | 175/264 [04:29<02:16,  1.53s/it, loss=0.007, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:14,  1.53s/it, loss=0.007, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  67%|██ | 176/264 [04:30<02:14,  1.53s/it, loss=0.007, mat=0.012, sens=0.839, deg=0.000]
Ep 013/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:12,  1.53s/it, loss=0.007, mat=0.012, sens=0.839, deg=0.000]
Ep 013/100 [S2:+mat]:  67%|██ | 177/264 [04:32<02:12,  1.53s/it, loss=0.007, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:11,  1.53s/it, loss=0.007, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  67%|██ | 178/264 [04:33<02:11,  1.53s/it, loss=0.010, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:09,  1.53s/it, loss=0.010, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  68%|██ | 179/264 [04:35<02:09,  1.53s/it, loss=0.008, mat=0.012, sens=3.490, deg=0.000]
Ep 013/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:07,  1.52s/it, loss=0.008, mat=0.012, sens=3.490, deg=0.000]
Ep 013/100 [S2:+mat]:  68%|██ | 180/264 [04:36<02:07,  1.52s/it, loss=0.006, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:06,  1.52s/it, loss=0.006, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  69%|██ | 181/264 [04:38<02:06,  1.52s/it, loss=0.008, mat=0.011, sens=3.096, deg=0.000]
Ep 013/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:04,  1.52s/it, loss=0.008, mat=0.011, sens=3.096, deg=0.000]
Ep 013/100 [S2:+mat]:  69%|██ | 182/264 [04:39<02:04,  1.52s/it, loss=0.007, mat=0.013, sens=2.685, deg=0.000]
Ep 013/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:03,  1.52s/it, loss=0.007, mat=0.013, sens=2.685, deg=0.000]
Ep 013/100 [S2:+mat]:  69%|██ | 183/264 [04:41<02:03,  1.52s/it, loss=0.008, mat=0.012, sens=4.506, deg=0.000]
Ep 013/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:03,  1.54s/it, loss=0.008, mat=0.012, sens=4.506, deg=0.000]
Ep 013/100 [S2:+mat]:  70%|██ | 184/264 [04:42<02:03,  1.54s/it, loss=0.008, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  70%|██ | 185/264 [04:42<02:01,  1.54s/it, loss=0.008, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  70%|██ | 185/264 [04:44<02:01,  1.54s/it, loss=0.011, mat=0.013, sens=2.494, deg=0.000]
Ep 013/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:59,  1.53s/it, loss=0.011, mat=0.013, sens=2.494, deg=0.000]
Ep 013/100 [S2:+mat]:  70%|██ | 186/264 [04:45<01:59,  1.53s/it, loss=0.007, mat=0.013, sens=0.807, deg=0.000]
Ep 013/100 [S2:+mat]:  71%|██▏| 187/264 [04:45<01:57,  1.53s/it, loss=0.007, mat=0.013, sens=0.807, deg=0.000]
Ep 013/100 [S2:+mat]:  71%|██▏| 187/264 [04:47<01:57,  1.53s/it, loss=0.008, mat=0.013, sens=0.802, deg=0.000]
Ep 013/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:55,  1.53s/it, loss=0.008, mat=0.013, sens=0.802, deg=0.000]
Ep 013/100 [S2:+mat]:  71%|██▏| 188/264 [04:48<01:55,  1.53s/it, loss=0.007, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  72%|██▏| 189/264 [04:48<01:54,  1.52s/it, loss=0.007, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  72%|██▏| 189/264 [04:50<01:54,  1.52s/it, loss=0.008, mat=0.010, sens=0.849, deg=0.000]
Ep 013/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:52,  1.52s/it, loss=0.008, mat=0.010, sens=0.849, deg=0.000]
Ep 013/100 [S2:+mat]:  72%|██▏| 190/264 [04:52<01:52,  1.52s/it, loss=0.007, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:51,  1.52s/it, loss=0.007, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  72%|██▏| 191/264 [04:53<01:51,  1.52s/it, loss=0.007, mat=0.012, sens=4.448, deg=0.000]
Ep 013/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:49,  1.52s/it, loss=0.007, mat=0.012, sens=4.448, deg=0.000]
Ep 013/100 [S2:+mat]:  73%|██▏| 192/264 [04:55<01:49,  1.52s/it, loss=0.006, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:48,  1.52s/it, loss=0.006, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  73%|██▏| 193/264 [04:56<01:48,  1.52s/it, loss=0.019, mat=0.012, sens=2.104, deg=0.000]
Ep 013/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:47,  1.54s/it, loss=0.019, mat=0.012, sens=2.104, deg=0.000]
Ep 013/100 [S2:+mat]:  73%|██▏| 194/264 [04:58<01:47,  1.54s/it, loss=0.007, mat=0.010, sens=1.993, deg=0.000]
Ep 013/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:45,  1.54s/it, loss=0.007, mat=0.010, sens=1.993, deg=0.000]
Ep 013/100 [S2:+mat]:  74%|██▏| 195/264 [04:59<01:45,  1.54s/it, loss=0.009, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:45,  1.55s/it, loss=0.009, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  74%|██▏| 196/264 [05:01<01:45,  1.55s/it, loss=0.009, mat=0.013, sens=1.241, deg=0.000]
Ep 013/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:43,  1.54s/it, loss=0.009, mat=0.013, sens=1.241, deg=0.000]
Ep 013/100 [S2:+mat]:  75%|██▏| 197/264 [05:02<01:43,  1.54s/it, loss=0.008, mat=0.012, sens=1.193, deg=0.000]
Ep 013/100 [S2:+mat]:  75%|██▎| 198/264 [05:02<01:41,  1.54s/it, loss=0.008, mat=0.012, sens=1.193, deg=0.000]
Ep 013/100 [S2:+mat]:  75%|██▎| 198/264 [05:04<01:41,  1.54s/it, loss=0.006, mat=0.010, sens=0.837, deg=0.000]
Ep 013/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:39,  1.53s/it, loss=0.006, mat=0.010, sens=0.837, deg=0.000]
Ep 013/100 [S2:+mat]:  75%|██▎| 199/264 [05:05<01:39,  1.53s/it, loss=0.008, mat=0.012, sens=2.671, deg=0.000]
Ep 013/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:37,  1.53s/it, loss=0.008, mat=0.012, sens=2.671, deg=0.000]
Ep 013/100 [S2:+mat]:  76%|██▎| 200/264 [05:07<01:37,  1.53s/it, loss=0.009, mat=0.011, sens=0.802, deg=0.000]
Ep 013/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:36,  1.53s/it, loss=0.009, mat=0.011, sens=0.802, deg=0.000]
Ep 013/100 [S2:+mat]:  76%|██▎| 201/264 [05:08<01:36,  1.53s/it, loss=0.008, mat=0.011, sens=2.731, deg=0.000]
Ep 013/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:34,  1.52s/it, loss=0.008, mat=0.011, sens=2.731, deg=0.000]
Ep 013/100 [S2:+mat]:  77%|██▎| 202/264 [05:10<01:34,  1.52s/it, loss=0.007, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.52s/it, loss=0.007, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  77%|██▎| 203/264 [05:11<01:32,  1.52s/it, loss=0.008, mat=0.011, sens=2.664, deg=0.000]
Ep 013/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:31,  1.52s/it, loss=0.008, mat=0.011, sens=2.664, deg=0.000]
Ep 013/100 [S2:+mat]:  77%|██▎| 204/264 [05:13<01:31,  1.52s/it, loss=0.008, mat=0.014, sens=1.104, deg=0.000]
Ep 013/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:29,  1.52s/it, loss=0.008, mat=0.014, sens=1.104, deg=0.000]
Ep 013/100 [S2:+mat]:  78%|██▎| 205/264 [05:14<01:29,  1.52s/it, loss=0.006, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:28,  1.52s/it, loss=0.006, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  78%|██▎| 206/264 [05:16<01:28,  1.52s/it, loss=0.006, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:26,  1.52s/it, loss=0.006, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  78%|██▎| 207/264 [05:17<01:26,  1.52s/it, loss=0.008, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:25,  1.52s/it, loss=0.008, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  79%|██▎| 208/264 [05:19<01:25,  1.52s/it, loss=0.007, mat=0.012, sens=0.876, deg=0.000]
Ep 013/100 [S2:+mat]:  79%|██▍| 209/264 [05:19<01:23,  1.52s/it, loss=0.007, mat=0.012, sens=0.876, deg=0.000]
Ep 013/100 [S2:+mat]:  79%|██▍| 209/264 [05:21<01:23,  1.52s/it, loss=0.007, mat=0.011, sens=1.088, deg=0.000]
Ep 013/100 [S2:+mat]:  80%|██▍| 210/264 [05:21<01:22,  1.52s/it, loss=0.007, mat=0.011, sens=1.088, deg=0.000]
Ep 013/100 [S2:+mat]:  80%|██▍| 210/264 [05:22<01:22,  1.52s/it, loss=0.015, mat=0.010, sens=3.499, deg=0.000]
Ep 013/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:20,  1.52s/it, loss=0.015, mat=0.010, sens=3.499, deg=0.000]
Ep 013/100 [S2:+mat]:  80%|██▍| 211/264 [05:24<01:20,  1.52s/it, loss=0.010, mat=0.011, sens=3.238, deg=0.000]
Ep 013/100 [S2:+mat]:  80%|██▍| 212/264 [05:24<01:19,  1.52s/it, loss=0.010, mat=0.011, sens=3.238, deg=0.000]
Ep 013/100 [S2:+mat]:  80%|██▍| 212/264 [05:25<01:19,  1.52s/it, loss=0.010, mat=0.011, sens=1.628, deg=0.000]
Ep 013/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:17,  1.52s/it, loss=0.010, mat=0.011, sens=1.628, deg=0.000]
Ep 013/100 [S2:+mat]:  81%|██▍| 213/264 [05:27<01:17,  1.52s/it, loss=0.007, mat=0.010, sens=3.285, deg=0.000]
Ep 013/100 [S2:+mat]:  81%|██▍| 214/264 [05:27<01:16,  1.52s/it, loss=0.007, mat=0.010, sens=3.285, deg=0.000]
Ep 013/100 [S2:+mat]:  81%|██▍| 214/264 [05:28<01:16,  1.52s/it, loss=0.009, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  81%|██▍| 215/264 [05:28<01:15,  1.54s/it, loss=0.009, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  81%|██▍| 215/264 [05:30<01:15,  1.54s/it, loss=0.007, mat=0.011, sens=0.831, deg=0.000]
Ep 013/100 [S2:+mat]:  82%|██▍| 216/264 [05:30<01:13,  1.54s/it, loss=0.007, mat=0.011, sens=0.831, deg=0.000]
Ep 013/100 [S2:+mat]:  82%|██▍| 216/264 [05:31<01:13,  1.54s/it, loss=0.006, mat=0.012, sens=2.047, deg=0.000]
Ep 013/100 [S2:+mat]:  82%|██▍| 217/264 [05:31<01:12,  1.55s/it, loss=0.006, mat=0.012, sens=2.047, deg=0.000]
Ep 013/100 [S2:+mat]:  82%|██▍| 217/264 [05:33<01:12,  1.55s/it, loss=0.008, mat=0.010, sens=4.102, deg=0.000]
Ep 013/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:11,  1.54s/it, loss=0.008, mat=0.010, sens=4.102, deg=0.000]
Ep 013/100 [S2:+mat]:  83%|██▍| 218/264 [05:34<01:11,  1.54s/it, loss=0.008, mat=0.012, sens=0.802, deg=0.000]
Ep 013/100 [S2:+mat]:  83%|██▍| 219/264 [05:34<01:09,  1.54s/it, loss=0.008, mat=0.012, sens=0.802, deg=0.000]
Ep 013/100 [S2:+mat]:  83%|██▍| 219/264 [05:36<01:09,  1.54s/it, loss=0.010, mat=0.011, sens=1.826, deg=0.000]
Ep 013/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:07,  1.54s/it, loss=0.010, mat=0.011, sens=1.826, deg=0.000]
Ep 013/100 [S2:+mat]:  83%|██▌| 220/264 [05:37<01:07,  1.54s/it, loss=0.008, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  84%|██▌| 221/264 [05:37<01:05,  1.53s/it, loss=0.008, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  84%|██▌| 221/264 [05:39<01:05,  1.53s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:04,  1.53s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  84%|██▌| 222/264 [05:40<01:04,  1.53s/it, loss=0.009, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  84%|██▌| 223/264 [05:40<01:02,  1.53s/it, loss=0.009, mat=0.012, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  84%|██▌| 223/264 [05:42<01:02,  1.53s/it, loss=0.009, mat=0.010, sens=2.601, deg=0.000]
Ep 013/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:00,  1.52s/it, loss=0.009, mat=0.010, sens=2.601, deg=0.000]
Ep 013/100 [S2:+mat]:  85%|██▌| 224/264 [05:44<01:00,  1.52s/it, loss=0.008, mat=0.011, sens=3.618, deg=0.000]
Ep 013/100 [S2:+mat]:  85%|██▌| 225/264 [05:44<00:59,  1.52s/it, loss=0.008, mat=0.011, sens=3.618, deg=0.000]
Ep 013/100 [S2:+mat]:  85%|██▌| 225/264 [05:45<00:59,  1.52s/it, loss=0.007, mat=0.009, sens=0.823, deg=0.000]
Ep 013/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:57,  1.52s/it, loss=0.007, mat=0.009, sens=0.823, deg=0.000]
Ep 013/100 [S2:+mat]:  86%|██▌| 226/264 [05:47<00:57,  1.52s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  86%|██▌| 227/264 [05:47<00:56,  1.52s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  86%|██▌| 227/264 [05:48<00:56,  1.52s/it, loss=0.007, mat=0.011, sens=0.883, deg=0.000]
Ep 013/100 [S2:+mat]:  86%|██▌| 228/264 [05:48<00:54,  1.52s/it, loss=0.007, mat=0.011, sens=0.883, deg=0.000]
Ep 013/100 [S2:+mat]:  86%|██▌| 228/264 [05:50<00:54,  1.52s/it, loss=0.008, mat=0.010, sens=1.777, deg=0.000]
Ep 013/100 [S2:+mat]:  87%|██▌| 229/264 [05:50<00:54,  1.54s/it, loss=0.008, mat=0.010, sens=1.777, deg=0.000]
Ep 013/100 [S2:+mat]:  87%|██▌| 229/264 [05:51<00:54,  1.54s/it, loss=0.008, mat=0.011, sens=4.412, deg=0.000]
Ep 013/100 [S2:+mat]:  87%|██▌| 230/264 [05:51<00:52,  1.54s/it, loss=0.008, mat=0.011, sens=4.412, deg=0.000]
Ep 013/100 [S2:+mat]:  87%|██▌| 230/264 [05:53<00:52,  1.54s/it, loss=0.007, mat=0.010, sens=0.891, deg=0.000]
Ep 013/100 [S2:+mat]:  88%|██▋| 231/264 [05:53<00:50,  1.53s/it, loss=0.007, mat=0.010, sens=0.891, deg=0.000]
Ep 013/100 [S2:+mat]:  88%|██▋| 231/264 [05:54<00:50,  1.53s/it, loss=0.007, mat=0.011, sens=1.885, deg=0.000]
Ep 013/100 [S2:+mat]:  88%|██▋| 232/264 [05:54<00:48,  1.53s/it, loss=0.007, mat=0.011, sens=1.885, deg=0.000]
Ep 013/100 [S2:+mat]:  88%|██▋| 232/264 [05:56<00:48,  1.53s/it, loss=0.010, mat=0.009, sens=2.829, deg=0.000]
Ep 013/100 [S2:+mat]:  88%|██▋| 233/264 [05:56<00:47,  1.53s/it, loss=0.010, mat=0.009, sens=2.829, deg=0.000]
Ep 013/100 [S2:+mat]:  88%|██▋| 233/264 [05:57<00:47,  1.53s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  89%|██▋| 234/264 [05:57<00:45,  1.52s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  89%|██▋| 234/264 [05:59<00:45,  1.52s/it, loss=0.010, mat=0.009, sens=0.000, deg=0.007]
Ep 013/100 [S2:+mat]:  89%|██▋| 235/264 [05:59<00:44,  1.52s/it, loss=0.010, mat=0.009, sens=0.000, deg=0.007]
Ep 013/100 [S2:+mat]:  89%|██▋| 235/264 [06:00<00:44,  1.52s/it, loss=0.011, mat=0.010, sens=1.243, deg=0.000]
Ep 013/100 [S2:+mat]:  89%|██▋| 236/264 [06:00<00:42,  1.52s/it, loss=0.011, mat=0.010, sens=1.243, deg=0.000]
Ep 013/100 [S2:+mat]:  89%|██▋| 236/264 [06:02<00:42,  1.52s/it, loss=0.009, mat=0.010, sens=1.069, deg=0.000]
Ep 013/100 [S2:+mat]:  90%|██▋| 237/264 [06:02<00:41,  1.52s/it, loss=0.009, mat=0.010, sens=1.069, deg=0.000]
Ep 013/100 [S2:+mat]:  90%|██▋| 237/264 [06:03<00:41,  1.52s/it, loss=0.008, mat=0.010, sens=2.175, deg=0.000]
Ep 013/100 [S2:+mat]:  90%|██▋| 238/264 [06:03<00:39,  1.52s/it, loss=0.008, mat=0.010, sens=2.175, deg=0.000]
Ep 013/100 [S2:+mat]:  90%|██▋| 238/264 [06:05<00:39,  1.52s/it, loss=0.008, mat=0.009, sens=0.808, deg=0.000]
Ep 013/100 [S2:+mat]:  91%|██▋| 239/264 [06:05<00:38,  1.52s/it, loss=0.008, mat=0.009, sens=0.808, deg=0.000]
Ep 013/100 [S2:+mat]:  91%|██▋| 239/264 [06:06<00:38,  1.52s/it, loss=0.008, mat=0.011, sens=3.429, deg=0.000]
Ep 013/100 [S2:+mat]:  91%|██▋| 240/264 [06:06<00:36,  1.53s/it, loss=0.008, mat=0.011, sens=3.429, deg=0.000]
Ep 013/100 [S2:+mat]:  91%|██▋| 240/264 [06:08<00:36,  1.53s/it, loss=0.011, mat=0.011, sens=0.797, deg=0.000]
Ep 013/100 [S2:+mat]:  91%|██▋| 241/264 [06:08<00:35,  1.55s/it, loss=0.011, mat=0.011, sens=0.797, deg=0.000]
Ep 013/100 [S2:+mat]:  91%|██▋| 241/264 [06:10<00:35,  1.55s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  92%|██▊| 242/264 [06:10<00:33,  1.54s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  92%|██▊| 242/264 [06:11<00:33,  1.54s/it, loss=0.009, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  92%|██▊| 243/264 [06:11<00:32,  1.54s/it, loss=0.009, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  92%|██▊| 243/264 [06:13<00:32,  1.54s/it, loss=0.007, mat=0.009, sens=0.845, deg=0.000]
Ep 013/100 [S2:+mat]:  92%|██▊| 244/264 [06:13<00:30,  1.53s/it, loss=0.007, mat=0.009, sens=0.845, deg=0.000]
Ep 013/100 [S2:+mat]:  92%|██▊| 244/264 [06:14<00:30,  1.53s/it, loss=0.008, mat=0.010, sens=0.814, deg=0.000]
Ep 013/100 [S2:+mat]:  93%|██▊| 245/264 [06:14<00:29,  1.53s/it, loss=0.008, mat=0.010, sens=0.814, deg=0.000]
Ep 013/100 [S2:+mat]:  93%|██▊| 245/264 [06:16<00:29,  1.53s/it, loss=0.007, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  93%|██▊| 246/264 [06:16<00:27,  1.53s/it, loss=0.007, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  93%|██▊| 246/264 [06:17<00:27,  1.53s/it, loss=0.010, mat=0.010, sens=3.405, deg=0.000]
Ep 013/100 [S2:+mat]:  94%|██▊| 247/264 [06:17<00:25,  1.53s/it, loss=0.010, mat=0.010, sens=3.405, deg=0.000]
Ep 013/100 [S2:+mat]:  94%|██▊| 247/264 [06:19<00:25,  1.53s/it, loss=0.006, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  94%|██▊| 248/264 [06:19<00:24,  1.53s/it, loss=0.006, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  94%|██▊| 248/264 [06:20<00:24,  1.53s/it, loss=0.006, mat=0.008, sens=0.968, deg=0.000]
Ep 013/100 [S2:+mat]:  94%|██▊| 249/264 [06:20<00:22,  1.53s/it, loss=0.006, mat=0.008, sens=0.968, deg=0.000]
Ep 013/100 [S2:+mat]:  94%|██▊| 249/264 [06:22<00:22,  1.53s/it, loss=0.016, mat=0.010, sens=0.802, deg=0.000]
Ep 013/100 [S2:+mat]:  95%|██▊| 250/264 [06:22<00:21,  1.54s/it, loss=0.016, mat=0.010, sens=0.802, deg=0.000]
Ep 013/100 [S2:+mat]:  95%|██▊| 250/264 [06:23<00:21,  1.54s/it, loss=0.008, mat=0.010, sens=1.527, deg=0.000]
Ep 013/100 [S2:+mat]:  95%|██▊| 251/264 [06:23<00:20,  1.57s/it, loss=0.008, mat=0.010, sens=1.527, deg=0.000]
Ep 013/100 [S2:+mat]:  95%|██▊| 251/264 [06:25<00:20,  1.57s/it, loss=0.013, mat=0.010, sens=2.619, deg=0.000]
Ep 013/100 [S2:+mat]:  95%|██▊| 252/264 [06:25<00:19,  1.58s/it, loss=0.013, mat=0.010, sens=2.619, deg=0.000]
Ep 013/100 [S2:+mat]:  95%|██▊| 252/264 [06:27<00:19,  1.58s/it, loss=0.008, mat=0.010, sens=2.263, deg=0.000]
Ep 013/100 [S2:+mat]:  96%|██▉| 253/264 [06:27<00:17,  1.60s/it, loss=0.008, mat=0.010, sens=2.263, deg=0.000]
Ep 013/100 [S2:+mat]:  96%|██▉| 253/264 [06:28<00:17,  1.60s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  96%|██▉| 254/264 [06:28<00:16,  1.60s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  96%|██▉| 254/264 [06:30<00:16,  1.60s/it, loss=0.007, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  97%|██▉| 255/264 [06:30<00:14,  1.61s/it, loss=0.007, mat=0.011, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  97%|██▉| 255/264 [06:32<00:14,  1.61s/it, loss=0.007, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  97%|██▉| 256/264 [06:32<00:12,  1.62s/it, loss=0.007, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  97%|██▉| 256/264 [06:33<00:12,  1.62s/it, loss=0.007, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  97%|██▉| 257/264 [06:33<00:11,  1.62s/it, loss=0.007, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  97%|██▉| 257/264 [06:35<00:11,  1.62s/it, loss=0.008, mat=0.011, sens=2.774, deg=0.000]
Ep 013/100 [S2:+mat]:  98%|██▉| 258/264 [06:35<00:09,  1.62s/it, loss=0.008, mat=0.011, sens=2.774, deg=0.000]
Ep 013/100 [S2:+mat]:  98%|██▉| 258/264 [06:37<00:09,  1.62s/it, loss=0.009, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  98%|██▉| 259/264 [06:37<00:08,  1.65s/it, loss=0.009, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  98%|██▉| 259/264 [06:38<00:08,  1.65s/it, loss=0.008, mat=0.010, sens=1.022, deg=0.000]
Ep 013/100 [S2:+mat]:  98%|██▉| 260/264 [06:38<00:06,  1.64s/it, loss=0.008, mat=0.010, sens=1.022, deg=0.000]
Ep 013/100 [S2:+mat]:  98%|██▉| 260/264 [06:40<00:06,  1.64s/it, loss=0.009, mat=0.009, sens=0.916, deg=0.000]
Ep 013/100 [S2:+mat]:  99%|██▉| 261/264 [06:40<00:04,  1.64s/it, loss=0.009, mat=0.009, sens=0.916, deg=0.000]
Ep 013/100 [S2:+mat]:  99%|██▉| 261/264 [06:41<00:04,  1.64s/it, loss=0.009, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  99%|██▉| 262/264 [06:41<00:03,  1.63s/it, loss=0.009, mat=0.010, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]:  99%|██▉| 262/264 [06:43<00:03,  1.63s/it, loss=0.007, mat=0.009, sens=2.669, deg=0.000]
Ep 013/100 [S2:+mat]: 100%|██▉| 263/264 [06:43<00:01,  1.63s/it, loss=0.007, mat=0.009, sens=2.669, deg=0.000]
Ep 013/100 [S2:+mat]: 100%|██▉| 263/264 [06:45<00:01,  1.63s/it, loss=0.009, mat=0.009, sens=0.000, deg=0.000]
Ep 013/100 [S2:+mat]: 100%|███| 264/264 [06:45<00:00,  1.64s/it, loss=0.009, mat=0.009, sens=0.000, deg=0.000]
                                                                                                              
Epoch 013/100 [S2:+mat]  loss=0.0103  mat=0.0152  sens=1.0452  deg=0.0001  orth=0.0026  α=0.5 β=0.0 γ=0.5  405s

Ep 014/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 014/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.008, mat=0.010, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:41,  2.21s/it, loss=0.008, mat=0.010, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:41,  2.21s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   1%|     | 2/264 [00:03<08:08,  1.86s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   1%|     | 2/264 [00:05<08:08,  1.86s/it, loss=0.009, mat=0.008, sens=0.000, deg=0.002]
Ep 014/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:36,  1.75s/it, loss=0.009, mat=0.008, sens=0.000, deg=0.002]
Ep 014/100 [S2:+mat]:   1%|     | 3/264 [00:07<07:36,  1.75s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   2%|     | 4/264 [00:07<07:20,  1.70s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   2%|     | 4/264 [00:08<07:20,  1.70s/it, loss=0.008, mat=0.009, sens=2.224, deg=0.000]
Ep 014/100 [S2:+mat]:   2%|     | 5/264 [00:08<07:06,  1.65s/it, loss=0.008, mat=0.009, sens=2.224, deg=0.000]
Ep 014/100 [S2:+mat]:   2%|     | 5/264 [00:10<07:06,  1.65s/it, loss=0.010, mat=0.009, sens=2.777, deg=0.000]
Ep 014/100 [S2:+mat]:   2%|     | 6/264 [00:10<06:53,  1.60s/it, loss=0.010, mat=0.009, sens=2.777, deg=0.000]
Ep 014/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:53,  1.60s/it, loss=0.007, mat=0.010, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:44,  1.57s/it, loss=0.007, mat=0.010, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   3%|▏    | 7/264 [00:13<06:44,  1.57s/it, loss=0.014, mat=0.010, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   3%|▏    | 8/264 [00:13<06:38,  1.56s/it, loss=0.014, mat=0.010, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:38,  1.56s/it, loss=0.006, mat=0.011, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:33,  1.54s/it, loss=0.006, mat=0.011, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   3%|▏    | 9/264 [00:16<06:33,  1.54s/it, loss=0.007, mat=0.010, sens=1.006, deg=0.000]
Ep 014/100 [S2:+mat]:   4%|▏   | 10/264 [00:16<06:30,  1.54s/it, loss=0.007, mat=0.010, sens=1.006, deg=0.000]
Ep 014/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:30,  1.54s/it, loss=0.010, mat=0.009, sens=0.889, deg=0.000]
Ep 014/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:28,  1.54s/it, loss=0.010, mat=0.009, sens=0.889, deg=0.000]
Ep 014/100 [S2:+mat]:   4%|▏   | 11/264 [00:19<06:28,  1.54s/it, loss=0.009, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   5%|▏   | 12/264 [00:19<06:34,  1.57s/it, loss=0.009, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:34,  1.57s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:29,  1.55s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   5%|▏   | 13/264 [00:22<06:29,  1.55s/it, loss=0.010, mat=0.010, sens=0.791, deg=0.000]
Ep 014/100 [S2:+mat]:   5%|▏   | 14/264 [00:22<06:25,  1.54s/it, loss=0.010, mat=0.010, sens=0.791, deg=0.000]
Ep 014/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:25,  1.54s/it, loss=0.011, mat=0.009, sens=0.862, deg=0.000]
Ep 014/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:22,  1.54s/it, loss=0.011, mat=0.009, sens=0.862, deg=0.000]
Ep 014/100 [S2:+mat]:   6%|▏   | 15/264 [00:25<06:22,  1.54s/it, loss=0.007, mat=0.010, sens=2.527, deg=0.000]
Ep 014/100 [S2:+mat]:   6%|▏   | 16/264 [00:25<06:19,  1.53s/it, loss=0.007, mat=0.010, sens=2.527, deg=0.000]
Ep 014/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:19,  1.53s/it, loss=0.010, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:17,  1.53s/it, loss=0.010, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   6%|▎   | 17/264 [00:28<06:17,  1.53s/it, loss=0.010, mat=0.008, sens=2.455, deg=0.000]
Ep 014/100 [S2:+mat]:   7%|▎   | 18/264 [00:28<06:15,  1.53s/it, loss=0.010, mat=0.008, sens=2.455, deg=0.000]
Ep 014/100 [S2:+mat]:   7%|▎   | 18/264 [00:30<06:15,  1.53s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:14,  1.53s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   7%|▎   | 19/264 [00:31<06:14,  1.53s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   8%|▎   | 20/264 [00:31<06:12,  1.53s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   8%|▎   | 20/264 [00:33<06:12,  1.53s/it, loss=0.008, mat=0.009, sens=3.355, deg=0.000]
Ep 014/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:10,  1.53s/it, loss=0.008, mat=0.009, sens=3.355, deg=0.000]
Ep 014/100 [S2:+mat]:   8%|▎   | 21/264 [00:34<06:10,  1.53s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   8%|▎   | 22/264 [00:34<06:09,  1.53s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   8%|▎   | 22/264 [00:36<06:09,  1.53s/it, loss=0.005, mat=0.008, sens=2.183, deg=0.000]
Ep 014/100 [S2:+mat]:   9%|▎   | 23/264 [00:36<06:08,  1.53s/it, loss=0.005, mat=0.008, sens=2.183, deg=0.000]
Ep 014/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:08,  1.53s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:06,  1.53s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:   9%|▎   | 24/264 [00:39<06:06,  1.53s/it, loss=0.006, mat=0.009, sens=2.031, deg=0.000]
Ep 014/100 [S2:+mat]:   9%|▍   | 25/264 [00:39<06:07,  1.54s/it, loss=0.006, mat=0.009, sens=2.031, deg=0.000]
Ep 014/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:07,  1.54s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:11,  1.56s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  10%|▍   | 26/264 [00:42<06:11,  1.56s/it, loss=0.007, mat=0.009, sens=1.172, deg=0.000]
Ep 014/100 [S2:+mat]:  10%|▍   | 27/264 [00:42<06:07,  1.55s/it, loss=0.007, mat=0.009, sens=1.172, deg=0.000]
Ep 014/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<06:07,  1.55s/it, loss=0.007, mat=0.009, sens=3.522, deg=0.000]
Ep 014/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<06:04,  1.54s/it, loss=0.007, mat=0.009, sens=3.522, deg=0.000]
Ep 014/100 [S2:+mat]:  11%|▍   | 28/264 [00:45<06:04,  1.54s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  11%|▍   | 29/264 [00:45<06:01,  1.54s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<06:01,  1.54s/it, loss=0.006, mat=0.009, sens=1.376, deg=0.000]
Ep 014/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:58,  1.53s/it, loss=0.006, mat=0.009, sens=1.376, deg=0.000]
Ep 014/100 [S2:+mat]:  11%|▍   | 30/264 [00:48<05:58,  1.53s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  12%|▍   | 31/264 [00:48<05:56,  1.53s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:56,  1.53s/it, loss=0.006, mat=0.008, sens=1.798, deg=0.000]
Ep 014/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:54,  1.53s/it, loss=0.006, mat=0.008, sens=1.798, deg=0.000]
Ep 014/100 [S2:+mat]:  12%|▍   | 32/264 [00:51<05:54,  1.53s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  12%|▌   | 33/264 [00:51<05:52,  1.53s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  12%|▌   | 33/264 [00:53<05:52,  1.53s/it, loss=0.006, mat=0.008, sens=2.469, deg=0.000]
Ep 014/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:50,  1.53s/it, loss=0.006, mat=0.008, sens=2.469, deg=0.000]
Ep 014/100 [S2:+mat]:  13%|▌   | 34/264 [00:54<05:50,  1.53s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  13%|▌   | 35/264 [00:54<05:49,  1.53s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  13%|▌   | 35/264 [00:56<05:49,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:47,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  14%|▌   | 36/264 [00:57<05:47,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  14%|▌   | 37/264 [00:57<05:46,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  14%|▌   | 37/264 [00:59<05:46,  1.53s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:50,  1.55s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  14%|▌   | 38/264 [01:00<05:50,  1.55s/it, loss=0.008, mat=0.008, sens=4.411, deg=0.000]
Ep 014/100 [S2:+mat]:  15%|▌   | 39/264 [01:00<05:47,  1.54s/it, loss=0.008, mat=0.008, sens=4.411, deg=0.000]
Ep 014/100 [S2:+mat]:  15%|▌   | 39/264 [01:02<05:47,  1.54s/it, loss=0.005, mat=0.007, sens=1.069, deg=0.000]
Ep 014/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:44,  1.54s/it, loss=0.005, mat=0.007, sens=1.069, deg=0.000]
Ep 014/100 [S2:+mat]:  15%|▌   | 40/264 [01:03<05:44,  1.54s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  16%|▌   | 41/264 [01:03<05:42,  1.53s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  16%|▌   | 41/264 [01:05<05:42,  1.53s/it, loss=0.006, mat=0.007, sens=1.982, deg=0.000]
Ep 014/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:39,  1.53s/it, loss=0.006, mat=0.007, sens=1.982, deg=0.000]
Ep 014/100 [S2:+mat]:  16%|▋   | 42/264 [01:06<05:39,  1.53s/it, loss=0.006, mat=0.008, sens=1.313, deg=0.000]
Ep 014/100 [S2:+mat]:  16%|▋   | 43/264 [01:06<05:37,  1.53s/it, loss=0.006, mat=0.008, sens=1.313, deg=0.000]
Ep 014/100 [S2:+mat]:  16%|▋   | 43/264 [01:08<05:37,  1.53s/it, loss=0.008, mat=0.009, sens=0.843, deg=0.000]
Ep 014/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:35,  1.53s/it, loss=0.008, mat=0.009, sens=0.843, deg=0.000]
Ep 014/100 [S2:+mat]:  17%|▋   | 44/264 [01:09<05:35,  1.53s/it, loss=0.006, mat=0.008, sens=0.806, deg=0.000]
Ep 014/100 [S2:+mat]:  17%|▋   | 45/264 [01:09<05:34,  1.53s/it, loss=0.006, mat=0.008, sens=0.806, deg=0.000]
Ep 014/100 [S2:+mat]:  17%|▋   | 45/264 [01:11<05:34,  1.53s/it, loss=0.009, mat=0.009, sens=4.249, deg=0.000]
Ep 014/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:32,  1.53s/it, loss=0.009, mat=0.009, sens=4.249, deg=0.000]
Ep 014/100 [S2:+mat]:  17%|▋   | 46/264 [01:12<05:32,  1.53s/it, loss=0.047, mat=0.008, sens=1.361, deg=0.000]
Ep 014/100 [S2:+mat]:  18%|▋   | 47/264 [01:12<05:30,  1.53s/it, loss=0.047, mat=0.008, sens=1.361, deg=0.000]
Ep 014/100 [S2:+mat]:  18%|▋   | 47/264 [01:14<05:30,  1.53s/it, loss=0.006, mat=0.008, sens=1.941, deg=0.000]
Ep 014/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:30,  1.53s/it, loss=0.006, mat=0.008, sens=1.941, deg=0.000]
Ep 014/100 [S2:+mat]:  18%|▋   | 48/264 [01:16<05:30,  1.53s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:30,  1.54s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  19%|▋   | 49/264 [01:17<05:30,  1.54s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:29,  1.54s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  19%|▊   | 50/264 [01:19<05:29,  1.54s/it, loss=0.007, mat=0.009, sens=0.807, deg=0.000]
Ep 014/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:27,  1.54s/it, loss=0.007, mat=0.009, sens=0.807, deg=0.000]
Ep 014/100 [S2:+mat]:  19%|▊   | 51/264 [01:20<05:27,  1.54s/it, loss=0.005, mat=0.007, sens=3.999, deg=0.000]
Ep 014/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:25,  1.54s/it, loss=0.005, mat=0.007, sens=3.999, deg=0.000]
Ep 014/100 [S2:+mat]:  20%|▊   | 52/264 [01:22<05:25,  1.54s/it, loss=0.009, mat=0.010, sens=1.212, deg=0.000]
Ep 014/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:23,  1.53s/it, loss=0.009, mat=0.010, sens=1.212, deg=0.000]
Ep 014/100 [S2:+mat]:  20%|▊   | 53/264 [01:23<05:23,  1.53s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:21,  1.53s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  20%|▊   | 54/264 [01:25<05:21,  1.53s/it, loss=0.007, mat=0.008, sens=1.449, deg=0.000]
Ep 014/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:19,  1.53s/it, loss=0.007, mat=0.008, sens=1.449, deg=0.000]
Ep 014/100 [S2:+mat]:  21%|▊   | 55/264 [01:26<05:19,  1.53s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  21%|▊   | 56/264 [01:26<05:22,  1.55s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  21%|▊   | 56/264 [01:28<05:22,  1.55s/it, loss=0.006, mat=0.008, sens=5.123, deg=0.000]
Ep 014/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:20,  1.55s/it, loss=0.006, mat=0.008, sens=5.123, deg=0.000]
Ep 014/100 [S2:+mat]:  22%|▊   | 57/264 [01:29<05:20,  1.55s/it, loss=0.005, mat=0.007, sens=1.167, deg=0.000]
Ep 014/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:17,  1.54s/it, loss=0.005, mat=0.007, sens=1.167, deg=0.000]
Ep 014/100 [S2:+mat]:  22%|▉   | 58/264 [01:31<05:17,  1.54s/it, loss=0.007, mat=0.009, sens=1.025, deg=0.000]
Ep 014/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:15,  1.54s/it, loss=0.007, mat=0.009, sens=1.025, deg=0.000]
Ep 014/100 [S2:+mat]:  22%|▉   | 59/264 [01:32<05:15,  1.54s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  23%|▉   | 60/264 [01:32<05:13,  1.54s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  23%|▉   | 60/264 [01:34<05:13,  1.54s/it, loss=0.006, mat=0.009, sens=1.917, deg=0.000]
Ep 014/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:11,  1.53s/it, loss=0.006, mat=0.009, sens=1.917, deg=0.000]
Ep 014/100 [S2:+mat]:  23%|▉   | 61/264 [01:35<05:11,  1.53s/it, loss=0.005, mat=0.007, sens=0.948, deg=0.000]
Ep 014/100 [S2:+mat]:  23%|▉   | 62/264 [01:35<05:09,  1.53s/it, loss=0.005, mat=0.007, sens=0.948, deg=0.000]
Ep 014/100 [S2:+mat]:  23%|▉   | 62/264 [01:37<05:09,  1.53s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:07,  1.53s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  24%|▉   | 63/264 [01:39<05:07,  1.53s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:05,  1.53s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  24%|▉   | 64/264 [01:40<05:05,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:04,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  25%|▉   | 65/264 [01:42<05:04,  1.53s/it, loss=0.005, mat=0.007, sens=2.584, deg=0.000]
Ep 014/100 [S2:+mat]:  25%|█   | 66/264 [01:42<05:02,  1.53s/it, loss=0.005, mat=0.007, sens=2.584, deg=0.000]
Ep 014/100 [S2:+mat]:  25%|█   | 66/264 [01:43<05:02,  1.53s/it, loss=0.004, mat=0.007, sens=0.831, deg=0.000]
Ep 014/100 [S2:+mat]:  25%|█   | 67/264 [01:43<05:00,  1.53s/it, loss=0.004, mat=0.007, sens=0.831, deg=0.000]
Ep 014/100 [S2:+mat]:  25%|█   | 67/264 [01:45<05:00,  1.53s/it, loss=0.006, mat=0.008, sens=1.476, deg=0.000]
Ep 014/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:59,  1.53s/it, loss=0.006, mat=0.008, sens=1.476, deg=0.000]
Ep 014/100 [S2:+mat]:  26%|█   | 68/264 [01:46<04:59,  1.53s/it, loss=0.006, mat=0.008, sens=1.412, deg=0.000]
Ep 014/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:57,  1.53s/it, loss=0.006, mat=0.008, sens=1.412, deg=0.000]
Ep 014/100 [S2:+mat]:  26%|█   | 69/264 [01:48<04:57,  1.53s/it, loss=0.006, mat=0.007, sens=1.242, deg=0.000]
Ep 014/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:56,  1.53s/it, loss=0.006, mat=0.007, sens=1.242, deg=0.000]
Ep 014/100 [S2:+mat]:  27%|█   | 70/264 [01:49<04:56,  1.53s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:58,  1.55s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  27%|█   | 71/264 [01:51<04:58,  1.55s/it, loss=0.006, mat=0.008, sens=2.893, deg=0.000]
Ep 014/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:56,  1.54s/it, loss=0.006, mat=0.008, sens=2.893, deg=0.000]
Ep 014/100 [S2:+mat]:  27%|█   | 72/264 [01:52<04:56,  1.54s/it, loss=0.006, mat=0.008, sens=1.688, deg=0.000]
Ep 014/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:55,  1.55s/it, loss=0.006, mat=0.008, sens=1.688, deg=0.000]
Ep 014/100 [S2:+mat]:  28%|█   | 73/264 [01:54<04:55,  1.55s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:53,  1.55s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  28%|█   | 74/264 [01:55<04:53,  1.55s/it, loss=0.005, mat=0.008, sens=2.464, deg=0.000]
Ep 014/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:51,  1.54s/it, loss=0.005, mat=0.008, sens=2.464, deg=0.000]
Ep 014/100 [S2:+mat]:  28%|█▏  | 75/264 [01:57<04:51,  1.54s/it, loss=0.006, mat=0.008, sens=0.889, deg=0.000]
Ep 014/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:49,  1.54s/it, loss=0.006, mat=0.008, sens=0.889, deg=0.000]
Ep 014/100 [S2:+mat]:  29%|█▏  | 76/264 [01:59<04:49,  1.54s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:47,  1.53s/it, loss=0.006, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  29%|█▏  | 77/264 [02:00<04:47,  1.53s/it, loss=0.006, mat=0.007, sens=5.023, deg=0.000]
Ep 014/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:45,  1.53s/it, loss=0.006, mat=0.007, sens=5.023, deg=0.000]
Ep 014/100 [S2:+mat]:  30%|█▏  | 78/264 [02:02<04:45,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:43,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  30%|█▏  | 79/264 [02:03<04:43,  1.53s/it, loss=0.005, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:40,  1.53s/it, loss=0.005, mat=0.009, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  30%|█▏  | 80/264 [02:05<04:40,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:39,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  31%|█▏  | 81/264 [02:06<04:39,  1.53s/it, loss=0.005, mat=0.009, sens=0.864, deg=0.000]
Ep 014/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:37,  1.53s/it, loss=0.005, mat=0.009, sens=0.864, deg=0.000]
Ep 014/100 [S2:+mat]:  31%|█▏  | 82/264 [02:08<04:37,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:40,  1.55s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  31%|█▎  | 83/264 [02:09<04:40,  1.55s/it, loss=0.004, mat=0.007, sens=1.380, deg=0.000]
Ep 014/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:37,  1.54s/it, loss=0.004, mat=0.007, sens=1.380, deg=0.000]
Ep 014/100 [S2:+mat]:  32%|█▎  | 84/264 [02:11<04:37,  1.54s/it, loss=0.006, mat=0.007, sens=4.047, deg=0.000]
Ep 014/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:35,  1.54s/it, loss=0.006, mat=0.007, sens=4.047, deg=0.000]
Ep 014/100 [S2:+mat]:  32%|█▎  | 85/264 [02:12<04:35,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:33,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  33%|█▎  | 86/264 [02:14<04:33,  1.54s/it, loss=0.005, mat=0.008, sens=3.849, deg=0.000]
Ep 014/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:31,  1.53s/it, loss=0.005, mat=0.008, sens=3.849, deg=0.000]
Ep 014/100 [S2:+mat]:  33%|█▎  | 87/264 [02:15<04:31,  1.53s/it, loss=0.006, mat=0.008, sens=0.803, deg=0.000]
Ep 014/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:29,  1.53s/it, loss=0.006, mat=0.008, sens=0.803, deg=0.000]
Ep 014/100 [S2:+mat]:  33%|█▎  | 88/264 [02:17<04:29,  1.53s/it, loss=0.006, mat=0.007, sens=1.254, deg=0.000]
Ep 014/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:27,  1.53s/it, loss=0.006, mat=0.007, sens=1.254, deg=0.000]
Ep 014/100 [S2:+mat]:  34%|█▎  | 89/264 [02:18<04:27,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:26,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  34%|█▎  | 90/264 [02:20<04:26,  1.53s/it, loss=0.005, mat=0.008, sens=2.468, deg=0.000]
Ep 014/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:24,  1.53s/it, loss=0.005, mat=0.008, sens=2.468, deg=0.000]
Ep 014/100 [S2:+mat]:  34%|█▍  | 91/264 [02:22<04:24,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  35%|█▍  | 92/264 [02:22<04:22,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  35%|█▍  | 92/264 [02:23<04:22,  1.53s/it, loss=0.007, mat=0.009, sens=1.707, deg=0.000]
Ep 014/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:21,  1.53s/it, loss=0.007, mat=0.009, sens=1.707, deg=0.000]
Ep 014/100 [S2:+mat]:  35%|█▍  | 93/264 [02:25<04:21,  1.53s/it, loss=0.007, mat=0.008, sens=2.664, deg=0.000]
Ep 014/100 [S2:+mat]:  36%|█▍  | 94/264 [02:25<04:20,  1.53s/it, loss=0.007, mat=0.008, sens=2.664, deg=0.000]
Ep 014/100 [S2:+mat]:  36%|█▍  | 94/264 [02:26<04:20,  1.53s/it, loss=0.004, mat=0.007, sens=1.392, deg=0.000]
Ep 014/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:18,  1.53s/it, loss=0.004, mat=0.007, sens=1.392, deg=0.000]
Ep 014/100 [S2:+mat]:  36%|█▍  | 95/264 [02:28<04:18,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  36%|█▍  | 96/264 [02:28<04:16,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  36%|█▍  | 96/264 [02:29<04:16,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:17,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  37%|█▍  | 97/264 [02:31<04:17,  1.54s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  37%|█▍  | 98/264 [02:31<04:15,  1.54s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  37%|█▍  | 98/264 [02:32<04:15,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:13,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  38%|█▌  | 99/264 [02:34<04:13,  1.54s/it, loss=0.005, mat=0.008, sens=1.686, deg=0.000]
Ep 014/100 [S2:+mat]:  38%|█▏ | 100/264 [02:34<04:11,  1.53s/it, loss=0.005, mat=0.008, sens=1.686, deg=0.000]
Ep 014/100 [S2:+mat]:  38%|█▏ | 100/264 [02:35<04:11,  1.53s/it, loss=0.005, mat=0.008, sens=3.139, deg=0.000]
Ep 014/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:09,  1.53s/it, loss=0.005, mat=0.008, sens=3.139, deg=0.000]
Ep 014/100 [S2:+mat]:  38%|█▏ | 101/264 [02:37<04:09,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  39%|█▏ | 102/264 [02:37<04:11,  1.55s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  39%|█▏ | 102/264 [02:38<04:11,  1.55s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:08,  1.55s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  39%|█▏ | 103/264 [02:40<04:08,  1.55s/it, loss=0.005, mat=0.007, sens=4.225, deg=0.000]
Ep 014/100 [S2:+mat]:  39%|█▏ | 104/264 [02:40<04:06,  1.54s/it, loss=0.005, mat=0.007, sens=4.225, deg=0.000]
Ep 014/100 [S2:+mat]:  39%|█▏ | 104/264 [02:42<04:06,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  40%|█▏ | 105/264 [02:42<04:04,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  40%|█▏ | 105/264 [02:43<04:04,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  40%|█▏ | 106/264 [02:43<04:02,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  40%|█▏ | 106/264 [02:45<04:02,  1.53s/it, loss=0.006, mat=0.007, sens=2.919, deg=0.000]
Ep 014/100 [S2:+mat]:  41%|█▏ | 107/264 [02:45<04:00,  1.53s/it, loss=0.006, mat=0.007, sens=2.919, deg=0.000]
Ep 014/100 [S2:+mat]:  41%|█▏ | 107/264 [02:46<04:00,  1.53s/it, loss=0.005, mat=0.007, sens=2.325, deg=0.000]
Ep 014/100 [S2:+mat]:  41%|█▏ | 108/264 [02:46<03:58,  1.53s/it, loss=0.005, mat=0.007, sens=2.325, deg=0.000]
Ep 014/100 [S2:+mat]:  41%|█▏ | 108/264 [02:48<03:58,  1.53s/it, loss=0.014, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  41%|█▏ | 109/264 [02:48<03:57,  1.53s/it, loss=0.014, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  41%|█▏ | 109/264 [02:49<03:57,  1.53s/it, loss=0.008, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  42%|█▎ | 110/264 [02:49<03:55,  1.53s/it, loss=0.008, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  42%|█▎ | 110/264 [02:51<03:55,  1.53s/it, loss=0.006, mat=0.008, sens=2.613, deg=0.000]
Ep 014/100 [S2:+mat]:  42%|█▎ | 111/264 [02:51<03:53,  1.53s/it, loss=0.006, mat=0.008, sens=2.613, deg=0.000]
Ep 014/100 [S2:+mat]:  42%|█▎ | 111/264 [02:52<03:53,  1.53s/it, loss=0.005, mat=0.006, sens=1.229, deg=0.000]
Ep 014/100 [S2:+mat]:  42%|█▎ | 112/264 [02:52<03:52,  1.53s/it, loss=0.005, mat=0.006, sens=1.229, deg=0.000]
Ep 014/100 [S2:+mat]:  42%|█▎ | 112/264 [02:54<03:52,  1.53s/it, loss=0.006, mat=0.007, sens=3.477, deg=0.000]
Ep 014/100 [S2:+mat]:  43%|█▎ | 113/264 [02:54<03:51,  1.53s/it, loss=0.006, mat=0.007, sens=3.477, deg=0.000]
Ep 014/100 [S2:+mat]:  43%|█▎ | 113/264 [02:55<03:51,  1.53s/it, loss=0.005, mat=0.007, sens=0.957, deg=0.000]
Ep 014/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:49,  1.53s/it, loss=0.005, mat=0.007, sens=0.957, deg=0.000]
Ep 014/100 [S2:+mat]:  43%|█▎ | 114/264 [02:57<03:49,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  44%|█▎ | 115/264 [02:57<03:47,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  44%|█▎ | 115/264 [02:58<03:47,  1.53s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:49,  1.55s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  44%|█▎ | 116/264 [03:00<03:49,  1.55s/it, loss=0.004, mat=0.007, sens=1.174, deg=0.000]
Ep 014/100 [S2:+mat]:  44%|█▎ | 117/264 [03:00<03:47,  1.54s/it, loss=0.004, mat=0.007, sens=1.174, deg=0.000]
Ep 014/100 [S2:+mat]:  44%|█▎ | 117/264 [03:01<03:47,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:44,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  45%|█▎ | 118/264 [03:03<03:44,  1.54s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  45%|█▎ | 119/264 [03:03<03:42,  1.53s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  45%|█▎ | 119/264 [03:05<03:42,  1.53s/it, loss=0.007, mat=0.007, sens=3.584, deg=0.000]
Ep 014/100 [S2:+mat]:  45%|█▎ | 120/264 [03:05<03:40,  1.53s/it, loss=0.007, mat=0.007, sens=3.584, deg=0.000]
Ep 014/100 [S2:+mat]:  45%|█▎ | 120/264 [03:06<03:40,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  46%|█▍ | 121/264 [03:06<03:40,  1.54s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  46%|█▍ | 121/264 [03:08<03:40,  1.54s/it, loss=0.004, mat=0.006, sens=0.868, deg=0.000]
Ep 014/100 [S2:+mat]:  46%|█▍ | 122/264 [03:08<03:38,  1.54s/it, loss=0.004, mat=0.006, sens=0.868, deg=0.000]
Ep 014/100 [S2:+mat]:  46%|█▍ | 122/264 [03:09<03:38,  1.54s/it, loss=0.005, mat=0.007, sens=0.894, deg=0.000]
Ep 014/100 [S2:+mat]:  47%|█▍ | 123/264 [03:09<03:36,  1.54s/it, loss=0.005, mat=0.007, sens=0.894, deg=0.000]
Ep 014/100 [S2:+mat]:  47%|█▍ | 123/264 [03:11<03:36,  1.54s/it, loss=0.005, mat=0.007, sens=4.492, deg=0.000]
Ep 014/100 [S2:+mat]:  47%|█▍ | 124/264 [03:11<03:34,  1.53s/it, loss=0.005, mat=0.007, sens=4.492, deg=0.000]
Ep 014/100 [S2:+mat]:  47%|█▍ | 124/264 [03:12<03:34,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  47%|█▍ | 125/264 [03:12<03:32,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  47%|█▍ | 125/264 [03:14<03:32,  1.53s/it, loss=0.006, mat=0.005, sens=3.528, deg=0.000]
Ep 014/100 [S2:+mat]:  48%|█▍ | 126/264 [03:14<03:30,  1.53s/it, loss=0.006, mat=0.005, sens=3.528, deg=0.000]
Ep 014/100 [S2:+mat]:  48%|█▍ | 126/264 [03:15<03:30,  1.53s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  48%|█▍ | 127/264 [03:15<03:29,  1.53s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  48%|█▍ | 127/264 [03:17<03:29,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  48%|█▍ | 128/264 [03:17<03:30,  1.55s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  48%|█▍ | 128/264 [03:18<03:30,  1.55s/it, loss=0.005, mat=0.008, sens=0.854, deg=0.000]
Ep 014/100 [S2:+mat]:  49%|█▍ | 129/264 [03:18<03:28,  1.54s/it, loss=0.005, mat=0.008, sens=0.854, deg=0.000]
Ep 014/100 [S2:+mat]:  49%|█▍ | 129/264 [03:20<03:28,  1.54s/it, loss=0.006, mat=0.006, sens=0.905, deg=0.000]
Ep 014/100 [S2:+mat]:  49%|█▍ | 130/264 [03:20<03:26,  1.54s/it, loss=0.006, mat=0.006, sens=0.905, deg=0.000]
Ep 014/100 [S2:+mat]:  49%|█▍ | 130/264 [03:21<03:26,  1.54s/it, loss=0.005, mat=0.007, sens=0.992, deg=0.000]
Ep 014/100 [S2:+mat]:  50%|█▍ | 131/264 [03:21<03:23,  1.53s/it, loss=0.005, mat=0.007, sens=0.992, deg=0.000]
Ep 014/100 [S2:+mat]:  50%|█▍ | 131/264 [03:23<03:23,  1.53s/it, loss=0.005, mat=0.006, sens=2.201, deg=0.000]
Ep 014/100 [S2:+mat]:  50%|█▌ | 132/264 [03:23<03:22,  1.53s/it, loss=0.005, mat=0.006, sens=2.201, deg=0.000]
Ep 014/100 [S2:+mat]:  50%|█▌ | 132/264 [03:24<03:22,  1.53s/it, loss=0.005, mat=0.007, sens=0.930, deg=0.000]
Ep 014/100 [S2:+mat]:  50%|█▌ | 133/264 [03:24<03:20,  1.53s/it, loss=0.005, mat=0.007, sens=0.930, deg=0.000]
Ep 014/100 [S2:+mat]:  50%|█▌ | 133/264 [03:26<03:20,  1.53s/it, loss=0.007, mat=0.007, sens=1.810, deg=0.000]
Ep 014/100 [S2:+mat]:  51%|█▌ | 134/264 [03:26<03:18,  1.53s/it, loss=0.007, mat=0.007, sens=1.810, deg=0.000]
Ep 014/100 [S2:+mat]:  51%|█▌ | 134/264 [03:28<03:18,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  51%|█▌ | 135/264 [03:28<03:17,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  51%|█▌ | 135/264 [03:29<03:17,  1.53s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  52%|█▌ | 136/264 [03:29<03:15,  1.53s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  52%|█▌ | 136/264 [03:31<03:15,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  52%|█▌ | 137/264 [03:31<03:13,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  52%|█▌ | 137/264 [03:32<03:13,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  52%|█▌ | 138/264 [03:32<03:12,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  52%|█▌ | 138/264 [03:34<03:12,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  53%|█▌ | 139/264 [03:34<03:10,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  53%|█▌ | 139/264 [03:35<03:10,  1.53s/it, loss=0.012, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  53%|█▌ | 140/264 [03:35<03:09,  1.53s/it, loss=0.012, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  53%|█▌ | 140/264 [03:37<03:09,  1.53s/it, loss=0.004, mat=0.006, sens=3.341, deg=0.000]
Ep 014/100 [S2:+mat]:  53%|█▌ | 141/264 [03:37<03:07,  1.53s/it, loss=0.004, mat=0.006, sens=3.341, deg=0.000]
Ep 014/100 [S2:+mat]:  53%|█▌ | 141/264 [03:38<03:07,  1.53s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  54%|█▌ | 142/264 [03:38<03:05,  1.52s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  54%|█▌ | 142/264 [03:40<03:05,  1.52s/it, loss=0.004, mat=0.006, sens=3.018, deg=0.000]
Ep 014/100 [S2:+mat]:  54%|█▋ | 143/264 [03:40<03:04,  1.52s/it, loss=0.004, mat=0.006, sens=3.018, deg=0.000]
Ep 014/100 [S2:+mat]:  54%|█▋ | 143/264 [03:41<03:04,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  55%|█▋ | 144/264 [03:41<03:02,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  55%|█▋ | 144/264 [03:43<03:02,  1.52s/it, loss=0.004, mat=0.006, sens=0.918, deg=0.000]
Ep 014/100 [S2:+mat]:  55%|█▋ | 145/264 [03:43<03:02,  1.54s/it, loss=0.004, mat=0.006, sens=0.918, deg=0.000]
Ep 014/100 [S2:+mat]:  55%|█▋ | 145/264 [03:44<03:02,  1.54s/it, loss=0.005, mat=0.006, sens=1.866, deg=0.000]
Ep 014/100 [S2:+mat]:  55%|█▋ | 146/264 [03:44<03:04,  1.56s/it, loss=0.005, mat=0.006, sens=1.866, deg=0.000]
Ep 014/100 [S2:+mat]:  55%|█▋ | 146/264 [03:46<03:04,  1.56s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  56%|█▋ | 147/264 [03:46<03:01,  1.55s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  56%|█▋ | 147/264 [03:47<03:01,  1.55s/it, loss=0.005, mat=0.007, sens=1.317, deg=0.000]
Ep 014/100 [S2:+mat]:  56%|█▋ | 148/264 [03:47<02:58,  1.54s/it, loss=0.005, mat=0.007, sens=1.317, deg=0.000]
Ep 014/100 [S2:+mat]:  56%|█▋ | 148/264 [03:49<02:58,  1.54s/it, loss=0.005, mat=0.006, sens=1.279, deg=0.000]
Ep 014/100 [S2:+mat]:  56%|█▋ | 149/264 [03:49<02:56,  1.54s/it, loss=0.005, mat=0.006, sens=1.279, deg=0.000]
Ep 014/100 [S2:+mat]:  56%|█▋ | 149/264 [03:51<02:56,  1.54s/it, loss=0.006, mat=0.005, sens=1.180, deg=0.000]
Ep 014/100 [S2:+mat]:  57%|█▋ | 150/264 [03:51<02:54,  1.53s/it, loss=0.006, mat=0.005, sens=1.180, deg=0.000]
Ep 014/100 [S2:+mat]:  57%|█▋ | 150/264 [03:52<02:54,  1.53s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  57%|█▋ | 151/264 [03:52<02:52,  1.53s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  57%|█▋ | 151/264 [03:54<02:52,  1.53s/it, loss=0.005, mat=0.006, sens=1.693, deg=0.000]
Ep 014/100 [S2:+mat]:  58%|█▋ | 152/264 [03:54<02:51,  1.53s/it, loss=0.005, mat=0.006, sens=1.693, deg=0.000]
Ep 014/100 [S2:+mat]:  58%|█▋ | 152/264 [03:55<02:51,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  58%|█▋ | 153/264 [03:55<02:49,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  58%|█▋ | 153/264 [03:57<02:49,  1.53s/it, loss=0.005, mat=0.007, sens=1.407, deg=0.000]
Ep 014/100 [S2:+mat]:  58%|█▊ | 154/264 [03:57<02:48,  1.53s/it, loss=0.005, mat=0.007, sens=1.407, deg=0.000]
Ep 014/100 [S2:+mat]:  58%|█▊ | 154/264 [03:58<02:48,  1.53s/it, loss=0.005, mat=0.006, sens=0.948, deg=0.000]
Ep 014/100 [S2:+mat]:  59%|█▊ | 155/264 [03:58<02:46,  1.53s/it, loss=0.005, mat=0.006, sens=0.948, deg=0.000]
Ep 014/100 [S2:+mat]:  59%|█▊ | 155/264 [04:00<02:46,  1.53s/it, loss=0.005, mat=0.006, sens=1.082, deg=0.000]
Ep 014/100 [S2:+mat]:  59%|█▊ | 156/264 [04:00<02:44,  1.53s/it, loss=0.005, mat=0.006, sens=1.082, deg=0.000]
Ep 014/100 [S2:+mat]:  59%|█▊ | 156/264 [04:01<02:44,  1.53s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  59%|█▊ | 157/264 [04:01<02:43,  1.53s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  59%|█▊ | 157/264 [04:03<02:43,  1.53s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  60%|█▊ | 158/264 [04:03<02:41,  1.53s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  60%|█▊ | 158/264 [04:04<02:41,  1.53s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  60%|█▊ | 159/264 [04:04<02:40,  1.53s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  60%|█▊ | 159/264 [04:06<02:40,  1.53s/it, loss=0.009, mat=0.007, sens=3.777, deg=0.000]
Ep 014/100 [S2:+mat]:  61%|█▊ | 160/264 [04:06<02:38,  1.52s/it, loss=0.009, mat=0.007, sens=3.777, deg=0.000]
Ep 014/100 [S2:+mat]:  61%|█▊ | 160/264 [04:07<02:38,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  61%|█▊ | 161/264 [04:07<02:39,  1.55s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  61%|█▊ | 161/264 [04:09<02:39,  1.55s/it, loss=0.005, mat=0.006, sens=0.837, deg=0.000]
Ep 014/100 [S2:+mat]:  61%|█▊ | 162/264 [04:09<02:37,  1.54s/it, loss=0.005, mat=0.006, sens=0.837, deg=0.000]
Ep 014/100 [S2:+mat]:  61%|█▊ | 162/264 [04:10<02:37,  1.54s/it, loss=0.006, mat=0.006, sens=3.095, deg=0.000]
Ep 014/100 [S2:+mat]:  62%|█▊ | 163/264 [04:10<02:35,  1.54s/it, loss=0.006, mat=0.006, sens=3.095, deg=0.000]
Ep 014/100 [S2:+mat]:  62%|█▊ | 163/264 [04:12<02:35,  1.54s/it, loss=0.005, mat=0.007, sens=1.176, deg=0.000]
Ep 014/100 [S2:+mat]:  62%|█▊ | 164/264 [04:12<02:33,  1.53s/it, loss=0.005, mat=0.007, sens=1.176, deg=0.000]
Ep 014/100 [S2:+mat]:  62%|█▊ | 164/264 [04:13<02:33,  1.53s/it, loss=0.006, mat=0.007, sens=0.829, deg=0.000]
Ep 014/100 [S2:+mat]:  62%|█▉ | 165/264 [04:13<02:31,  1.53s/it, loss=0.006, mat=0.007, sens=0.829, deg=0.000]
Ep 014/100 [S2:+mat]:  62%|█▉ | 165/264 [04:15<02:31,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  63%|█▉ | 166/264 [04:15<02:29,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  63%|█▉ | 166/264 [04:17<02:29,  1.53s/it, loss=0.005, mat=0.007, sens=0.975, deg=0.000]
Ep 014/100 [S2:+mat]:  63%|█▉ | 167/264 [04:17<02:28,  1.53s/it, loss=0.005, mat=0.007, sens=0.975, deg=0.000]
Ep 014/100 [S2:+mat]:  63%|█▉ | 167/264 [04:18<02:28,  1.53s/it, loss=0.004, mat=0.005, sens=1.222, deg=0.000]
Ep 014/100 [S2:+mat]:  64%|█▉ | 168/264 [04:18<02:26,  1.53s/it, loss=0.004, mat=0.005, sens=1.222, deg=0.000]
Ep 014/100 [S2:+mat]:  64%|█▉ | 168/264 [04:20<02:26,  1.53s/it, loss=0.011, mat=0.005, sens=2.421, deg=0.000]
Ep 014/100 [S2:+mat]:  64%|█▉ | 169/264 [04:20<02:25,  1.53s/it, loss=0.011, mat=0.005, sens=2.421, deg=0.000]
Ep 014/100 [S2:+mat]:  64%|█▉ | 169/264 [04:21<02:25,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  64%|█▉ | 170/264 [04:21<02:24,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  64%|█▉ | 170/264 [04:23<02:24,  1.53s/it, loss=0.004, mat=0.007, sens=3.356, deg=0.000]
Ep 014/100 [S2:+mat]:  65%|█▉ | 171/264 [04:23<02:22,  1.53s/it, loss=0.004, mat=0.007, sens=3.356, deg=0.000]
Ep 014/100 [S2:+mat]:  65%|█▉ | 171/264 [04:24<02:22,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  65%|█▉ | 172/264 [04:24<02:20,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  65%|█▉ | 172/264 [04:26<02:20,  1.53s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  66%|█▉ | 173/264 [04:26<02:21,  1.55s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  66%|█▉ | 173/264 [04:27<02:21,  1.55s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  66%|█▉ | 174/264 [04:27<02:18,  1.54s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  66%|█▉ | 174/264 [04:29<02:18,  1.54s/it, loss=0.006, mat=0.006, sens=3.240, deg=0.000]
Ep 014/100 [S2:+mat]:  66%|█▉ | 175/264 [04:29<02:16,  1.54s/it, loss=0.006, mat=0.006, sens=3.240, deg=0.000]
Ep 014/100 [S2:+mat]:  66%|█▉ | 175/264 [04:30<02:16,  1.54s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  67%|██ | 176/264 [04:30<02:15,  1.54s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  67%|██ | 176/264 [04:32<02:15,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  67%|██ | 177/264 [04:32<02:13,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  67%|██ | 177/264 [04:33<02:13,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  67%|██ | 178/264 [04:33<02:11,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  67%|██ | 178/264 [04:35<02:11,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.003]
Ep 014/100 [S2:+mat]:  68%|██ | 179/264 [04:35<02:09,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.003]
Ep 014/100 [S2:+mat]:  68%|██ | 179/264 [04:36<02:09,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  68%|██ | 180/264 [04:36<02:08,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  68%|██ | 180/264 [04:38<02:08,  1.53s/it, loss=0.006, mat=0.006, sens=2.827, deg=0.000]
Ep 014/100 [S2:+mat]:  69%|██ | 181/264 [04:38<02:06,  1.52s/it, loss=0.006, mat=0.006, sens=2.827, deg=0.000]
Ep 014/100 [S2:+mat]:  69%|██ | 181/264 [04:39<02:06,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  69%|██ | 182/264 [04:39<02:04,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  69%|██ | 182/264 [04:41<02:04,  1.52s/it, loss=0.004, mat=0.006, sens=2.034, deg=0.000]
Ep 014/100 [S2:+mat]:  69%|██ | 183/264 [04:41<02:03,  1.52s/it, loss=0.004, mat=0.006, sens=2.034, deg=0.000]
Ep 014/100 [S2:+mat]:  69%|██ | 183/264 [04:43<02:03,  1.52s/it, loss=0.006, mat=0.007, sens=0.859, deg=0.000]
Ep 014/100 [S2:+mat]:  70%|██ | 184/264 [04:43<02:01,  1.52s/it, loss=0.006, mat=0.007, sens=0.859, deg=0.000]
Ep 014/100 [S2:+mat]:  70%|██ | 184/264 [04:44<02:01,  1.52s/it, loss=0.004, mat=0.007, sens=0.798, deg=0.000]
Ep 014/100 [S2:+mat]:  70%|██ | 185/264 [04:44<02:00,  1.52s/it, loss=0.004, mat=0.007, sens=0.798, deg=0.000]
Ep 014/100 [S2:+mat]:  70%|██ | 185/264 [04:46<02:00,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.001]
Ep 014/100 [S2:+mat]:  70%|██ | 186/264 [04:46<01:58,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.001]
Ep 014/100 [S2:+mat]:  70%|██ | 186/264 [04:47<01:58,  1.53s/it, loss=0.005, mat=0.006, sens=0.934, deg=0.000]
Ep 014/100 [S2:+mat]:  71%|██▏| 187/264 [04:47<01:57,  1.53s/it, loss=0.005, mat=0.006, sens=0.934, deg=0.000]
Ep 014/100 [S2:+mat]:  71%|██▏| 187/264 [04:49<01:57,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  71%|██▏| 188/264 [04:49<01:56,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  71%|██▏| 188/264 [04:50<01:56,  1.53s/it, loss=0.005, mat=0.005, sens=0.841, deg=0.000]
Ep 014/100 [S2:+mat]:  72%|██▏| 189/264 [04:50<01:54,  1.53s/it, loss=0.005, mat=0.005, sens=0.841, deg=0.000]
Ep 014/100 [S2:+mat]:  72%|██▏| 189/264 [04:52<01:54,  1.53s/it, loss=0.004, mat=0.006, sens=3.408, deg=0.000]
Ep 014/100 [S2:+mat]:  72%|██▏| 190/264 [04:52<01:52,  1.53s/it, loss=0.004, mat=0.006, sens=3.408, deg=0.000]
Ep 014/100 [S2:+mat]:  72%|██▏| 190/264 [04:53<01:52,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  72%|██▏| 191/264 [04:53<01:51,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  72%|██▏| 191/264 [04:55<01:51,  1.53s/it, loss=0.005, mat=0.006, sens=2.929, deg=0.000]
Ep 014/100 [S2:+mat]:  73%|██▏| 192/264 [04:55<01:51,  1.55s/it, loss=0.005, mat=0.006, sens=2.929, deg=0.000]
Ep 014/100 [S2:+mat]:  73%|██▏| 192/264 [04:56<01:51,  1.55s/it, loss=0.006, mat=0.007, sens=1.028, deg=0.000]
Ep 014/100 [S2:+mat]:  73%|██▏| 193/264 [04:56<01:50,  1.55s/it, loss=0.006, mat=0.007, sens=1.028, deg=0.000]
Ep 014/100 [S2:+mat]:  73%|██▏| 193/264 [04:58<01:50,  1.55s/it, loss=0.005, mat=0.007, sens=3.841, deg=0.000]
Ep 014/100 [S2:+mat]:  73%|██▏| 194/264 [04:58<01:48,  1.55s/it, loss=0.005, mat=0.007, sens=3.841, deg=0.000]
Ep 014/100 [S2:+mat]:  73%|██▏| 194/264 [04:59<01:48,  1.55s/it, loss=0.007, mat=0.006, sens=2.522, deg=0.000]
Ep 014/100 [S2:+mat]:  74%|██▏| 195/264 [04:59<01:46,  1.54s/it, loss=0.007, mat=0.006, sens=2.522, deg=0.000]
Ep 014/100 [S2:+mat]:  74%|██▏| 195/264 [05:01<01:46,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  74%|██▏| 196/264 [05:01<01:44,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  74%|██▏| 196/264 [05:02<01:44,  1.54s/it, loss=0.005, mat=0.005, sens=3.239, deg=0.000]
Ep 014/100 [S2:+mat]:  75%|██▏| 197/264 [05:02<01:42,  1.53s/it, loss=0.005, mat=0.005, sens=3.239, deg=0.000]
Ep 014/100 [S2:+mat]:  75%|██▏| 197/264 [05:04<01:42,  1.53s/it, loss=0.004, mat=0.006, sens=4.177, deg=0.000]
Ep 014/100 [S2:+mat]:  75%|██▎| 198/264 [05:04<01:41,  1.53s/it, loss=0.004, mat=0.006, sens=4.177, deg=0.000]
Ep 014/100 [S2:+mat]:  75%|██▎| 198/264 [05:06<01:41,  1.53s/it, loss=0.005, mat=0.006, sens=0.804, deg=0.000]
Ep 014/100 [S2:+mat]:  75%|██▎| 199/264 [05:06<01:39,  1.53s/it, loss=0.005, mat=0.006, sens=0.804, deg=0.000]
Ep 014/100 [S2:+mat]:  75%|██▎| 199/264 [05:07<01:39,  1.53s/it, loss=0.010, mat=0.006, sens=1.304, deg=0.000]
Ep 014/100 [S2:+mat]:  76%|██▎| 200/264 [05:07<01:38,  1.53s/it, loss=0.010, mat=0.006, sens=1.304, deg=0.000]
Ep 014/100 [S2:+mat]:  76%|██▎| 200/264 [05:09<01:38,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  76%|██▎| 201/264 [05:09<01:36,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  76%|██▎| 201/264 [05:10<01:36,  1.53s/it, loss=0.005, mat=0.005, sens=0.957, deg=0.000]
Ep 014/100 [S2:+mat]:  77%|██▎| 202/264 [05:10<01:34,  1.53s/it, loss=0.005, mat=0.005, sens=0.957, deg=0.000]
Ep 014/100 [S2:+mat]:  77%|██▎| 202/264 [05:12<01:34,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  77%|██▎| 203/264 [05:12<01:33,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  77%|██▎| 203/264 [05:13<01:33,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  77%|██▎| 204/264 [05:13<01:31,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  77%|██▎| 204/264 [05:15<01:31,  1.53s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  78%|██▎| 205/264 [05:15<01:30,  1.53s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  78%|██▎| 205/264 [05:16<01:30,  1.53s/it, loss=0.004, mat=0.006, sens=0.990, deg=0.000]
Ep 014/100 [S2:+mat]:  78%|██▎| 206/264 [05:16<01:30,  1.55s/it, loss=0.004, mat=0.006, sens=0.990, deg=0.000]
Ep 014/100 [S2:+mat]:  78%|██▎| 206/264 [05:18<01:30,  1.55s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  78%|██▎| 207/264 [05:18<01:28,  1.54s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  78%|██▎| 207/264 [05:19<01:28,  1.54s/it, loss=0.007, mat=0.006, sens=3.111, deg=0.000]
Ep 014/100 [S2:+mat]:  79%|██▎| 208/264 [05:19<01:26,  1.54s/it, loss=0.007, mat=0.006, sens=3.111, deg=0.000]
Ep 014/100 [S2:+mat]:  79%|██▎| 208/264 [05:21<01:26,  1.54s/it, loss=0.006, mat=0.006, sens=0.808, deg=0.000]
Ep 014/100 [S2:+mat]:  79%|██▍| 209/264 [05:21<01:24,  1.53s/it, loss=0.006, mat=0.006, sens=0.808, deg=0.000]
Ep 014/100 [S2:+mat]:  79%|██▍| 209/264 [05:22<01:24,  1.53s/it, loss=0.005, mat=0.007, sens=1.997, deg=0.000]
Ep 014/100 [S2:+mat]:  80%|██▍| 210/264 [05:22<01:22,  1.53s/it, loss=0.005, mat=0.007, sens=1.997, deg=0.000]
Ep 014/100 [S2:+mat]:  80%|██▍| 210/264 [05:24<01:22,  1.53s/it, loss=0.004, mat=0.005, sens=2.186, deg=0.000]
Ep 014/100 [S2:+mat]:  80%|██▍| 211/264 [05:24<01:21,  1.53s/it, loss=0.004, mat=0.005, sens=2.186, deg=0.000]
Ep 014/100 [S2:+mat]:  80%|██▍| 211/264 [05:25<01:21,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  80%|██▍| 212/264 [05:25<01:19,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  80%|██▍| 212/264 [05:27<01:19,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  81%|██▍| 213/264 [05:27<01:17,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  81%|██▍| 213/264 [05:29<01:17,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  81%|██▍| 214/264 [05:29<01:16,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  81%|██▍| 214/264 [05:30<01:16,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  81%|██▍| 215/264 [05:30<01:14,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  81%|██▍| 215/264 [05:32<01:14,  1.53s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  82%|██▍| 216/264 [05:32<01:13,  1.53s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  82%|██▍| 216/264 [05:33<01:13,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  82%|██▍| 217/264 [05:33<01:12,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  82%|██▍| 217/264 [05:35<01:12,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  83%|██▍| 218/264 [05:35<01:11,  1.56s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  83%|██▍| 218/264 [05:36<01:11,  1.56s/it, loss=0.004, mat=0.006, sens=2.374, deg=0.000]
Ep 014/100 [S2:+mat]:  83%|██▍| 219/264 [05:36<01:09,  1.55s/it, loss=0.004, mat=0.006, sens=2.374, deg=0.000]
Ep 014/100 [S2:+mat]:  83%|██▍| 219/264 [05:38<01:09,  1.55s/it, loss=0.004, mat=0.006, sens=1.305, deg=0.000]
Ep 014/100 [S2:+mat]:  83%|██▌| 220/264 [05:38<01:07,  1.54s/it, loss=0.004, mat=0.006, sens=1.305, deg=0.000]
Ep 014/100 [S2:+mat]:  83%|██▌| 220/264 [05:39<01:07,  1.54s/it, loss=0.005, mat=0.006, sens=3.148, deg=0.000]
Ep 014/100 [S2:+mat]:  84%|██▌| 221/264 [05:39<01:06,  1.54s/it, loss=0.005, mat=0.006, sens=3.148, deg=0.000]
Ep 014/100 [S2:+mat]:  84%|██▌| 221/264 [05:41<01:06,  1.54s/it, loss=0.003, mat=0.006, sens=2.008, deg=0.000]
Ep 014/100 [S2:+mat]:  84%|██▌| 222/264 [05:41<01:04,  1.53s/it, loss=0.003, mat=0.006, sens=2.008, deg=0.000]
Ep 014/100 [S2:+mat]:  84%|██▌| 222/264 [05:42<01:04,  1.53s/it, loss=0.004, mat=0.006, sens=1.939, deg=0.000]
Ep 014/100 [S2:+mat]:  84%|██▌| 223/264 [05:42<01:02,  1.53s/it, loss=0.004, mat=0.006, sens=1.939, deg=0.000]
Ep 014/100 [S2:+mat]:  84%|██▌| 223/264 [05:44<01:02,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  85%|██▌| 224/264 [05:44<01:01,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  85%|██▌| 224/264 [05:45<01:01,  1.53s/it, loss=0.007, mat=0.005, sens=2.967, deg=0.000]
Ep 014/100 [S2:+mat]:  85%|██▌| 225/264 [05:45<00:59,  1.53s/it, loss=0.007, mat=0.005, sens=2.967, deg=0.000]
Ep 014/100 [S2:+mat]:  85%|██▌| 225/264 [05:47<00:59,  1.53s/it, loss=0.004, mat=0.006, sens=1.006, deg=0.000]
Ep 014/100 [S2:+mat]:  86%|██▌| 226/264 [05:47<00:58,  1.53s/it, loss=0.004, mat=0.006, sens=1.006, deg=0.000]
Ep 014/100 [S2:+mat]:  86%|██▌| 226/264 [05:48<00:58,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  86%|██▌| 227/264 [05:48<00:56,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  86%|██▌| 227/264 [05:50<00:56,  1.53s/it, loss=0.006, mat=0.005, sens=3.017, deg=0.000]
Ep 014/100 [S2:+mat]:  86%|██▌| 228/264 [05:50<00:55,  1.53s/it, loss=0.006, mat=0.005, sens=3.017, deg=0.000]
Ep 014/100 [S2:+mat]:  86%|██▌| 228/264 [05:52<00:55,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  87%|██▌| 229/264 [05:52<00:53,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  87%|██▌| 229/264 [05:53<00:53,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  87%|██▌| 230/264 [05:53<00:51,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  87%|██▌| 230/264 [05:55<00:51,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  88%|██▋| 231/264 [05:55<00:50,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  88%|██▋| 231/264 [05:56<00:50,  1.53s/it, loss=0.006, mat=0.006, sens=3.116, deg=0.000]
Ep 014/100 [S2:+mat]:  88%|██▋| 232/264 [05:56<00:48,  1.53s/it, loss=0.006, mat=0.006, sens=3.116, deg=0.000]
Ep 014/100 [S2:+mat]:  88%|██▋| 232/264 [05:58<00:48,  1.53s/it, loss=0.005, mat=0.006, sens=0.811, deg=0.000]
Ep 014/100 [S2:+mat]:  88%|██▋| 233/264 [05:58<00:47,  1.53s/it, loss=0.005, mat=0.006, sens=0.811, deg=0.000]
Ep 014/100 [S2:+mat]:  88%|██▋| 233/264 [05:59<00:47,  1.53s/it, loss=0.005, mat=0.006, sens=0.801, deg=0.000]
Ep 014/100 [S2:+mat]:  89%|██▋| 234/264 [05:59<00:45,  1.53s/it, loss=0.005, mat=0.006, sens=0.801, deg=0.000]
Ep 014/100 [S2:+mat]:  89%|██▋| 234/264 [06:01<00:45,  1.53s/it, loss=0.010, mat=0.005, sens=2.234, deg=0.000]
Ep 014/100 [S2:+mat]:  89%|██▋| 235/264 [06:01<00:44,  1.53s/it, loss=0.010, mat=0.005, sens=2.234, deg=0.000]
Ep 014/100 [S2:+mat]:  89%|██▋| 235/264 [06:02<00:44,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  89%|██▋| 236/264 [06:02<00:43,  1.55s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  89%|██▋| 236/264 [06:04<00:43,  1.55s/it, loss=0.009, mat=0.006, sens=1.641, deg=0.000]
Ep 014/100 [S2:+mat]:  90%|██▋| 237/264 [06:04<00:41,  1.54s/it, loss=0.009, mat=0.006, sens=1.641, deg=0.000]
Ep 014/100 [S2:+mat]:  90%|██▋| 237/264 [06:05<00:41,  1.54s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  90%|██▋| 238/264 [06:05<00:39,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  90%|██▋| 238/264 [06:07<00:39,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  91%|██▋| 239/264 [06:07<00:38,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  91%|██▋| 239/264 [06:08<00:38,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  91%|██▋| 240/264 [06:08<00:36,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  91%|██▋| 240/264 [06:10<00:36,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  91%|██▋| 241/264 [06:10<00:35,  1.54s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  91%|██▋| 241/264 [06:11<00:35,  1.54s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  92%|██▊| 242/264 [06:11<00:33,  1.54s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  92%|██▊| 242/264 [06:13<00:33,  1.54s/it, loss=0.013, mat=0.006, sens=2.648, deg=0.000]
Ep 014/100 [S2:+mat]:  92%|██▊| 243/264 [06:13<00:32,  1.53s/it, loss=0.013, mat=0.006, sens=2.648, deg=0.000]
Ep 014/100 [S2:+mat]:  92%|██▊| 243/264 [06:15<00:32,  1.53s/it, loss=0.006, mat=0.006, sens=0.877, deg=0.000]
Ep 014/100 [S2:+mat]:  92%|██▊| 244/264 [06:15<00:30,  1.53s/it, loss=0.006, mat=0.006, sens=0.877, deg=0.000]
Ep 014/100 [S2:+mat]:  92%|██▊| 244/264 [06:16<00:30,  1.53s/it, loss=0.003, mat=0.005, sens=0.813, deg=0.000]
Ep 014/100 [S2:+mat]:  93%|██▊| 245/264 [06:16<00:29,  1.53s/it, loss=0.003, mat=0.005, sens=0.813, deg=0.000]
Ep 014/100 [S2:+mat]:  93%|██▊| 245/264 [06:18<00:29,  1.53s/it, loss=0.006, mat=0.005, sens=0.800, deg=0.000]
Ep 014/100 [S2:+mat]:  93%|██▊| 246/264 [06:18<00:27,  1.53s/it, loss=0.006, mat=0.005, sens=0.800, deg=0.000]
Ep 014/100 [S2:+mat]:  93%|██▊| 246/264 [06:19<00:27,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  94%|██▊| 247/264 [06:19<00:25,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  94%|██▊| 247/264 [06:21<00:25,  1.53s/it, loss=0.006, mat=0.006, sens=0.860, deg=0.000]
Ep 014/100 [S2:+mat]:  94%|██▊| 248/264 [06:21<00:24,  1.53s/it, loss=0.006, mat=0.006, sens=0.860, deg=0.000]
Ep 014/100 [S2:+mat]:  94%|██▊| 248/264 [06:22<00:24,  1.53s/it, loss=0.004, mat=0.007, sens=1.325, deg=0.000]
Ep 014/100 [S2:+mat]:  94%|██▊| 249/264 [06:22<00:22,  1.52s/it, loss=0.004, mat=0.007, sens=1.325, deg=0.000]
Ep 014/100 [S2:+mat]:  94%|██▊| 249/264 [06:24<00:22,  1.52s/it, loss=0.003, mat=0.005, sens=3.739, deg=0.000]
Ep 014/100 [S2:+mat]:  95%|██▊| 250/264 [06:24<00:21,  1.53s/it, loss=0.003, mat=0.005, sens=3.739, deg=0.000]
Ep 014/100 [S2:+mat]:  95%|██▊| 250/264 [06:25<00:21,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  95%|██▊| 251/264 [06:25<00:20,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  95%|██▊| 251/264 [06:27<00:20,  1.55s/it, loss=0.005, mat=0.006, sens=0.808, deg=0.000]
Ep 014/100 [S2:+mat]:  95%|██▊| 252/264 [06:27<00:18,  1.54s/it, loss=0.005, mat=0.006, sens=0.808, deg=0.000]
Ep 014/100 [S2:+mat]:  95%|██▊| 252/264 [06:28<00:18,  1.54s/it, loss=0.006, mat=0.006, sens=1.479, deg=0.000]
Ep 014/100 [S2:+mat]:  96%|██▉| 253/264 [06:28<00:16,  1.53s/it, loss=0.006, mat=0.006, sens=1.479, deg=0.000]
Ep 014/100 [S2:+mat]:  96%|██▉| 253/264 [06:30<00:16,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  96%|██▉| 254/264 [06:30<00:15,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  96%|██▉| 254/264 [06:31<00:15,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  97%|██▉| 255/264 [06:31<00:13,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  97%|██▉| 255/264 [06:33<00:13,  1.53s/it, loss=0.004, mat=0.005, sens=1.560, deg=0.000]
Ep 014/100 [S2:+mat]:  97%|██▉| 256/264 [06:33<00:12,  1.53s/it, loss=0.004, mat=0.005, sens=1.560, deg=0.000]
Ep 014/100 [S2:+mat]:  97%|██▉| 256/264 [06:34<00:12,  1.53s/it, loss=0.005, mat=0.006, sens=0.876, deg=0.000]
Ep 014/100 [S2:+mat]:  97%|██▉| 257/264 [06:34<00:10,  1.53s/it, loss=0.005, mat=0.006, sens=0.876, deg=0.000]
Ep 014/100 [S2:+mat]:  97%|██▉| 257/264 [06:36<00:10,  1.53s/it, loss=0.004, mat=0.005, sens=0.969, deg=0.000]
Ep 014/100 [S2:+mat]:  98%|██▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.004, mat=0.005, sens=0.969, deg=0.000]
Ep 014/100 [S2:+mat]:  98%|██▉| 258/264 [06:37<00:09,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  98%|██▉| 259/264 [06:37<00:07,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  98%|██▉| 259/264 [06:39<00:07,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  98%|██▉| 260/264 [06:39<00:06,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]:  98%|██▉| 260/264 [06:41<00:06,  1.53s/it, loss=0.004, mat=0.005, sens=2.761, deg=0.000]
Ep 014/100 [S2:+mat]:  99%|██▉| 261/264 [06:41<00:04,  1.52s/it, loss=0.004, mat=0.005, sens=2.761, deg=0.000]
Ep 014/100 [S2:+mat]:  99%|██▉| 261/264 [06:42<00:04,  1.52s/it, loss=0.003, mat=0.005, sens=3.478, deg=0.000]
Ep 014/100 [S2:+mat]:  99%|██▉| 262/264 [06:42<00:03,  1.52s/it, loss=0.003, mat=0.005, sens=3.478, deg=0.000]
Ep 014/100 [S2:+mat]:  99%|██▉| 262/264 [06:44<00:03,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]: 100%|██▉| 263/264 [06:44<00:01,  1.55s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]: 100%|██▉| 263/264 [06:45<00:01,  1.55s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 014/100 [S2:+mat]: 100%|███| 264/264 [06:45<00:00,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
                                                                                                              
Epoch 014/100 [S2:+mat]  loss=0.0061  mat=0.0070  sens=1.0709  deg=0.0001  orth=0.0025  α=0.5 β=0.0 γ=0.5  406s

Ep 015/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 015/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:45,  2.23s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:45,  2.23s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:53,  1.81s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:53,  1.81s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:16,  1.67s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:16,  1.67s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   2%|     | 4/264 [00:06<07:01,  1.62s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   2%|     | 4/264 [00:08<07:01,  1.62s/it, loss=0.005, mat=0.005, sens=0.912, deg=0.000]
Ep 015/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:51,  1.59s/it, loss=0.005, mat=0.005, sens=0.912, deg=0.000]
Ep 015/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:51,  1.59s/it, loss=0.006, mat=0.006, sens=0.783, deg=0.000]
Ep 015/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:43,  1.57s/it, loss=0.006, mat=0.006, sens=0.783, deg=0.000]
Ep 015/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:43,  1.57s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:39,  1.55s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:39,  1.55s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:34,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:34,  1.54s/it, loss=0.008, mat=0.006, sens=2.731, deg=0.000]
Ep 015/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:32,  1.54s/it, loss=0.008, mat=0.006, sens=2.731, deg=0.000]
Ep 015/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:32,  1.54s/it, loss=0.004, mat=0.006, sens=0.922, deg=0.000]
Ep 015/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:28,  1.53s/it, loss=0.004, mat=0.006, sens=0.922, deg=0.000]
Ep 015/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:28,  1.53s/it, loss=0.009, mat=0.005, sens=0.866, deg=0.000]
Ep 015/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:26,  1.53s/it, loss=0.009, mat=0.005, sens=0.866, deg=0.000]
Ep 015/100 [S2:+mat]:   4%|▏   | 11/264 [00:19<06:26,  1.53s/it, loss=0.003, mat=0.006, sens=2.104, deg=0.000]
Ep 015/100 [S2:+mat]:   5%|▏   | 12/264 [00:19<06:33,  1.56s/it, loss=0.003, mat=0.006, sens=2.104, deg=0.000]
Ep 015/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:33,  1.56s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:29,  1.55s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   5%|▏   | 13/264 [00:22<06:29,  1.55s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   5%|▏   | 14/264 [00:22<06:25,  1.54s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:25,  1.54s/it, loss=0.004, mat=0.006, sens=1.096, deg=0.000]
Ep 015/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:21,  1.53s/it, loss=0.004, mat=0.006, sens=1.096, deg=0.000]
Ep 015/100 [S2:+mat]:   6%|▏   | 15/264 [00:25<06:21,  1.53s/it, loss=0.005, mat=0.005, sens=3.996, deg=0.000]
Ep 015/100 [S2:+mat]:   6%|▏   | 16/264 [00:25<06:19,  1.53s/it, loss=0.005, mat=0.005, sens=3.996, deg=0.000]
Ep 015/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:19,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:16,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   6%|▎   | 17/264 [00:28<06:16,  1.53s/it, loss=0.005, mat=0.006, sens=0.881, deg=0.000]
Ep 015/100 [S2:+mat]:   7%|▎   | 18/264 [00:28<06:14,  1.52s/it, loss=0.005, mat=0.006, sens=0.881, deg=0.000]
Ep 015/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:14,  1.52s/it, loss=0.004, mat=0.006, sens=4.269, deg=0.000]
Ep 015/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:13,  1.52s/it, loss=0.004, mat=0.006, sens=4.269, deg=0.000]
Ep 015/100 [S2:+mat]:   7%|▎   | 19/264 [00:31<06:13,  1.52s/it, loss=0.004, mat=0.005, sens=1.780, deg=0.000]
Ep 015/100 [S2:+mat]:   8%|▎   | 20/264 [00:31<06:11,  1.52s/it, loss=0.004, mat=0.005, sens=1.780, deg=0.000]
Ep 015/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:11,  1.52s/it, loss=0.004, mat=0.006, sens=1.539, deg=0.000]
Ep 015/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:10,  1.52s/it, loss=0.004, mat=0.006, sens=1.539, deg=0.000]
Ep 015/100 [S2:+mat]:   8%|▎   | 21/264 [00:34<06:10,  1.52s/it, loss=0.004, mat=0.005, sens=1.705, deg=0.000]
Ep 015/100 [S2:+mat]:   8%|▎   | 22/264 [00:34<06:08,  1.52s/it, loss=0.004, mat=0.005, sens=1.705, deg=0.000]
Ep 015/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:08,  1.52s/it, loss=0.003, mat=0.005, sens=1.425, deg=0.000]
Ep 015/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:06,  1.52s/it, loss=0.003, mat=0.005, sens=1.425, deg=0.000]
Ep 015/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:06,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:05,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:05,  1.52s/it, loss=0.003, mat=0.005, sens=1.441, deg=0.000]
Ep 015/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:03,  1.52s/it, loss=0.003, mat=0.005, sens=1.441, deg=0.000]
Ep 015/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:03,  1.52s/it, loss=0.003, mat=0.005, sens=0.829, deg=0.000]
Ep 015/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:02,  1.52s/it, loss=0.003, mat=0.005, sens=0.829, deg=0.000]
Ep 015/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:02,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<06:00,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<06:00,  1.52s/it, loss=0.004, mat=0.005, sens=1.746, deg=0.000]
Ep 015/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<05:58,  1.52s/it, loss=0.004, mat=0.005, sens=1.746, deg=0.000]
Ep 015/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:58,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:59,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<05:59,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<06:03,  1.55s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  11%|▍   | 30/264 [00:48<06:03,  1.55s/it, loss=0.004, mat=0.005, sens=1.890, deg=0.000]
Ep 015/100 [S2:+mat]:  12%|▍   | 31/264 [00:48<05:59,  1.54s/it, loss=0.004, mat=0.005, sens=1.890, deg=0.000]
Ep 015/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:59,  1.54s/it, loss=0.005, mat=0.006, sens=1.410, deg=0.000]
Ep 015/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:56,  1.54s/it, loss=0.005, mat=0.006, sens=1.410, deg=0.000]
Ep 015/100 [S2:+mat]:  12%|▍   | 32/264 [00:51<05:56,  1.54s/it, loss=0.003, mat=0.005, sens=0.991, deg=0.000]
Ep 015/100 [S2:+mat]:  12%|▌   | 33/264 [00:51<05:53,  1.53s/it, loss=0.003, mat=0.005, sens=0.991, deg=0.000]
Ep 015/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:53,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:51,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  13%|▌   | 34/264 [00:54<05:51,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  13%|▌   | 35/264 [00:54<05:49,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:49,  1.53s/it, loss=0.003, mat=0.004, sens=0.869, deg=0.000]
Ep 015/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:48,  1.53s/it, loss=0.003, mat=0.004, sens=0.869, deg=0.000]
Ep 015/100 [S2:+mat]:  14%|▌   | 36/264 [00:57<05:48,  1.53s/it, loss=0.004, mat=0.005, sens=4.128, deg=0.000]
Ep 015/100 [S2:+mat]:  14%|▌   | 37/264 [00:57<05:46,  1.53s/it, loss=0.004, mat=0.005, sens=4.128, deg=0.000]
Ep 015/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:46,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:44,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  14%|▌   | 38/264 [01:00<05:44,  1.53s/it, loss=0.003, mat=0.005, sens=2.692, deg=0.000]
Ep 015/100 [S2:+mat]:  15%|▌   | 39/264 [01:00<05:43,  1.53s/it, loss=0.003, mat=0.005, sens=2.692, deg=0.000]
Ep 015/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:43,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:41,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  15%|▌   | 40/264 [01:03<05:41,  1.53s/it, loss=0.004, mat=0.006, sens=2.133, deg=0.000]
Ep 015/100 [S2:+mat]:  16%|▌   | 41/264 [01:03<05:40,  1.53s/it, loss=0.004, mat=0.006, sens=2.133, deg=0.000]
Ep 015/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:40,  1.53s/it, loss=0.004, mat=0.004, sens=1.668, deg=0.000]
Ep 015/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:39,  1.53s/it, loss=0.004, mat=0.004, sens=1.668, deg=0.000]
Ep 015/100 [S2:+mat]:  16%|▋   | 42/264 [01:06<05:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.804, deg=0.000]
Ep 015/100 [S2:+mat]:  16%|▋   | 43/264 [01:06<05:37,  1.53s/it, loss=0.003, mat=0.004, sens=0.804, deg=0.000]
Ep 015/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:37,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:35,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  17%|▋   | 44/264 [01:09<05:35,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  17%|▋   | 45/264 [01:09<05:39,  1.55s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  17%|▋   | 45/264 [01:11<05:39,  1.55s/it, loss=0.004, mat=0.005, sens=1.522, deg=0.000]
Ep 015/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:35,  1.54s/it, loss=0.004, mat=0.005, sens=1.522, deg=0.000]
Ep 015/100 [S2:+mat]:  17%|▋   | 46/264 [01:12<05:35,  1.54s/it, loss=0.003, mat=0.005, sens=1.586, deg=0.000]
Ep 015/100 [S2:+mat]:  18%|▋   | 47/264 [01:12<05:33,  1.54s/it, loss=0.003, mat=0.005, sens=1.586, deg=0.000]
Ep 015/100 [S2:+mat]:  18%|▋   | 47/264 [01:14<05:33,  1.54s/it, loss=0.004, mat=0.005, sens=1.275, deg=0.000]
Ep 015/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:30,  1.53s/it, loss=0.004, mat=0.005, sens=1.275, deg=0.000]
Ep 015/100 [S2:+mat]:  18%|▋   | 48/264 [01:15<05:30,  1.53s/it, loss=0.003, mat=0.005, sens=0.861, deg=0.000]
Ep 015/100 [S2:+mat]:  19%|▋   | 49/264 [01:15<05:28,  1.53s/it, loss=0.003, mat=0.005, sens=0.861, deg=0.000]
Ep 015/100 [S2:+mat]:  19%|▋   | 49/264 [01:17<05:28,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:26,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  19%|▊   | 50/264 [01:18<05:26,  1.53s/it, loss=0.003, mat=0.005, sens=1.156, deg=0.000]
Ep 015/100 [S2:+mat]:  19%|▊   | 51/264 [01:18<05:25,  1.53s/it, loss=0.003, mat=0.005, sens=1.156, deg=0.000]
Ep 015/100 [S2:+mat]:  19%|▊   | 51/264 [01:20<05:25,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:23,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:23,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:23,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  20%|▊   | 53/264 [01:23<05:23,  1.53s/it, loss=0.004, mat=0.006, sens=0.976, deg=0.000]
Ep 015/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:22,  1.54s/it, loss=0.004, mat=0.006, sens=0.976, deg=0.000]
Ep 015/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:22,  1.54s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:20,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  21%|▊   | 55/264 [01:26<05:20,  1.53s/it, loss=0.006, mat=0.006, sens=0.817, deg=0.000]
Ep 015/100 [S2:+mat]:  21%|▊   | 56/264 [01:26<05:18,  1.53s/it, loss=0.006, mat=0.006, sens=0.817, deg=0.000]
Ep 015/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:18,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:21,  1.55s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  22%|▊   | 57/264 [01:29<05:21,  1.55s/it, loss=0.004, mat=0.006, sens=3.292, deg=0.000]
Ep 015/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:18,  1.54s/it, loss=0.004, mat=0.006, sens=3.292, deg=0.000]
Ep 015/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:18,  1.54s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:15,  1.54s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  22%|▉   | 59/264 [01:32<05:15,  1.54s/it, loss=0.005, mat=0.005, sens=2.429, deg=0.000]
Ep 015/100 [S2:+mat]:  23%|▉   | 60/264 [01:32<05:12,  1.53s/it, loss=0.005, mat=0.005, sens=2.429, deg=0.000]
Ep 015/100 [S2:+mat]:  23%|▉   | 60/264 [01:34<05:12,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:10,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  23%|▉   | 61/264 [01:35<05:10,  1.53s/it, loss=0.003, mat=0.005, sens=1.703, deg=0.000]
Ep 015/100 [S2:+mat]:  23%|▉   | 62/264 [01:35<05:08,  1.53s/it, loss=0.003, mat=0.005, sens=1.703, deg=0.000]
Ep 015/100 [S2:+mat]:  23%|▉   | 62/264 [01:37<05:08,  1.53s/it, loss=0.004, mat=0.005, sens=0.910, deg=0.000]
Ep 015/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:07,  1.53s/it, loss=0.004, mat=0.005, sens=0.910, deg=0.000]
Ep 015/100 [S2:+mat]:  24%|▉   | 63/264 [01:38<05:07,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  24%|▉   | 64/264 [01:38<05:04,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  24%|▉   | 64/264 [01:40<05:04,  1.52s/it, loss=0.003, mat=0.005, sens=0.805, deg=0.000]
Ep 015/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:03,  1.53s/it, loss=0.003, mat=0.005, sens=0.805, deg=0.000]
Ep 015/100 [S2:+mat]:  25%|▉   | 65/264 [01:41<05:03,  1.53s/it, loss=0.003, mat=0.005, sens=0.868, deg=0.000]
Ep 015/100 [S2:+mat]:  25%|█   | 66/264 [01:41<05:02,  1.53s/it, loss=0.003, mat=0.005, sens=0.868, deg=0.000]
Ep 015/100 [S2:+mat]:  25%|█   | 66/264 [01:43<05:02,  1.53s/it, loss=0.003, mat=0.005, sens=0.817, deg=0.000]
Ep 015/100 [S2:+mat]:  25%|█   | 67/264 [01:43<05:01,  1.53s/it, loss=0.003, mat=0.005, sens=0.817, deg=0.000]
Ep 015/100 [S2:+mat]:  25%|█   | 67/264 [01:44<05:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  26%|█   | 68/264 [01:44<04:59,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  26%|█   | 68/264 [01:46<04:59,  1.53s/it, loss=0.003, mat=0.006, sens=0.907, deg=0.000]
Ep 015/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:58,  1.53s/it, loss=0.003, mat=0.006, sens=0.907, deg=0.000]
Ep 015/100 [S2:+mat]:  26%|█   | 69/264 [01:47<04:58,  1.53s/it, loss=0.003, mat=0.004, sens=0.861, deg=0.000]
Ep 015/100 [S2:+mat]:  27%|█   | 70/264 [01:47<04:56,  1.53s/it, loss=0.003, mat=0.004, sens=0.861, deg=0.000]
Ep 015/100 [S2:+mat]:  27%|█   | 70/264 [01:49<04:56,  1.53s/it, loss=0.003, mat=0.005, sens=0.801, deg=0.000]
Ep 015/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:54,  1.53s/it, loss=0.003, mat=0.005, sens=0.801, deg=0.000]
Ep 015/100 [S2:+mat]:  27%|█   | 71/264 [01:50<04:54,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  27%|█   | 72/264 [01:50<04:53,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  27%|█   | 72/264 [01:52<04:53,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:51,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  28%|█   | 73/264 [01:53<04:51,  1.52s/it, loss=0.004, mat=0.006, sens=0.810, deg=0.000]
Ep 015/100 [S2:+mat]:  28%|█   | 74/264 [01:53<04:49,  1.53s/it, loss=0.004, mat=0.006, sens=0.810, deg=0.000]
Ep 015/100 [S2:+mat]:  28%|█   | 74/264 [01:55<04:49,  1.53s/it, loss=0.003, mat=0.005, sens=1.278, deg=0.000]
Ep 015/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:52,  1.55s/it, loss=0.003, mat=0.005, sens=1.278, deg=0.000]
Ep 015/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:52,  1.55s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:49,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  29%|█▏  | 76/264 [01:58<04:49,  1.54s/it, loss=0.004, mat=0.005, sens=1.879, deg=0.000]
Ep 015/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:49,  1.55s/it, loss=0.004, mat=0.005, sens=1.879, deg=0.000]
Ep 015/100 [S2:+mat]:  29%|█▏  | 77/264 [02:00<04:49,  1.55s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:46,  1.54s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  30%|█▏  | 78/264 [02:01<04:46,  1.54s/it, loss=0.004, mat=0.005, sens=2.482, deg=0.000]
Ep 015/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:44,  1.54s/it, loss=0.004, mat=0.005, sens=2.482, deg=0.000]
Ep 015/100 [S2:+mat]:  30%|█▏  | 79/264 [02:03<04:44,  1.54s/it, loss=0.005, mat=0.004, sens=2.133, deg=0.000]
Ep 015/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:41,  1.53s/it, loss=0.005, mat=0.004, sens=2.133, deg=0.000]
Ep 015/100 [S2:+mat]:  30%|█▏  | 80/264 [02:04<04:41,  1.53s/it, loss=0.012, mat=0.004, sens=0.870, deg=0.000]
Ep 015/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:39,  1.53s/it, loss=0.012, mat=0.004, sens=0.870, deg=0.000]
Ep 015/100 [S2:+mat]:  31%|█▏  | 81/264 [02:06<04:39,  1.53s/it, loss=0.004, mat=0.005, sens=3.306, deg=0.000]
Ep 015/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:38,  1.53s/it, loss=0.004, mat=0.005, sens=3.306, deg=0.000]
Ep 015/100 [S2:+mat]:  31%|█▏  | 82/264 [02:07<04:38,  1.53s/it, loss=0.009, mat=0.006, sens=3.273, deg=0.000]
Ep 015/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:36,  1.53s/it, loss=0.009, mat=0.006, sens=3.273, deg=0.000]
Ep 015/100 [S2:+mat]:  31%|█▎  | 83/264 [02:09<04:36,  1.53s/it, loss=0.007, mat=0.005, sens=0.804, deg=0.000]
Ep 015/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:34,  1.53s/it, loss=0.007, mat=0.005, sens=0.804, deg=0.000]
Ep 015/100 [S2:+mat]:  32%|█▎  | 84/264 [02:10<04:34,  1.53s/it, loss=0.004, mat=0.005, sens=0.946, deg=0.000]
Ep 015/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:32,  1.52s/it, loss=0.004, mat=0.005, sens=0.946, deg=0.000]
Ep 015/100 [S2:+mat]:  32%|█▎  | 85/264 [02:12<04:32,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:31,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  33%|█▎  | 86/264 [02:13<04:31,  1.53s/it, loss=0.004, mat=0.005, sens=1.640, deg=0.000]
Ep 015/100 [S2:+mat]:  33%|█▎  | 87/264 [02:13<04:29,  1.52s/it, loss=0.004, mat=0.005, sens=1.640, deg=0.000]
Ep 015/100 [S2:+mat]:  33%|█▎  | 87/264 [02:15<04:29,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:28,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  33%|█▎  | 88/264 [02:16<04:28,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:29,  1.54s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  34%|█▎  | 89/264 [02:18<04:29,  1.54s/it, loss=0.004, mat=0.004, sens=0.894, deg=0.000]
Ep 015/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:26,  1.53s/it, loss=0.004, mat=0.004, sens=0.894, deg=0.000]
Ep 015/100 [S2:+mat]:  34%|█▎  | 90/264 [02:19<04:26,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:24,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  34%|█▍  | 91/264 [02:21<04:24,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:22,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  35%|█▍  | 92/264 [02:22<04:22,  1.53s/it, loss=0.003, mat=0.006, sens=1.267, deg=0.000]
Ep 015/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:20,  1.52s/it, loss=0.003, mat=0.006, sens=1.267, deg=0.000]
Ep 015/100 [S2:+mat]:  35%|█▍  | 93/264 [02:24<04:20,  1.52s/it, loss=0.004, mat=0.005, sens=3.491, deg=0.000]
Ep 015/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:18,  1.52s/it, loss=0.004, mat=0.005, sens=3.491, deg=0.000]
Ep 015/100 [S2:+mat]:  36%|█▍  | 94/264 [02:26<04:18,  1.52s/it, loss=0.004, mat=0.005, sens=1.957, deg=0.000]
Ep 015/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:16,  1.52s/it, loss=0.004, mat=0.005, sens=1.957, deg=0.000]
Ep 015/100 [S2:+mat]:  36%|█▍  | 95/264 [02:27<04:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.854, deg=0.000]
Ep 015/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.854, deg=0.000]
Ep 015/100 [S2:+mat]:  36%|█▍  | 96/264 [02:29<04:15,  1.52s/it, loss=0.005, mat=0.004, sens=1.160, deg=0.000]
Ep 015/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:13,  1.52s/it, loss=0.005, mat=0.004, sens=1.160, deg=0.000]
Ep 015/100 [S2:+mat]:  37%|█▍  | 97/264 [02:30<04:13,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:12,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  37%|█▍  | 98/264 [02:32<04:12,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:10,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  38%|█▌  | 99/264 [02:33<04:10,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:08,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  38%|█▏ | 100/264 [02:35<04:08,  1.52s/it, loss=0.003, mat=0.004, sens=1.012, deg=0.000]
Ep 015/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:14,  1.56s/it, loss=0.003, mat=0.004, sens=1.012, deg=0.000]
Ep 015/100 [S2:+mat]:  38%|█▏ | 101/264 [02:36<04:14,  1.56s/it, loss=0.004, mat=0.005, sens=1.013, deg=0.000]
Ep 015/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:10,  1.55s/it, loss=0.004, mat=0.005, sens=1.013, deg=0.000]
Ep 015/100 [S2:+mat]:  39%|█▏ | 102/264 [02:38<04:10,  1.55s/it, loss=0.005, mat=0.006, sens=0.805, deg=0.000]
Ep 015/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:07,  1.54s/it, loss=0.005, mat=0.006, sens=0.805, deg=0.000]
Ep 015/100 [S2:+mat]:  39%|█▏ | 103/264 [02:39<04:07,  1.54s/it, loss=0.004, mat=0.004, sens=1.069, deg=0.000]
Ep 015/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:05,  1.53s/it, loss=0.004, mat=0.004, sens=1.069, deg=0.000]
Ep 015/100 [S2:+mat]:  39%|█▏ | 104/264 [02:41<04:05,  1.53s/it, loss=0.003, mat=0.004, sens=4.218, deg=0.000]
Ep 015/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:02,  1.53s/it, loss=0.003, mat=0.004, sens=4.218, deg=0.000]
Ep 015/100 [S2:+mat]:  40%|█▏ | 105/264 [02:42<04:02,  1.53s/it, loss=0.003, mat=0.004, sens=2.279, deg=0.000]
Ep 015/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:00,  1.52s/it, loss=0.003, mat=0.004, sens=2.279, deg=0.000]
Ep 015/100 [S2:+mat]:  40%|█▏ | 106/264 [02:44<04:00,  1.52s/it, loss=0.007, mat=0.006, sens=1.204, deg=0.000]
Ep 015/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:58,  1.52s/it, loss=0.007, mat=0.006, sens=1.204, deg=0.000]
Ep 015/100 [S2:+mat]:  41%|█▏ | 107/264 [02:45<03:58,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:56,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  41%|█▏ | 108/264 [02:47<03:56,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:55,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  41%|█▏ | 109/264 [02:48<03:55,  1.52s/it, loss=0.004, mat=0.005, sens=2.014, deg=0.000]
Ep 015/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:53,  1.52s/it, loss=0.004, mat=0.005, sens=2.014, deg=0.000]
Ep 015/100 [S2:+mat]:  42%|█▎ | 110/264 [02:50<03:53,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:52,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  42%|█▎ | 111/264 [02:51<03:52,  1.52s/it, loss=0.004, mat=0.005, sens=1.456, deg=0.000]
Ep 015/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:50,  1.52s/it, loss=0.004, mat=0.005, sens=1.456, deg=0.000]
Ep 015/100 [S2:+mat]:  42%|█▎ | 112/264 [02:53<03:50,  1.52s/it, loss=0.005, mat=0.005, sens=0.805, deg=0.000]
Ep 015/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:49,  1.52s/it, loss=0.005, mat=0.005, sens=0.805, deg=0.000]
Ep 015/100 [S2:+mat]:  43%|█▎ | 113/264 [02:54<03:49,  1.52s/it, loss=0.035, mat=0.006, sens=0.795, deg=0.000]
Ep 015/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:47,  1.52s/it, loss=0.035, mat=0.006, sens=0.795, deg=0.000]
Ep 015/100 [S2:+mat]:  43%|█▎ | 114/264 [02:56<03:47,  1.52s/it, loss=0.005, mat=0.004, sens=0.841, deg=0.000]
Ep 015/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:45,  1.52s/it, loss=0.005, mat=0.004, sens=0.841, deg=0.000]
Ep 015/100 [S2:+mat]:  44%|█▎ | 115/264 [02:58<03:45,  1.52s/it, loss=0.004, mat=0.005, sens=2.694, deg=0.000]
Ep 015/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:44,  1.52s/it, loss=0.004, mat=0.005, sens=2.694, deg=0.000]
Ep 015/100 [S2:+mat]:  44%|█▎ | 116/264 [02:59<03:44,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:42,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  44%|█▎ | 117/264 [03:01<03:42,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:41,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  45%|█▎ | 118/264 [03:02<03:41,  1.52s/it, loss=0.004, mat=0.005, sens=1.022, deg=0.000]
Ep 015/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:43,  1.54s/it, loss=0.004, mat=0.005, sens=1.022, deg=0.000]
Ep 015/100 [S2:+mat]:  45%|█▎ | 119/264 [03:04<03:43,  1.54s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:40,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  45%|█▎ | 120/264 [03:05<03:40,  1.53s/it, loss=0.004, mat=0.004, sens=2.316, deg=0.000]
Ep 015/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:38,  1.53s/it, loss=0.004, mat=0.004, sens=2.316, deg=0.000]
Ep 015/100 [S2:+mat]:  46%|█▍ | 121/264 [03:07<03:38,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:36,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  46%|█▍ | 122/264 [03:08<03:36,  1.52s/it, loss=0.005, mat=0.005, sens=2.724, deg=0.000]
Ep 015/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:34,  1.52s/it, loss=0.005, mat=0.005, sens=2.724, deg=0.000]
Ep 015/100 [S2:+mat]:  47%|█▍ | 123/264 [03:10<03:34,  1.52s/it, loss=0.007, mat=0.005, sens=1.080, deg=0.000]
Ep 015/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:32,  1.52s/it, loss=0.007, mat=0.005, sens=1.080, deg=0.000]
Ep 015/100 [S2:+mat]:  47%|█▍ | 124/264 [03:11<03:32,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:32,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  47%|█▍ | 125/264 [03:13<03:32,  1.53s/it, loss=0.004, mat=0.005, sens=1.152, deg=0.000]
Ep 015/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:30,  1.53s/it, loss=0.004, mat=0.005, sens=1.152, deg=0.000]
Ep 015/100 [S2:+mat]:  48%|█▍ | 126/264 [03:14<03:30,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:28,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  48%|█▍ | 127/264 [03:16<03:28,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:27,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  48%|█▍ | 128/264 [03:17<03:27,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:25,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  49%|█▍ | 129/264 [03:19<03:25,  1.52s/it, loss=0.004, mat=0.006, sens=0.878, deg=0.000]
Ep 015/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:23,  1.52s/it, loss=0.004, mat=0.006, sens=0.878, deg=0.000]
Ep 015/100 [S2:+mat]:  49%|█▍ | 130/264 [03:20<03:23,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:21,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  50%|█▍ | 131/264 [03:22<03:21,  1.52s/it, loss=0.004, mat=0.005, sens=0.949, deg=0.000]
Ep 015/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:20,  1.52s/it, loss=0.004, mat=0.005, sens=0.949, deg=0.000]
Ep 015/100 [S2:+mat]:  50%|█▌ | 132/264 [03:23<03:20,  1.52s/it, loss=0.003, mat=0.005, sens=0.903, deg=0.000]
Ep 015/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:19,  1.52s/it, loss=0.003, mat=0.005, sens=0.903, deg=0.000]
Ep 015/100 [S2:+mat]:  50%|█▌ | 133/264 [03:25<03:19,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:20,  1.54s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  51%|█▌ | 134/264 [03:27<03:20,  1.54s/it, loss=0.005, mat=0.004, sens=0.793, deg=0.000]
Ep 015/100 [S2:+mat]:  51%|█▌ | 135/264 [03:27<03:18,  1.54s/it, loss=0.005, mat=0.004, sens=0.793, deg=0.000]
Ep 015/100 [S2:+mat]:  51%|█▌ | 135/264 [03:28<03:18,  1.54s/it, loss=0.006, mat=0.005, sens=2.315, deg=0.000]
Ep 015/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:15,  1.53s/it, loss=0.006, mat=0.005, sens=2.315, deg=0.000]
Ep 015/100 [S2:+mat]:  52%|█▌ | 136/264 [03:30<03:15,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  52%|█▌ | 137/264 [03:30<03:13,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  52%|█▌ | 137/264 [03:31<03:13,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:12,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  52%|█▌ | 138/264 [03:33<03:12,  1.52s/it, loss=0.005, mat=0.005, sens=0.818, deg=0.000]
Ep 015/100 [S2:+mat]:  53%|█▌ | 139/264 [03:33<03:10,  1.52s/it, loss=0.005, mat=0.005, sens=0.818, deg=0.000]
Ep 015/100 [S2:+mat]:  53%|█▌ | 139/264 [03:34<03:10,  1.52s/it, loss=0.005, mat=0.004, sens=1.580, deg=0.000]
Ep 015/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:08,  1.52s/it, loss=0.005, mat=0.004, sens=1.580, deg=0.000]
Ep 015/100 [S2:+mat]:  53%|█▌ | 140/264 [03:36<03:08,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  53%|█▌ | 141/264 [03:36<03:07,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  53%|█▌ | 141/264 [03:37<03:07,  1.52s/it, loss=0.004, mat=0.005, sens=1.708, deg=0.000]
Ep 015/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:05,  1.52s/it, loss=0.004, mat=0.005, sens=1.708, deg=0.000]
Ep 015/100 [S2:+mat]:  54%|█▌ | 142/264 [03:39<03:05,  1.52s/it, loss=0.005, mat=0.005, sens=1.646, deg=0.000]
Ep 015/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:04,  1.52s/it, loss=0.005, mat=0.005, sens=1.646, deg=0.000]
Ep 015/100 [S2:+mat]:  54%|█▋ | 143/264 [03:40<03:04,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:02,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  55%|█▋ | 144/264 [03:42<03:02,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<03:00,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  55%|█▋ | 145/264 [03:43<03:00,  1.52s/it, loss=0.005, mat=0.005, sens=3.712, deg=0.000]
Ep 015/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<03:01,  1.54s/it, loss=0.005, mat=0.005, sens=3.712, deg=0.000]
Ep 015/100 [S2:+mat]:  55%|█▋ | 146/264 [03:45<03:01,  1.54s/it, loss=0.005, mat=0.005, sens=0.842, deg=0.000]
Ep 015/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:59,  1.53s/it, loss=0.005, mat=0.005, sens=0.842, deg=0.000]
Ep 015/100 [S2:+mat]:  56%|█▋ | 147/264 [03:46<02:59,  1.53s/it, loss=0.005, mat=0.006, sens=1.617, deg=0.000]
Ep 015/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:57,  1.53s/it, loss=0.005, mat=0.006, sens=1.617, deg=0.000]
Ep 015/100 [S2:+mat]:  56%|█▋ | 148/264 [03:48<02:57,  1.53s/it, loss=0.004, mat=0.005, sens=0.907, deg=0.000]
Ep 015/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:57,  1.54s/it, loss=0.004, mat=0.005, sens=0.907, deg=0.000]
Ep 015/100 [S2:+mat]:  56%|█▋ | 149/264 [03:49<02:57,  1.54s/it, loss=0.004, mat=0.005, sens=1.088, deg=0.000]
Ep 015/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:54,  1.53s/it, loss=0.004, mat=0.005, sens=1.088, deg=0.000]
Ep 015/100 [S2:+mat]:  57%|█▋ | 150/264 [03:51<02:54,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:52,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  57%|█▋ | 151/264 [03:52<02:52,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:50,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  58%|█▋ | 152/264 [03:54<02:50,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  58%|█▋ | 153/264 [03:55<02:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  58%|█▊ | 154/264 [03:57<02:46,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:45,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  59%|█▊ | 155/264 [03:59<02:45,  1.52s/it, loss=0.004, mat=0.005, sens=1.629, deg=0.000]
Ep 015/100 [S2:+mat]:  59%|█▊ | 156/264 [03:59<02:43,  1.52s/it, loss=0.004, mat=0.005, sens=1.629, deg=0.000]
Ep 015/100 [S2:+mat]:  59%|█▊ | 156/264 [04:00<02:43,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:42,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  59%|█▊ | 157/264 [04:02<02:42,  1.51s/it, loss=0.004, mat=0.005, sens=1.847, deg=0.000]
Ep 015/100 [S2:+mat]:  60%|█▊ | 158/264 [04:02<02:40,  1.51s/it, loss=0.004, mat=0.005, sens=1.847, deg=0.000]
Ep 015/100 [S2:+mat]:  60%|█▊ | 158/264 [04:03<02:40,  1.51s/it, loss=0.004, mat=0.005, sens=2.906, deg=0.000]
Ep 015/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:38,  1.51s/it, loss=0.004, mat=0.005, sens=2.906, deg=0.000]
Ep 015/100 [S2:+mat]:  60%|█▊ | 159/264 [04:05<02:38,  1.51s/it, loss=0.003, mat=0.005, sens=1.871, deg=0.000]
Ep 015/100 [S2:+mat]:  61%|█▊ | 160/264 [04:05<02:37,  1.52s/it, loss=0.003, mat=0.005, sens=1.871, deg=0.000]
Ep 015/100 [S2:+mat]:  61%|█▊ | 160/264 [04:06<02:37,  1.52s/it, loss=0.003, mat=0.005, sens=1.946, deg=0.000]
Ep 015/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:36,  1.52s/it, loss=0.003, mat=0.005, sens=1.946, deg=0.000]
Ep 015/100 [S2:+mat]:  61%|█▊ | 161/264 [04:08<02:36,  1.52s/it, loss=0.005, mat=0.006, sens=1.962, deg=0.000]
Ep 015/100 [S2:+mat]:  61%|█▊ | 162/264 [04:08<02:34,  1.52s/it, loss=0.005, mat=0.006, sens=1.962, deg=0.000]
Ep 015/100 [S2:+mat]:  61%|█▊ | 162/264 [04:09<02:34,  1.52s/it, loss=0.006, mat=0.005, sens=0.996, deg=0.000]
Ep 015/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:33,  1.52s/it, loss=0.006, mat=0.005, sens=0.996, deg=0.000]
Ep 015/100 [S2:+mat]:  62%|█▊ | 163/264 [04:11<02:33,  1.52s/it, loss=0.003, mat=0.004, sens=0.805, deg=0.000]
Ep 015/100 [S2:+mat]:  62%|█▊ | 164/264 [04:11<02:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.805, deg=0.000]
Ep 015/100 [S2:+mat]:  62%|█▊ | 164/264 [04:12<02:31,  1.52s/it, loss=0.004, mat=0.004, sens=0.894, deg=0.000]
Ep 015/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:32,  1.54s/it, loss=0.004, mat=0.004, sens=0.894, deg=0.000]
Ep 015/100 [S2:+mat]:  62%|█▉ | 165/264 [04:14<02:32,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:29,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  63%|█▉ | 166/264 [04:15<02:29,  1.53s/it, loss=0.003, mat=0.004, sens=3.276, deg=0.000]
Ep 015/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:27,  1.53s/it, loss=0.003, mat=0.004, sens=3.276, deg=0.000]
Ep 015/100 [S2:+mat]:  63%|█▉ | 167/264 [04:17<02:27,  1.53s/it, loss=0.003, mat=0.005, sens=2.552, deg=0.000]
Ep 015/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:26,  1.52s/it, loss=0.003, mat=0.005, sens=2.552, deg=0.000]
Ep 015/100 [S2:+mat]:  64%|█▉ | 168/264 [04:18<02:26,  1.52s/it, loss=0.003, mat=0.005, sens=4.351, deg=0.000]
Ep 015/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:24,  1.52s/it, loss=0.003, mat=0.005, sens=4.351, deg=0.000]
Ep 015/100 [S2:+mat]:  64%|█▉ | 169/264 [04:20<02:24,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:22,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  64%|█▉ | 170/264 [04:21<02:22,  1.52s/it, loss=0.005, mat=0.004, sens=2.912, deg=0.000]
Ep 015/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:21,  1.52s/it, loss=0.005, mat=0.004, sens=2.912, deg=0.000]
Ep 015/100 [S2:+mat]:  65%|█▉ | 171/264 [04:23<02:21,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:19,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  65%|█▉ | 172/264 [04:24<02:19,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:18,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  66%|█▉ | 173/264 [04:26<02:18,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:17,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  66%|█▉ | 174/264 [04:27<02:17,  1.53s/it, loss=0.006, mat=0.006, sens=2.477, deg=0.000]
Ep 015/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:15,  1.52s/it, loss=0.006, mat=0.006, sens=2.477, deg=0.000]
Ep 015/100 [S2:+mat]:  66%|█▉ | 175/264 [04:29<02:15,  1.52s/it, loss=0.003, mat=0.003, sens=2.204, deg=0.000]
Ep 015/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:13,  1.52s/it, loss=0.003, mat=0.003, sens=2.204, deg=0.000]
Ep 015/100 [S2:+mat]:  67%|██ | 176/264 [04:30<02:13,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  67%|██ | 177/264 [04:32<02:12,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:10,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  67%|██ | 178/264 [04:34<02:10,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  68%|██ | 179/264 [04:34<02:11,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  68%|██ | 179/264 [04:35<02:11,  1.54s/it, loss=0.003, mat=0.005, sens=0.799, deg=0.000]
Ep 015/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:08,  1.54s/it, loss=0.003, mat=0.005, sens=0.799, deg=0.000]
Ep 015/100 [S2:+mat]:  68%|██ | 180/264 [04:37<02:08,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  69%|██ | 181/264 [04:37<02:06,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  69%|██ | 181/264 [04:38<02:06,  1.53s/it, loss=0.004, mat=0.005, sens=0.800, deg=0.000]
Ep 015/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:05,  1.53s/it, loss=0.004, mat=0.005, sens=0.800, deg=0.000]
Ep 015/100 [S2:+mat]:  69%|██ | 182/264 [04:40<02:05,  1.53s/it, loss=0.004, mat=0.005, sens=1.833, deg=0.000]
Ep 015/100 [S2:+mat]:  69%|██ | 183/264 [04:40<02:03,  1.52s/it, loss=0.004, mat=0.005, sens=1.833, deg=0.000]
Ep 015/100 [S2:+mat]:  69%|██ | 183/264 [04:41<02:03,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:01,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  70%|██ | 184/264 [04:43<02:01,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  70%|██ | 185/264 [04:43<02:00,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  70%|██ | 185/264 [04:44<02:00,  1.52s/it, loss=0.003, mat=0.004, sens=1.318, deg=0.000]
Ep 015/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:58,  1.52s/it, loss=0.003, mat=0.004, sens=1.318, deg=0.000]
Ep 015/100 [S2:+mat]:  70%|██ | 186/264 [04:46<01:58,  1.52s/it, loss=0.004, mat=0.004, sens=2.573, deg=0.000]
Ep 015/100 [S2:+mat]:  71%|██▏| 187/264 [04:46<01:57,  1.52s/it, loss=0.004, mat=0.004, sens=2.573, deg=0.000]
Ep 015/100 [S2:+mat]:  71%|██▏| 187/264 [04:47<01:57,  1.52s/it, loss=0.005, mat=0.005, sens=1.980, deg=0.000]
Ep 015/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:55,  1.52s/it, loss=0.005, mat=0.005, sens=1.980, deg=0.000]
Ep 015/100 [S2:+mat]:  71%|██▏| 188/264 [04:49<01:55,  1.52s/it, loss=0.004, mat=0.004, sens=1.696, deg=0.000]
Ep 015/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:53,  1.52s/it, loss=0.004, mat=0.004, sens=1.696, deg=0.000]
Ep 015/100 [S2:+mat]:  72%|██▏| 189/264 [04:50<01:53,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:52,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  72%|██▏| 190/264 [04:52<01:52,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:52,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  72%|██▏| 191/264 [04:53<01:52,  1.54s/it, loss=0.003, mat=0.004, sens=0.807, deg=0.000]
Ep 015/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:50,  1.53s/it, loss=0.003, mat=0.004, sens=0.807, deg=0.000]
Ep 015/100 [S2:+mat]:  73%|██▏| 192/264 [04:55<01:50,  1.53s/it, loss=0.004, mat=0.005, sens=0.810, deg=0.000]
Ep 015/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:48,  1.53s/it, loss=0.004, mat=0.005, sens=0.810, deg=0.000]
Ep 015/100 [S2:+mat]:  73%|██▏| 193/264 [04:56<01:48,  1.53s/it, loss=0.003, mat=0.004, sens=0.886, deg=0.000]
Ep 015/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.886, deg=0.000]
Ep 015/100 [S2:+mat]:  73%|██▏| 194/264 [04:58<01:46,  1.52s/it, loss=0.003, mat=0.005, sens=0.945, deg=0.000]
Ep 015/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:44,  1.52s/it, loss=0.003, mat=0.005, sens=0.945, deg=0.000]
Ep 015/100 [S2:+mat]:  74%|██▏| 195/264 [04:59<01:44,  1.52s/it, loss=0.003, mat=0.004, sens=3.491, deg=0.000]
Ep 015/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:43,  1.52s/it, loss=0.003, mat=0.004, sens=3.491, deg=0.000]
Ep 015/100 [S2:+mat]:  74%|██▏| 196/264 [05:01<01:43,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:41,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  75%|██▏| 197/264 [05:03<01:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  75%|██▎| 198/264 [05:03<01:40,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  75%|██▎| 198/264 [05:04<01:40,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  75%|██▎| 199/264 [05:06<01:39,  1.53s/it, loss=0.003, mat=0.005, sens=1.143, deg=0.000]
Ep 015/100 [S2:+mat]:  76%|██▎| 200/264 [05:06<01:37,  1.52s/it, loss=0.003, mat=0.005, sens=1.143, deg=0.000]
Ep 015/100 [S2:+mat]:  76%|██▎| 200/264 [05:07<01:37,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  76%|██▎| 201/264 [05:09<01:35,  1.52s/it, loss=0.005, mat=0.004, sens=0.879, deg=0.000]
Ep 015/100 [S2:+mat]:  77%|██▎| 202/264 [05:09<01:34,  1.52s/it, loss=0.005, mat=0.004, sens=0.879, deg=0.000]
Ep 015/100 [S2:+mat]:  77%|██▎| 202/264 [05:10<01:34,  1.52s/it, loss=0.003, mat=0.004, sens=3.092, deg=0.000]
Ep 015/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.52s/it, loss=0.003, mat=0.004, sens=3.092, deg=0.000]
Ep 015/100 [S2:+mat]:  77%|██▎| 203/264 [05:12<01:32,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  77%|██▎| 204/264 [05:12<01:30,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  77%|██▎| 204/264 [05:13<01:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.825, deg=0.000]
Ep 015/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:29,  1.51s/it, loss=0.003, mat=0.004, sens=0.825, deg=0.000]
Ep 015/100 [S2:+mat]:  78%|██▎| 205/264 [05:15<01:29,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  78%|██▎| 206/264 [05:15<01:27,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  78%|██▎| 206/264 [05:16<01:27,  1.52s/it, loss=0.003, mat=0.005, sens=3.052, deg=0.000]
Ep 015/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:26,  1.52s/it, loss=0.003, mat=0.005, sens=3.052, deg=0.000]
Ep 015/100 [S2:+mat]:  78%|██▎| 207/264 [05:18<01:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  79%|██▎| 208/264 [05:18<01:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  79%|██▎| 208/264 [05:19<01:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  79%|██▍| 209/264 [05:19<01:24,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  79%|██▍| 209/264 [05:21<01:24,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  80%|██▍| 210/264 [05:21<01:22,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  80%|██▍| 210/264 [05:22<01:22,  1.53s/it, loss=0.004, mat=0.004, sens=1.764, deg=0.000]
Ep 015/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:21,  1.53s/it, loss=0.004, mat=0.004, sens=1.764, deg=0.000]
Ep 015/100 [S2:+mat]:  80%|██▍| 211/264 [05:24<01:21,  1.53s/it, loss=0.002, mat=0.003, sens=1.190, deg=0.000]
Ep 015/100 [S2:+mat]:  80%|██▍| 212/264 [05:24<01:19,  1.53s/it, loss=0.002, mat=0.003, sens=1.190, deg=0.000]
Ep 015/100 [S2:+mat]:  80%|██▍| 212/264 [05:25<01:19,  1.53s/it, loss=0.003, mat=0.004, sens=2.026, deg=0.000]
Ep 015/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:17,  1.52s/it, loss=0.003, mat=0.004, sens=2.026, deg=0.000]
Ep 015/100 [S2:+mat]:  81%|██▍| 213/264 [05:27<01:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  81%|██▍| 214/264 [05:27<01:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  81%|██▍| 214/264 [05:28<01:15,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  81%|██▍| 215/264 [05:28<01:14,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  81%|██▍| 215/264 [05:30<01:14,  1.52s/it, loss=0.005, mat=0.004, sens=2.215, deg=0.000]
Ep 015/100 [S2:+mat]:  82%|██▍| 216/264 [05:30<01:12,  1.52s/it, loss=0.005, mat=0.004, sens=2.215, deg=0.000]
Ep 015/100 [S2:+mat]:  82%|██▍| 216/264 [05:31<01:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  82%|██▍| 217/264 [05:31<01:11,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  82%|██▍| 217/264 [05:33<01:11,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  83%|██▍| 218/264 [05:34<01:09,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  83%|██▍| 219/264 [05:34<01:08,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  83%|██▍| 219/264 [05:36<01:08,  1.52s/it, loss=0.003, mat=0.005, sens=2.496, deg=0.000]
Ep 015/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:06,  1.52s/it, loss=0.003, mat=0.005, sens=2.496, deg=0.000]
Ep 015/100 [S2:+mat]:  83%|██▌| 220/264 [05:37<01:06,  1.52s/it, loss=0.003, mat=0.005, sens=0.833, deg=0.000]
Ep 015/100 [S2:+mat]:  84%|██▌| 221/264 [05:37<01:05,  1.52s/it, loss=0.003, mat=0.005, sens=0.833, deg=0.000]
Ep 015/100 [S2:+mat]:  84%|██▌| 221/264 [05:39<01:05,  1.52s/it, loss=0.003, mat=0.004, sens=1.208, deg=0.000]
Ep 015/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:04,  1.53s/it, loss=0.003, mat=0.004, sens=1.208, deg=0.000]
Ep 015/100 [S2:+mat]:  84%|██▌| 222/264 [05:41<01:04,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  84%|██▌| 223/264 [05:41<01:02,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  84%|██▌| 223/264 [05:42<01:02,  1.53s/it, loss=0.004, mat=0.004, sens=0.989, deg=0.000]
Ep 015/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:02,  1.55s/it, loss=0.004, mat=0.004, sens=0.989, deg=0.000]
Ep 015/100 [S2:+mat]:  85%|██▌| 224/264 [05:44<01:02,  1.55s/it, loss=0.002, mat=0.004, sens=0.820, deg=0.000]
Ep 015/100 [S2:+mat]:  85%|██▌| 225/264 [05:44<01:00,  1.54s/it, loss=0.002, mat=0.004, sens=0.820, deg=0.000]
Ep 015/100 [S2:+mat]:  85%|██▌| 225/264 [05:45<01:00,  1.54s/it, loss=0.004, mat=0.005, sens=1.082, deg=0.000]
Ep 015/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:58,  1.54s/it, loss=0.004, mat=0.005, sens=1.082, deg=0.000]
Ep 015/100 [S2:+mat]:  86%|██▌| 226/264 [05:47<00:58,  1.54s/it, loss=0.003, mat=0.005, sens=1.005, deg=0.000]
Ep 015/100 [S2:+mat]:  86%|██▌| 227/264 [05:47<00:56,  1.53s/it, loss=0.003, mat=0.005, sens=1.005, deg=0.000]
Ep 015/100 [S2:+mat]:  86%|██▌| 227/264 [05:48<00:56,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  86%|██▌| 228/264 [05:48<00:54,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  86%|██▌| 228/264 [05:50<00:54,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  87%|██▌| 229/264 [05:50<00:53,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  87%|██▌| 229/264 [05:51<00:53,  1.52s/it, loss=0.003, mat=0.003, sens=2.819, deg=0.000]
Ep 015/100 [S2:+mat]:  87%|██▌| 230/264 [05:51<00:51,  1.52s/it, loss=0.003, mat=0.003, sens=2.819, deg=0.000]
Ep 015/100 [S2:+mat]:  87%|██▌| 230/264 [05:53<00:51,  1.52s/it, loss=0.003, mat=0.005, sens=1.080, deg=0.000]
Ep 015/100 [S2:+mat]:  88%|██▋| 231/264 [05:53<00:50,  1.52s/it, loss=0.003, mat=0.005, sens=1.080, deg=0.000]
Ep 015/100 [S2:+mat]:  88%|██▋| 231/264 [05:54<00:50,  1.52s/it, loss=0.004, mat=0.004, sens=1.939, deg=0.000]
Ep 015/100 [S2:+mat]:  88%|██▋| 232/264 [05:54<00:48,  1.52s/it, loss=0.004, mat=0.004, sens=1.939, deg=0.000]
Ep 015/100 [S2:+mat]:  88%|██▋| 232/264 [05:56<00:48,  1.52s/it, loss=0.003, mat=0.005, sens=3.638, deg=0.000]
Ep 015/100 [S2:+mat]:  88%|██▋| 233/264 [05:56<00:47,  1.52s/it, loss=0.003, mat=0.005, sens=3.638, deg=0.000]
Ep 015/100 [S2:+mat]:  88%|██▋| 233/264 [05:57<00:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  89%|██▋| 234/264 [05:57<00:45,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  89%|██▋| 234/264 [05:59<00:45,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  89%|██▋| 235/264 [05:59<00:44,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  89%|██▋| 235/264 [06:00<00:44,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  89%|██▋| 236/264 [06:00<00:43,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  89%|██▋| 236/264 [06:02<00:43,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  90%|██▋| 237/264 [06:02<00:41,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  90%|██▋| 237/264 [06:03<00:41,  1.54s/it, loss=0.004, mat=0.004, sens=3.289, deg=0.000]
Ep 015/100 [S2:+mat]:  90%|██▋| 238/264 [06:03<00:39,  1.53s/it, loss=0.004, mat=0.004, sens=3.289, deg=0.000]
Ep 015/100 [S2:+mat]:  90%|██▋| 238/264 [06:05<00:39,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  91%|██▋| 239/264 [06:05<00:38,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  91%|██▋| 239/264 [06:07<00:38,  1.53s/it, loss=0.003, mat=0.003, sens=0.831, deg=0.000]
Ep 015/100 [S2:+mat]:  91%|██▋| 240/264 [06:07<00:36,  1.52s/it, loss=0.003, mat=0.003, sens=0.831, deg=0.000]
Ep 015/100 [S2:+mat]:  91%|██▋| 240/264 [06:08<00:36,  1.52s/it, loss=0.004, mat=0.005, sens=0.814, deg=0.000]
Ep 015/100 [S2:+mat]:  91%|██▋| 241/264 [06:08<00:35,  1.52s/it, loss=0.004, mat=0.005, sens=0.814, deg=0.000]
Ep 015/100 [S2:+mat]:  91%|██▋| 241/264 [06:10<00:35,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  92%|██▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  92%|██▊| 242/264 [06:11<00:33,  1.52s/it, loss=0.003, mat=0.004, sens=0.797, deg=0.000]
Ep 015/100 [S2:+mat]:  92%|██▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.797, deg=0.000]
Ep 015/100 [S2:+mat]:  92%|██▊| 243/264 [06:13<00:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.788, deg=0.000]
Ep 015/100 [S2:+mat]:  92%|██▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.788, deg=0.000]
Ep 015/100 [S2:+mat]:  92%|██▊| 244/264 [06:14<00:30,  1.52s/it, loss=0.003, mat=0.005, sens=0.796, deg=0.000]
Ep 015/100 [S2:+mat]:  93%|██▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.003, mat=0.005, sens=0.796, deg=0.000]
Ep 015/100 [S2:+mat]:  93%|██▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  93%|██▊| 246/264 [06:16<00:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  93%|██▊| 246/264 [06:17<00:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  94%|██▊| 247/264 [06:17<00:26,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  94%|██▊| 247/264 [06:19<00:26,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  94%|██▊| 248/264 [06:19<00:24,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  94%|██▊| 248/264 [06:20<00:24,  1.53s/it, loss=0.003, mat=0.004, sens=1.801, deg=0.000]
Ep 015/100 [S2:+mat]:  94%|██▊| 249/264 [06:20<00:22,  1.52s/it, loss=0.003, mat=0.004, sens=1.801, deg=0.000]
Ep 015/100 [S2:+mat]:  94%|██▊| 249/264 [06:22<00:22,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  95%|██▊| 250/264 [06:22<00:21,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  95%|██▊| 250/264 [06:23<00:21,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  95%|██▊| 251/264 [06:23<00:19,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  95%|██▊| 251/264 [06:25<00:19,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  95%|██▊| 252/264 [06:25<00:18,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  95%|██▊| 252/264 [06:26<00:18,  1.52s/it, loss=0.004, mat=0.004, sens=1.745, deg=0.000]
Ep 015/100 [S2:+mat]:  96%|██▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.004, mat=0.004, sens=1.745, deg=0.000]
Ep 015/100 [S2:+mat]:  96%|██▉| 253/264 [06:28<00:16,  1.52s/it, loss=0.003, mat=0.004, sens=1.292, deg=0.000]
Ep 015/100 [S2:+mat]:  96%|██▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.003, mat=0.004, sens=1.292, deg=0.000]
Ep 015/100 [S2:+mat]:  96%|██▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  97%|██▉| 255/264 [06:29<00:13,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  97%|██▉| 255/264 [06:31<00:13,  1.54s/it, loss=0.003, mat=0.004, sens=0.796, deg=0.000]
Ep 015/100 [S2:+mat]:  97%|██▉| 256/264 [06:31<00:12,  1.54s/it, loss=0.003, mat=0.004, sens=0.796, deg=0.000]
Ep 015/100 [S2:+mat]:  97%|██▉| 256/264 [06:32<00:12,  1.54s/it, loss=0.003, mat=0.004, sens=0.922, deg=0.000]
Ep 015/100 [S2:+mat]:  97%|██▉| 257/264 [06:32<00:10,  1.53s/it, loss=0.003, mat=0.004, sens=0.922, deg=0.000]
Ep 015/100 [S2:+mat]:  97%|██▉| 257/264 [06:34<00:10,  1.53s/it, loss=0.005, mat=0.004, sens=1.289, deg=0.000]
Ep 015/100 [S2:+mat]:  98%|██▉| 258/264 [06:34<00:09,  1.53s/it, loss=0.005, mat=0.004, sens=1.289, deg=0.000]
Ep 015/100 [S2:+mat]:  98%|██▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  98%|██▉| 259/264 [06:36<00:07,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  98%|██▉| 259/264 [06:37<00:07,  1.53s/it, loss=0.003, mat=0.004, sens=1.490, deg=0.000]
Ep 015/100 [S2:+mat]:  98%|██▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.003, mat=0.004, sens=1.490, deg=0.000]
Ep 015/100 [S2:+mat]:  98%|██▉| 260/264 [06:39<00:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  99%|██▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  99%|██▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  99%|██▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]:  99%|██▉| 262/264 [06:42<00:03,  1.52s/it, loss=0.004, mat=0.005, sens=3.000, deg=0.000]
Ep 015/100 [S2:+mat]: 100%|██▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.004, mat=0.005, sens=3.000, deg=0.000]
Ep 015/100 [S2:+mat]: 100%|██▉| 263/264 [06:43<00:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 015/100 [S2:+mat]: 100%|███| 264/264 [06:43<00:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 015/100 [S2:+mat]  loss=0.0040  mat=0.0048  sens=0.9425  deg=0.0001  orth=0.0016  α=0.5 β=0.0 γ=0.5  404s

Ep 016/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 016/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:38,  2.20s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:38,  2.20s/it, loss=0.003, mat=0.004, sens=0.949, deg=0.000]
Ep 016/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:50,  1.80s/it, loss=0.003, mat=0.004, sens=0.949, deg=0.000]
Ep 016/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:50,  1.80s/it, loss=0.004, mat=0.004, sens=1.924, deg=0.000]
Ep 016/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:14,  1.66s/it, loss=0.004, mat=0.004, sens=1.924, deg=0.000]
Ep 016/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:14,  1.66s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:56,  1.60s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:56,  1.60s/it, loss=0.005, mat=0.005, sens=0.997, deg=0.000]
Ep 016/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:57,  1.61s/it, loss=0.005, mat=0.005, sens=0.997, deg=0.000]
Ep 016/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:57,  1.61s/it, loss=0.004, mat=0.005, sens=1.160, deg=0.000]
Ep 016/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:50,  1.59s/it, loss=0.004, mat=0.005, sens=1.160, deg=0.000]
Ep 016/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:50,  1.59s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:42,  1.57s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:42,  1.57s/it, loss=0.002, mat=0.004, sens=3.212, deg=0.000]
Ep 016/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:36,  1.55s/it, loss=0.002, mat=0.004, sens=3.212, deg=0.000]
Ep 016/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:36,  1.55s/it, loss=0.004, mat=0.004, sens=2.796, deg=0.000]
Ep 016/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:31,  1.54s/it, loss=0.004, mat=0.004, sens=2.796, deg=0.000]
Ep 016/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:31,  1.54s/it, loss=0.005, mat=0.005, sens=1.173, deg=0.000]
Ep 016/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:28,  1.53s/it, loss=0.005, mat=0.005, sens=1.173, deg=0.000]
Ep 016/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:22,  1.52s/it, loss=0.004, mat=0.004, sens=0.833, deg=0.000]
Ep 016/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:20,  1.52s/it, loss=0.004, mat=0.004, sens=0.833, deg=0.000]
Ep 016/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:20,  1.52s/it, loss=0.003, mat=0.005, sens=2.994, deg=0.000]
Ep 016/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:19,  1.52s/it, loss=0.003, mat=0.005, sens=2.994, deg=0.000]
Ep 016/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:19,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:16,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   6%|▏   | 15/264 [00:25<06:16,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   6%|▏   | 16/264 [00:25<06:20,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:20,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:17,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   6%|▎   | 17/264 [00:28<06:17,  1.53s/it, loss=0.004, mat=0.004, sens=1.317, deg=0.000]
Ep 016/100 [S2:+mat]:   7%|▎   | 18/264 [00:28<06:14,  1.52s/it, loss=0.004, mat=0.004, sens=1.317, deg=0.000]
Ep 016/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   7%|▎   | 19/264 [00:31<06:12,  1.52s/it, loss=0.005, mat=0.005, sens=0.904, deg=0.000]
Ep 016/100 [S2:+mat]:   8%|▎   | 20/264 [00:31<06:10,  1.52s/it, loss=0.005, mat=0.005, sens=0.904, deg=0.000]
Ep 016/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:10,  1.52s/it, loss=0.004, mat=0.005, sens=2.481, deg=0.000]
Ep 016/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:08,  1.52s/it, loss=0.004, mat=0.005, sens=2.481, deg=0.000]
Ep 016/100 [S2:+mat]:   8%|▎   | 21/264 [00:34<06:08,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   8%|▎   | 22/264 [00:34<06:06,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:05,  1.52s/it, loss=0.003, mat=0.004, sens=4.303, deg=0.000]
Ep 016/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:03,  1.52s/it, loss=0.003, mat=0.004, sens=4.303, deg=0.000]
Ep 016/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:03,  1.52s/it, loss=0.004, mat=0.005, sens=2.186, deg=0.000]
Ep 016/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:02,  1.52s/it, loss=0.004, mat=0.005, sens=2.186, deg=0.000]
Ep 016/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:00,  1.52s/it, loss=0.003, mat=0.005, sens=0.976, deg=0.000]
Ep 016/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<05:59,  1.52s/it, loss=0.003, mat=0.005, sens=0.976, deg=0.000]
Ep 016/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<05:59,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<05:57,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:57,  1.51s/it, loss=0.004, mat=0.004, sens=2.493, deg=0.000]
Ep 016/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:56,  1.52s/it, loss=0.004, mat=0.004, sens=2.493, deg=0.000]
Ep 016/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<05:56,  1.52s/it, loss=0.003, mat=0.004, sens=1.772, deg=0.000]
Ep 016/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:56,  1.52s/it, loss=0.003, mat=0.004, sens=1.772, deg=0.000]
Ep 016/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.888, deg=0.000]
Ep 016/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:55,  1.52s/it, loss=0.003, mat=0.003, sens=0.888, deg=0.000]
Ep 016/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:55,  1.52s/it, loss=0.003, mat=0.003, sens=2.635, deg=0.000]
Ep 016/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:53,  1.52s/it, loss=0.003, mat=0.003, sens=2.635, deg=0.000]
Ep 016/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:53,  1.52s/it, loss=0.003, mat=0.004, sens=1.286, deg=0.000]
Ep 016/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:51,  1.52s/it, loss=0.003, mat=0.004, sens=1.286, deg=0.000]
Ep 016/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:51,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:54,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:54,  1.54s/it, loss=0.003, mat=0.004, sens=0.962, deg=0.000]
Ep 016/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:51,  1.54s/it, loss=0.003, mat=0.004, sens=0.962, deg=0.000]
Ep 016/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:51,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:48,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  14%|▌   | 36/264 [00:57<05:48,  1.53s/it, loss=0.003, mat=0.004, sens=2.570, deg=0.000]
Ep 016/100 [S2:+mat]:  14%|▌   | 37/264 [00:57<05:46,  1.53s/it, loss=0.003, mat=0.004, sens=2.570, deg=0.000]
Ep 016/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:46,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  14%|▌   | 38/264 [01:00<05:44,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  15%|▌   | 39/264 [01:00<05:42,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:42,  1.52s/it, loss=0.004, mat=0.005, sens=1.416, deg=0.000]
Ep 016/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:41,  1.52s/it, loss=0.004, mat=0.005, sens=1.416, deg=0.000]
Ep 016/100 [S2:+mat]:  15%|▌   | 40/264 [01:03<05:41,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  16%|▌   | 41/264 [01:03<05:39,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:39,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:38,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  16%|▋   | 42/264 [01:06<05:38,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  16%|▋   | 43/264 [01:06<05:36,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:36,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:34,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  17%|▋   | 44/264 [01:09<05:34,  1.52s/it, loss=0.004, mat=0.005, sens=0.890, deg=0.000]
Ep 016/100 [S2:+mat]:  17%|▋   | 45/264 [01:09<05:33,  1.52s/it, loss=0.004, mat=0.005, sens=0.890, deg=0.000]
Ep 016/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:33,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:31,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  17%|▋   | 46/264 [01:12<05:31,  1.52s/it, loss=0.003, mat=0.004, sens=1.194, deg=0.000]
Ep 016/100 [S2:+mat]:  18%|▋   | 47/264 [01:12<05:29,  1.52s/it, loss=0.003, mat=0.004, sens=1.194, deg=0.000]
Ep 016/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:29,  1.52s/it, loss=0.003, mat=0.004, sens=0.968, deg=0.000]
Ep 016/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:28,  1.52s/it, loss=0.003, mat=0.004, sens=0.968, deg=0.000]
Ep 016/100 [S2:+mat]:  18%|▋   | 48/264 [01:15<05:28,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  19%|▋   | 49/264 [01:15<05:31,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:31,  1.54s/it, loss=0.004, mat=0.005, sens=0.803, deg=0.000]
Ep 016/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:28,  1.53s/it, loss=0.004, mat=0.005, sens=0.803, deg=0.000]
Ep 016/100 [S2:+mat]:  19%|▊   | 50/264 [01:18<05:28,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  19%|▊   | 51/264 [01:18<05:25,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.801, deg=0.000]
Ep 016/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:23,  1.53s/it, loss=0.003, mat=0.004, sens=0.801, deg=0.000]
Ep 016/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:23,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:21,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:21,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:21,  1.53s/it, loss=0.002, mat=0.003, sens=0.911, deg=0.000]
Ep 016/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.911, deg=0.000]
Ep 016/100 [S2:+mat]:  21%|▊   | 55/264 [01:26<05:20,  1.53s/it, loss=0.003, mat=0.004, sens=2.893, deg=0.000]
Ep 016/100 [S2:+mat]:  21%|▊   | 56/264 [01:26<05:17,  1.53s/it, loss=0.003, mat=0.004, sens=2.893, deg=0.000]
Ep 016/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:17,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:15,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  22%|▊   | 57/264 [01:29<05:15,  1.52s/it, loss=0.004, mat=0.004, sens=1.274, deg=0.000]
Ep 016/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:13,  1.52s/it, loss=0.004, mat=0.004, sens=1.274, deg=0.000]
Ep 016/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:13,  1.52s/it, loss=0.002, mat=0.004, sens=1.220, deg=0.000]
Ep 016/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:11,  1.52s/it, loss=0.002, mat=0.004, sens=1.220, deg=0.000]
Ep 016/100 [S2:+mat]:  22%|▉   | 59/264 [01:32<05:11,  1.52s/it, loss=0.003, mat=0.004, sens=0.953, deg=0.000]
Ep 016/100 [S2:+mat]:  23%|▉   | 60/264 [01:32<05:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.953, deg=0.000]
Ep 016/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:13,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  23%|▉   | 61/264 [01:35<05:13,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  23%|▉   | 62/264 [01:35<05:09,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:09,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:06,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  24%|▉   | 63/264 [01:38<05:06,  1.53s/it, loss=0.005, mat=0.004, sens=0.917, deg=0.000]
Ep 016/100 [S2:+mat]:  24%|▉   | 64/264 [01:38<05:04,  1.52s/it, loss=0.005, mat=0.004, sens=0.917, deg=0.000]
Ep 016/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.932, deg=0.000]
Ep 016/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.932, deg=0.000]
Ep 016/100 [S2:+mat]:  25%|▉   | 65/264 [01:41<05:02,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  25%|█   | 66/264 [01:41<05:00,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  25%|█   | 66/264 [01:42<05:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:58,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  25%|█   | 67/264 [01:44<04:58,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  26%|█   | 68/264 [01:44<04:57,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:57,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:55,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  26%|█   | 69/264 [01:47<04:55,  1.51s/it, loss=0.005, mat=0.003, sens=0.858, deg=0.000]
Ep 016/100 [S2:+mat]:  27%|█   | 70/264 [01:47<04:53,  1.51s/it, loss=0.005, mat=0.003, sens=0.858, deg=0.000]
Ep 016/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:53,  1.51s/it, loss=0.004, mat=0.005, sens=2.111, deg=0.000]
Ep 016/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:52,  1.51s/it, loss=0.004, mat=0.005, sens=2.111, deg=0.000]
Ep 016/100 [S2:+mat]:  27%|█   | 71/264 [01:50<04:52,  1.51s/it, loss=0.003, mat=0.004, sens=2.362, deg=0.000]
Ep 016/100 [S2:+mat]:  27%|█   | 72/264 [01:50<04:50,  1.51s/it, loss=0.003, mat=0.004, sens=2.362, deg=0.000]
Ep 016/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:50,  1.51s/it, loss=0.005, mat=0.005, sens=2.444, deg=0.000]
Ep 016/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:49,  1.51s/it, loss=0.005, mat=0.005, sens=2.444, deg=0.000]
Ep 016/100 [S2:+mat]:  28%|█   | 73/264 [01:53<04:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  28%|█   | 74/264 [01:53<04:47,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:47,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:44,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:44,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:42,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:42,  1.51s/it, loss=0.003, mat=0.003, sens=1.765, deg=0.000]
Ep 016/100 [S2:+mat]:  30%|█▏  | 78/264 [01:59<04:43,  1.52s/it, loss=0.003, mat=0.003, sens=1.765, deg=0.000]
Ep 016/100 [S2:+mat]:  30%|█▏  | 78/264 [02:01<04:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:46,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:46,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:43,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  30%|█▏  | 80/264 [02:04<04:43,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:40,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:40,  1.53s/it, loss=0.002, mat=0.003, sens=2.297, deg=0.000]
Ep 016/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:38,  1.53s/it, loss=0.002, mat=0.003, sens=2.297, deg=0.000]
Ep 016/100 [S2:+mat]:  31%|█▏  | 82/264 [02:07<04:38,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:36,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:36,  1.53s/it, loss=0.004, mat=0.005, sens=1.070, deg=0.002]
Ep 016/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:34,  1.52s/it, loss=0.004, mat=0.005, sens=1.070, deg=0.002]
Ep 016/100 [S2:+mat]:  32%|█▎  | 84/264 [02:10<04:34,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:32,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:32,  1.52s/it, loss=0.003, mat=0.005, sens=0.973, deg=0.000]
Ep 016/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:30,  1.52s/it, loss=0.003, mat=0.005, sens=0.973, deg=0.000]
Ep 016/100 [S2:+mat]:  33%|█▎  | 86/264 [02:13<04:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.803, deg=0.000]
Ep 016/100 [S2:+mat]:  33%|█▎  | 87/264 [02:13<04:29,  1.52s/it, loss=0.003, mat=0.004, sens=0.803, deg=0.000]
Ep 016/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:29,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:27,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  33%|█▎  | 88/264 [02:16<04:27,  1.52s/it, loss=0.004, mat=0.004, sens=1.980, deg=0.000]
Ep 016/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:25,  1.52s/it, loss=0.004, mat=0.004, sens=1.980, deg=0.000]
Ep 016/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.858, deg=0.000]
Ep 016/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.858, deg=0.000]
Ep 016/100 [S2:+mat]:  34%|█▎  | 90/264 [02:19<04:23,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:21,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:21,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:20,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  35%|█▍  | 92/264 [02:22<04:20,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 016/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:23,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 016/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:23,  1.54s/it, loss=0.004, mat=0.004, sens=1.900, deg=0.001]
Ep 016/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:20,  1.53s/it, loss=0.004, mat=0.004, sens=1.900, deg=0.001]
Ep 016/100 [S2:+mat]:  36%|█▍  | 94/264 [02:25<04:20,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  36%|█▍  | 95/264 [02:25<04:18,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:18,  1.53s/it, loss=0.004, mat=0.004, sens=2.098, deg=0.000]
Ep 016/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:15,  1.52s/it, loss=0.004, mat=0.004, sens=2.098, deg=0.000]
Ep 016/100 [S2:+mat]:  36%|█▍  | 96/264 [02:28<04:15,  1.52s/it, loss=0.005, mat=0.006, sens=2.258, deg=0.000]
Ep 016/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:14,  1.52s/it, loss=0.005, mat=0.006, sens=2.258, deg=0.000]
Ep 016/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:14,  1.52s/it, loss=0.004, mat=0.005, sens=0.974, deg=0.000]
Ep 016/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:12,  1.52s/it, loss=0.004, mat=0.005, sens=0.974, deg=0.000]
Ep 016/100 [S2:+mat]:  37%|█▍  | 98/264 [02:31<04:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:10,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:08,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  38%|█▏ | 100/264 [02:34<04:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  38%|█▏ | 101/264 [02:36<04:06,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:06,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  39%|█▏ | 102/264 [02:37<04:06,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:05,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  39%|█▏ | 103/264 [02:39<04:05,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.007]
Ep 016/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:03,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.007]
Ep 016/100 [S2:+mat]:  39%|█▏ | 104/264 [02:40<04:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.842, deg=0.000]
Ep 016/100 [S2:+mat]:  40%|█▏ | 105/264 [02:40<04:04,  1.54s/it, loss=0.003, mat=0.004, sens=0.842, deg=0.000]
Ep 016/100 [S2:+mat]:  40%|█▏ | 105/264 [02:42<04:04,  1.54s/it, loss=0.003, mat=0.004, sens=3.751, deg=0.000]
Ep 016/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:01,  1.53s/it, loss=0.003, mat=0.004, sens=3.751, deg=0.000]
Ep 016/100 [S2:+mat]:  40%|█▏ | 106/264 [02:43<04:01,  1.53s/it, loss=0.033, mat=0.004, sens=0.000, deg=0.061]
Ep 016/100 [S2:+mat]:  41%|█▏ | 107/264 [02:43<03:59,  1.53s/it, loss=0.033, mat=0.004, sens=0.000, deg=0.061]
Ep 016/100 [S2:+mat]:  41%|█▏ | 107/264 [02:45<03:59,  1.53s/it, loss=0.032, mat=0.004, sens=3.624, deg=0.057]
Ep 016/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:57,  1.52s/it, loss=0.032, mat=0.004, sens=3.624, deg=0.057]
Ep 016/100 [S2:+mat]:  41%|█▏ | 108/264 [02:46<03:57,  1.52s/it, loss=0.004, mat=0.006, sens=2.698, deg=0.000]
Ep 016/100 [S2:+mat]:  41%|█▏ | 109/264 [02:46<03:55,  1.52s/it, loss=0.004, mat=0.006, sens=2.698, deg=0.000]
Ep 016/100 [S2:+mat]:  41%|█▏ | 109/264 [02:48<03:55,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:53,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  42%|█▎ | 110/264 [02:49<03:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  42%|█▎ | 111/264 [02:49<03:52,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  42%|█▎ | 111/264 [02:51<03:52,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:50,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  42%|█▎ | 112/264 [02:52<03:50,  1.52s/it, loss=0.006, mat=0.005, sens=0.846, deg=0.000]
Ep 016/100 [S2:+mat]:  43%|█▎ | 113/264 [02:52<03:49,  1.52s/it, loss=0.006, mat=0.005, sens=0.846, deg=0.000]
Ep 016/100 [S2:+mat]:  43%|█▎ | 113/264 [02:54<03:49,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:47,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  44%|█▎ | 115/264 [02:55<03:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  44%|█▎ | 115/264 [02:57<03:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.943, deg=0.000]
Ep 016/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:44,  1.52s/it, loss=0.003, mat=0.004, sens=0.943, deg=0.000]
Ep 016/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:44,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  44%|█▎ | 117/264 [02:58<03:42,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  44%|█▎ | 117/264 [03:00<03:42,  1.51s/it, loss=0.004, mat=0.004, sens=0.801, deg=0.000]
Ep 016/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:41,  1.52s/it, loss=0.004, mat=0.004, sens=0.801, deg=0.000]
Ep 016/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:41,  1.52s/it, loss=0.003, mat=0.003, sens=0.809, deg=0.000]
Ep 016/100 [S2:+mat]:  45%|█▎ | 119/264 [03:01<03:39,  1.51s/it, loss=0.003, mat=0.003, sens=0.809, deg=0.000]
Ep 016/100 [S2:+mat]:  45%|█▎ | 119/264 [03:03<03:39,  1.51s/it, loss=0.003, mat=0.003, sens=3.375, deg=0.000]
Ep 016/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:38,  1.52s/it, loss=0.003, mat=0.003, sens=3.375, deg=0.000]
Ep 016/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:38,  1.52s/it, loss=0.002, mat=0.003, sens=1.025, deg=0.000]
Ep 016/100 [S2:+mat]:  46%|█▍ | 121/264 [03:04<03:36,  1.51s/it, loss=0.002, mat=0.003, sens=1.025, deg=0.000]
Ep 016/100 [S2:+mat]:  46%|█▍ | 121/264 [03:06<03:36,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:34,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:34,  1.51s/it, loss=0.003, mat=0.004, sens=2.475, deg=0.000]
Ep 016/100 [S2:+mat]:  47%|█▍ | 123/264 [03:07<03:36,  1.54s/it, loss=0.003, mat=0.004, sens=2.475, deg=0.000]
Ep 016/100 [S2:+mat]:  47%|█▍ | 123/264 [03:09<03:36,  1.54s/it, loss=0.023, mat=0.004, sens=0.998, deg=0.000]
Ep 016/100 [S2:+mat]:  47%|█▍ | 124/264 [03:09<03:34,  1.53s/it, loss=0.023, mat=0.004, sens=0.998, deg=0.000]
Ep 016/100 [S2:+mat]:  47%|█▍ | 124/264 [03:11<03:34,  1.53s/it, loss=0.003, mat=0.004, sens=1.515, deg=0.000]
Ep 016/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:31,  1.52s/it, loss=0.003, mat=0.004, sens=1.515, deg=0.000]
Ep 016/100 [S2:+mat]:  47%|█▍ | 125/264 [03:12<03:31,  1.52s/it, loss=0.003, mat=0.004, sens=1.004, deg=0.000]
Ep 016/100 [S2:+mat]:  48%|█▍ | 126/264 [03:12<03:30,  1.52s/it, loss=0.003, mat=0.004, sens=1.004, deg=0.000]
Ep 016/100 [S2:+mat]:  48%|█▍ | 126/264 [03:14<03:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:30,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  48%|█▍ | 127/264 [03:15<03:30,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  48%|█▍ | 128/264 [03:15<03:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  48%|█▍ | 128/264 [03:17<03:27,  1.53s/it, loss=0.003, mat=0.004, sens=1.148, deg=0.000]
Ep 016/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:26,  1.53s/it, loss=0.003, mat=0.004, sens=1.148, deg=0.000]
Ep 016/100 [S2:+mat]:  49%|█▍ | 129/264 [03:18<03:26,  1.53s/it, loss=0.003, mat=0.005, sens=2.747, deg=0.000]
Ep 016/100 [S2:+mat]:  49%|█▍ | 130/264 [03:18<03:24,  1.53s/it, loss=0.003, mat=0.005, sens=2.747, deg=0.000]
Ep 016/100 [S2:+mat]:  49%|█▍ | 130/264 [03:20<03:24,  1.53s/it, loss=0.003, mat=0.004, sens=2.011, deg=0.000]
Ep 016/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:22,  1.52s/it, loss=0.003, mat=0.004, sens=2.011, deg=0.000]
Ep 016/100 [S2:+mat]:  50%|█▍ | 131/264 [03:21<03:22,  1.52s/it, loss=0.003, mat=0.004, sens=1.624, deg=0.000]
Ep 016/100 [S2:+mat]:  50%|█▌ | 132/264 [03:21<03:20,  1.52s/it, loss=0.003, mat=0.004, sens=1.624, deg=0.000]
Ep 016/100 [S2:+mat]:  50%|█▌ | 132/264 [03:23<03:20,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  50%|█▌ | 133/264 [03:24<03:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  51%|█▌ | 134/264 [03:24<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  51%|█▌ | 134/264 [03:26<03:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  51%|█▌ | 135/264 [03:27<03:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.988, deg=0.000]
Ep 016/100 [S2:+mat]:  52%|█▌ | 136/264 [03:27<03:13,  1.52s/it, loss=0.003, mat=0.004, sens=0.988, deg=0.000]
Ep 016/100 [S2:+mat]:  52%|█▌ | 136/264 [03:29<03:13,  1.52s/it, loss=0.002, mat=0.003, sens=1.193, deg=0.000]
Ep 016/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:12,  1.52s/it, loss=0.002, mat=0.003, sens=1.193, deg=0.000]
Ep 016/100 [S2:+mat]:  52%|█▌ | 137/264 [03:30<03:12,  1.52s/it, loss=0.004, mat=0.005, sens=0.987, deg=0.000]
Ep 016/100 [S2:+mat]:  52%|█▌ | 138/264 [03:30<03:13,  1.54s/it, loss=0.004, mat=0.005, sens=0.987, deg=0.000]
Ep 016/100 [S2:+mat]:  52%|█▌ | 138/264 [03:32<03:13,  1.54s/it, loss=0.002, mat=0.003, sens=0.913, deg=0.000]
Ep 016/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.913, deg=0.000]
Ep 016/100 [S2:+mat]:  53%|█▌ | 139/264 [03:33<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  53%|█▌ | 140/264 [03:33<03:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  53%|█▌ | 140/264 [03:35<03:09,  1.53s/it, loss=0.003, mat=0.004, sens=1.416, deg=0.000]
Ep 016/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:07,  1.52s/it, loss=0.003, mat=0.004, sens=1.416, deg=0.000]
Ep 016/100 [S2:+mat]:  53%|█▌ | 141/264 [03:36<03:07,  1.52s/it, loss=0.004, mat=0.004, sens=0.803, deg=0.000]
Ep 016/100 [S2:+mat]:  54%|█▌ | 142/264 [03:36<03:05,  1.52s/it, loss=0.004, mat=0.004, sens=0.803, deg=0.000]
Ep 016/100 [S2:+mat]:  54%|█▌ | 142/264 [03:38<03:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.805, deg=0.000]
Ep 016/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.805, deg=0.000]
Ep 016/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  55%|█▋ | 144/264 [03:39<03:01,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  55%|█▋ | 144/264 [03:41<03:01,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  55%|█▋ | 145/264 [03:41<03:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<03:00,  1.52s/it, loss=0.004, mat=0.003, sens=1.019, deg=0.000]
Ep 016/100 [S2:+mat]:  55%|█▋ | 146/264 [03:42<02:58,  1.52s/it, loss=0.004, mat=0.003, sens=1.019, deg=0.000]
Ep 016/100 [S2:+mat]:  55%|█▋ | 146/264 [03:44<02:58,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  56%|█▋ | 147/264 [03:44<02:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:57,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  56%|█▋ | 148/264 [03:45<02:55,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  56%|█▋ | 148/264 [03:47<02:55,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  56%|█▋ | 149/264 [03:47<02:54,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  56%|█▋ | 149/264 [03:49<02:54,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:55,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  57%|█▋ | 150/264 [03:50<02:55,  1.54s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 016/100 [S2:+mat]:  57%|█▋ | 151/264 [03:50<02:53,  1.54s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 016/100 [S2:+mat]:  57%|█▋ | 151/264 [03:52<02:53,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:52,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  58%|█▋ | 152/264 [03:53<02:52,  1.54s/it, loss=0.002, mat=0.004, sens=3.701, deg=0.000]
Ep 016/100 [S2:+mat]:  58%|█▋ | 153/264 [03:53<02:49,  1.53s/it, loss=0.002, mat=0.004, sens=3.701, deg=0.000]
Ep 016/100 [S2:+mat]:  58%|█▋ | 153/264 [03:55<02:49,  1.53s/it, loss=0.002, mat=0.004, sens=0.934, deg=0.000]
Ep 016/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.934, deg=0.000]
Ep 016/100 [S2:+mat]:  58%|█▊ | 154/264 [03:56<02:47,  1.52s/it, loss=0.004, mat=0.004, sens=3.016, deg=0.000]
Ep 016/100 [S2:+mat]:  59%|█▊ | 155/264 [03:56<02:45,  1.52s/it, loss=0.004, mat=0.004, sens=3.016, deg=0.000]
Ep 016/100 [S2:+mat]:  59%|█▊ | 155/264 [03:58<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  59%|█▊ | 156/264 [03:59<02:43,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  59%|█▊ | 157/264 [03:59<02:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  59%|█▊ | 157/264 [04:01<02:42,  1.52s/it, loss=0.003, mat=0.004, sens=0.821, deg=0.000]
Ep 016/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.821, deg=0.000]
Ep 016/100 [S2:+mat]:  60%|█▊ | 158/264 [04:02<02:40,  1.52s/it, loss=0.003, mat=0.005, sens=0.988, deg=0.000]
Ep 016/100 [S2:+mat]:  60%|█▊ | 159/264 [04:02<02:38,  1.51s/it, loss=0.003, mat=0.005, sens=0.988, deg=0.000]
Ep 016/100 [S2:+mat]:  60%|█▊ | 159/264 [04:04<02:38,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:37,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  61%|█▊ | 160/264 [04:05<02:37,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.006]
Ep 016/100 [S2:+mat]:  61%|█▊ | 161/264 [04:05<02:35,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.006]
Ep 016/100 [S2:+mat]:  61%|█▊ | 161/264 [04:07<02:35,  1.51s/it, loss=0.002, mat=0.003, sens=1.034, deg=0.000]
Ep 016/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:34,  1.51s/it, loss=0.002, mat=0.003, sens=1.034, deg=0.000]
Ep 016/100 [S2:+mat]:  61%|█▊ | 162/264 [04:08<02:34,  1.51s/it, loss=0.003, mat=0.004, sens=1.463, deg=0.000]
Ep 016/100 [S2:+mat]:  62%|█▊ | 163/264 [04:08<02:32,  1.51s/it, loss=0.003, mat=0.004, sens=1.463, deg=0.000]
Ep 016/100 [S2:+mat]:  62%|█▊ | 163/264 [04:10<02:32,  1.51s/it, loss=0.003, mat=0.005, sens=3.517, deg=0.000]
Ep 016/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:31,  1.51s/it, loss=0.003, mat=0.005, sens=3.517, deg=0.000]
Ep 016/100 [S2:+mat]:  62%|█▊ | 164/264 [04:11<02:31,  1.51s/it, loss=0.003, mat=0.004, sens=0.819, deg=0.000]
Ep 016/100 [S2:+mat]:  62%|█▉ | 165/264 [04:11<02:29,  1.51s/it, loss=0.003, mat=0.004, sens=0.819, deg=0.000]
Ep 016/100 [S2:+mat]:  62%|█▉ | 165/264 [04:13<02:29,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  63%|█▉ | 166/264 [04:13<02:28,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:28,  1.51s/it, loss=0.002, mat=0.003, sens=2.231, deg=0.000]
Ep 016/100 [S2:+mat]:  63%|█▉ | 167/264 [04:14<02:26,  1.51s/it, loss=0.002, mat=0.003, sens=2.231, deg=0.000]
Ep 016/100 [S2:+mat]:  63%|█▉ | 167/264 [04:16<02:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.873, deg=0.000]
Ep 016/100 [S2:+mat]:  64%|█▉ | 168/264 [04:16<02:25,  1.51s/it, loss=0.002, mat=0.004, sens=0.873, deg=0.000]
Ep 016/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  64%|█▉ | 169/264 [04:17<02:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  64%|█▉ | 169/264 [04:19<02:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.985, deg=0.000]
Ep 016/100 [S2:+mat]:  64%|█▉ | 170/264 [04:19<02:23,  1.53s/it, loss=0.003, mat=0.004, sens=0.985, deg=0.000]
Ep 016/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  65%|█▉ | 171/264 [04:20<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  65%|█▉ | 171/264 [04:22<02:21,  1.52s/it, loss=0.003, mat=0.005, sens=0.936, deg=0.000]
Ep 016/100 [S2:+mat]:  65%|█▉ | 172/264 [04:22<02:19,  1.52s/it, loss=0.003, mat=0.005, sens=0.936, deg=0.000]
Ep 016/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.801, deg=0.000]
Ep 016/100 [S2:+mat]:  66%|█▉ | 173/264 [04:23<02:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.801, deg=0.000]
Ep 016/100 [S2:+mat]:  66%|█▉ | 173/264 [04:25<02:18,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  66%|█▉ | 174/264 [04:25<02:16,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  66%|█▉ | 174/264 [04:27<02:16,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:15,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  66%|█▉ | 175/264 [04:28<02:15,  1.52s/it, loss=0.004, mat=0.005, sens=0.834, deg=0.000]
Ep 016/100 [S2:+mat]:  67%|██ | 176/264 [04:28<02:13,  1.52s/it, loss=0.004, mat=0.005, sens=0.834, deg=0.000]
Ep 016/100 [S2:+mat]:  67%|██ | 176/264 [04:30<02:13,  1.52s/it, loss=0.003, mat=0.004, sens=0.801, deg=0.000]
Ep 016/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.801, deg=0.000]
Ep 016/100 [S2:+mat]:  67%|██ | 177/264 [04:31<02:12,  1.52s/it, loss=0.003, mat=0.003, sens=1.675, deg=0.000]
Ep 016/100 [S2:+mat]:  67%|██ | 178/264 [04:31<02:10,  1.52s/it, loss=0.003, mat=0.003, sens=1.675, deg=0.000]
Ep 016/100 [S2:+mat]:  67%|██ | 178/264 [04:33<02:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  68%|██ | 179/264 [04:34<02:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  68%|██ | 180/264 [04:34<02:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  68%|██ | 180/264 [04:36<02:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  69%|██ | 181/264 [04:37<02:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  69%|██ | 182/264 [04:37<02:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  69%|██ | 182/264 [04:39<02:04,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:04,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  69%|██ | 183/264 [04:40<02:04,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  70%|██ | 184/264 [04:40<02:02,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  70%|██ | 184/264 [04:42<02:02,  1.53s/it, loss=0.002, mat=0.004, sens=3.229, deg=0.000]
Ep 016/100 [S2:+mat]:  70%|██ | 185/264 [04:42<02:00,  1.53s/it, loss=0.002, mat=0.004, sens=3.229, deg=0.000]
Ep 016/100 [S2:+mat]:  70%|██ | 185/264 [04:43<02:00,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  70%|██ | 186/264 [04:43<01:58,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  70%|██ | 186/264 [04:45<01:58,  1.52s/it, loss=0.003, mat=0.004, sens=1.828, deg=0.000]
Ep 016/100 [S2:+mat]:  71%|██▏| 187/264 [04:45<01:56,  1.52s/it, loss=0.003, mat=0.004, sens=1.828, deg=0.000]
Ep 016/100 [S2:+mat]:  71%|██▏| 187/264 [04:46<01:56,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  71%|██▏| 188/264 [04:46<01:55,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  71%|██▏| 188/264 [04:48<01:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.925, deg=0.000]
Ep 016/100 [S2:+mat]:  72%|██▏| 189/264 [04:48<01:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.925, deg=0.000]
Ep 016/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:53,  1.52s/it, loss=0.003, mat=0.004, sens=1.382, deg=0.000]
Ep 016/100 [S2:+mat]:  72%|██▏| 190/264 [04:49<01:52,  1.51s/it, loss=0.003, mat=0.004, sens=1.382, deg=0.000]
Ep 016/100 [S2:+mat]:  72%|██▏| 190/264 [04:51<01:52,  1.51s/it, loss=0.003, mat=0.004, sens=0.849, deg=0.000]
Ep 016/100 [S2:+mat]:  72%|██▏| 191/264 [04:51<01:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.849, deg=0.000]
Ep 016/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  73%|██▏| 192/264 [04:52<01:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  73%|██▏| 192/264 [04:54<01:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  73%|██▏| 193/264 [04:54<01:47,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:47,  1.51s/it, loss=0.003, mat=0.003, sens=1.633, deg=0.000]
Ep 016/100 [S2:+mat]:  73%|██▏| 194/264 [04:55<01:45,  1.51s/it, loss=0.003, mat=0.003, sens=1.633, deg=0.000]
Ep 016/100 [S2:+mat]:  73%|██▏| 194/264 [04:57<01:45,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  74%|██▏| 195/264 [04:57<01:45,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:45,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  74%|██▏| 196/264 [04:58<01:43,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  74%|██▏| 196/264 [05:00<01:43,  1.53s/it, loss=0.004, mat=0.004, sens=3.021, deg=0.000]
Ep 016/100 [S2:+mat]:  75%|██▏| 197/264 [05:00<01:41,  1.52s/it, loss=0.004, mat=0.004, sens=3.021, deg=0.000]
Ep 016/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:41,  1.52s/it, loss=0.004, mat=0.004, sens=1.691, deg=0.000]
Ep 016/100 [S2:+mat]:  75%|██▎| 198/264 [05:01<01:40,  1.52s/it, loss=0.004, mat=0.004, sens=1.691, deg=0.000]
Ep 016/100 [S2:+mat]:  75%|██▎| 198/264 [05:03<01:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.887, deg=0.000]
Ep 016/100 [S2:+mat]:  75%|██▎| 199/264 [05:03<01:38,  1.52s/it, loss=0.002, mat=0.004, sens=0.887, deg=0.000]
Ep 016/100 [S2:+mat]:  75%|██▎| 199/264 [05:05<01:38,  1.52s/it, loss=0.002, mat=0.004, sens=0.815, deg=0.000]
Ep 016/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:36,  1.51s/it, loss=0.002, mat=0.004, sens=0.815, deg=0.000]
Ep 016/100 [S2:+mat]:  76%|██▎| 200/264 [05:06<01:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  76%|██▎| 201/264 [05:06<01:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  76%|██▎| 201/264 [05:08<01:35,  1.52s/it, loss=0.004, mat=0.004, sens=1.260, deg=0.000]
Ep 016/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:34,  1.52s/it, loss=0.004, mat=0.004, sens=1.260, deg=0.000]
Ep 016/100 [S2:+mat]:  77%|██▎| 202/264 [05:09<01:34,  1.52s/it, loss=0.003, mat=0.004, sens=0.944, deg=0.000]
Ep 016/100 [S2:+mat]:  77%|██▎| 203/264 [05:09<01:32,  1.52s/it, loss=0.003, mat=0.004, sens=0.944, deg=0.000]
Ep 016/100 [S2:+mat]:  77%|██▎| 203/264 [05:11<01:32,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:30,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  77%|██▎| 204/264 [05:12<01:30,  1.51s/it, loss=0.005, mat=0.004, sens=1.050, deg=0.000]
Ep 016/100 [S2:+mat]:  78%|██▎| 205/264 [05:12<01:29,  1.52s/it, loss=0.005, mat=0.004, sens=1.050, deg=0.000]
Ep 016/100 [S2:+mat]:  78%|██▎| 205/264 [05:14<01:29,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:27,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  78%|██▎| 206/264 [05:15<01:27,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  78%|██▎| 207/264 [05:15<01:26,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  78%|██▎| 207/264 [05:17<01:26,  1.51s/it, loss=0.003, mat=0.004, sens=1.246, deg=0.000]
Ep 016/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:24,  1.51s/it, loss=0.003, mat=0.004, sens=1.246, deg=0.000]
Ep 016/100 [S2:+mat]:  79%|██▎| 208/264 [05:18<01:24,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  79%|██▍| 209/264 [05:18<01:23,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  79%|██▍| 209/264 [05:20<01:23,  1.51s/it, loss=0.005, mat=0.004, sens=2.295, deg=0.000]
Ep 016/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:21,  1.51s/it, loss=0.005, mat=0.004, sens=2.295, deg=0.000]
Ep 016/100 [S2:+mat]:  80%|██▍| 210/264 [05:21<01:21,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  80%|██▍| 211/264 [05:21<01:20,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  80%|██▍| 211/264 [05:23<01:20,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:18,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  80%|██▍| 212/264 [05:24<01:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  81%|██▍| 213/264 [05:24<01:18,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  81%|██▍| 213/264 [05:26<01:18,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:16,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  81%|██▍| 214/264 [05:27<01:16,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  81%|██▍| 215/264 [05:27<01:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  81%|██▍| 215/264 [05:29<01:14,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:12,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  82%|██▍| 216/264 [05:30<01:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  82%|██▍| 217/264 [05:30<01:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  82%|██▍| 217/264 [05:32<01:11,  1.51s/it, loss=0.003, mat=0.003, sens=0.818, deg=0.000]
Ep 016/100 [S2:+mat]:  83%|██▍| 218/264 [05:32<01:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.818, deg=0.000]
Ep 016/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:09,  1.51s/it, loss=0.003, mat=0.004, sens=1.431, deg=0.000]
Ep 016/100 [S2:+mat]:  83%|██▍| 219/264 [05:33<01:08,  1.51s/it, loss=0.003, mat=0.004, sens=1.431, deg=0.000]
Ep 016/100 [S2:+mat]:  83%|██▍| 219/264 [05:35<01:08,  1.51s/it, loss=0.005, mat=0.003, sens=0.908, deg=0.000]
Ep 016/100 [S2:+mat]:  83%|██▌| 220/264 [05:35<01:06,  1.51s/it, loss=0.005, mat=0.003, sens=0.908, deg=0.000]
Ep 016/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:06,  1.51s/it, loss=0.003, mat=0.004, sens=1.097, deg=0.000]
Ep 016/100 [S2:+mat]:  84%|██▌| 221/264 [05:36<01:04,  1.51s/it, loss=0.003, mat=0.004, sens=1.097, deg=0.000]
Ep 016/100 [S2:+mat]:  84%|██▌| 221/264 [05:38<01:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  84%|██▌| 222/264 [05:38<01:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:03,  1.51s/it, loss=0.003, mat=0.003, sens=1.008, deg=0.000]
Ep 016/100 [S2:+mat]:  84%|██▌| 223/264 [05:39<01:01,  1.51s/it, loss=0.003, mat=0.003, sens=1.008, deg=0.000]
Ep 016/100 [S2:+mat]:  84%|██▌| 223/264 [05:41<01:01,  1.51s/it, loss=0.003, mat=0.004, sens=1.672, deg=0.000]
Ep 016/100 [S2:+mat]:  85%|██▌| 224/264 [05:41<01:00,  1.51s/it, loss=0.003, mat=0.004, sens=1.672, deg=0.000]
Ep 016/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:00,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  85%|██▌| 225/264 [05:42<00:59,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  85%|██▌| 225/264 [05:44<00:59,  1.52s/it, loss=0.003, mat=0.005, sens=2.989, deg=0.000]
Ep 016/100 [S2:+mat]:  86%|██▌| 226/264 [05:44<00:57,  1.52s/it, loss=0.003, mat=0.005, sens=2.989, deg=0.000]
Ep 016/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=2.964, deg=0.000]
Ep 016/100 [S2:+mat]:  86%|██▌| 227/264 [05:45<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=2.964, deg=0.000]
Ep 016/100 [S2:+mat]:  86%|██▌| 227/264 [05:47<00:56,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  86%|██▌| 228/264 [05:47<00:55,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  86%|██▌| 228/264 [05:49<00:55,  1.54s/it, loss=0.004, mat=0.004, sens=2.615, deg=0.000]
Ep 016/100 [S2:+mat]:  87%|██▌| 229/264 [05:49<00:53,  1.53s/it, loss=0.004, mat=0.004, sens=2.615, deg=0.000]
Ep 016/100 [S2:+mat]:  87%|██▌| 229/264 [05:50<00:53,  1.53s/it, loss=0.004, mat=0.005, sens=2.103, deg=0.000]
Ep 016/100 [S2:+mat]:  87%|██▌| 230/264 [05:50<00:51,  1.52s/it, loss=0.004, mat=0.005, sens=2.103, deg=0.000]
Ep 016/100 [S2:+mat]:  87%|██▌| 230/264 [05:52<00:51,  1.52s/it, loss=0.003, mat=0.003, sens=1.042, deg=0.000]
Ep 016/100 [S2:+mat]:  88%|██▋| 231/264 [05:52<00:50,  1.52s/it, loss=0.003, mat=0.003, sens=1.042, deg=0.000]
Ep 016/100 [S2:+mat]:  88%|██▋| 231/264 [05:53<00:50,  1.52s/it, loss=0.003, mat=0.004, sens=1.260, deg=0.000]
Ep 016/100 [S2:+mat]:  88%|██▋| 232/264 [05:53<00:48,  1.52s/it, loss=0.003, mat=0.004, sens=1.260, deg=0.000]
Ep 016/100 [S2:+mat]:  88%|██▋| 232/264 [05:55<00:48,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:46,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  88%|██▋| 233/264 [05:56<00:46,  1.52s/it, loss=0.003, mat=0.003, sens=1.846, deg=0.000]
Ep 016/100 [S2:+mat]:  89%|██▋| 234/264 [05:56<00:45,  1.51s/it, loss=0.003, mat=0.003, sens=1.846, deg=0.000]
Ep 016/100 [S2:+mat]:  89%|██▋| 234/264 [05:58<00:45,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:43,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  89%|██▋| 235/264 [05:59<00:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  89%|██▋| 236/264 [05:59<00:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  89%|██▋| 236/264 [06:01<00:42,  1.51s/it, loss=0.003, mat=0.004, sens=0.860, deg=0.000]
Ep 016/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:40,  1.51s/it, loss=0.003, mat=0.004, sens=0.860, deg=0.000]
Ep 016/100 [S2:+mat]:  90%|██▋| 237/264 [06:02<00:40,  1.51s/it, loss=0.003, mat=0.004, sens=1.641, deg=0.000]
Ep 016/100 [S2:+mat]:  90%|██▋| 238/264 [06:02<00:39,  1.51s/it, loss=0.003, mat=0.004, sens=1.641, deg=0.000]
Ep 016/100 [S2:+mat]:  90%|██▋| 238/264 [06:04<00:39,  1.51s/it, loss=0.003, mat=0.004, sens=1.476, deg=0.000]
Ep 016/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:37,  1.51s/it, loss=0.003, mat=0.004, sens=1.476, deg=0.000]
Ep 016/100 [S2:+mat]:  91%|██▋| 239/264 [06:05<00:37,  1.51s/it, loss=0.003, mat=0.004, sens=1.162, deg=0.000]
Ep 016/100 [S2:+mat]:  91%|██▋| 240/264 [06:05<00:36,  1.53s/it, loss=0.003, mat=0.004, sens=1.162, deg=0.000]
Ep 016/100 [S2:+mat]:  91%|██▋| 240/264 [06:07<00:36,  1.53s/it, loss=0.003, mat=0.004, sens=2.020, deg=0.000]
Ep 016/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:35,  1.53s/it, loss=0.003, mat=0.004, sens=2.020, deg=0.000]
Ep 016/100 [S2:+mat]:  91%|██▋| 241/264 [06:08<00:35,  1.53s/it, loss=0.003, mat=0.004, sens=1.299, deg=0.000]
Ep 016/100 [S2:+mat]:  92%|██▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.003, mat=0.004, sens=1.299, deg=0.000]
Ep 016/100 [S2:+mat]:  92%|██▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.003, mat=0.004, sens=0.906, deg=0.000]
Ep 016/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.906, deg=0.000]
Ep 016/100 [S2:+mat]:  92%|██▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=1.217, deg=0.000]
Ep 016/100 [S2:+mat]:  92%|██▊| 244/264 [06:11<00:30,  1.51s/it, loss=0.002, mat=0.003, sens=1.217, deg=0.000]
Ep 016/100 [S2:+mat]:  92%|██▊| 244/264 [06:13<00:30,  1.51s/it, loss=0.003, mat=0.004, sens=0.800, deg=0.000]
Ep 016/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.003, mat=0.004, sens=0.800, deg=0.000]
Ep 016/100 [S2:+mat]:  93%|██▊| 245/264 [06:14<00:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  93%|██▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  93%|██▊| 246/264 [06:16<00:27,  1.51s/it, loss=0.003, mat=0.005, sens=0.920, deg=0.000]
Ep 016/100 [S2:+mat]:  94%|██▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.003, mat=0.005, sens=0.920, deg=0.000]
Ep 016/100 [S2:+mat]:  94%|██▊| 247/264 [06:17<00:25,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  94%|██▊| 248/264 [06:17<00:24,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  94%|██▊| 248/264 [06:19<00:24,  1.51s/it, loss=0.004, mat=0.004, sens=2.002, deg=0.000]
Ep 016/100 [S2:+mat]:  94%|██▊| 249/264 [06:19<00:22,  1.52s/it, loss=0.004, mat=0.004, sens=2.002, deg=0.000]
Ep 016/100 [S2:+mat]:  94%|██▊| 249/264 [06:20<00:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  95%|██▊| 250/264 [06:20<00:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  95%|██▊| 250/264 [06:22<00:21,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  95%|██▊| 251/264 [06:22<00:19,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  95%|██▊| 251/264 [06:23<00:19,  1.52s/it, loss=0.002, mat=0.003, sens=1.123, deg=0.000]
Ep 016/100 [S2:+mat]:  95%|██▊| 252/264 [06:23<00:18,  1.52s/it, loss=0.002, mat=0.003, sens=1.123, deg=0.000]
Ep 016/100 [S2:+mat]:  95%|██▊| 252/264 [06:25<00:18,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  96%|██▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  96%|██▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.003, mat=0.004, sens=1.701, deg=0.000]
Ep 016/100 [S2:+mat]:  96%|██▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.003, mat=0.004, sens=1.701, deg=0.000]
Ep 016/100 [S2:+mat]:  96%|██▉| 254/264 [06:28<00:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.817, deg=0.000]
Ep 016/100 [S2:+mat]:  97%|██▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.817, deg=0.000]
Ep 016/100 [S2:+mat]:  97%|██▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.002, mat=0.003, sens=1.733, deg=0.000]
Ep 016/100 [S2:+mat]:  97%|██▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.002, mat=0.003, sens=1.733, deg=0.000]
Ep 016/100 [S2:+mat]:  97%|██▉| 256/264 [06:31<00:12,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  97%|██▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  97%|██▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  98%|██▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  98%|██▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=1.854, deg=0.000]
Ep 016/100 [S2:+mat]:  98%|██▉| 259/264 [06:34<00:07,  1.53s/it, loss=0.002, mat=0.003, sens=1.854, deg=0.000]
Ep 016/100 [S2:+mat]:  98%|██▉| 259/264 [06:36<00:07,  1.53s/it, loss=0.003, mat=0.003, sens=1.972, deg=0.000]
Ep 016/100 [S2:+mat]:  98%|██▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.003, mat=0.003, sens=1.972, deg=0.000]
Ep 016/100 [S2:+mat]:  98%|██▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.004, mat=0.003, sens=0.826, deg=0.000]
Ep 016/100 [S2:+mat]:  99%|██▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.004, mat=0.003, sens=0.826, deg=0.000]
Ep 016/100 [S2:+mat]:  99%|██▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  99%|██▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]:  99%|██▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.003, mat=0.003, sens=1.812, deg=0.000]
Ep 016/100 [S2:+mat]: 100%|██▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.003, mat=0.003, sens=1.812, deg=0.000]
Ep 016/100 [S2:+mat]: 100%|██▉| 263/264 [06:42<00:01,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 016/100 [S2:+mat]: 100%|███| 264/264 [06:42<00:00,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
                                                                                                              
Epoch 016/100 [S2:+mat]  loss=0.0035  mat=0.0040  sens=0.8268  deg=0.0006  orth=0.0012  α=0.5 β=0.0 γ=0.5  402s

Ep 017/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 017/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.004, sens=1.868, deg=0.000]
Ep 017/100 [S2:+mat]:   0%|     | 1/264 [00:02<08:58,  2.05s/it, loss=0.002, mat=0.004, sens=1.868, deg=0.000]
Ep 017/100 [S2:+mat]:   0%|     | 1/264 [00:03<08:58,  2.05s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:32,  1.73s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:32,  1.73s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:04,  1.62s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:04,  1.62s/it, loss=0.002, mat=0.003, sens=2.901, deg=0.000]
Ep 017/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:50,  1.58s/it, loss=0.002, mat=0.003, sens=2.901, deg=0.000]
Ep 017/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:50,  1.58s/it, loss=0.003, mat=0.003, sens=1.869, deg=0.000]
Ep 017/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:42,  1.55s/it, loss=0.003, mat=0.003, sens=1.869, deg=0.000]
Ep 017/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:42,  1.55s/it, loss=0.004, mat=0.003, sens=0.955, deg=0.000]
Ep 017/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:36,  1.54s/it, loss=0.004, mat=0.003, sens=0.955, deg=0.000]
Ep 017/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:36,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:32,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:32,  1.53s/it, loss=0.004, mat=0.004, sens=0.871, deg=0.000]
Ep 017/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:28,  1.52s/it, loss=0.004, mat=0.004, sens=0.871, deg=0.000]
Ep 017/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.915, deg=0.000]
Ep 017/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.915, deg=0.000]
Ep 017/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:29,  1.53s/it, loss=0.003, mat=0.003, sens=2.102, deg=0.000]
Ep 017/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:27,  1.52s/it, loss=0.003, mat=0.003, sens=2.102, deg=0.000]
Ep 017/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:27,  1.52s/it, loss=0.004, mat=0.005, sens=2.660, deg=0.000]
Ep 017/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:33,  1.55s/it, loss=0.004, mat=0.005, sens=2.660, deg=0.000]
Ep 017/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:33,  1.55s/it, loss=0.003, mat=0.005, sens=1.172, deg=0.000]
Ep 017/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:27,  1.54s/it, loss=0.003, mat=0.005, sens=1.172, deg=0.000]
Ep 017/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:27,  1.54s/it, loss=0.003, mat=0.005, sens=2.883, deg=0.000]
Ep 017/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:23,  1.53s/it, loss=0.003, mat=0.005, sens=2.883, deg=0.000]
Ep 017/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:20,  1.52s/it, loss=0.003, mat=0.004, sens=1.381, deg=0.000]
Ep 017/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:17,  1.52s/it, loss=0.003, mat=0.004, sens=1.381, deg=0.000]
Ep 017/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.789, deg=0.000]
Ep 017/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.789, deg=0.000]
Ep 017/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:15,  1.51s/it, loss=0.003, mat=0.003, sens=2.248, deg=0.000]
Ep 017/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:14,  1.52s/it, loss=0.003, mat=0.003, sens=2.248, deg=0.000]
Ep 017/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:14,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:12,  1.52s/it, loss=0.003, mat=0.004, sens=1.244, deg=0.000]
Ep 017/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:11,  1.51s/it, loss=0.003, mat=0.004, sens=1.244, deg=0.000]
Ep 017/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.979, deg=0.000]
Ep 017/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.979, deg=0.000]
Ep 017/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:07,  1.51s/it, loss=0.003, mat=0.004, sens=1.966, deg=0.000]
Ep 017/100 [S2:+mat]:   8%|▎   | 22/264 [00:33<06:05,  1.51s/it, loss=0.003, mat=0.004, sens=1.966, deg=0.000]
Ep 017/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:05,  1.51s/it, loss=0.003, mat=0.003, sens=1.990, deg=0.000]
Ep 017/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:04,  1.51s/it, loss=0.003, mat=0.003, sens=1.990, deg=0.000]
Ep 017/100 [S2:+mat]:   9%|▎   | 23/264 [00:36<06:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   9%|▎   | 24/264 [00:36<06:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:01,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:   9%|▍   | 25/264 [00:39<06:01,  1.51s/it, loss=0.003, mat=0.003, sens=1.700, deg=0.000]
Ep 017/100 [S2:+mat]:  10%|▍   | 26/264 [00:39<06:04,  1.53s/it, loss=0.003, mat=0.003, sens=1.700, deg=0.000]
Ep 017/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:04,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<06:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<06:01,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<05:58,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:58,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:56,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<05:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:54,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:54,  1.51s/it, loss=0.002, mat=0.004, sens=0.811, deg=0.000]
Ep 017/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:52,  1.51s/it, loss=0.002, mat=0.004, sens=0.811, deg=0.000]
Ep 017/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:52,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:50,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:50,  1.51s/it, loss=0.002, mat=0.003, sens=2.767, deg=0.000]
Ep 017/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:51,  1.52s/it, loss=0.002, mat=0.003, sens=2.767, deg=0.000]
Ep 017/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:51,  1.52s/it, loss=0.002, mat=0.004, sens=2.577, deg=0.000]
Ep 017/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:49,  1.52s/it, loss=0.002, mat=0.004, sens=2.577, deg=0.000]
Ep 017/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:49,  1.52s/it, loss=0.002, mat=0.003, sens=1.098, deg=0.000]
Ep 017/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:47,  1.52s/it, loss=0.002, mat=0.003, sens=1.098, deg=0.000]
Ep 017/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:47,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:45,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:45,  1.52s/it, loss=0.003, mat=0.005, sens=2.124, deg=0.000]
Ep 017/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:43,  1.51s/it, loss=0.003, mat=0.005, sens=2.124, deg=0.000]
Ep 017/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:47,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:47,  1.54s/it, loss=0.003, mat=0.003, sens=1.672, deg=0.000]
Ep 017/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:44,  1.53s/it, loss=0.003, mat=0.003, sens=1.672, deg=0.000]
Ep 017/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:44,  1.53s/it, loss=0.003, mat=0.004, sens=0.985, deg=0.000]
Ep 017/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.985, deg=0.000]
Ep 017/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:41,  1.52s/it, loss=0.003, mat=0.004, sens=1.886, deg=0.000]
Ep 017/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:38,  1.52s/it, loss=0.003, mat=0.004, sens=1.886, deg=0.000]
Ep 017/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:38,  1.52s/it, loss=0.002, mat=0.004, sens=3.652, deg=0.000]
Ep 017/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:36,  1.52s/it, loss=0.002, mat=0.004, sens=3.652, deg=0.000]
Ep 017/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.911, deg=0.000]
Ep 017/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.911, deg=0.000]
Ep 017/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:34,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:33,  1.51s/it, loss=0.003, mat=0.004, sens=2.063, deg=0.000]
Ep 017/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:32,  1.52s/it, loss=0.003, mat=0.004, sens=2.063, deg=0.000]
Ep 017/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:32,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:29,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:28,  1.51s/it, loss=0.003, mat=0.004, sens=1.976, deg=0.000]
Ep 017/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:26,  1.51s/it, loss=0.003, mat=0.004, sens=1.976, deg=0.000]
Ep 017/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:26,  1.51s/it, loss=0.002, mat=0.004, sens=1.439, deg=0.000]
Ep 017/100 [S2:+mat]:  19%|▋   | 49/264 [01:14<05:24,  1.51s/it, loss=0.002, mat=0.004, sens=1.439, deg=0.000]
Ep 017/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:23,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  19%|▊   | 51/264 [01:17<05:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:21,  1.51s/it, loss=0.003, mat=0.004, sens=0.855, deg=0.000]
Ep 017/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:20,  1.51s/it, loss=0.003, mat=0.004, sens=0.855, deg=0.000]
Ep 017/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.989, deg=0.000]
Ep 017/100 [S2:+mat]:  20%|▊   | 53/264 [01:20<05:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.989, deg=0.000]
Ep 017/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  21%|▊   | 55/264 [01:23<05:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:15,  1.51s/it, loss=0.003, mat=0.003, sens=3.135, deg=0.000]
Ep 017/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:18,  1.53s/it, loss=0.003, mat=0.003, sens=3.135, deg=0.000]
Ep 017/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:18,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:16,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:16,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:15,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:10,  1.52s/it, loss=0.003, mat=0.004, sens=1.447, deg=0.000]
Ep 017/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:08,  1.52s/it, loss=0.003, mat=0.004, sens=1.447, deg=0.000]
Ep 017/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:08,  1.52s/it, loss=0.002, mat=0.004, sens=2.177, deg=0.000]
Ep 017/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:06,  1.52s/it, loss=0.002, mat=0.004, sens=2.177, deg=0.000]
Ep 017/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:06,  1.52s/it, loss=0.003, mat=0.004, sens=1.022, deg=0.000]
Ep 017/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:05,  1.52s/it, loss=0.003, mat=0.004, sens=1.022, deg=0.000]
Ep 017/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.845, deg=0.000]
Ep 017/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.845, deg=0.000]
Ep 017/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:01,  1.51s/it, loss=0.002, mat=0.003, sens=1.072, deg=0.000]
Ep 017/100 [S2:+mat]:  25%|█   | 66/264 [01:40<04:59,  1.51s/it, loss=0.002, mat=0.003, sens=1.072, deg=0.000]
Ep 017/100 [S2:+mat]:  25%|█   | 66/264 [01:42<04:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:57,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  26%|█   | 68/264 [01:43<04:55,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.868, deg=0.000]
Ep 017/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:54,  1.51s/it, loss=0.003, mat=0.003, sens=0.868, deg=0.000]
Ep 017/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:54,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:57,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:57,  1.53s/it, loss=0.002, mat=0.003, sens=2.220, deg=0.000]
Ep 017/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:54,  1.52s/it, loss=0.002, mat=0.003, sens=2.220, deg=0.000]
Ep 017/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:54,  1.52s/it, loss=0.004, mat=0.004, sens=0.870, deg=0.000]
Ep 017/100 [S2:+mat]:  27%|█   | 72/264 [01:49<04:52,  1.52s/it, loss=0.004, mat=0.004, sens=0.870, deg=0.000]
Ep 017/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:52,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:49,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  28%|█   | 74/264 [01:52<04:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:47,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:45,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  29%|█▏  | 76/264 [01:55<04:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:43,  1.51s/it, loss=0.002, mat=0.004, sens=2.854, deg=0.000]
Ep 017/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:42,  1.51s/it, loss=0.002, mat=0.004, sens=2.854, deg=0.000]
Ep 017/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:42,  1.51s/it, loss=0.002, mat=0.003, sens=1.737, deg=0.000]
Ep 017/100 [S2:+mat]:  30%|█▏  | 78/264 [01:58<04:41,  1.51s/it, loss=0.002, mat=0.003, sens=1.737, deg=0.000]
Ep 017/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.862, deg=0.000]
Ep 017/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:39,  1.51s/it, loss=0.002, mat=0.004, sens=0.862, deg=0.000]
Ep 017/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  30%|█▏  | 80/264 [02:01<04:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:37,  1.51s/it, loss=0.003, mat=0.004, sens=1.540, deg=0.000]
Ep 017/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:36,  1.51s/it, loss=0.003, mat=0.004, sens=1.540, deg=0.000]
Ep 017/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:36,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:42,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:42,  1.55s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:39,  1.55s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:39,  1.55s/it, loss=0.004, mat=0.005, sens=1.172, deg=0.000]
Ep 017/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:36,  1.53s/it, loss=0.004, mat=0.005, sens=1.172, deg=0.000]
Ep 017/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:32,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:30,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.800, deg=0.000]
Ep 017/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:27,  1.51s/it, loss=0.003, mat=0.004, sens=0.800, deg=0.000]
Ep 017/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:27,  1.51s/it, loss=0.002, mat=0.003, sens=1.381, deg=0.000]
Ep 017/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:26,  1.51s/it, loss=0.002, mat=0.003, sens=1.381, deg=0.000]
Ep 017/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:23,  1.51s/it, loss=0.002, mat=0.004, sens=2.289, deg=0.000]
Ep 017/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:21,  1.51s/it, loss=0.002, mat=0.004, sens=2.289, deg=0.000]
Ep 017/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:19,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:19,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:17,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:17,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:16,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  36%|█▍  | 95/264 [02:24<04:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:15,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:13,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:13,  1.51s/it, loss=0.003, mat=0.004, sens=0.963, deg=0.000]
Ep 017/100 [S2:+mat]:  37%|█▍  | 97/264 [02:27<04:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.963, deg=0.000]
Ep 017/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  38%|█▌  | 99/264 [02:30<04:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:09,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:11,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:11,  1.53s/it, loss=0.004, mat=0.003, sens=2.883, deg=0.000]
Ep 017/100 [S2:+mat]:  38%|█▏ | 101/264 [02:33<04:08,  1.53s/it, loss=0.004, mat=0.003, sens=2.883, deg=0.000]
Ep 017/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:08,  1.53s/it, loss=0.003, mat=0.003, sens=1.137, deg=0.000]
Ep 017/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:06,  1.52s/it, loss=0.003, mat=0.003, sens=1.137, deg=0.000]
Ep 017/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:06,  1.52s/it, loss=0.002, mat=0.004, sens=3.754, deg=0.000]
Ep 017/100 [S2:+mat]:  39%|█▏ | 103/264 [02:36<04:04,  1.52s/it, loss=0.002, mat=0.004, sens=3.754, deg=0.000]
Ep 017/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:04,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  39%|█▏ | 104/264 [02:38<04:02,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  40%|█▏ | 105/264 [02:39<04:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.808, deg=0.000]
Ep 017/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<04:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.808, deg=0.000]
Ep 017/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:01,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  41%|█▏ | 107/264 [02:42<03:59,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.810, deg=0.000]
Ep 017/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.810, deg=0.000]
Ep 017/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  41%|█▏ | 109/264 [02:45<03:55,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:55,  1.52s/it, loss=0.004, mat=0.003, sens=0.927, deg=0.000]
Ep 017/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:53,  1.52s/it, loss=0.004, mat=0.003, sens=0.927, deg=0.000]
Ep 017/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:53,  1.52s/it, loss=0.003, mat=0.005, sens=1.300, deg=0.000]
Ep 017/100 [S2:+mat]:  42%|█▎ | 111/264 [02:48<03:51,  1.52s/it, loss=0.003, mat=0.005, sens=1.300, deg=0.000]
Ep 017/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:51,  1.52s/it, loss=0.002, mat=0.003, sens=1.764, deg=0.000]
Ep 017/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:50,  1.52s/it, loss=0.002, mat=0.003, sens=1.764, deg=0.000]
Ep 017/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:50,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  43%|█▎ | 113/264 [02:51<03:48,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:48,  1.51s/it, loss=0.003, mat=0.003, sens=3.467, deg=0.000]
Ep 017/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:46,  1.51s/it, loss=0.003, mat=0.003, sens=3.467, deg=0.000]
Ep 017/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:46,  1.51s/it, loss=0.002, mat=0.004, sens=0.950, deg=0.000]
Ep 017/100 [S2:+mat]:  44%|█▎ | 115/264 [02:55<03:48,  1.53s/it, loss=0.002, mat=0.004, sens=0.950, deg=0.000]
Ep 017/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=3.858, deg=0.000]
Ep 017/100 [S2:+mat]:  44%|█▎ | 116/264 [02:56<03:46,  1.53s/it, loss=0.002, mat=0.003, sens=3.858, deg=0.000]
Ep 017/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:46,  1.53s/it, loss=0.002, mat=0.003, sens=2.516, deg=0.000]
Ep 017/100 [S2:+mat]:  44%|█▎ | 117/264 [02:58<03:43,  1.52s/it, loss=0.002, mat=0.003, sens=2.516, deg=0.000]
Ep 017/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:43,  1.52s/it, loss=0.003, mat=0.005, sens=2.571, deg=0.000]
Ep 017/100 [S2:+mat]:  45%|█▎ | 118/264 [02:59<03:41,  1.52s/it, loss=0.003, mat=0.005, sens=2.571, deg=0.000]
Ep 017/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:41,  1.52s/it, loss=0.003, mat=0.004, sens=2.199, deg=0.000]
Ep 017/100 [S2:+mat]:  45%|█▎ | 119/264 [03:01<03:39,  1.51s/it, loss=0.003, mat=0.004, sens=2.199, deg=0.000]
Ep 017/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:39,  1.51s/it, loss=0.002, mat=0.003, sens=1.262, deg=0.000]
Ep 017/100 [S2:+mat]:  45%|█▎ | 120/264 [03:02<03:37,  1.51s/it, loss=0.002, mat=0.003, sens=1.262, deg=0.000]
Ep 017/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:37,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  46%|█▍ | 121/264 [03:04<03:36,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  46%|█▍ | 122/264 [03:05<03:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:34,  1.51s/it, loss=0.004, mat=0.005, sens=0.809, deg=0.000]
Ep 017/100 [S2:+mat]:  47%|█▍ | 123/264 [03:07<03:33,  1.51s/it, loss=0.004, mat=0.005, sens=0.809, deg=0.000]
Ep 017/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  47%|█▍ | 124/264 [03:08<03:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:31,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  47%|█▍ | 125/264 [03:10<03:30,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:30,  1.51s/it, loss=0.004, mat=0.004, sens=1.893, deg=0.000]
Ep 017/100 [S2:+mat]:  48%|█▍ | 126/264 [03:11<03:28,  1.51s/it, loss=0.004, mat=0.004, sens=1.893, deg=0.000]
Ep 017/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:28,  1.51s/it, loss=0.003, mat=0.003, sens=0.986, deg=0.000]
Ep 017/100 [S2:+mat]:  48%|█▍ | 127/264 [03:13<03:30,  1.53s/it, loss=0.003, mat=0.003, sens=0.986, deg=0.000]
Ep 017/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:30,  1.53s/it, loss=0.002, mat=0.003, sens=1.961, deg=0.000]
Ep 017/100 [S2:+mat]:  48%|█▍ | 128/264 [03:14<03:27,  1.53s/it, loss=0.002, mat=0.003, sens=1.961, deg=0.000]
Ep 017/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:24,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:24,  1.52s/it, loss=0.005, mat=0.004, sens=0.980, deg=0.000]
Ep 017/100 [S2:+mat]:  49%|█▍ | 130/264 [03:17<03:22,  1.51s/it, loss=0.005, mat=0.004, sens=0.980, deg=0.000]
Ep 017/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:22,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:22,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:22,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  50%|█▌ | 132/264 [03:20<03:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.813, deg=0.000]
Ep 017/100 [S2:+mat]:  50%|█▌ | 133/264 [03:22<03:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.813, deg=0.000]
Ep 017/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:19,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  51%|█▌ | 134/264 [03:23<03:17,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 017/100 [S2:+mat]:  51%|█▌ | 135/264 [03:25<03:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 017/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:15,  1.51s/it, loss=0.002, mat=0.003, sens=2.987, deg=0.000]
Ep 017/100 [S2:+mat]:  52%|█▌ | 136/264 [03:26<03:13,  1.51s/it, loss=0.002, mat=0.003, sens=2.987, deg=0.000]
Ep 017/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:13,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  52%|█▌ | 137/264 [03:28<03:11,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:11,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  52%|█▌ | 138/264 [03:29<03:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:10,  1.51s/it, loss=0.003, mat=0.004, sens=1.901, deg=0.000]
Ep 017/100 [S2:+mat]:  53%|█▌ | 139/264 [03:31<03:08,  1.51s/it, loss=0.003, mat=0.004, sens=1.901, deg=0.000]
Ep 017/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:08,  1.51s/it, loss=0.004, mat=0.004, sens=0.826, deg=0.000]
Ep 017/100 [S2:+mat]:  53%|█▌ | 140/264 [03:32<03:07,  1.51s/it, loss=0.004, mat=0.004, sens=0.826, deg=0.000]
Ep 017/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  53%|█▌ | 141/264 [03:34<03:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:05,  1.51s/it, loss=0.003, mat=0.003, sens=1.125, deg=0.000]
Ep 017/100 [S2:+mat]:  54%|█▌ | 142/264 [03:35<03:04,  1.51s/it, loss=0.003, mat=0.003, sens=1.125, deg=0.000]
Ep 017/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.849, deg=0.000]
Ep 017/100 [S2:+mat]:  54%|█▋ | 143/264 [03:37<03:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.849, deg=0.000]
Ep 017/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  55%|█▋ | 144/264 [03:38<03:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  55%|█▋ | 145/264 [03:40<02:59,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<02:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  55%|█▋ | 146/264 [03:42<03:00,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<03:00,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  56%|█▋ | 147/264 [03:43<02:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:58,  1.52s/it, loss=0.003, mat=0.004, sens=0.803, deg=0.000]
Ep 017/100 [S2:+mat]:  56%|█▋ | 148/264 [03:45<02:56,  1.52s/it, loss=0.003, mat=0.004, sens=0.803, deg=0.000]
Ep 017/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:56,  1.52s/it, loss=0.003, mat=0.005, sens=0.825, deg=0.000]
Ep 017/100 [S2:+mat]:  56%|█▋ | 149/264 [03:46<02:54,  1.52s/it, loss=0.003, mat=0.005, sens=0.825, deg=0.000]
Ep 017/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  57%|█▋ | 150/264 [03:48<02:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:52,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  57%|█▋ | 151/264 [03:49<02:50,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.814, deg=0.000]
Ep 017/100 [S2:+mat]:  58%|█▋ | 152/264 [03:51<02:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.814, deg=0.000]
Ep 017/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:48,  1.51s/it, loss=0.002, mat=0.003, sens=1.795, deg=0.000]
Ep 017/100 [S2:+mat]:  58%|█▋ | 153/264 [03:52<02:47,  1.51s/it, loss=0.002, mat=0.003, sens=1.795, deg=0.000]
Ep 017/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:47,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  58%|█▊ | 154/264 [03:54<02:45,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:45,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  59%|█▊ | 155/264 [03:55<02:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  59%|█▊ | 156/264 [03:57<02:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  59%|█▊ | 157/264 [03:58<02:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=1.792, deg=0.000]
Ep 017/100 [S2:+mat]:  60%|█▊ | 158/264 [04:00<02:40,  1.51s/it, loss=0.002, mat=0.003, sens=1.792, deg=0.000]
Ep 017/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:40,  1.51s/it, loss=0.004, mat=0.004, sens=2.181, deg=0.000]
Ep 017/100 [S2:+mat]:  60%|█▊ | 159/264 [04:01<02:38,  1.51s/it, loss=0.004, mat=0.004, sens=2.181, deg=0.000]
Ep 017/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:38,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  61%|█▊ | 160/264 [04:03<02:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  61%|█▊ | 161/264 [04:04<02:36,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:36,  1.52s/it, loss=0.004, mat=0.003, sens=2.290, deg=0.000]
Ep 017/100 [S2:+mat]:  61%|█▊ | 162/264 [04:06<02:34,  1.52s/it, loss=0.004, mat=0.003, sens=2.290, deg=0.000]
Ep 017/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.875, deg=0.000]
Ep 017/100 [S2:+mat]:  62%|█▊ | 163/264 [04:07<02:33,  1.52s/it, loss=0.003, mat=0.003, sens=0.875, deg=0.000]
Ep 017/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  62%|█▊ | 164/264 [04:09<02:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:31,  1.51s/it, loss=0.002, mat=0.004, sens=1.289, deg=0.000]
Ep 017/100 [S2:+mat]:  62%|█▉ | 165/264 [04:10<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=1.289, deg=0.000]
Ep 017/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:30,  1.52s/it, loss=0.002, mat=0.003, sens=2.873, deg=0.000]
Ep 017/100 [S2:+mat]:  63%|█▉ | 166/264 [04:12<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=2.873, deg=0.000]
Ep 017/100 [S2:+mat]:  63%|█▉ | 166/264 [04:13<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.975, deg=0.000]
Ep 017/100 [S2:+mat]:  63%|█▉ | 167/264 [04:13<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.975, deg=0.000]
Ep 017/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  64%|█▉ | 168/264 [04:15<02:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  64%|█▉ | 168/264 [04:16<02:25,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  64%|█▉ | 169/264 [04:16<02:23,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:23,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  64%|█▉ | 170/264 [04:18<02:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  64%|█▉ | 170/264 [04:19<02:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  65%|█▉ | 171/264 [04:19<02:20,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:20,  1.51s/it, loss=0.002, mat=0.004, sens=3.136, deg=0.000]
Ep 017/100 [S2:+mat]:  65%|█▉ | 172/264 [04:21<02:21,  1.53s/it, loss=0.002, mat=0.004, sens=3.136, deg=0.000]
Ep 017/100 [S2:+mat]:  65%|█▉ | 172/264 [04:22<02:21,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  66%|█▉ | 173/264 [04:22<02:18,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:18,  1.53s/it, loss=0.004, mat=0.005, sens=2.386, deg=0.002]
Ep 017/100 [S2:+mat]:  66%|█▉ | 174/264 [04:24<02:16,  1.52s/it, loss=0.004, mat=0.005, sens=2.386, deg=0.002]
Ep 017/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:16,  1.52s/it, loss=0.002, mat=0.004, sens=3.071, deg=0.000]
Ep 017/100 [S2:+mat]:  66%|█▉ | 175/264 [04:26<02:15,  1.52s/it, loss=0.002, mat=0.004, sens=3.071, deg=0.000]
Ep 017/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:15,  1.52s/it, loss=0.004, mat=0.004, sens=1.017, deg=0.000]
Ep 017/100 [S2:+mat]:  67%|██ | 176/264 [04:27<02:13,  1.52s/it, loss=0.004, mat=0.004, sens=1.017, deg=0.000]
Ep 017/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  67%|██ | 177/264 [04:29<02:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:11,  1.51s/it, loss=0.003, mat=0.004, sens=3.783, deg=0.000]
Ep 017/100 [S2:+mat]:  67%|██ | 178/264 [04:30<02:09,  1.51s/it, loss=0.003, mat=0.004, sens=3.783, deg=0.000]
Ep 017/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:09,  1.51s/it, loss=0.003, mat=0.004, sens=2.785, deg=0.000]
Ep 017/100 [S2:+mat]:  68%|██ | 179/264 [04:32<02:09,  1.52s/it, loss=0.003, mat=0.004, sens=2.785, deg=0.000]
Ep 017/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.789, deg=0.000]
Ep 017/100 [S2:+mat]:  68%|██ | 180/264 [04:33<02:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.789, deg=0.000]
Ep 017/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:07,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  69%|██ | 181/264 [04:35<02:05,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  69%|██ | 182/264 [04:36<02:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:04,  1.51s/it, loss=0.002, mat=0.003, sens=3.522, deg=0.000]
Ep 017/100 [S2:+mat]:  69%|██ | 183/264 [04:38<02:02,  1.51s/it, loss=0.002, mat=0.003, sens=3.522, deg=0.000]
Ep 017/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  70%|██ | 184/264 [04:39<02:01,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  70%|██ | 185/264 [04:41<01:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  70%|██ | 185/264 [04:42<01:59,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  70%|██ | 186/264 [04:42<01:57,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:57,  1.51s/it, loss=0.002, mat=0.003, sens=2.308, deg=0.000]
Ep 017/100 [S2:+mat]:  71%|██▏| 187/264 [04:44<01:56,  1.51s/it, loss=0.002, mat=0.003, sens=2.308, deg=0.000]
Ep 017/100 [S2:+mat]:  71%|██▏| 187/264 [04:45<01:56,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  71%|██▏| 188/264 [04:45<01:54,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  72%|██▏| 189/264 [04:47<01:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  72%|██▏| 189/264 [04:48<01:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  72%|██▏| 190/264 [04:48<01:53,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:53,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  72%|██▏| 191/264 [04:50<01:51,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  72%|██▏| 191/264 [04:51<01:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.952, deg=0.000]
Ep 017/100 [S2:+mat]:  73%|██▏| 192/264 [04:51<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.952, deg=0.000]
Ep 017/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=1.795, deg=0.000]
Ep 017/100 [S2:+mat]:  73%|██▏| 193/264 [04:53<01:47,  1.52s/it, loss=0.002, mat=0.003, sens=1.795, deg=0.000]
Ep 017/100 [S2:+mat]:  73%|██▏| 193/264 [04:54<01:47,  1.52s/it, loss=0.005, mat=0.004, sens=0.948, deg=0.000]
Ep 017/100 [S2:+mat]:  73%|██▏| 194/264 [04:54<01:46,  1.51s/it, loss=0.005, mat=0.004, sens=0.948, deg=0.000]
Ep 017/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:46,  1.51s/it, loss=0.004, mat=0.004, sens=2.182, deg=0.000]
Ep 017/100 [S2:+mat]:  74%|██▏| 195/264 [04:56<01:44,  1.52s/it, loss=0.004, mat=0.004, sens=2.182, deg=0.000]
Ep 017/100 [S2:+mat]:  74%|██▏| 195/264 [04:57<01:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.867, deg=0.000]
Ep 017/100 [S2:+mat]:  74%|██▏| 196/264 [04:57<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.867, deg=0.000]
Ep 017/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  75%|██▏| 197/264 [04:59<01:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  75%|██▏| 197/264 [05:00<01:41,  1.51s/it, loss=0.003, mat=0.004, sens=1.860, deg=0.000]
Ep 017/100 [S2:+mat]:  75%|██▎| 198/264 [05:00<01:39,  1.51s/it, loss=0.003, mat=0.004, sens=1.860, deg=0.000]
Ep 017/100 [S2:+mat]:  75%|██▎| 198/264 [05:02<01:39,  1.51s/it, loss=0.003, mat=0.004, sens=1.813, deg=0.000]
Ep 017/100 [S2:+mat]:  75%|██▎| 199/264 [05:02<01:38,  1.51s/it, loss=0.003, mat=0.004, sens=1.813, deg=0.000]
Ep 017/100 [S2:+mat]:  75%|██▎| 199/264 [05:03<01:38,  1.51s/it, loss=0.002, mat=0.003, sens=1.011, deg=0.000]
Ep 017/100 [S2:+mat]:  76%|██▎| 200/264 [05:03<01:36,  1.51s/it, loss=0.002, mat=0.003, sens=1.011, deg=0.000]
Ep 017/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:36,  1.51s/it, loss=0.003, mat=0.004, sens=1.078, deg=0.000]
Ep 017/100 [S2:+mat]:  76%|██▎| 201/264 [05:05<01:35,  1.51s/it, loss=0.003, mat=0.004, sens=1.078, deg=0.000]
Ep 017/100 [S2:+mat]:  76%|██▎| 201/264 [05:06<01:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  77%|██▎| 202/264 [05:06<01:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  77%|██▎| 203/264 [05:08<01:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  77%|██▎| 203/264 [05:09<01:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  77%|██▎| 204/264 [05:09<01:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  78%|██▎| 205/264 [05:11<01:30,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:30,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  78%|██▎| 206/264 [05:13<01:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:28,  1.53s/it, loss=0.002, mat=0.004, sens=0.806, deg=0.000]
Ep 017/100 [S2:+mat]:  78%|██▎| 207/264 [05:14<01:26,  1.52s/it, loss=0.002, mat=0.004, sens=0.806, deg=0.000]
Ep 017/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  79%|██▎| 208/264 [05:16<01:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:25,  1.52s/it, loss=0.003, mat=0.004, sens=1.402, deg=0.000]
Ep 017/100 [S2:+mat]:  79%|██▍| 209/264 [05:17<01:23,  1.52s/it, loss=0.003, mat=0.004, sens=1.402, deg=0.000]
Ep 017/100 [S2:+mat]:  79%|██▍| 209/264 [05:19<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=1.921, deg=0.000]
Ep 017/100 [S2:+mat]:  80%|██▍| 210/264 [05:19<01:21,  1.52s/it, loss=0.002, mat=0.003, sens=1.921, deg=0.000]
Ep 017/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:21,  1.52s/it, loss=0.002, mat=0.003, sens=1.102, deg=0.000]
Ep 017/100 [S2:+mat]:  80%|██▍| 211/264 [05:20<01:20,  1.51s/it, loss=0.002, mat=0.003, sens=1.102, deg=0.000]
Ep 017/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:20,  1.51s/it, loss=0.002, mat=0.003, sens=1.351, deg=0.000]
Ep 017/100 [S2:+mat]:  80%|██▍| 212/264 [05:22<01:18,  1.51s/it, loss=0.002, mat=0.003, sens=1.351, deg=0.000]
Ep 017/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  81%|██▍| 213/264 [05:23<01:17,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:17,  1.51s/it, loss=0.004, mat=0.003, sens=0.959, deg=0.000]
Ep 017/100 [S2:+mat]:  81%|██▍| 214/264 [05:25<01:15,  1.51s/it, loss=0.004, mat=0.003, sens=0.959, deg=0.000]
Ep 017/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  81%|██▍| 215/264 [05:26<01:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  81%|██▍| 215/264 [05:28<01:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  82%|██▍| 216/264 [05:28<01:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  82%|██▍| 217/264 [05:29<01:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  82%|██▍| 217/264 [05:31<01:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.788, deg=0.000]
Ep 017/100 [S2:+mat]:  83%|██▍| 218/264 [05:31<01:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.788, deg=0.000]
Ep 017/100 [S2:+mat]:  83%|██▍| 218/264 [05:32<01:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  83%|██▍| 219/264 [05:32<01:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  83%|██▍| 219/264 [05:34<01:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.803, deg=0.000]
Ep 017/100 [S2:+mat]:  83%|██▌| 220/264 [05:34<01:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.803, deg=0.000]
Ep 017/100 [S2:+mat]:  83%|██▌| 220/264 [05:35<01:06,  1.52s/it, loss=0.002, mat=0.004, sens=1.640, deg=0.000]
Ep 017/100 [S2:+mat]:  84%|██▌| 221/264 [05:35<01:05,  1.52s/it, loss=0.002, mat=0.004, sens=1.640, deg=0.000]
Ep 017/100 [S2:+mat]:  84%|██▌| 221/264 [05:37<01:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  84%|██▌| 222/264 [05:37<01:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  84%|██▌| 222/264 [05:38<01:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  84%|██▌| 223/264 [05:38<01:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  84%|██▌| 223/264 [05:40<01:01,  1.51s/it, loss=0.003, mat=0.004, sens=1.458, deg=0.000]
Ep 017/100 [S2:+mat]:  85%|██▌| 224/264 [05:40<01:00,  1.51s/it, loss=0.003, mat=0.004, sens=1.458, deg=0.000]
Ep 017/100 [S2:+mat]:  85%|██▌| 224/264 [05:41<01:00,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  85%|██▌| 225/264 [05:41<00:58,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  85%|██▌| 225/264 [05:43<00:58,  1.51s/it, loss=0.002, mat=0.003, sens=3.122, deg=0.000]
Ep 017/100 [S2:+mat]:  86%|██▌| 226/264 [05:43<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=3.122, deg=0.000]
Ep 017/100 [S2:+mat]:  86%|██▌| 226/264 [05:44<00:57,  1.51s/it, loss=0.002, mat=0.002, sens=1.121, deg=0.000]
Ep 017/100 [S2:+mat]:  86%|██▌| 227/264 [05:44<00:55,  1.51s/it, loss=0.002, mat=0.002, sens=1.121, deg=0.000]
Ep 017/100 [S2:+mat]:  86%|██▌| 227/264 [05:46<00:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.798, deg=0.000]
Ep 017/100 [S2:+mat]:  86%|██▌| 228/264 [05:46<00:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.798, deg=0.000]
Ep 017/100 [S2:+mat]:  86%|██▌| 228/264 [05:47<00:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.979, deg=0.000]
Ep 017/100 [S2:+mat]:  87%|██▌| 229/264 [05:47<00:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.979, deg=0.000]
Ep 017/100 [S2:+mat]:  87%|██▌| 229/264 [05:49<00:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.877, deg=0.000]
Ep 017/100 [S2:+mat]:  87%|██▌| 230/264 [05:49<00:51,  1.52s/it, loss=0.003, mat=0.004, sens=0.877, deg=0.000]
Ep 017/100 [S2:+mat]:  87%|██▌| 230/264 [05:50<00:51,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  88%|██▋| 231/264 [05:50<00:49,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  88%|██▋| 231/264 [05:52<00:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  88%|██▋| 232/264 [05:52<00:48,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  88%|██▋| 232/264 [05:53<00:48,  1.51s/it, loss=0.003, mat=0.003, sens=0.818, deg=0.000]
Ep 017/100 [S2:+mat]:  88%|██▋| 233/264 [05:53<00:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.818, deg=0.000]
Ep 017/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  89%|██▋| 234/264 [05:55<00:45,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  89%|██▋| 234/264 [05:56<00:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  89%|██▋| 235/264 [05:56<00:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:43,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  89%|██▋| 236/264 [05:58<00:42,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  89%|██▋| 236/264 [06:00<00:42,  1.53s/it, loss=0.004, mat=0.004, sens=1.093, deg=0.000]
Ep 017/100 [S2:+mat]:  90%|██▋| 237/264 [06:00<00:41,  1.53s/it, loss=0.004, mat=0.004, sens=1.093, deg=0.000]
Ep 017/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  90%|██▋| 238/264 [06:01<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  90%|██▋| 238/264 [06:03<00:39,  1.52s/it, loss=0.003, mat=0.004, sens=1.771, deg=0.000]
Ep 017/100 [S2:+mat]:  91%|██▋| 239/264 [06:03<00:37,  1.52s/it, loss=0.003, mat=0.004, sens=1.771, deg=0.000]
Ep 017/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:37,  1.52s/it, loss=0.005, mat=0.004, sens=1.230, deg=0.000]
Ep 017/100 [S2:+mat]:  91%|██▋| 240/264 [06:04<00:36,  1.52s/it, loss=0.005, mat=0.004, sens=1.230, deg=0.000]
Ep 017/100 [S2:+mat]:  91%|██▋| 240/264 [06:06<00:36,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  91%|██▋| 241/264 [06:06<00:34,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:34,  1.52s/it, loss=0.004, mat=0.003, sens=0.809, deg=0.000]
Ep 017/100 [S2:+mat]:  92%|██▊| 242/264 [06:07<00:33,  1.51s/it, loss=0.004, mat=0.003, sens=0.809, deg=0.000]
Ep 017/100 [S2:+mat]:  92%|██▊| 242/264 [06:09<00:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.814, deg=0.000]
Ep 017/100 [S2:+mat]:  92%|██▊| 243/264 [06:09<00:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.814, deg=0.000]
Ep 017/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  92%|██▊| 244/264 [06:10<00:30,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  92%|██▊| 244/264 [06:12<00:30,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  93%|██▊| 245/264 [06:12<00:28,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.002, mat=0.003, sens=1.176, deg=0.000]
Ep 017/100 [S2:+mat]:  93%|██▊| 246/264 [06:13<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=1.176, deg=0.000]
Ep 017/100 [S2:+mat]:  93%|██▊| 246/264 [06:15<00:27,  1.51s/it, loss=0.004, mat=0.004, sens=0.899, deg=0.000]
Ep 017/100 [S2:+mat]:  94%|██▊| 247/264 [06:15<00:25,  1.51s/it, loss=0.004, mat=0.004, sens=0.899, deg=0.000]
Ep 017/100 [S2:+mat]:  94%|██▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.004, mat=0.003, sens=0.956, deg=0.000]
Ep 017/100 [S2:+mat]:  94%|██▊| 248/264 [06:16<00:24,  1.51s/it, loss=0.004, mat=0.003, sens=0.956, deg=0.000]
Ep 017/100 [S2:+mat]:  94%|██▊| 248/264 [06:18<00:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  94%|██▊| 249/264 [06:18<00:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  94%|██▊| 249/264 [06:19<00:22,  1.51s/it, loss=0.003, mat=0.003, sens=0.863, deg=0.000]
Ep 017/100 [S2:+mat]:  95%|██▊| 250/264 [06:19<00:21,  1.53s/it, loss=0.003, mat=0.003, sens=0.863, deg=0.000]
Ep 017/100 [S2:+mat]:  95%|██▊| 250/264 [06:21<00:21,  1.53s/it, loss=0.003, mat=0.004, sens=0.822, deg=0.000]
Ep 017/100 [S2:+mat]:  95%|██▊| 251/264 [06:21<00:19,  1.53s/it, loss=0.003, mat=0.004, sens=0.822, deg=0.000]
Ep 017/100 [S2:+mat]:  95%|██▊| 251/264 [06:22<00:19,  1.53s/it, loss=0.003, mat=0.004, sens=3.076, deg=0.000]
Ep 017/100 [S2:+mat]:  95%|██▊| 252/264 [06:22<00:18,  1.53s/it, loss=0.003, mat=0.004, sens=3.076, deg=0.000]
Ep 017/100 [S2:+mat]:  95%|██▊| 252/264 [06:24<00:18,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  96%|██▉| 253/264 [06:24<00:16,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  96%|██▉| 253/264 [06:25<00:16,  1.53s/it, loss=0.003, mat=0.003, sens=2.376, deg=0.000]
Ep 017/100 [S2:+mat]:  96%|██▉| 254/264 [06:25<00:15,  1.52s/it, loss=0.003, mat=0.003, sens=2.376, deg=0.000]
Ep 017/100 [S2:+mat]:  96%|██▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.003, mat=0.003, sens=1.047, deg=0.000]
Ep 017/100 [S2:+mat]:  97%|██▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.003, mat=0.003, sens=1.047, deg=0.000]
Ep 017/100 [S2:+mat]:  97%|██▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  97%|██▉| 256/264 [06:28<00:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  97%|██▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  97%|██▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  97%|██▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  98%|██▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  98%|██▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=1.042, deg=0.000]
Ep 017/100 [S2:+mat]:  98%|██▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.002, mat=0.003, sens=1.042, deg=0.000]
Ep 017/100 [S2:+mat]:  98%|██▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.003, mat=0.003, sens=0.805, deg=0.000]
Ep 017/100 [S2:+mat]:  98%|██▉| 260/264 [06:34<00:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.805, deg=0.000]
Ep 017/100 [S2:+mat]:  98%|██▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.813, deg=0.000]
Ep 017/100 [S2:+mat]:  99%|██▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.813, deg=0.000]
Ep 017/100 [S2:+mat]:  99%|██▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  99%|██▉| 262/264 [06:38<00:03,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]:  99%|██▉| 262/264 [06:39<00:03,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]: 100%|██▉| 263/264 [06:39<00:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]: 100%|██▉| 263/264 [06:41<00:01,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 017/100 [S2:+mat]: 100%|███| 264/264 [06:41<00:00,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 017/100 [S2:+mat]  loss=0.0027  mat=0.0036  sens=0.8373  deg=0.0001  orth=0.0009  α=0.5 β=0.0 γ=0.5  401s

Ep 018/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 018/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.003, mat=0.004, sens=2.572, deg=0.000]
Ep 018/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:04,  2.07s/it, loss=0.003, mat=0.004, sens=2.572, deg=0.000]
Ep 018/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:04,  2.07s/it, loss=0.004, mat=0.005, sens=1.119, deg=0.000]
Ep 018/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:34,  1.74s/it, loss=0.004, mat=0.005, sens=1.119, deg=0.000]
Ep 018/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:34,  1.74s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:05,  1.63s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:05,  1.63s/it, loss=0.003, mat=0.003, sens=0.826, deg=0.000]
Ep 018/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:51,  1.58s/it, loss=0.003, mat=0.003, sens=0.826, deg=0.000]
Ep 018/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:51,  1.58s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:42,  1.56s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:42,  1.56s/it, loss=0.002, mat=0.002, sens=0.940, deg=0.000]
Ep 018/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:37,  1.54s/it, loss=0.002, mat=0.002, sens=0.940, deg=0.000]
Ep 018/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:37,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:29,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:29,  1.52s/it, loss=0.003, mat=0.004, sens=2.496, deg=0.000]
Ep 018/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:26,  1.52s/it, loss=0.003, mat=0.004, sens=2.496, deg=0.000]
Ep 018/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:33,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:33,  1.55s/it, loss=0.002, mat=0.003, sens=1.189, deg=0.000]
Ep 018/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:28,  1.54s/it, loss=0.002, mat=0.003, sens=1.189, deg=0.000]
Ep 018/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:28,  1.54s/it, loss=0.003, mat=0.004, sens=0.806, deg=0.000]
Ep 018/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:27,  1.54s/it, loss=0.003, mat=0.004, sens=0.806, deg=0.000]
Ep 018/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:20,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:17,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:15,  1.51s/it, loss=0.003, mat=0.004, sens=2.178, deg=0.000]
Ep 018/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:13,  1.51s/it, loss=0.003, mat=0.004, sens=2.178, deg=0.000]
Ep 018/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:13,  1.51s/it, loss=0.002, mat=0.003, sens=1.106, deg=0.000]
Ep 018/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:11,  1.51s/it, loss=0.002, mat=0.003, sens=1.106, deg=0.000]
Ep 018/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:07,  1.51s/it, loss=0.003, mat=0.003, sens=1.320, deg=0.000]
Ep 018/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:06,  1.51s/it, loss=0.003, mat=0.003, sens=1.320, deg=0.000]
Ep 018/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.887, deg=0.000]
Ep 018/100 [S2:+mat]:   8%|▎   | 22/264 [00:33<06:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.887, deg=0.000]
Ep 018/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:05,  1.51s/it, loss=0.002, mat=0.003, sens=3.064, deg=0.000]
Ep 018/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:03,  1.51s/it, loss=0.002, mat=0.003, sens=3.064, deg=0.000]
Ep 018/100 [S2:+mat]:   9%|▎   | 23/264 [00:36<06:03,  1.51s/it, loss=0.002, mat=0.003, sens=1.132, deg=0.000]
Ep 018/100 [S2:+mat]:   9%|▎   | 24/264 [00:36<06:02,  1.51s/it, loss=0.002, mat=0.003, sens=1.132, deg=0.000]
Ep 018/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:   9%|▍   | 25/264 [00:39<06:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  10%|▍   | 26/264 [00:39<05:59,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<05:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<05:58,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  10%|▍   | 27/264 [00:42<05:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  11%|▍   | 28/264 [00:42<05:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:57,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<06:00,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<06:00,  1.53s/it, loss=0.004, mat=0.005, sens=0.877, deg=0.000]
Ep 018/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:57,  1.53s/it, loss=0.004, mat=0.005, sens=0.877, deg=0.000]
Ep 018/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:57,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:54,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:52,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:52,  1.52s/it, loss=0.003, mat=0.004, sens=1.992, deg=0.000]
Ep 018/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:49,  1.51s/it, loss=0.003, mat=0.004, sens=1.992, deg=0.000]
Ep 018/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:48,  1.52s/it, loss=0.003, mat=0.005, sens=1.889, deg=0.000]
Ep 018/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:47,  1.52s/it, loss=0.003, mat=0.005, sens=1.889, deg=0.000]
Ep 018/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:47,  1.52s/it, loss=0.003, mat=0.005, sens=2.565, deg=0.000]
Ep 018/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:47,  1.52s/it, loss=0.003, mat=0.005, sens=2.565, deg=0.000]
Ep 018/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:47,  1.52s/it, loss=0.003, mat=0.003, sens=0.928, deg=0.000]
Ep 018/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:45,  1.52s/it, loss=0.003, mat=0.003, sens=0.928, deg=0.000]
Ep 018/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:45,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.003]
Ep 018/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:43,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.003]
Ep 018/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:43,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:40,  1.52s/it, loss=0.002, mat=0.004, sens=1.115, deg=0.000]
Ep 018/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:38,  1.51s/it, loss=0.002, mat=0.004, sens=1.115, deg=0.000]
Ep 018/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:38,  1.51s/it, loss=0.003, mat=0.004, sens=0.806, deg=0.000]
Ep 018/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:37,  1.51s/it, loss=0.003, mat=0.004, sens=0.806, deg=0.000]
Ep 018/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:37,  1.51s/it, loss=0.003, mat=0.004, sens=0.788, deg=0.000]
Ep 018/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:36,  1.51s/it, loss=0.003, mat=0.004, sens=0.788, deg=0.000]
Ep 018/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:38,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:38,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:33,  1.52s/it, loss=0.003, mat=0.004, sens=0.897, deg=0.000]
Ep 018/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.897, deg=0.000]
Ep 018/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:30,  1.52s/it, loss=0.004, mat=0.003, sens=3.473, deg=0.000]
Ep 018/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:28,  1.51s/it, loss=0.004, mat=0.003, sens=3.473, deg=0.000]
Ep 018/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 018/100 [S2:+mat]:  19%|▋   | 49/264 [01:14<05:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 018/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:25,  1.51s/it, loss=0.006, mat=0.003, sens=0.881, deg=0.000]
Ep 018/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:23,  1.51s/it, loss=0.006, mat=0.003, sens=0.881, deg=0.000]
Ep 018/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.798, deg=0.000]
Ep 018/100 [S2:+mat]:  19%|▊   | 51/264 [01:17<05:23,  1.52s/it, loss=0.003, mat=0.003, sens=0.798, deg=0.000]
Ep 018/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:23,  1.52s/it, loss=0.003, mat=0.003, sens=1.089, deg=0.000]
Ep 018/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:21,  1.52s/it, loss=0.003, mat=0.003, sens=1.089, deg=0.000]
Ep 018/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:21,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  20%|▊   | 53/264 [01:20<05:19,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:19,  1.51s/it, loss=0.026, mat=0.003, sens=0.939, deg=0.000]
Ep 018/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:17,  1.51s/it, loss=0.026, mat=0.003, sens=0.939, deg=0.000]
Ep 018/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:17,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  21%|▊   | 55/264 [01:23<05:20,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:20,  1.53s/it, loss=0.003, mat=0.004, sens=1.016, deg=0.000]
Ep 018/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:17,  1.53s/it, loss=0.003, mat=0.004, sens=1.016, deg=0.000]
Ep 018/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:17,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:12,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:10,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:09,  1.52s/it, loss=0.002, mat=0.003, sens=1.732, deg=0.000]
Ep 018/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:08,  1.52s/it, loss=0.002, mat=0.003, sens=1.732, deg=0.000]
Ep 018/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:06,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:05,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:05,  1.52s/it, loss=0.002, mat=0.004, sens=0.827, deg=0.000]
Ep 018/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:03,  1.52s/it, loss=0.002, mat=0.004, sens=0.827, deg=0.000]
Ep 018/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:03,  1.52s/it, loss=0.002, mat=0.003, sens=1.183, deg=0.000]
Ep 018/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:01,  1.52s/it, loss=0.002, mat=0.003, sens=1.183, deg=0.000]
Ep 018/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  25%|█   | 66/264 [01:40<04:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  25%|█   | 66/264 [01:42<04:59,  1.51s/it, loss=0.004, mat=0.003, sens=1.755, deg=0.000]
Ep 018/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:57,  1.51s/it, loss=0.004, mat=0.003, sens=1.755, deg=0.000]
Ep 018/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  26%|█   | 68/264 [01:43<04:56,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:56,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:54,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:54,  1.51s/it, loss=0.002, mat=0.004, sens=0.799, deg=0.000]
Ep 018/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:53,  1.51s/it, loss=0.002, mat=0.004, sens=0.799, deg=0.000]
Ep 018/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:53,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:51,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:51,  1.51s/it, loss=0.003, mat=0.005, sens=1.436, deg=0.000]
Ep 018/100 [S2:+mat]:  27%|█   | 72/264 [01:49<04:50,  1.51s/it, loss=0.003, mat=0.005, sens=1.436, deg=0.000]
Ep 018/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:50,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:52,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:52,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  28%|█   | 74/264 [01:52<04:49,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:49,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:47,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  29%|█▏  | 76/264 [01:55<04:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:43,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  30%|█▏  | 78/264 [01:58<04:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:41,  1.51s/it, loss=0.004, mat=0.004, sens=1.296, deg=0.000]
Ep 018/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:38,  1.51s/it, loss=0.004, mat=0.004, sens=1.296, deg=0.000]
Ep 018/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:38,  1.51s/it, loss=0.002, mat=0.003, sens=2.516, deg=0.000]
Ep 018/100 [S2:+mat]:  30%|█▏  | 80/264 [02:01<04:37,  1.51s/it, loss=0.002, mat=0.003, sens=2.516, deg=0.000]
Ep 018/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:35,  1.51s/it, loss=0.002, mat=0.003, sens=1.074, deg=0.000]
Ep 018/100 [S2:+mat]:  31%|█▏  | 82/264 [02:04<04:34,  1.51s/it, loss=0.002, mat=0.003, sens=1.074, deg=0.000]
Ep 018/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:34,  1.51s/it, loss=0.002, mat=0.004, sens=3.127, deg=0.000]
Ep 018/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:32,  1.51s/it, loss=0.002, mat=0.004, sens=3.127, deg=0.000]
Ep 018/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:32,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  32%|█▎  | 84/264 [02:07<04:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:31,  1.51s/it, loss=0.003, mat=0.004, sens=0.851, deg=0.000]
Ep 018/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.851, deg=0.000]
Ep 018/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  33%|█▎  | 86/264 [02:10<04:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:27,  1.51s/it, loss=0.002, mat=0.003, sens=1.643, deg=0.000]
Ep 018/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:30,  1.53s/it, loss=0.002, mat=0.003, sens=1.643, deg=0.000]
Ep 018/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:30,  1.53s/it, loss=0.003, mat=0.003, sens=0.858, deg=0.000]
Ep 018/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:27,  1.53s/it, loss=0.003, mat=0.003, sens=0.858, deg=0.000]
Ep 018/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:24,  1.52s/it, loss=0.003, mat=0.003, sens=2.298, deg=0.000]
Ep 018/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:22,  1.51s/it, loss=0.003, mat=0.003, sens=2.298, deg=0.000]
Ep 018/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:20,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:20,  1.51s/it, loss=0.002, mat=0.003, sens=1.552, deg=0.000]
Ep 018/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:18,  1.51s/it, loss=0.002, mat=0.003, sens=1.552, deg=0.000]
Ep 018/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:16,  1.51s/it, loss=0.002, mat=0.003, sens=1.531, deg=0.000]
Ep 018/100 [S2:+mat]:  36%|█▍  | 95/264 [02:24<04:15,  1.51s/it, loss=0.002, mat=0.003, sens=1.531, deg=0.000]
Ep 018/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.974, deg=0.000]
Ep 018/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.974, deg=0.000]
Ep 018/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:13,  1.51s/it, loss=0.005, mat=0.003, sens=1.465, deg=0.000]
Ep 018/100 [S2:+mat]:  37%|█▍  | 97/264 [02:27<04:12,  1.51s/it, loss=0.005, mat=0.003, sens=1.465, deg=0.000]
Ep 018/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:10,  1.51s/it, loss=0.003, mat=0.003, sens=0.817, deg=0.000]
Ep 018/100 [S2:+mat]:  38%|█▌  | 99/264 [02:30<04:08,  1.51s/it, loss=0.003, mat=0.003, sens=0.817, deg=0.000]
Ep 018/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:08,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:10,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:10,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  38%|█▏ | 101/264 [02:33<04:08,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:08,  1.52s/it, loss=0.003, mat=0.003, sens=3.776, deg=0.000]
Ep 018/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:05,  1.52s/it, loss=0.003, mat=0.003, sens=3.776, deg=0.000]
Ep 018/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  39%|█▏ | 103/264 [02:36<04:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:03,  1.51s/it, loss=0.005, mat=0.004, sens=1.101, deg=0.000]
Ep 018/100 [S2:+mat]:  39%|█▏ | 104/264 [02:38<04:02,  1.51s/it, loss=0.005, mat=0.004, sens=1.101, deg=0.000]
Ep 018/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:02,  1.51s/it, loss=0.006, mat=0.004, sens=0.840, deg=0.000]
Ep 018/100 [S2:+mat]:  40%|█▏ | 105/264 [02:39<04:00,  1.51s/it, loss=0.006, mat=0.004, sens=0.840, deg=0.000]
Ep 018/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.914, deg=0.000]
Ep 018/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<03:58,  1.51s/it, loss=0.003, mat=0.003, sens=0.914, deg=0.000]
Ep 018/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<03:58,  1.51s/it, loss=0.011, mat=0.003, sens=3.610, deg=0.017]
Ep 018/100 [S2:+mat]:  41%|█▏ | 107/264 [02:42<03:57,  1.51s/it, loss=0.011, mat=0.003, sens=3.610, deg=0.017]
Ep 018/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:57,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:55,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  41%|█▏ | 109/264 [02:45<03:55,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:55,  1.52s/it, loss=0.003, mat=0.003, sens=0.810, deg=0.000]
Ep 018/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.810, deg=0.000]
Ep 018/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  42%|█▎ | 111/264 [02:48<03:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.878, deg=0.000]
Ep 018/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.878, deg=0.000]
Ep 018/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  43%|█▎ | 113/264 [02:51<03:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:47,  1.51s/it, loss=0.003, mat=0.002, sens=1.968, deg=0.000]
Ep 018/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:46,  1.51s/it, loss=0.003, mat=0.002, sens=1.968, deg=0.000]
Ep 018/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:46,  1.51s/it, loss=0.002, mat=0.004, sens=0.880, deg=0.000]
Ep 018/100 [S2:+mat]:  44%|█▎ | 115/264 [02:54<03:44,  1.51s/it, loss=0.002, mat=0.004, sens=0.880, deg=0.000]
Ep 018/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  44%|█▎ | 116/264 [02:56<03:43,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  44%|█▎ | 117/264 [02:57<03:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:41,  1.51s/it, loss=0.003, mat=0.003, sens=0.869, deg=0.000]
Ep 018/100 [S2:+mat]:  45%|█▎ | 118/264 [02:59<03:40,  1.51s/it, loss=0.003, mat=0.003, sens=0.869, deg=0.000]
Ep 018/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:40,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  45%|█▎ | 119/264 [03:00<03:41,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:41,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  45%|█▎ | 120/264 [03:02<03:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  46%|█▍ | 121/264 [03:03<03:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  46%|█▍ | 122/264 [03:05<03:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  47%|█▍ | 123/264 [03:06<03:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:33,  1.52s/it, loss=0.003, mat=0.003, sens=1.018, deg=0.000]
Ep 018/100 [S2:+mat]:  47%|█▍ | 124/264 [03:08<03:31,  1.51s/it, loss=0.003, mat=0.003, sens=1.018, deg=0.000]
Ep 018/100 [S2:+mat]:  47%|█▍ | 124/264 [03:09<03:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  47%|█▍ | 125/264 [03:09<03:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:29,  1.51s/it, loss=0.003, mat=0.003, sens=1.626, deg=0.000]
Ep 018/100 [S2:+mat]:  48%|█▍ | 126/264 [03:11<03:28,  1.51s/it, loss=0.003, mat=0.003, sens=1.626, deg=0.000]
Ep 018/100 [S2:+mat]:  48%|█▍ | 126/264 [03:12<03:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  48%|█▍ | 127/264 [03:12<03:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:26,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  48%|█▍ | 128/264 [03:14<03:24,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  49%|█▍ | 130/264 [03:17<03:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.815, deg=0.000]
Ep 018/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:20,  1.51s/it, loss=0.002, mat=0.004, sens=0.815, deg=0.000]
Ep 018/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:20,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  50%|█▌ | 132/264 [03:20<03:18,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  50%|█▌ | 133/264 [03:22<03:20,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:20,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  51%|█▌ | 134/264 [03:23<03:19,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:19,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  51%|█▌ | 135/264 [03:25<03:16,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  52%|█▌ | 136/264 [03:26<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  52%|█▌ | 137/264 [03:28<03:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:12,  1.52s/it, loss=0.003, mat=0.003, sens=1.029, deg=0.000]
Ep 018/100 [S2:+mat]:  52%|█▌ | 138/264 [03:29<03:11,  1.52s/it, loss=0.003, mat=0.003, sens=1.029, deg=0.000]
Ep 018/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.823, deg=0.000]
Ep 018/100 [S2:+mat]:  53%|█▌ | 139/264 [03:31<03:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.823, deg=0.000]
Ep 018/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:09,  1.51s/it, loss=0.002, mat=0.003, sens=1.862, deg=0.000]
Ep 018/100 [S2:+mat]:  53%|█▌ | 140/264 [03:32<03:07,  1.51s/it, loss=0.002, mat=0.003, sens=1.862, deg=0.000]
Ep 018/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=2.020, deg=0.000]
Ep 018/100 [S2:+mat]:  53%|█▌ | 141/264 [03:34<03:06,  1.51s/it, loss=0.002, mat=0.004, sens=2.020, deg=0.000]
Ep 018/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:06,  1.51s/it, loss=0.003, mat=0.005, sens=1.016, deg=0.000]
Ep 018/100 [S2:+mat]:  54%|█▌ | 142/264 [03:35<03:04,  1.51s/it, loss=0.003, mat=0.005, sens=1.016, deg=0.000]
Ep 018/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:04,  1.51s/it, loss=0.004, mat=0.005, sens=0.806, deg=0.000]
Ep 018/100 [S2:+mat]:  54%|█▋ | 143/264 [03:37<03:03,  1.51s/it, loss=0.004, mat=0.005, sens=0.806, deg=0.000]
Ep 018/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:03,  1.51s/it, loss=0.003, mat=0.004, sens=3.060, deg=0.000]
Ep 018/100 [S2:+mat]:  55%|█▋ | 144/264 [03:38<03:01,  1.51s/it, loss=0.003, mat=0.004, sens=3.060, deg=0.000]
Ep 018/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  55%|█▋ | 145/264 [03:40<03:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  55%|█▋ | 145/264 [03:41<03:02,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  55%|█▋ | 146/264 [03:41<03:00,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<03:00,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  56%|█▋ | 147/264 [03:43<02:57,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  56%|█▋ | 147/264 [03:44<02:57,  1.52s/it, loss=0.003, mat=0.003, sens=3.811, deg=0.000]
Ep 018/100 [S2:+mat]:  56%|█▋ | 148/264 [03:44<02:56,  1.52s/it, loss=0.003, mat=0.003, sens=3.811, deg=0.000]
Ep 018/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  56%|█▋ | 149/264 [03:46<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  56%|█▋ | 149/264 [03:47<02:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.836, deg=0.000]
Ep 018/100 [S2:+mat]:  57%|█▋ | 150/264 [03:47<02:52,  1.51s/it, loss=0.003, mat=0.003, sens=0.836, deg=0.000]
Ep 018/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:52,  1.51s/it, loss=0.002, mat=0.003, sens=1.152, deg=0.000]
Ep 018/100 [S2:+mat]:  57%|█▋ | 151/264 [03:49<02:50,  1.51s/it, loss=0.002, mat=0.003, sens=1.152, deg=0.000]
Ep 018/100 [S2:+mat]:  57%|█▋ | 151/264 [03:50<02:50,  1.51s/it, loss=0.004, mat=0.004, sens=0.808, deg=0.000]
Ep 018/100 [S2:+mat]:  58%|█▋ | 152/264 [03:50<02:49,  1.51s/it, loss=0.004, mat=0.004, sens=0.808, deg=0.000]
Ep 018/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:49,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  58%|█▋ | 153/264 [03:52<02:47,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  58%|█▋ | 153/264 [03:53<02:47,  1.51s/it, loss=0.003, mat=0.004, sens=3.717, deg=0.000]
Ep 018/100 [S2:+mat]:  58%|█▊ | 154/264 [03:53<02:46,  1.51s/it, loss=0.003, mat=0.004, sens=3.717, deg=0.000]
Ep 018/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  59%|█▊ | 155/264 [03:55<02:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  59%|█▊ | 155/264 [03:56<02:44,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  59%|█▊ | 156/264 [03:56<02:43,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  59%|█▊ | 157/264 [03:58<02:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:41,  1.51s/it, loss=0.003, mat=0.004, sens=1.084, deg=0.000]
Ep 018/100 [S2:+mat]:  60%|█▊ | 158/264 [04:00<02:41,  1.52s/it, loss=0.003, mat=0.004, sens=1.084, deg=0.000]
Ep 018/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  60%|█▊ | 159/264 [04:01<02:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:39,  1.52s/it, loss=0.002, mat=0.004, sens=1.304, deg=0.000]
Ep 018/100 [S2:+mat]:  61%|█▊ | 160/264 [04:03<02:37,  1.52s/it, loss=0.002, mat=0.004, sens=1.304, deg=0.000]
Ep 018/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  61%|█▊ | 161/264 [04:04<02:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:35,  1.51s/it, loss=0.002, mat=0.004, sens=1.889, deg=0.000]
Ep 018/100 [S2:+mat]:  61%|█▊ | 162/264 [04:06<02:34,  1.51s/it, loss=0.002, mat=0.004, sens=1.889, deg=0.000]
Ep 018/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:34,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  62%|█▊ | 163/264 [04:07<02:34,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:34,  1.53s/it, loss=0.002, mat=0.004, sens=1.331, deg=0.000]
Ep 018/100 [S2:+mat]:  62%|█▊ | 164/264 [04:09<02:32,  1.53s/it, loss=0.002, mat=0.004, sens=1.331, deg=0.000]
Ep 018/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:32,  1.53s/it, loss=0.002, mat=0.004, sens=1.477, deg=0.000]
Ep 018/100 [S2:+mat]:  62%|█▉ | 165/264 [04:10<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=1.477, deg=0.000]
Ep 018/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:30,  1.52s/it, loss=0.002, mat=0.003, sens=3.059, deg=0.000]
Ep 018/100 [S2:+mat]:  63%|█▉ | 166/264 [04:12<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=3.059, deg=0.000]
Ep 018/100 [S2:+mat]:  63%|█▉ | 166/264 [04:13<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  63%|█▉ | 167/264 [04:13<02:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  64%|█▉ | 168/264 [04:15<02:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  64%|█▉ | 168/264 [04:16<02:25,  1.51s/it, loss=0.002, mat=0.003, sens=1.478, deg=0.000]
Ep 018/100 [S2:+mat]:  64%|█▉ | 169/264 [04:16<02:23,  1.51s/it, loss=0.002, mat=0.003, sens=1.478, deg=0.000]
Ep 018/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:23,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  64%|█▉ | 170/264 [04:18<02:22,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  64%|█▉ | 170/264 [04:19<02:22,  1.51s/it, loss=0.002, mat=0.004, sens=3.509, deg=0.000]
Ep 018/100 [S2:+mat]:  65%|█▉ | 171/264 [04:19<02:20,  1.51s/it, loss=0.002, mat=0.004, sens=3.509, deg=0.000]
Ep 018/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:20,  1.51s/it, loss=0.004, mat=0.003, sens=1.116, deg=0.000]
Ep 018/100 [S2:+mat]:  65%|█▉ | 172/264 [04:21<02:18,  1.51s/it, loss=0.004, mat=0.003, sens=1.116, deg=0.000]
Ep 018/100 [S2:+mat]:  65%|█▉ | 172/264 [04:22<02:18,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  66%|█▉ | 173/264 [04:22<02:17,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:17,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  66%|█▉ | 174/264 [04:24<02:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  66%|█▉ | 174/264 [04:25<02:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  66%|█▉ | 175/264 [04:25<02:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.843, deg=0.000]
Ep 018/100 [S2:+mat]:  67%|██ | 176/264 [04:27<02:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.843, deg=0.000]
Ep 018/100 [S2:+mat]:  67%|██ | 176/264 [04:28<02:12,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  67%|██ | 177/264 [04:28<02:11,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:11,  1.51s/it, loss=0.003, mat=0.004, sens=0.873, deg=0.000]
Ep 018/100 [S2:+mat]:  67%|██ | 178/264 [04:30<02:11,  1.53s/it, loss=0.003, mat=0.004, sens=0.873, deg=0.000]
Ep 018/100 [S2:+mat]:  67%|██ | 178/264 [04:31<02:11,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  68%|██ | 179/264 [04:31<02:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:09,  1.52s/it, loss=0.002, mat=0.003, sens=2.917, deg=0.000]
Ep 018/100 [S2:+mat]:  68%|██ | 180/264 [04:33<02:07,  1.52s/it, loss=0.002, mat=0.003, sens=2.917, deg=0.000]
Ep 018/100 [S2:+mat]:  68%|██ | 180/264 [04:34<02:07,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  69%|██ | 181/264 [04:34<02:05,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  69%|██ | 182/264 [04:36<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  69%|██ | 182/264 [04:37<02:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.793, deg=0.000]
Ep 018/100 [S2:+mat]:  69%|██ | 183/264 [04:37<02:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.793, deg=0.000]
Ep 018/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:02,  1.52s/it, loss=0.002, mat=0.003, sens=2.061, deg=0.000]
Ep 018/100 [S2:+mat]:  70%|██ | 184/264 [04:39<02:01,  1.51s/it, loss=0.002, mat=0.003, sens=2.061, deg=0.000]
Ep 018/100 [S2:+mat]:  70%|██ | 184/264 [04:40<02:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  70%|██ | 185/264 [04:40<01:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  70%|██ | 185/264 [04:42<01:59,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  70%|██ | 186/264 [04:42<01:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  70%|██ | 186/264 [04:43<01:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  71%|██▏| 187/264 [04:43<01:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  71%|██▏| 187/264 [04:45<01:56,  1.51s/it, loss=0.002, mat=0.003, sens=2.379, deg=0.000]
Ep 018/100 [S2:+mat]:  71%|██▏| 188/264 [04:45<01:54,  1.51s/it, loss=0.002, mat=0.003, sens=2.379, deg=0.000]
Ep 018/100 [S2:+mat]:  71%|██▏| 188/264 [04:46<01:54,  1.51s/it, loss=0.007, mat=0.003, sens=0.989, deg=0.008]
Ep 018/100 [S2:+mat]:  72%|██▏| 189/264 [04:46<01:53,  1.51s/it, loss=0.007, mat=0.003, sens=0.989, deg=0.008]
Ep 018/100 [S2:+mat]:  72%|██▏| 189/264 [04:48<01:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.936, deg=0.000]
Ep 018/100 [S2:+mat]:  72%|██▏| 190/264 [04:48<01:53,  1.53s/it, loss=0.003, mat=0.003, sens=0.936, deg=0.000]
Ep 018/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:53,  1.53s/it, loss=0.002, mat=0.003, sens=1.084, deg=0.000]
Ep 018/100 [S2:+mat]:  72%|██▏| 191/264 [04:50<01:51,  1.52s/it, loss=0.002, mat=0.003, sens=1.084, deg=0.000]
Ep 018/100 [S2:+mat]:  72%|██▏| 191/264 [04:51<01:51,  1.52s/it, loss=0.003, mat=0.004, sens=1.004, deg=0.000]
Ep 018/100 [S2:+mat]:  73%|██▏| 192/264 [04:51<01:49,  1.52s/it, loss=0.003, mat=0.004, sens=1.004, deg=0.000]
Ep 018/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  73%|██▏| 193/264 [04:53<01:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  73%|██▏| 193/264 [04:54<01:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  73%|██▏| 194/264 [04:54<01:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:45,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  74%|██▏| 195/264 [04:56<01:44,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  74%|██▏| 195/264 [04:57<01:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  74%|██▏| 196/264 [04:57<01:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.878, deg=0.000]
Ep 018/100 [S2:+mat]:  75%|██▏| 197/264 [04:59<01:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.878, deg=0.000]
Ep 018/100 [S2:+mat]:  75%|██▏| 197/264 [05:00<01:41,  1.51s/it, loss=0.003, mat=0.004, sens=0.816, deg=0.000]
Ep 018/100 [S2:+mat]:  75%|██▎| 198/264 [05:00<01:39,  1.51s/it, loss=0.003, mat=0.004, sens=0.816, deg=0.000]
Ep 018/100 [S2:+mat]:  75%|██▎| 198/264 [05:02<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.793, deg=0.000]
Ep 018/100 [S2:+mat]:  75%|██▎| 199/264 [05:02<01:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.793, deg=0.000]
Ep 018/100 [S2:+mat]:  75%|██▎| 199/264 [05:03<01:38,  1.51s/it, loss=0.002, mat=0.003, sens=1.639, deg=0.000]
Ep 018/100 [S2:+mat]:  76%|██▎| 200/264 [05:03<01:36,  1.51s/it, loss=0.002, mat=0.003, sens=1.639, deg=0.000]
Ep 018/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  76%|██▎| 201/264 [05:05<01:35,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  76%|██▎| 201/264 [05:06<01:35,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  77%|██▎| 202/264 [05:06<01:33,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  77%|██▎| 203/264 [05:08<01:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  77%|██▎| 203/264 [05:09<01:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 018/100 [S2:+mat]:  77%|██▎| 204/264 [05:09<01:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 018/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:30,  1.51s/it, loss=0.003, mat=0.003, sens=1.608, deg=0.000]
Ep 018/100 [S2:+mat]:  78%|██▎| 205/264 [05:11<01:29,  1.51s/it, loss=0.003, mat=0.003, sens=1.608, deg=0.000]
Ep 018/100 [S2:+mat]:  78%|██▎| 205/264 [05:12<01:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  78%|██▎| 206/264 [05:12<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:27,  1.51s/it, loss=0.002, mat=0.002, sens=0.883, deg=0.000]
Ep 018/100 [S2:+mat]:  78%|██▎| 207/264 [05:14<01:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.883, deg=0.000]
Ep 018/100 [S2:+mat]:  78%|██▎| 207/264 [05:15<01:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.871, deg=0.000]
Ep 018/100 [S2:+mat]:  79%|██▎| 208/264 [05:15<01:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.871, deg=0.000]
Ep 018/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:24,  1.52s/it, loss=0.003, mat=0.003, sens=1.060, deg=0.000]
Ep 018/100 [S2:+mat]:  79%|██▍| 209/264 [05:17<01:24,  1.54s/it, loss=0.003, mat=0.003, sens=1.060, deg=0.000]
Ep 018/100 [S2:+mat]:  79%|██▍| 209/264 [05:18<01:24,  1.54s/it, loss=0.002, mat=0.004, sens=1.918, deg=0.000]
Ep 018/100 [S2:+mat]:  80%|██▍| 210/264 [05:18<01:22,  1.53s/it, loss=0.002, mat=0.004, sens=1.918, deg=0.000]
Ep 018/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:22,  1.53s/it, loss=0.002, mat=0.004, sens=2.856, deg=0.000]
Ep 018/100 [S2:+mat]:  80%|██▍| 211/264 [05:20<01:20,  1.52s/it, loss=0.002, mat=0.004, sens=2.856, deg=0.000]
Ep 018/100 [S2:+mat]:  80%|██▍| 211/264 [05:21<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  80%|██▍| 212/264 [05:21<01:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:19,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  81%|██▍| 213/264 [05:23<01:17,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  81%|██▍| 213/264 [05:24<01:17,  1.51s/it, loss=0.002, mat=0.004, sens=0.804, deg=0.000]
Ep 018/100 [S2:+mat]:  81%|██▍| 214/264 [05:24<01:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.804, deg=0.000]
Ep 018/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  81%|██▍| 215/264 [05:26<01:14,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  81%|██▍| 215/264 [05:27<01:14,  1.51s/it, loss=0.003, mat=0.004, sens=2.083, deg=0.000]
Ep 018/100 [S2:+mat]:  82%|██▍| 216/264 [05:27<01:12,  1.51s/it, loss=0.003, mat=0.004, sens=2.083, deg=0.000]
Ep 018/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  82%|██▍| 217/264 [05:29<01:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  82%|██▍| 217/264 [05:30<01:10,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  83%|██▍| 218/264 [05:30<01:09,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  83%|██▍| 218/264 [05:32<01:09,  1.51s/it, loss=0.003, mat=0.003, sens=1.524, deg=0.000]
Ep 018/100 [S2:+mat]:  83%|██▍| 219/264 [05:32<01:07,  1.51s/it, loss=0.003, mat=0.003, sens=1.524, deg=0.000]
Ep 018/100 [S2:+mat]:  83%|██▍| 219/264 [05:33<01:07,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  83%|██▌| 220/264 [05:33<01:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  83%|██▌| 220/264 [05:35<01:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.802, deg=0.000]
Ep 018/100 [S2:+mat]:  84%|██▌| 221/264 [05:35<01:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.802, deg=0.000]
Ep 018/100 [S2:+mat]:  84%|██▌| 221/264 [05:36<01:04,  1.51s/it, loss=0.003, mat=0.002, sens=0.889, deg=0.000]
Ep 018/100 [S2:+mat]:  84%|██▌| 222/264 [05:36<01:03,  1.51s/it, loss=0.003, mat=0.002, sens=0.889, deg=0.000]
Ep 018/100 [S2:+mat]:  84%|██▌| 222/264 [05:38<01:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.791, deg=0.000]
Ep 018/100 [S2:+mat]:  84%|██▌| 223/264 [05:38<01:02,  1.53s/it, loss=0.002, mat=0.004, sens=0.791, deg=0.000]
Ep 018/100 [S2:+mat]:  84%|██▌| 223/264 [05:40<01:02,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  85%|██▌| 224/264 [05:40<01:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  85%|██▌| 224/264 [05:41<01:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.810, deg=0.000]
Ep 018/100 [S2:+mat]:  85%|██▌| 225/264 [05:41<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.810, deg=0.000]
Ep 018/100 [S2:+mat]:  85%|██▌| 225/264 [05:43<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=1.395, deg=0.000]
Ep 018/100 [S2:+mat]:  86%|██▌| 226/264 [05:43<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=1.395, deg=0.000]
Ep 018/100 [S2:+mat]:  86%|██▌| 226/264 [05:44<00:57,  1.52s/it, loss=0.003, mat=0.003, sens=2.925, deg=0.000]
Ep 018/100 [S2:+mat]:  86%|██▌| 227/264 [05:44<00:56,  1.52s/it, loss=0.003, mat=0.003, sens=2.925, deg=0.000]
Ep 018/100 [S2:+mat]:  86%|██▌| 227/264 [05:46<00:56,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  86%|██▌| 228/264 [05:46<00:54,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  86%|██▌| 228/264 [05:47<00:54,  1.51s/it, loss=0.003, mat=0.004, sens=1.431, deg=0.000]
Ep 018/100 [S2:+mat]:  87%|██▌| 229/264 [05:47<00:52,  1.51s/it, loss=0.003, mat=0.004, sens=1.431, deg=0.000]
Ep 018/100 [S2:+mat]:  87%|██▌| 229/264 [05:49<00:52,  1.51s/it, loss=0.004, mat=0.004, sens=3.286, deg=0.000]
Ep 018/100 [S2:+mat]:  87%|██▌| 230/264 [05:49<00:51,  1.51s/it, loss=0.004, mat=0.004, sens=3.286, deg=0.000]
Ep 018/100 [S2:+mat]:  87%|██▌| 230/264 [05:50<00:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  88%|██▋| 231/264 [05:50<00:50,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  88%|██▋| 231/264 [05:52<00:50,  1.52s/it, loss=0.003, mat=0.004, sens=0.829, deg=0.000]
Ep 018/100 [S2:+mat]:  88%|██▋| 232/264 [05:52<00:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.829, deg=0.000]
Ep 018/100 [S2:+mat]:  88%|██▋| 232/264 [05:53<00:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.805, deg=0.000]
Ep 018/100 [S2:+mat]:  88%|██▋| 233/264 [05:53<00:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.805, deg=0.000]
Ep 018/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:47,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  89%|██▋| 234/264 [05:55<00:45,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  89%|██▋| 234/264 [05:56<00:45,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  89%|██▋| 235/264 [05:56<00:44,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:44,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  89%|██▋| 236/264 [05:58<00:42,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  89%|██▋| 236/264 [05:59<00:42,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  90%|██▋| 237/264 [05:59<00:41,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:41,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  90%|██▋| 238/264 [06:01<00:39,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  90%|██▋| 238/264 [06:02<00:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.905, deg=0.000]
Ep 018/100 [S2:+mat]:  91%|██▋| 239/264 [06:02<00:37,  1.52s/it, loss=0.003, mat=0.003, sens=0.905, deg=0.000]
Ep 018/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  91%|██▋| 240/264 [06:04<00:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  91%|██▋| 240/264 [06:05<00:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  91%|██▋| 241/264 [06:05<00:34,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:34,  1.51s/it, loss=0.002, mat=0.003, sens=1.236, deg=0.000]
Ep 018/100 [S2:+mat]:  92%|██▊| 242/264 [06:07<00:33,  1.51s/it, loss=0.002, mat=0.003, sens=1.236, deg=0.000]
Ep 018/100 [S2:+mat]:  92%|██▊| 242/264 [06:08<00:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  92%|██▊| 243/264 [06:08<00:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  92%|██▊| 244/264 [06:10<00:30,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  92%|██▊| 244/264 [06:11<00:30,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  93%|██▊| 245/264 [06:11<00:28,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  93%|██▊| 246/264 [06:13<00:27,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  93%|██▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=2.715, deg=0.000]
Ep 018/100 [S2:+mat]:  94%|██▊| 247/264 [06:14<00:25,  1.51s/it, loss=0.002, mat=0.003, sens=2.715, deg=0.000]
Ep 018/100 [S2:+mat]:  94%|██▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 018/100 [S2:+mat]:  94%|██▊| 248/264 [06:16<00:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 018/100 [S2:+mat]:  94%|██▊| 248/264 [06:17<00:24,  1.51s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  94%|██▊| 249/264 [06:17<00:22,  1.51s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  94%|██▊| 249/264 [06:19<00:22,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  95%|██▊| 250/264 [06:19<00:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  95%|██▊| 250/264 [06:20<00:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.785, deg=0.000]
Ep 018/100 [S2:+mat]:  95%|██▊| 251/264 [06:20<00:19,  1.51s/it, loss=0.003, mat=0.003, sens=0.785, deg=0.000]
Ep 018/100 [S2:+mat]:  95%|██▊| 251/264 [06:22<00:19,  1.51s/it, loss=0.003, mat=0.004, sens=3.169, deg=0.000]
Ep 018/100 [S2:+mat]:  95%|██▊| 252/264 [06:22<00:18,  1.51s/it, loss=0.003, mat=0.004, sens=3.169, deg=0.000]
Ep 018/100 [S2:+mat]:  95%|██▊| 252/264 [06:23<00:18,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  96%|██▉| 253/264 [06:23<00:16,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  96%|██▉| 253/264 [06:25<00:16,  1.53s/it, loss=0.003, mat=0.004, sens=0.838, deg=0.000]
Ep 018/100 [S2:+mat]:  96%|██▉| 254/264 [06:25<00:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.838, deg=0.000]
Ep 018/100 [S2:+mat]:  96%|██▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 018/100 [S2:+mat]:  97%|██▉| 255/264 [06:26<00:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 018/100 [S2:+mat]:  97%|██▉| 255/264 [06:28<00:13,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  97%|██▉| 256/264 [06:28<00:12,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  97%|██▉| 256/264 [06:30<00:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  97%|██▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  97%|██▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  98%|██▉| 258/264 [06:31<00:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  98%|██▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.003, mat=0.003, sens=2.735, deg=0.000]
Ep 018/100 [S2:+mat]:  98%|██▉| 259/264 [06:33<00:07,  1.52s/it, loss=0.003, mat=0.003, sens=2.735, deg=0.000]
Ep 018/100 [S2:+mat]:  98%|██▉| 259/264 [06:34<00:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  98%|██▉| 260/264 [06:34<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 018/100 [S2:+mat]:  98%|██▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.830, deg=0.000]
Ep 018/100 [S2:+mat]:  99%|██▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.830, deg=0.000]
Ep 018/100 [S2:+mat]:  99%|██▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=1.262, deg=0.000]
Ep 018/100 [S2:+mat]:  99%|██▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=1.262, deg=0.000]
Ep 018/100 [S2:+mat]:  99%|██▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.002, mat=0.002, sens=1.507, deg=0.000]
Ep 018/100 [S2:+mat]: 100%|██▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.002, mat=0.002, sens=1.507, deg=0.000]
Ep 018/100 [S2:+mat]: 100%|██▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.003, mat=0.004, sens=3.732, deg=0.000]
Ep 018/100 [S2:+mat]: 100%|███| 264/264 [06:40<00:00,  1.51s/it, loss=0.003, mat=0.004, sens=3.732, deg=0.000]
                                                                                                              
Epoch 018/100 [S2:+mat]  loss=0.0028  mat=0.0034  sens=0.7281  deg=0.0002  orth=0.0010  α=0.5 β=0.0 γ=0.5  401s

Ep 019/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 019/100 [S2:+mat]:   0%|             | 0/264 [00:01<?, ?it/s, loss=0.002, mat=0.003, sens=1.554, deg=0.000]
Ep 019/100 [S2:+mat]:   0%|     | 1/264 [00:01<08:40,  1.98s/it, loss=0.002, mat=0.003, sens=1.554, deg=0.000]
Ep 019/100 [S2:+mat]:   0%|     | 1/264 [00:03<08:40,  1.98s/it, loss=0.002, mat=0.004, sens=0.860, deg=0.000]
Ep 019/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:24,  1.70s/it, loss=0.002, mat=0.004, sens=0.860, deg=0.000]
Ep 019/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:24,  1.70s/it, loss=0.002, mat=0.003, sens=1.087, deg=0.000]
Ep 019/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:13,  1.66s/it, loss=0.002, mat=0.003, sens=1.087, deg=0.000]
Ep 019/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:13,  1.66s/it, loss=0.002, mat=0.003, sens=0.845, deg=0.000]
Ep 019/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:55,  1.60s/it, loss=0.002, mat=0.003, sens=0.845, deg=0.000]
Ep 019/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:55,  1.60s/it, loss=0.003, mat=0.004, sens=1.509, deg=0.000]
Ep 019/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:44,  1.56s/it, loss=0.003, mat=0.004, sens=1.509, deg=0.000]
Ep 019/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:44,  1.56s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:37,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:37,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:33,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:33,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:29,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:29,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:26,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:23,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:23,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:21,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.808, deg=0.000]
Ep 019/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.808, deg=0.000]
Ep 019/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:17,  1.51s/it, loss=0.002, mat=0.003, sens=2.623, deg=0.000]
Ep 019/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:18,  1.52s/it, loss=0.002, mat=0.003, sens=2.623, deg=0.000]
Ep 019/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:18,  1.52s/it, loss=0.002, mat=0.004, sens=3.146, deg=0.000]
Ep 019/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:16,  1.52s/it, loss=0.002, mat=0.004, sens=3.146, deg=0.000]
Ep 019/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:13,  1.51s/it, loss=0.003, mat=0.003, sens=1.312, deg=0.000]
Ep 019/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:11,  1.51s/it, loss=0.003, mat=0.003, sens=1.312, deg=0.000]
Ep 019/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:11,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:09,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.885, deg=0.000]
Ep 019/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.885, deg=0.000]
Ep 019/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   8%|▎   | 22/264 [00:33<06:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:01,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   9%|▎   | 23/264 [00:36<06:01,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   9%|▎   | 24/264 [00:36<06:00,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:00,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<05:59,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:   9%|▍   | 25/264 [00:39<05:59,  1.50s/it, loss=0.003, mat=0.003, sens=1.557, deg=0.000]
Ep 019/100 [S2:+mat]:  10%|▍   | 26/264 [00:39<05:57,  1.50s/it, loss=0.003, mat=0.003, sens=1.557, deg=0.000]
Ep 019/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<05:57,  1.50s/it, loss=0.004, mat=0.003, sens=1.173, deg=0.000]
Ep 019/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<05:56,  1.50s/it, loss=0.004, mat=0.003, sens=1.173, deg=0.000]
Ep 019/100 [S2:+mat]:  10%|▍   | 27/264 [00:42<05:56,  1.50s/it, loss=0.003, mat=0.003, sens=0.904, deg=0.000]
Ep 019/100 [S2:+mat]:  11%|▍   | 28/264 [00:42<05:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.904, deg=0.000]
Ep 019/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:53,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  11%|▍   | 29/264 [00:45<05:53,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  11%|▍   | 30/264 [00:45<05:51,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:51,  1.50s/it, loss=0.002, mat=0.003, sens=3.045, deg=0.000]
Ep 019/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:50,  1.51s/it, loss=0.002, mat=0.003, sens=3.045, deg=0.000]
Ep 019/100 [S2:+mat]:  12%|▍   | 31/264 [00:48<05:50,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  12%|▍   | 32/264 [00:48<05:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:47,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  12%|▌   | 33/264 [00:51<05:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  13%|▌   | 34/264 [00:51<05:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:51,  1.53s/it, loss=0.002, mat=0.002, sens=0.871, deg=0.000]
Ep 019/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:48,  1.52s/it, loss=0.002, mat=0.002, sens=0.871, deg=0.000]
Ep 019/100 [S2:+mat]:  13%|▌   | 35/264 [00:54<05:48,  1.52s/it, loss=0.003, mat=0.002, sens=2.392, deg=0.000]
Ep 019/100 [S2:+mat]:  14%|▌   | 36/264 [00:54<05:45,  1.52s/it, loss=0.003, mat=0.002, sens=2.392, deg=0.000]
Ep 019/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:45,  1.52s/it, loss=0.003, mat=0.004, sens=2.800, deg=0.000]
Ep 019/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:43,  1.51s/it, loss=0.003, mat=0.004, sens=2.800, deg=0.000]
Ep 019/100 [S2:+mat]:  14%|▌   | 37/264 [00:57<05:43,  1.51s/it, loss=0.003, mat=0.005, sens=0.872, deg=0.000]
Ep 019/100 [S2:+mat]:  14%|▌   | 38/264 [00:57<05:42,  1.52s/it, loss=0.003, mat=0.005, sens=0.872, deg=0.000]
Ep 019/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:42,  1.52s/it, loss=0.005, mat=0.004, sens=2.535, deg=0.000]
Ep 019/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:42,  1.52s/it, loss=0.005, mat=0.004, sens=2.535, deg=0.000]
Ep 019/100 [S2:+mat]:  15%|▌   | 39/264 [01:00<05:42,  1.52s/it, loss=0.004, mat=0.003, sens=0.827, deg=0.000]
Ep 019/100 [S2:+mat]:  15%|▌   | 40/264 [01:00<05:40,  1.52s/it, loss=0.004, mat=0.003, sens=0.827, deg=0.000]
Ep 019/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.808, deg=0.000]
Ep 019/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.808, deg=0.000]
Ep 019/100 [S2:+mat]:  16%|▌   | 41/264 [01:03<05:37,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  16%|▋   | 42/264 [01:03<05:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:36,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  16%|▋   | 43/264 [01:06<05:33,  1.51s/it, loss=0.003, mat=0.004, sens=3.659, deg=0.000]
Ep 019/100 [S2:+mat]:  17%|▋   | 44/264 [01:06<05:31,  1.51s/it, loss=0.003, mat=0.004, sens=3.659, deg=0.000]
Ep 019/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:31,  1.51s/it, loss=0.002, mat=0.003, sens=1.047, deg=0.000]
Ep 019/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:30,  1.51s/it, loss=0.002, mat=0.003, sens=1.047, deg=0.000]
Ep 019/100 [S2:+mat]:  17%|▋   | 45/264 [01:09<05:30,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  17%|▋   | 46/264 [01:09<05:29,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:29,  1.51s/it, loss=0.003, mat=0.004, sens=2.649, deg=0.000]
Ep 019/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:27,  1.51s/it, loss=0.003, mat=0.004, sens=2.649, deg=0.000]
Ep 019/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:27,  1.51s/it, loss=0.002, mat=0.003, sens=2.140, deg=0.000]
Ep 019/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:31,  1.53s/it, loss=0.002, mat=0.003, sens=2.140, deg=0.000]
Ep 019/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:31,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  19%|▋   | 49/264 [01:14<05:28,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  19%|▊   | 51/264 [01:17<05:23,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.865, deg=0.000]
Ep 019/100 [S2:+mat]:  20%|▊   | 53/264 [01:20<05:19,  1.51s/it, loss=0.003, mat=0.003, sens=0.865, deg=0.000]
Ep 019/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:19,  1.51s/it, loss=0.004, mat=0.002, sens=0.856, deg=0.000]
Ep 019/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:17,  1.51s/it, loss=0.004, mat=0.002, sens=0.856, deg=0.000]
Ep 019/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:17,  1.51s/it, loss=0.002, mat=0.002, sens=2.935, deg=0.000]
Ep 019/100 [S2:+mat]:  21%|▊   | 55/264 [01:23<05:15,  1.51s/it, loss=0.002, mat=0.002, sens=2.935, deg=0.000]
Ep 019/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:15,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.004]
Ep 019/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:13,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.004]
Ep 019/100 [S2:+mat]:  21%|▊   | 56/264 [01:26<05:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.803, deg=0.000]
Ep 019/100 [S2:+mat]:  22%|▊   | 57/264 [01:26<05:12,  1.51s/it, loss=0.002, mat=0.002, sens=0.803, deg=0.000]
Ep 019/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:12,  1.51s/it, loss=0.003, mat=0.003, sens=1.402, deg=0.000]
Ep 019/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:11,  1.51s/it, loss=0.003, mat=0.003, sens=1.402, deg=0.000]
Ep 019/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:11,  1.51s/it, loss=0.004, mat=0.004, sens=0.993, deg=0.000]
Ep 019/100 [S2:+mat]:  22%|▉   | 59/264 [01:29<05:09,  1.51s/it, loss=0.004, mat=0.004, sens=0.993, deg=0.000]
Ep 019/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:09,  1.51s/it, loss=0.002, mat=0.003, sens=1.520, deg=0.000]
Ep 019/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=1.520, deg=0.000]
Ep 019/100 [S2:+mat]:  23%|▉   | 60/264 [01:32<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  23%|▉   | 61/264 [01:32<05:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:09,  1.53s/it, loss=0.003, mat=0.002, sens=1.194, deg=0.000]
Ep 019/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:07,  1.52s/it, loss=0.003, mat=0.002, sens=1.194, deg=0.000]
Ep 019/100 [S2:+mat]:  23%|▉   | 62/264 [01:35<05:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  24%|▉   | 63/264 [01:35<05:04,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:04,  1.52s/it, loss=0.002, mat=0.003, sens=1.729, deg=0.000]
Ep 019/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:05,  1.53s/it, loss=0.002, mat=0.003, sens=1.729, deg=0.000]
Ep 019/100 [S2:+mat]:  24%|▉   | 64/264 [01:38<05:05,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  25%|▉   | 65/264 [01:38<05:03,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:03,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  25%|█   | 66/264 [01:40<05:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  25%|█   | 66/264 [01:41<05:00,  1.52s/it, loss=0.002, mat=0.003, sens=2.229, deg=0.000]
Ep 019/100 [S2:+mat]:  25%|█   | 67/264 [01:41<04:58,  1.52s/it, loss=0.002, mat=0.003, sens=2.229, deg=0.000]
Ep 019/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:58,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  26%|█   | 68/264 [01:43<04:56,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  26%|█   | 68/264 [01:44<04:56,  1.51s/it, loss=0.003, mat=0.004, sens=1.803, deg=0.000]
Ep 019/100 [S2:+mat]:  26%|█   | 69/264 [01:44<04:55,  1.51s/it, loss=0.003, mat=0.004, sens=1.803, deg=0.000]
Ep 019/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.841, deg=0.000]
Ep 019/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.841, deg=0.000]
Ep 019/100 [S2:+mat]:  27%|█   | 70/264 [01:47<04:53,  1.51s/it, loss=0.002, mat=0.002, sens=0.800, deg=0.000]
Ep 019/100 [S2:+mat]:  27%|█   | 71/264 [01:47<04:52,  1.51s/it, loss=0.002, mat=0.002, sens=0.800, deg=0.000]
Ep 019/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:52,  1.51s/it, loss=0.002, mat=0.002, sens=0.921, deg=0.000]
Ep 019/100 [S2:+mat]:  27%|█   | 72/264 [01:49<04:50,  1.51s/it, loss=0.002, mat=0.002, sens=0.921, deg=0.000]
Ep 019/100 [S2:+mat]:  27%|█   | 72/264 [01:50<04:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  28%|█   | 73/264 [01:50<04:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:48,  1.51s/it, loss=0.003, mat=0.003, sens=1.377, deg=0.000]
Ep 019/100 [S2:+mat]:  28%|█   | 74/264 [01:52<04:46,  1.51s/it, loss=0.003, mat=0.003, sens=1.377, deg=0.000]
Ep 019/100 [S2:+mat]:  28%|█   | 74/264 [01:53<04:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 019/100 [S2:+mat]:  28%|█▏  | 75/264 [01:53<04:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 019/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:45,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  29%|█▏  | 76/264 [01:55<04:44,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:44,  1.51s/it, loss=0.002, mat=0.003, sens=1.715, deg=0.000]
Ep 019/100 [S2:+mat]:  29%|█▏  | 77/264 [01:56<04:42,  1.51s/it, loss=0.002, mat=0.003, sens=1.715, deg=0.000]
Ep 019/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.806, deg=0.000]
Ep 019/100 [S2:+mat]:  30%|█▏  | 78/264 [01:58<04:45,  1.54s/it, loss=0.002, mat=0.003, sens=0.806, deg=0.000]
Ep 019/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:45,  1.54s/it, loss=0.002, mat=0.002, sens=1.073, deg=0.000]
Ep 019/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:42,  1.53s/it, loss=0.002, mat=0.002, sens=1.073, deg=0.000]
Ep 019/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:42,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  30%|█▏  | 80/264 [02:01<04:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:37,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:37,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  31%|█▏  | 82/264 [02:04<04:35,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:35,  1.51s/it, loss=0.003, mat=0.005, sens=1.670, deg=0.000]
Ep 019/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:33,  1.51s/it, loss=0.003, mat=0.005, sens=1.670, deg=0.000]
Ep 019/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:33,  1.51s/it, loss=0.002, mat=0.003, sens=2.181, deg=0.000]
Ep 019/100 [S2:+mat]:  32%|█▎  | 84/264 [02:07<04:32,  1.51s/it, loss=0.002, mat=0.003, sens=2.181, deg=0.000]
Ep 019/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:32,  1.51s/it, loss=0.003, mat=0.003, sens=1.204, deg=0.000]
Ep 019/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:31,  1.52s/it, loss=0.003, mat=0.003, sens=1.204, deg=0.000]
Ep 019/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:31,  1.52s/it, loss=0.002, mat=0.002, sens=0.839, deg=0.000]
Ep 019/100 [S2:+mat]:  33%|█▎  | 86/264 [02:10<04:29,  1.52s/it, loss=0.002, mat=0.002, sens=0.839, deg=0.000]
Ep 019/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:29,  1.52s/it, loss=0.003, mat=0.003, sens=3.802, deg=0.000]
Ep 019/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:28,  1.52s/it, loss=0.003, mat=0.003, sens=3.802, deg=0.000]
Ep 019/100 [S2:+mat]:  33%|█▎  | 87/264 [02:13<04:28,  1.52s/it, loss=0.003, mat=0.004, sens=2.873, deg=0.000]
Ep 019/100 [S2:+mat]:  33%|█▎  | 88/264 [02:13<04:27,  1.52s/it, loss=0.003, mat=0.004, sens=2.873, deg=0.000]
Ep 019/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:27,  1.52s/it, loss=0.002, mat=0.003, sens=1.289, deg=0.000]
Ep 019/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:26,  1.53s/it, loss=0.002, mat=0.003, sens=1.289, deg=0.000]
Ep 019/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:26,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  34%|█▎  | 90/264 [02:16<04:24,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  35%|█▍  | 92/264 [02:19<04:20,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:20,  1.52s/it, loss=0.003, mat=0.004, sens=3.081, deg=0.000]
Ep 019/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:22,  1.53s/it, loss=0.003, mat=0.004, sens=3.081, deg=0.000]
Ep 019/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:22,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  36%|█▍  | 94/264 [02:22<04:19,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:19,  1.53s/it, loss=0.004, mat=0.004, sens=3.474, deg=0.000]
Ep 019/100 [S2:+mat]:  36%|█▍  | 95/264 [02:24<04:17,  1.52s/it, loss=0.004, mat=0.004, sens=3.474, deg=0.000]
Ep 019/100 [S2:+mat]:  36%|█▍  | 95/264 [02:25<04:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.809, deg=0.001]
Ep 019/100 [S2:+mat]:  36%|█▍  | 96/264 [02:25<04:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.809, deg=0.001]
Ep 019/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:15,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  37%|█▍  | 97/264 [02:27<04:13,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:13,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  37%|█▍  | 98/264 [02:28<04:11,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:11,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  38%|█▌  | 99/264 [02:30<04:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.811, deg=0.000]
Ep 019/100 [S2:+mat]:  38%|█▏ | 100/264 [02:31<04:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.811, deg=0.000]
Ep 019/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:08,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  38%|█▏ | 101/264 [02:33<04:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  39%|█▏ | 102/264 [02:34<04:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  39%|█▏ | 103/264 [02:36<04:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  39%|█▏ | 104/264 [02:37<04:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:01,  1.51s/it, loss=0.003, mat=0.004, sens=0.813, deg=0.000]
Ep 019/100 [S2:+mat]:  40%|█▏ | 105/264 [02:39<04:04,  1.54s/it, loss=0.003, mat=0.004, sens=0.813, deg=0.000]
Ep 019/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:04,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<04:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:01,  1.53s/it, loss=0.002, mat=0.003, sens=2.942, deg=0.000]
Ep 019/100 [S2:+mat]:  41%|█▏ | 107/264 [02:42<03:59,  1.52s/it, loss=0.002, mat=0.003, sens=2.942, deg=0.000]
Ep 019/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:59,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:57,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  41%|█▏ | 109/264 [02:45<03:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  42%|█▎ | 111/264 [02:48<03:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:51,  1.52s/it, loss=0.002, mat=0.002, sens=0.856, deg=0.000]
Ep 019/100 [S2:+mat]:  43%|█▎ | 113/264 [02:51<03:49,  1.52s/it, loss=0.002, mat=0.002, sens=0.856, deg=0.000]
Ep 019/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  44%|█▎ | 115/264 [02:54<03:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:46,  1.52s/it, loss=0.002, mat=0.004, sens=1.118, deg=0.000]
Ep 019/100 [S2:+mat]:  44%|█▎ | 116/264 [02:56<03:44,  1.52s/it, loss=0.002, mat=0.004, sens=1.118, deg=0.000]
Ep 019/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:44,  1.52s/it, loss=0.002, mat=0.004, sens=1.177, deg=0.000]
Ep 019/100 [S2:+mat]:  44%|█▎ | 117/264 [02:57<03:42,  1.52s/it, loss=0.002, mat=0.004, sens=1.177, deg=0.000]
Ep 019/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.808, deg=0.000]
Ep 019/100 [S2:+mat]:  45%|█▎ | 118/264 [02:59<03:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.808, deg=0.000]
Ep 019/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:41,  1.52s/it, loss=0.002, mat=0.003, sens=1.964, deg=0.000]
Ep 019/100 [S2:+mat]:  45%|█▎ | 119/264 [03:00<03:39,  1.52s/it, loss=0.002, mat=0.003, sens=1.964, deg=0.000]
Ep 019/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.799, deg=0.000]
Ep 019/100 [S2:+mat]:  45%|█▎ | 120/264 [03:02<03:38,  1.52s/it, loss=0.002, mat=0.002, sens=0.799, deg=0.000]
Ep 019/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:38,  1.52s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  46%|█▍ | 121/264 [03:03<03:36,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.864, deg=0.000]
Ep 019/100 [S2:+mat]:  46%|█▍ | 122/264 [03:05<03:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.864, deg=0.000]
Ep 019/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  47%|█▍ | 123/264 [03:06<03:36,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:36,  1.54s/it, loss=0.003, mat=0.004, sens=1.201, deg=0.000]
Ep 019/100 [S2:+mat]:  47%|█▍ | 124/264 [03:08<03:34,  1.53s/it, loss=0.003, mat=0.004, sens=1.201, deg=0.000]
Ep 019/100 [S2:+mat]:  47%|█▍ | 124/264 [03:09<03:34,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  47%|█▍ | 125/264 [03:09<03:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:32,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  48%|█▍ | 126/264 [03:11<03:29,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  48%|█▍ | 126/264 [03:12<03:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.795, deg=0.000]
Ep 019/100 [S2:+mat]:  48%|█▍ | 127/264 [03:12<03:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.795, deg=0.000]
Ep 019/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:27,  1.52s/it, loss=0.003, mat=0.004, sens=1.040, deg=0.000]
Ep 019/100 [S2:+mat]:  48%|█▍ | 128/264 [03:14<03:26,  1.52s/it, loss=0.003, mat=0.004, sens=1.040, deg=0.000]
Ep 019/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  49%|█▍ | 130/264 [03:17<03:22,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:22,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  50%|█▌ | 132/264 [03:20<03:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:19,  1.51s/it, loss=0.002, mat=0.003, sens=1.065, deg=0.000]
Ep 019/100 [S2:+mat]:  50%|█▌ | 133/264 [03:22<03:18,  1.51s/it, loss=0.002, mat=0.003, sens=1.065, deg=0.000]
Ep 019/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:18,  1.51s/it, loss=0.004, mat=0.004, sens=0.891, deg=0.000]
Ep 019/100 [S2:+mat]:  51%|█▌ | 134/264 [03:23<03:16,  1.51s/it, loss=0.004, mat=0.004, sens=0.891, deg=0.000]
Ep 019/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  51%|█▌ | 135/264 [03:25<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  52%|█▌ | 136/264 [03:26<03:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  52%|█▌ | 137/264 [03:28<03:17,  1.56s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:17,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  52%|█▌ | 138/264 [03:29<03:14,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:14,  1.55s/it, loss=0.002, mat=0.002, sens=2.292, deg=0.000]
Ep 019/100 [S2:+mat]:  53%|█▌ | 139/264 [03:31<03:11,  1.53s/it, loss=0.002, mat=0.002, sens=2.292, deg=0.000]
Ep 019/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:11,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  53%|█▌ | 140/264 [03:32<03:09,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:09,  1.53s/it, loss=0.003, mat=0.003, sens=1.720, deg=0.000]
Ep 019/100 [S2:+mat]:  53%|█▌ | 141/264 [03:34<03:07,  1.52s/it, loss=0.003, mat=0.003, sens=1.720, deg=0.000]
Ep 019/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:07,  1.52s/it, loss=0.002, mat=0.003, sens=1.073, deg=0.000]
Ep 019/100 [S2:+mat]:  54%|█▌ | 142/264 [03:35<03:05,  1.52s/it, loss=0.002, mat=0.003, sens=1.073, deg=0.000]
Ep 019/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:05,  1.52s/it, loss=0.003, mat=0.005, sens=0.939, deg=0.000]
Ep 019/100 [S2:+mat]:  54%|█▋ | 143/264 [03:37<03:03,  1.52s/it, loss=0.003, mat=0.005, sens=0.939, deg=0.000]
Ep 019/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:03,  1.52s/it, loss=0.003, mat=0.005, sens=1.985, deg=0.000]
Ep 019/100 [S2:+mat]:  55%|█▋ | 144/264 [03:38<03:02,  1.52s/it, loss=0.003, mat=0.005, sens=1.985, deg=0.000]
Ep 019/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  55%|█▋ | 145/264 [03:40<03:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  55%|█▋ | 145/264 [03:41<03:00,  1.52s/it, loss=0.002, mat=0.003, sens=3.155, deg=0.000]
Ep 019/100 [S2:+mat]:  55%|█▋ | 146/264 [03:41<02:58,  1.51s/it, loss=0.002, mat=0.003, sens=3.155, deg=0.000]
Ep 019/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<02:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  56%|█▋ | 147/264 [03:43<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  56%|█▋ | 147/264 [03:44<02:57,  1.52s/it, loss=0.003, mat=0.004, sens=0.853, deg=0.000]
Ep 019/100 [S2:+mat]:  56%|█▋ | 148/264 [03:44<02:55,  1.51s/it, loss=0.003, mat=0.004, sens=0.853, deg=0.000]
Ep 019/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.977, deg=0.000]
Ep 019/100 [S2:+mat]:  56%|█▋ | 149/264 [03:46<02:56,  1.54s/it, loss=0.002, mat=0.003, sens=0.977, deg=0.000]
Ep 019/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:56,  1.54s/it, loss=0.002, mat=0.003, sens=1.035, deg=0.000]
Ep 019/100 [S2:+mat]:  57%|█▋ | 150/264 [03:48<02:54,  1.53s/it, loss=0.002, mat=0.003, sens=1.035, deg=0.000]
Ep 019/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  57%|█▋ | 151/264 [03:49<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:52,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  58%|█▋ | 152/264 [03:51<02:50,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=2.212, deg=0.000]
Ep 019/100 [S2:+mat]:  58%|█▋ | 153/264 [03:52<02:48,  1.52s/it, loss=0.002, mat=0.003, sens=2.212, deg=0.000]
Ep 019/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:48,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  58%|█▊ | 154/264 [03:54<02:46,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:46,  1.52s/it, loss=0.002, mat=0.003, sens=1.294, deg=0.000]
Ep 019/100 [S2:+mat]:  59%|█▊ | 155/264 [03:55<02:45,  1.51s/it, loss=0.002, mat=0.003, sens=1.294, deg=0.000]
Ep 019/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:45,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  59%|█▊ | 156/264 [03:57<02:43,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.994, deg=0.000]
Ep 019/100 [S2:+mat]:  59%|█▊ | 157/264 [03:58<02:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.994, deg=0.000]
Ep 019/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:41,  1.51s/it, loss=0.003, mat=0.004, sens=0.905, deg=0.000]
Ep 019/100 [S2:+mat]:  60%|█▊ | 158/264 [04:00<02:40,  1.51s/it, loss=0.003, mat=0.004, sens=0.905, deg=0.000]
Ep 019/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:40,  1.51s/it, loss=0.004, mat=0.003, sens=1.470, deg=0.002]
Ep 019/100 [S2:+mat]:  60%|█▊ | 159/264 [04:01<02:38,  1.51s/it, loss=0.004, mat=0.003, sens=1.470, deg=0.002]
Ep 019/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:38,  1.51s/it, loss=0.002, mat=0.003, sens=1.417, deg=0.000]
Ep 019/100 [S2:+mat]:  61%|█▊ | 160/264 [04:03<02:37,  1.52s/it, loss=0.002, mat=0.003, sens=1.417, deg=0.000]
Ep 019/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  61%|█▊ | 161/264 [04:04<02:37,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:37,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  61%|█▊ | 162/264 [04:06<02:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  62%|█▊ | 163/264 [04:07<02:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  62%|█▊ | 164/264 [04:09<02:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:32,  1.52s/it, loss=0.002, mat=0.004, sens=0.877, deg=0.000]
Ep 019/100 [S2:+mat]:  62%|█▉ | 165/264 [04:10<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.877, deg=0.000]
Ep 019/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:30,  1.52s/it, loss=0.002, mat=0.003, sens=1.722, deg=0.000]
Ep 019/100 [S2:+mat]:  63%|█▉ | 166/264 [04:12<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=1.722, deg=0.000]
Ep 019/100 [S2:+mat]:  63%|█▉ | 166/264 [04:13<02:28,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  63%|█▉ | 167/264 [04:13<02:29,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:29,  1.54s/it, loss=0.002, mat=0.003, sens=1.769, deg=0.000]
Ep 019/100 [S2:+mat]:  64%|█▉ | 168/264 [04:15<02:27,  1.53s/it, loss=0.002, mat=0.003, sens=1.769, deg=0.000]
Ep 019/100 [S2:+mat]:  64%|█▉ | 168/264 [04:16<02:27,  1.53s/it, loss=0.002, mat=0.003, sens=1.012, deg=0.000]
Ep 019/100 [S2:+mat]:  64%|█▉ | 169/264 [04:16<02:25,  1.53s/it, loss=0.002, mat=0.003, sens=1.012, deg=0.000]
Ep 019/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:25,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  64%|█▉ | 170/264 [04:18<02:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  64%|█▉ | 170/264 [04:19<02:23,  1.52s/it, loss=0.002, mat=0.003, sens=2.577, deg=0.000]
Ep 019/100 [S2:+mat]:  65%|█▉ | 171/264 [04:19<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=2.577, deg=0.000]
Ep 019/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  65%|█▉ | 172/264 [04:21<02:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  65%|█▉ | 172/264 [04:22<02:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  66%|█▉ | 173/264 [04:22<02:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  66%|█▉ | 174/264 [04:24<02:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  66%|█▉ | 174/264 [04:25<02:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.954, deg=0.000]
Ep 019/100 [S2:+mat]:  66%|█▉ | 175/264 [04:25<02:14,  1.51s/it, loss=0.002, mat=0.002, sens=0.954, deg=0.000]
Ep 019/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.820, deg=0.000]
Ep 019/100 [S2:+mat]:  67%|██ | 176/264 [04:27<02:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.820, deg=0.000]
Ep 019/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:13,  1.51s/it, loss=0.003, mat=0.004, sens=0.964, deg=0.000]
Ep 019/100 [S2:+mat]:  67%|██ | 177/264 [04:29<02:11,  1.51s/it, loss=0.003, mat=0.004, sens=0.964, deg=0.000]
Ep 019/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:11,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  67%|██ | 178/264 [04:30<02:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  68%|██ | 179/264 [04:32<02:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.983, deg=0.000]
Ep 019/100 [S2:+mat]:  68%|██ | 180/264 [04:33<02:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.983, deg=0.000]
Ep 019/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.861, deg=0.000]
Ep 019/100 [S2:+mat]:  69%|██ | 181/264 [04:35<02:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.861, deg=0.000]
Ep 019/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:05,  1.51s/it, loss=0.002, mat=0.004, sens=2.668, deg=0.000]
Ep 019/100 [S2:+mat]:  69%|██ | 182/264 [04:36<02:05,  1.54s/it, loss=0.002, mat=0.004, sens=2.668, deg=0.000]
Ep 019/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:05,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  69%|██ | 183/264 [04:38<02:03,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:03,  1.53s/it, loss=0.002, mat=0.004, sens=3.600, deg=0.000]
Ep 019/100 [S2:+mat]:  70%|██ | 184/264 [04:39<02:01,  1.52s/it, loss=0.002, mat=0.004, sens=3.600, deg=0.000]
Ep 019/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  70%|██ | 185/264 [04:41<02:00,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  70%|██ | 185/264 [04:42<02:00,  1.53s/it, loss=0.002, mat=0.003, sens=1.812, deg=0.000]
Ep 019/100 [S2:+mat]:  70%|██ | 186/264 [04:42<01:59,  1.53s/it, loss=0.002, mat=0.003, sens=1.812, deg=0.000]
Ep 019/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:59,  1.53s/it, loss=0.002, mat=0.003, sens=3.041, deg=0.000]
Ep 019/100 [S2:+mat]:  71%|██▏| 187/264 [04:44<01:57,  1.52s/it, loss=0.002, mat=0.003, sens=3.041, deg=0.000]
Ep 019/100 [S2:+mat]:  71%|██▏| 187/264 [04:45<01:57,  1.52s/it, loss=0.002, mat=0.004, sens=1.258, deg=0.000]
Ep 019/100 [S2:+mat]:  71%|██▏| 188/264 [04:45<01:55,  1.52s/it, loss=0.002, mat=0.004, sens=1.258, deg=0.000]
Ep 019/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:55,  1.52s/it, loss=0.002, mat=0.003, sens=4.335, deg=0.000]
Ep 019/100 [S2:+mat]:  72%|██▏| 189/264 [04:47<01:54,  1.52s/it, loss=0.002, mat=0.003, sens=4.335, deg=0.000]
Ep 019/100 [S2:+mat]:  72%|██▏| 189/264 [04:48<01:54,  1.52s/it, loss=0.002, mat=0.003, sens=2.958, deg=0.000]
Ep 019/100 [S2:+mat]:  72%|██▏| 190/264 [04:48<01:52,  1.52s/it, loss=0.002, mat=0.003, sens=2.958, deg=0.000]
Ep 019/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:52,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  72%|██▏| 191/264 [04:50<01:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  72%|██▏| 191/264 [04:51<01:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  73%|██▏| 192/264 [04:51<01:49,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  73%|██▏| 193/264 [04:53<01:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  73%|██▏| 193/264 [04:54<01:47,  1.51s/it, loss=0.002, mat=0.004, sens=1.910, deg=0.000]
Ep 019/100 [S2:+mat]:  73%|██▏| 194/264 [04:54<01:47,  1.54s/it, loss=0.002, mat=0.004, sens=1.910, deg=0.000]
Ep 019/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:47,  1.54s/it, loss=0.001, mat=0.002, sens=0.819, deg=0.000]
Ep 019/100 [S2:+mat]:  74%|██▏| 195/264 [04:56<01:45,  1.53s/it, loss=0.001, mat=0.002, sens=0.819, deg=0.000]
Ep 019/100 [S2:+mat]:  74%|██▏| 195/264 [04:57<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=3.687, deg=0.000]
Ep 019/100 [S2:+mat]:  74%|██▏| 196/264 [04:57<01:43,  1.53s/it, loss=0.002, mat=0.003, sens=3.687, deg=0.000]
Ep 019/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:43,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  75%|██▏| 197/264 [04:59<01:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  75%|██▏| 197/264 [05:00<01:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  75%|██▎| 198/264 [05:00<01:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  75%|██▎| 198/264 [05:02<01:40,  1.52s/it, loss=0.002, mat=0.003, sens=1.687, deg=0.000]
Ep 019/100 [S2:+mat]:  75%|██▎| 199/264 [05:02<01:38,  1.52s/it, loss=0.002, mat=0.003, sens=1.687, deg=0.000]
Ep 019/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  76%|██▎| 200/264 [05:04<01:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  76%|██▎| 201/264 [05:05<01:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:35,  1.52s/it, loss=0.002, mat=0.003, sens=2.908, deg=0.000]
Ep 019/100 [S2:+mat]:  77%|██▎| 202/264 [05:07<01:33,  1.51s/it, loss=0.002, mat=0.003, sens=2.908, deg=0.000]
Ep 019/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  77%|██▎| 203/264 [05:08<01:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.51s/it, loss=0.002, mat=0.002, sens=1.762, deg=0.000]
Ep 019/100 [S2:+mat]:  77%|██▎| 204/264 [05:10<01:30,  1.51s/it, loss=0.002, mat=0.002, sens=1.762, deg=0.000]
Ep 019/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:30,  1.51s/it, loss=0.002, mat=0.003, sens=2.192, deg=0.000]
Ep 019/100 [S2:+mat]:  78%|██▎| 205/264 [05:11<01:29,  1.51s/it, loss=0.002, mat=0.003, sens=2.192, deg=0.000]
Ep 019/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  78%|██▎| 206/264 [05:13<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  78%|██▎| 207/264 [05:14<01:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:26,  1.51s/it, loss=0.002, mat=0.003, sens=1.069, deg=0.000]
Ep 019/100 [S2:+mat]:  79%|██▎| 208/264 [05:16<01:24,  1.51s/it, loss=0.002, mat=0.003, sens=1.069, deg=0.000]
Ep 019/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  79%|██▍| 209/264 [05:17<01:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  79%|██▍| 209/264 [05:19<01:23,  1.53s/it, loss=0.002, mat=0.003, sens=2.245, deg=0.000]
Ep 019/100 [S2:+mat]:  80%|██▍| 210/264 [05:19<01:22,  1.53s/it, loss=0.002, mat=0.003, sens=2.245, deg=0.000]
Ep 019/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:22,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  80%|██▍| 211/264 [05:20<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=1.514, deg=0.000]
Ep 019/100 [S2:+mat]:  80%|██▍| 212/264 [05:22<01:19,  1.52s/it, loss=0.002, mat=0.003, sens=1.514, deg=0.000]
Ep 019/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:19,  1.52s/it, loss=0.001, mat=0.003, sens=1.905, deg=0.000]
Ep 019/100 [S2:+mat]:  81%|██▍| 213/264 [05:23<01:18,  1.54s/it, loss=0.001, mat=0.003, sens=1.905, deg=0.000]
Ep 019/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:18,  1.54s/it, loss=0.002, mat=0.003, sens=2.639, deg=0.000]
Ep 019/100 [S2:+mat]:  81%|██▍| 214/264 [05:25<01:16,  1.53s/it, loss=0.002, mat=0.003, sens=2.639, deg=0.000]
Ep 019/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:16,  1.53s/it, loss=0.002, mat=0.003, sens=1.496, deg=0.000]
Ep 019/100 [S2:+mat]:  81%|██▍| 215/264 [05:26<01:14,  1.53s/it, loss=0.002, mat=0.003, sens=1.496, deg=0.000]
Ep 019/100 [S2:+mat]:  81%|██▍| 215/264 [05:28<01:14,  1.53s/it, loss=0.002, mat=0.004, sens=2.302, deg=0.000]
Ep 019/100 [S2:+mat]:  82%|██▍| 216/264 [05:28<01:13,  1.52s/it, loss=0.002, mat=0.004, sens=2.302, deg=0.000]
Ep 019/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  82%|██▍| 217/264 [05:29<01:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  82%|██▍| 217/264 [05:31<01:11,  1.52s/it, loss=0.002, mat=0.003, sens=2.454, deg=0.000]
Ep 019/100 [S2:+mat]:  83%|██▍| 218/264 [05:31<01:09,  1.52s/it, loss=0.002, mat=0.003, sens=2.454, deg=0.000]
Ep 019/100 [S2:+mat]:  83%|██▍| 218/264 [05:32<01:09,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  83%|██▍| 219/264 [05:32<01:08,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  83%|██▍| 219/264 [05:34<01:08,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  83%|██▌| 220/264 [05:34<01:06,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  83%|██▌| 220/264 [05:35<01:06,  1.51s/it, loss=0.002, mat=0.003, sens=2.357, deg=0.000]
Ep 019/100 [S2:+mat]:  84%|██▌| 221/264 [05:35<01:05,  1.51s/it, loss=0.002, mat=0.003, sens=2.357, deg=0.000]
Ep 019/100 [S2:+mat]:  84%|██▌| 221/264 [05:37<01:05,  1.51s/it, loss=0.002, mat=0.003, sens=1.113, deg=0.000]
Ep 019/100 [S2:+mat]:  84%|██▌| 222/264 [05:37<01:03,  1.51s/it, loss=0.002, mat=0.003, sens=1.113, deg=0.000]
Ep 019/100 [S2:+mat]:  84%|██▌| 222/264 [05:38<01:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.943, deg=0.000]
Ep 019/100 [S2:+mat]:  84%|██▌| 223/264 [05:38<01:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.943, deg=0.000]
Ep 019/100 [S2:+mat]:  84%|██▌| 223/264 [05:40<01:01,  1.51s/it, loss=0.002, mat=0.003, sens=2.649, deg=0.000]
Ep 019/100 [S2:+mat]:  85%|██▌| 224/264 [05:40<01:00,  1.51s/it, loss=0.002, mat=0.003, sens=2.649, deg=0.000]
Ep 019/100 [S2:+mat]:  85%|██▌| 224/264 [05:41<01:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.919, deg=0.000]
Ep 019/100 [S2:+mat]:  85%|██▌| 225/264 [05:41<00:58,  1.51s/it, loss=0.003, mat=0.003, sens=0.919, deg=0.000]
Ep 019/100 [S2:+mat]:  85%|██▌| 225/264 [05:43<00:58,  1.51s/it, loss=0.002, mat=0.004, sens=1.000, deg=0.000]
Ep 019/100 [S2:+mat]:  86%|██▌| 226/264 [05:43<00:57,  1.51s/it, loss=0.002, mat=0.004, sens=1.000, deg=0.000]
Ep 019/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=1.155, deg=0.000]
Ep 019/100 [S2:+mat]:  86%|██▌| 227/264 [05:45<00:56,  1.54s/it, loss=0.002, mat=0.003, sens=1.155, deg=0.000]
Ep 019/100 [S2:+mat]:  86%|██▌| 227/264 [05:46<00:56,  1.54s/it, loss=0.002, mat=0.002, sens=0.897, deg=0.000]
Ep 019/100 [S2:+mat]:  86%|██▌| 228/264 [05:46<00:55,  1.53s/it, loss=0.002, mat=0.002, sens=0.897, deg=0.000]
Ep 019/100 [S2:+mat]:  86%|██▌| 228/264 [05:48<00:55,  1.53s/it, loss=0.002, mat=0.003, sens=2.256, deg=0.000]
Ep 019/100 [S2:+mat]:  87%|██▌| 229/264 [05:48<00:53,  1.52s/it, loss=0.002, mat=0.003, sens=2.256, deg=0.000]
Ep 019/100 [S2:+mat]:  87%|██▌| 229/264 [05:49<00:53,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  87%|██▌| 230/264 [05:49<00:51,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  87%|██▌| 230/264 [05:51<00:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.972, deg=0.000]
Ep 019/100 [S2:+mat]:  88%|██▋| 231/264 [05:51<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.972, deg=0.000]
Ep 019/100 [S2:+mat]:  88%|██▋| 231/264 [05:52<00:50,  1.52s/it, loss=0.003, mat=0.004, sens=1.108, deg=0.000]
Ep 019/100 [S2:+mat]:  88%|██▋| 232/264 [05:52<00:48,  1.52s/it, loss=0.003, mat=0.004, sens=1.108, deg=0.000]
Ep 019/100 [S2:+mat]:  88%|██▋| 232/264 [05:54<00:48,  1.52s/it, loss=0.003, mat=0.004, sens=1.189, deg=0.000]
Ep 019/100 [S2:+mat]:  88%|██▋| 233/264 [05:54<00:47,  1.52s/it, loss=0.003, mat=0.004, sens=1.189, deg=0.000]
Ep 019/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:47,  1.52s/it, loss=0.002, mat=0.003, sens=1.018, deg=0.000]
Ep 019/100 [S2:+mat]:  89%|██▋| 234/264 [05:55<00:45,  1.53s/it, loss=0.002, mat=0.003, sens=1.018, deg=0.000]
Ep 019/100 [S2:+mat]:  89%|██▋| 234/264 [05:57<00:45,  1.53s/it, loss=0.002, mat=0.003, sens=1.654, deg=0.000]
Ep 019/100 [S2:+mat]:  89%|██▋| 235/264 [05:57<00:44,  1.53s/it, loss=0.002, mat=0.003, sens=1.654, deg=0.000]
Ep 019/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:44,  1.53s/it, loss=0.002, mat=0.003, sens=3.746, deg=0.000]
Ep 019/100 [S2:+mat]:  89%|██▋| 236/264 [05:58<00:42,  1.52s/it, loss=0.002, mat=0.003, sens=3.746, deg=0.000]
Ep 019/100 [S2:+mat]:  89%|██▋| 236/264 [06:00<00:42,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  90%|██▋| 237/264 [06:00<00:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:41,  1.52s/it, loss=0.003, mat=0.003, sens=2.938, deg=0.000]
Ep 019/100 [S2:+mat]:  90%|██▋| 238/264 [06:01<00:39,  1.52s/it, loss=0.003, mat=0.003, sens=2.938, deg=0.000]
Ep 019/100 [S2:+mat]:  90%|██▋| 238/264 [06:03<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  91%|██▋| 239/264 [06:03<00:38,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:38,  1.54s/it, loss=0.002, mat=0.004, sens=0.924, deg=0.000]
Ep 019/100 [S2:+mat]:  91%|██▋| 240/264 [06:04<00:36,  1.53s/it, loss=0.002, mat=0.004, sens=0.924, deg=0.000]
Ep 019/100 [S2:+mat]:  91%|██▋| 240/264 [06:06<00:36,  1.53s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  91%|██▋| 241/264 [06:06<00:35,  1.53s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:35,  1.53s/it, loss=0.002, mat=0.003, sens=2.885, deg=0.000]
Ep 019/100 [S2:+mat]:  92%|██▊| 242/264 [06:07<00:33,  1.52s/it, loss=0.002, mat=0.003, sens=2.885, deg=0.000]
Ep 019/100 [S2:+mat]:  92%|██▊| 242/264 [06:09<00:33,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  92%|██▊| 243/264 [06:09<00:31,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.798, deg=0.000]
Ep 019/100 [S2:+mat]:  92%|██▊| 244/264 [06:10<00:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.798, deg=0.000]
Ep 019/100 [S2:+mat]:  92%|██▊| 244/264 [06:12<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  93%|██▊| 245/264 [06:12<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.003, mat=0.004, sens=1.126, deg=0.000]
Ep 019/100 [S2:+mat]:  93%|██▊| 246/264 [06:13<00:27,  1.52s/it, loss=0.003, mat=0.004, sens=1.126, deg=0.000]
Ep 019/100 [S2:+mat]:  93%|██▊| 246/264 [06:15<00:27,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  94%|██▊| 247/264 [06:15<00:25,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  94%|██▊| 247/264 [06:16<00:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  94%|██▊| 248/264 [06:16<00:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  94%|██▊| 248/264 [06:18<00:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.817, deg=0.000]
Ep 019/100 [S2:+mat]:  94%|██▊| 249/264 [06:18<00:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.817, deg=0.000]
Ep 019/100 [S2:+mat]:  94%|██▊| 249/264 [06:20<00:22,  1.51s/it, loss=0.002, mat=0.002, sens=2.238, deg=0.000]
Ep 019/100 [S2:+mat]:  95%|██▊| 250/264 [06:20<00:21,  1.51s/it, loss=0.002, mat=0.002, sens=2.238, deg=0.000]
Ep 019/100 [S2:+mat]:  95%|██▊| 250/264 [06:21<00:21,  1.51s/it, loss=0.002, mat=0.002, sens=1.055, deg=0.000]
Ep 019/100 [S2:+mat]:  95%|██▊| 251/264 [06:21<00:19,  1.51s/it, loss=0.002, mat=0.002, sens=1.055, deg=0.000]
Ep 019/100 [S2:+mat]:  95%|██▊| 251/264 [06:23<00:19,  1.51s/it, loss=0.002, mat=0.003, sens=3.648, deg=0.000]
Ep 019/100 [S2:+mat]:  95%|██▊| 252/264 [06:23<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=3.648, deg=0.000]
Ep 019/100 [S2:+mat]:  95%|██▊| 252/264 [06:24<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  96%|██▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  96%|██▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.799, deg=0.000]
Ep 019/100 [S2:+mat]:  96%|██▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.799, deg=0.000]
Ep 019/100 [S2:+mat]:  96%|██▉| 254/264 [06:27<00:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 019/100 [S2:+mat]:  97%|██▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 019/100 [S2:+mat]:  97%|██▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  97%|██▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  97%|██▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.802, deg=0.000]
Ep 019/100 [S2:+mat]:  97%|██▉| 257/264 [06:30<00:10,  1.54s/it, loss=0.003, mat=0.004, sens=0.802, deg=0.000]
Ep 019/100 [S2:+mat]:  97%|██▉| 257/264 [06:32<00:10,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  98%|██▉| 258/264 [06:32<00:09,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  98%|██▉| 258/264 [06:33<00:09,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  98%|██▉| 259/264 [06:33<00:07,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  98%|██▉| 259/264 [06:35<00:07,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  98%|██▉| 260/264 [06:35<00:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  98%|██▉| 260/264 [06:36<00:06,  1.53s/it, loss=0.003, mat=0.005, sens=3.337, deg=0.000]
Ep 019/100 [S2:+mat]:  99%|██▉| 261/264 [06:36<00:04,  1.53s/it, loss=0.003, mat=0.005, sens=3.337, deg=0.000]
Ep 019/100 [S2:+mat]:  99%|██▉| 261/264 [06:38<00:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  99%|██▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]:  99%|██▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.991, deg=0.000]
Ep 019/100 [S2:+mat]: 100%|██▉| 263/264 [06:39<00:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.991, deg=0.000]
Ep 019/100 [S2:+mat]: 100%|██▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 019/100 [S2:+mat]: 100%|███| 264/264 [06:41<00:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 019/100 [S2:+mat]  loss=0.0025  mat=0.0033  sens=0.8947  deg=0.0001  orth=0.0008  α=0.5 β=0.0 γ=0.5  401s

Ep 020/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 020/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:12,  2.10s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:12,  2.10s/it, loss=0.002, mat=0.003, sens=0.806, deg=0.000]
Ep 020/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:38,  1.75s/it, loss=0.002, mat=0.003, sens=0.806, deg=0.000]
Ep 020/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:38,  1.75s/it, loss=0.003, mat=0.004, sens=2.682, deg=0.000]
Ep 020/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:08,  1.64s/it, loss=0.003, mat=0.004, sens=2.682, deg=0.000]
Ep 020/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:08,  1.64s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:53,  1.59s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:53,  1.59s/it, loss=0.002, mat=0.003, sens=0.904, deg=0.000]
Ep 020/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:43,  1.56s/it, loss=0.002, mat=0.003, sens=0.904, deg=0.000]
Ep 020/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:43,  1.56s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:38,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:38,  1.54s/it, loss=0.003, mat=0.004, sens=0.927, deg=0.000]
Ep 020/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:33,  1.53s/it, loss=0.003, mat=0.004, sens=0.927, deg=0.000]
Ep 020/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:33,  1.53s/it, loss=0.002, mat=0.003, sens=3.692, deg=0.000]
Ep 020/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:30,  1.52s/it, loss=0.002, mat=0.003, sens=3.692, deg=0.000]
Ep 020/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:36,  1.56s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:36,  1.56s/it, loss=0.002, mat=0.003, sens=1.091, deg=0.000]
Ep 020/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:32,  1.54s/it, loss=0.002, mat=0.003, sens=1.091, deg=0.000]
Ep 020/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:32,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:27,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:27,  1.53s/it, loss=0.002, mat=0.003, sens=2.279, deg=0.000]
Ep 020/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:24,  1.53s/it, loss=0.002, mat=0.003, sens=2.279, deg=0.000]
Ep 020/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:24,  1.53s/it, loss=0.003, mat=0.003, sens=0.793, deg=0.000]
Ep 020/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.793, deg=0.000]
Ep 020/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:18,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:14,  1.51s/it, loss=0.003, mat=0.005, sens=1.016, deg=0.000]
Ep 020/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:14,  1.52s/it, loss=0.003, mat=0.005, sens=1.016, deg=0.000]
Ep 020/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:14,  1.52s/it, loss=0.007, mat=0.003, sens=2.734, deg=0.000]
Ep 020/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:14,  1.52s/it, loss=0.007, mat=0.003, sens=2.734, deg=0.000]
Ep 020/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:10,  1.52s/it, loss=0.003, mat=0.004, sens=2.611, deg=0.000]
Ep 020/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:08,  1.52s/it, loss=0.003, mat=0.004, sens=2.611, deg=0.000]
Ep 020/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:08,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   8%|▎   | 22/264 [00:33<06:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:06,  1.51s/it, loss=0.002, mat=0.003, sens=1.130, deg=0.000]
Ep 020/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:09,  1.53s/it, loss=0.002, mat=0.003, sens=1.130, deg=0.000]
Ep 020/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:09,  1.53s/it, loss=0.002, mat=0.004, sens=1.013, deg=0.000]
Ep 020/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:07,  1.53s/it, loss=0.002, mat=0.004, sens=1.013, deg=0.000]
Ep 020/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:04,  1.52s/it, loss=0.002, mat=0.003, sens=1.490, deg=0.000]
Ep 020/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:02,  1.52s/it, loss=0.002, mat=0.003, sens=1.490, deg=0.000]
Ep 020/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:02,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<05:59,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<05:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.853, deg=0.000]
Ep 020/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<05:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.853, deg=0.000]
Ep 020/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:57,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:55,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<05:55,  1.51s/it, loss=0.003, mat=0.003, sens=3.147, deg=0.000]
Ep 020/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:53,  1.51s/it, loss=0.003, mat=0.003, sens=3.147, deg=0.000]
Ep 020/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.883, deg=0.000]
Ep 020/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.883, deg=0.000]
Ep 020/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.947, deg=0.000]
Ep 020/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.947, deg=0.000]
Ep 020/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.937, deg=0.000]
Ep 020/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.937, deg=0.000]
Ep 020/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:48,  1.51s/it, loss=0.003, mat=0.003, sens=1.628, deg=0.000]
Ep 020/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:46,  1.51s/it, loss=0.003, mat=0.003, sens=1.628, deg=0.000]
Ep 020/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:46,  1.51s/it, loss=0.003, mat=0.004, sens=2.237, deg=0.000]
Ep 020/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:44,  1.51s/it, loss=0.003, mat=0.004, sens=2.237, deg=0.000]
Ep 020/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.999, deg=0.000]
Ep 020/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.999, deg=0.000]
Ep 020/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:43,  1.51s/it, loss=0.003, mat=0.004, sens=1.069, deg=0.000]
Ep 020/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:42,  1.52s/it, loss=0.003, mat=0.004, sens=1.069, deg=0.000]
Ep 020/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.880, deg=0.000]
Ep 020/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.880, deg=0.000]
Ep 020/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.857, deg=0.000]
Ep 020/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.857, deg=0.000]
Ep 020/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.798, deg=0.000]
Ep 020/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.798, deg=0.000]
Ep 020/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.852, deg=0.000]
Ep 020/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:38,  1.53s/it, loss=0.001, mat=0.003, sens=0.852, deg=0.000]
Ep 020/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:38,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:37,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:37,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:29,  1.52s/it, loss=0.004, mat=0.003, sens=1.283, deg=0.000]
Ep 020/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:27,  1.52s/it, loss=0.004, mat=0.003, sens=1.283, deg=0.000]
Ep 020/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.832, deg=0.000]
Ep 020/100 [S2:+mat]:  19%|▋   | 49/264 [01:14<05:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.832, deg=0.000]
Ep 020/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.814, deg=0.000]
Ep 020/100 [S2:+mat]:  19%|▊   | 51/264 [01:17<05:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.814, deg=0.000]
Ep 020/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:22,  1.52s/it, loss=0.002, mat=0.004, sens=0.967, deg=0.000]
Ep 020/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.967, deg=0.000]
Ep 020/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.812, deg=0.000]
Ep 020/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:24,  1.54s/it, loss=0.002, mat=0.004, sens=0.812, deg=0.000]
Ep 020/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:24,  1.54s/it, loss=0.002, mat=0.003, sens=1.345, deg=0.000]
Ep 020/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:22,  1.53s/it, loss=0.002, mat=0.003, sens=1.345, deg=0.000]
Ep 020/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:22,  1.53s/it, loss=0.003, mat=0.005, sens=3.428, deg=0.000]
Ep 020/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:19,  1.53s/it, loss=0.003, mat=0.005, sens=3.428, deg=0.000]
Ep 020/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 020/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 020/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:12,  1.52s/it, loss=0.002, mat=0.003, sens=1.142, deg=0.000]
Ep 020/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:11,  1.52s/it, loss=0.002, mat=0.003, sens=1.142, deg=0.000]
Ep 020/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:11,  1.52s/it, loss=0.003, mat=0.004, sens=0.804, deg=0.000]
Ep 020/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.804, deg=0.000]
Ep 020/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:07,  1.52s/it, loss=0.003, mat=0.003, sens=2.128, deg=0.000]
Ep 020/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:06,  1.52s/it, loss=0.003, mat=0.003, sens=2.128, deg=0.000]
Ep 020/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.839, deg=0.000]
Ep 020/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.839, deg=0.000]
Ep 020/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  25%|█   | 66/264 [01:40<05:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  25%|█   | 66/264 [01:42<05:02,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  25%|█   | 67/264 [01:42<05:05,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  25%|█   | 67/264 [01:43<05:05,  1.55s/it, loss=0.002, mat=0.003, sens=0.815, deg=0.000]
Ep 020/100 [S2:+mat]:  26%|█   | 68/264 [01:43<05:01,  1.54s/it, loss=0.002, mat=0.003, sens=0.815, deg=0.000]
Ep 020/100 [S2:+mat]:  26%|█   | 68/264 [01:45<05:01,  1.54s/it, loss=0.004, mat=0.003, sens=1.408, deg=0.000]
Ep 020/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:58,  1.53s/it, loss=0.004, mat=0.003, sens=1.408, deg=0.000]
Ep 020/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:56,  1.53s/it, loss=0.004, mat=0.003, sens=0.872, deg=0.000]
Ep 020/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:54,  1.53s/it, loss=0.004, mat=0.003, sens=0.872, deg=0.000]
Ep 020/100 [S2:+mat]:  27%|█   | 71/264 [01:50<04:54,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  27%|█   | 72/264 [01:50<04:52,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:52,  1.52s/it, loss=0.003, mat=0.003, sens=0.808, deg=0.000]
Ep 020/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:50,  1.52s/it, loss=0.003, mat=0.003, sens=0.808, deg=0.000]
Ep 020/100 [S2:+mat]:  28%|█   | 73/264 [01:53<04:50,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  28%|█   | 74/264 [01:53<04:48,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:46,  1.52s/it, loss=0.003, mat=0.004, sens=1.407, deg=0.000]
Ep 020/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:45,  1.52s/it, loss=0.003, mat=0.004, sens=1.407, deg=0.000]
Ep 020/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:43,  1.52s/it, loss=0.002, mat=0.003, sens=2.456, deg=0.000]
Ep 020/100 [S2:+mat]:  30%|█▏  | 78/264 [01:59<04:42,  1.52s/it, loss=0.002, mat=0.003, sens=2.456, deg=0.000]
Ep 020/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:42,  1.52s/it, loss=0.002, mat=0.003, sens=1.595, deg=0.000]
Ep 020/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:44,  1.54s/it, loss=0.002, mat=0.003, sens=1.595, deg=0.000]
Ep 020/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:44,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:41,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:41,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:39,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:36,  1.52s/it, loss=0.002, mat=0.003, sens=1.783, deg=0.000]
Ep 020/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=1.783, deg=0.000]
Ep 020/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:31,  1.52s/it, loss=0.003, mat=0.003, sens=1.246, deg=0.000]
Ep 020/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:29,  1.52s/it, loss=0.003, mat=0.003, sens=1.246, deg=0.000]
Ep 020/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.806, deg=0.000]
Ep 020/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.806, deg=0.000]
Ep 020/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.880, deg=0.000]
Ep 020/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:26,  1.53s/it, loss=0.003, mat=0.004, sens=0.880, deg=0.000]
Ep 020/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:26,  1.53s/it, loss=0.002, mat=0.002, sens=2.218, deg=0.000]
Ep 020/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:24,  1.53s/it, loss=0.002, mat=0.002, sens=2.218, deg=0.000]
Ep 020/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:24,  1.53s/it, loss=0.002, mat=0.004, sens=1.097, deg=0.000]
Ep 020/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:22,  1.53s/it, loss=0.002, mat=0.004, sens=1.097, deg=0.000]
Ep 020/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:22,  1.53s/it, loss=0.002, mat=0.004, sens=2.946, deg=0.000]
Ep 020/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:20,  1.52s/it, loss=0.002, mat=0.004, sens=2.946, deg=0.000]
Ep 020/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:20,  1.52s/it, loss=0.002, mat=0.003, sens=2.622, deg=0.000]
Ep 020/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:18,  1.52s/it, loss=0.002, mat=0.003, sens=2.622, deg=0.000]
Ep 020/100 [S2:+mat]:  36%|█▍  | 94/264 [02:25<04:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 020/100 [S2:+mat]:  36%|█▍  | 95/264 [02:25<04:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 020/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  36%|█▍  | 96/264 [02:28<04:15,  1.52s/it, loss=0.002, mat=0.004, sens=1.105, deg=0.000]
Ep 020/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:17,  1.54s/it, loss=0.002, mat=0.004, sens=1.105, deg=0.000]
Ep 020/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:17,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:14,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  37%|█▍  | 98/264 [02:31<04:14,  1.54s/it, loss=0.003, mat=0.005, sens=0.801, deg=0.000]
Ep 020/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:12,  1.53s/it, loss=0.003, mat=0.005, sens=0.801, deg=0.000]
Ep 020/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  38%|█▏ | 100/264 [02:34<04:10,  1.52s/it, loss=0.002, mat=0.004, sens=3.756, deg=0.000]
Ep 020/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:07,  1.52s/it, loss=0.002, mat=0.004, sens=3.756, deg=0.000]
Ep 020/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:07,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:06,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  39%|█▏ | 102/264 [02:37<04:06,  1.52s/it, loss=0.003, mat=0.003, sens=1.080, deg=0.000]
Ep 020/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:04,  1.52s/it, loss=0.003, mat=0.003, sens=1.080, deg=0.000]
Ep 020/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.800, deg=0.000]
Ep 020/100 [S2:+mat]:  39%|█▏ | 104/264 [02:38<04:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.800, deg=0.000]
Ep 020/100 [S2:+mat]:  39%|█▏ | 104/264 [02:40<04:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  40%|█▏ | 105/264 [02:40<04:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<03:59,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  40%|█▏ | 106/264 [02:43<03:59,  1.52s/it, loss=0.003, mat=0.004, sens=1.389, deg=0.000]
Ep 020/100 [S2:+mat]:  41%|█▏ | 107/264 [02:43<03:58,  1.52s/it, loss=0.003, mat=0.004, sens=1.389, deg=0.000]
Ep 020/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  41%|█▏ | 108/264 [02:46<03:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.797, deg=0.000]
Ep 020/100 [S2:+mat]:  41%|█▏ | 109/264 [02:46<03:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.797, deg=0.000]
Ep 020/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  42%|█▎ | 110/264 [02:49<03:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  42%|█▎ | 111/264 [02:49<03:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:53,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  42%|█▎ | 112/264 [02:52<03:53,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  43%|█▎ | 113/264 [02:52<03:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:51,  1.53s/it, loss=0.002, mat=0.003, sens=1.037, deg=0.000]
Ep 020/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:50,  1.53s/it, loss=0.002, mat=0.003, sens=1.037, deg=0.000]
Ep 020/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  44%|█▎ | 115/264 [02:55<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  44%|█▎ | 115/264 [02:57<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.799, deg=0.000]
Ep 020/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.799, deg=0.000]
Ep 020/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.813, deg=0.000]
Ep 020/100 [S2:+mat]:  44%|█▎ | 117/264 [02:58<03:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.813, deg=0.000]
Ep 020/100 [S2:+mat]:  44%|█▎ | 117/264 [03:00<03:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:42,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  45%|█▎ | 119/264 [03:01<03:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  45%|█▎ | 119/264 [03:03<03:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 020/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 020/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  46%|█▍ | 121/264 [03:04<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  46%|█▍ | 121/264 [03:06<03:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  47%|█▍ | 123/264 [03:07<03:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  47%|█▍ | 123/264 [03:09<03:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.832, deg=0.000]
Ep 020/100 [S2:+mat]:  47%|█▍ | 124/264 [03:09<03:35,  1.54s/it, loss=0.001, mat=0.002, sens=0.832, deg=0.000]
Ep 020/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:35,  1.54s/it, loss=0.001, mat=0.002, sens=0.916, deg=0.000]
Ep 020/100 [S2:+mat]:  47%|█▍ | 125/264 [03:10<03:33,  1.54s/it, loss=0.001, mat=0.002, sens=0.916, deg=0.000]
Ep 020/100 [S2:+mat]:  47%|█▍ | 125/264 [03:12<03:33,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  48%|█▍ | 126/264 [03:12<03:30,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  48%|█▍ | 127/264 [03:13<03:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  48%|█▍ | 127/264 [03:15<03:28,  1.52s/it, loss=0.002, mat=0.003, sens=1.044, deg=0.000]
Ep 020/100 [S2:+mat]:  48%|█▍ | 128/264 [03:15<03:27,  1.52s/it, loss=0.002, mat=0.003, sens=1.044, deg=0.000]
Ep 020/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  49%|█▍ | 129/264 [03:18<03:25,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  49%|█▍ | 130/264 [03:18<03:23,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:22,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  50%|█▍ | 131/264 [03:21<03:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  50%|█▌ | 132/264 [03:21<03:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.804, deg=0.000]
Ep 020/100 [S2:+mat]:  50%|█▌ | 133/264 [03:22<03:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.804, deg=0.000]
Ep 020/100 [S2:+mat]:  50%|█▌ | 133/264 [03:24<03:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  51%|█▌ | 134/264 [03:24<03:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.942, deg=0.000]
Ep 020/100 [S2:+mat]:  51%|█▌ | 135/264 [03:25<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.942, deg=0.000]
Ep 020/100 [S2:+mat]:  51%|█▌ | 135/264 [03:27<03:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  52%|█▌ | 136/264 [03:27<03:14,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.841, deg=0.000]
Ep 020/100 [S2:+mat]:  52%|█▌ | 137/264 [03:28<03:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.841, deg=0.000]
Ep 020/100 [S2:+mat]:  52%|█▌ | 137/264 [03:30<03:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.812, deg=0.000]
Ep 020/100 [S2:+mat]:  52%|█▌ | 138/264 [03:30<03:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.812, deg=0.000]
Ep 020/100 [S2:+mat]:  52%|█▌ | 138/264 [03:32<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  53%|█▌ | 139/264 [03:33<03:11,  1.53s/it, loss=0.003, mat=0.004, sens=1.157, deg=0.000]
Ep 020/100 [S2:+mat]:  53%|█▌ | 140/264 [03:33<03:09,  1.53s/it, loss=0.003, mat=0.004, sens=1.157, deg=0.000]
Ep 020/100 [S2:+mat]:  53%|█▌ | 140/264 [03:35<03:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  53%|█▌ | 141/264 [03:36<03:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.819, deg=0.000]
Ep 020/100 [S2:+mat]:  54%|█▌ | 142/264 [03:36<03:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.819, deg=0.000]
Ep 020/100 [S2:+mat]:  54%|█▌ | 142/264 [03:38<03:05,  1.52s/it, loss=0.002, mat=0.004, sens=4.892, deg=0.000]
Ep 020/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:07,  1.55s/it, loss=0.002, mat=0.004, sens=4.892, deg=0.000]
Ep 020/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:07,  1.55s/it, loss=0.002, mat=0.003, sens=1.726, deg=0.000]
Ep 020/100 [S2:+mat]:  55%|█▋ | 144/264 [03:39<03:04,  1.54s/it, loss=0.002, mat=0.003, sens=1.726, deg=0.000]
Ep 020/100 [S2:+mat]:  55%|█▋ | 144/264 [03:41<03:04,  1.54s/it, loss=0.002, mat=0.004, sens=0.808, deg=0.000]
Ep 020/100 [S2:+mat]:  55%|█▋ | 145/264 [03:41<03:02,  1.53s/it, loss=0.002, mat=0.004, sens=0.808, deg=0.000]
Ep 020/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<03:02,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  55%|█▋ | 146/264 [03:42<03:00,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  55%|█▋ | 146/264 [03:44<03:00,  1.53s/it, loss=0.002, mat=0.004, sens=0.809, deg=0.000]
Ep 020/100 [S2:+mat]:  56%|█▋ | 147/264 [03:44<02:58,  1.53s/it, loss=0.002, mat=0.004, sens=0.809, deg=0.000]
Ep 020/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.818, deg=0.000]
Ep 020/100 [S2:+mat]:  56%|█▋ | 148/264 [03:45<02:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.818, deg=0.000]
Ep 020/100 [S2:+mat]:  56%|█▋ | 148/264 [03:47<02:56,  1.53s/it, loss=0.002, mat=0.002, sens=0.952, deg=0.000]
Ep 020/100 [S2:+mat]:  56%|█▋ | 149/264 [03:47<02:55,  1.52s/it, loss=0.002, mat=0.002, sens=0.952, deg=0.000]
Ep 020/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  57%|█▋ | 150/264 [03:48<02:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  57%|█▋ | 150/264 [03:50<02:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  57%|█▋ | 151/264 [03:50<02:51,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.828, deg=0.000]
Ep 020/100 [S2:+mat]:  58%|█▋ | 152/264 [03:51<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.828, deg=0.000]
Ep 020/100 [S2:+mat]:  58%|█▋ | 152/264 [03:53<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.865, deg=0.000]
Ep 020/100 [S2:+mat]:  58%|█▋ | 153/264 [03:53<02:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.865, deg=0.000]
Ep 020/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  58%|█▊ | 154/264 [03:54<02:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  58%|█▊ | 154/264 [03:56<02:47,  1.52s/it, loss=0.002, mat=0.004, sens=1.201, deg=0.000]
Ep 020/100 [S2:+mat]:  59%|█▊ | 155/264 [03:56<02:45,  1.52s/it, loss=0.002, mat=0.004, sens=1.201, deg=0.000]
Ep 020/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  59%|█▊ | 156/264 [03:57<02:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  59%|█▊ | 156/264 [03:59<02:44,  1.52s/it, loss=0.002, mat=0.004, sens=1.139, deg=0.000]
Ep 020/100 [S2:+mat]:  59%|█▊ | 157/264 [03:59<02:45,  1.54s/it, loss=0.002, mat=0.004, sens=1.139, deg=0.000]
Ep 020/100 [S2:+mat]:  59%|█▊ | 157/264 [04:01<02:45,  1.54s/it, loss=0.002, mat=0.004, sens=1.992, deg=0.000]
Ep 020/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:42,  1.54s/it, loss=0.002, mat=0.004, sens=1.992, deg=0.000]
Ep 020/100 [S2:+mat]:  60%|█▊ | 158/264 [04:02<02:42,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  60%|█▊ | 159/264 [04:02<02:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  60%|█▊ | 159/264 [04:04<02:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  61%|█▊ | 160/264 [04:05<02:38,  1.53s/it, loss=0.002, mat=0.003, sens=4.626, deg=0.000]
Ep 020/100 [S2:+mat]:  61%|█▊ | 161/264 [04:05<02:37,  1.52s/it, loss=0.002, mat=0.003, sens=4.626, deg=0.000]
Ep 020/100 [S2:+mat]:  61%|█▊ | 161/264 [04:07<02:37,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  61%|█▊ | 162/264 [04:08<02:35,  1.52s/it, loss=0.003, mat=0.004, sens=3.096, deg=0.000]
Ep 020/100 [S2:+mat]:  62%|█▊ | 163/264 [04:08<02:35,  1.53s/it, loss=0.003, mat=0.004, sens=3.096, deg=0.000]
Ep 020/100 [S2:+mat]:  62%|█▊ | 163/264 [04:10<02:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  62%|█▊ | 164/264 [04:11<02:33,  1.53s/it, loss=0.003, mat=0.005, sens=0.858, deg=0.000]
Ep 020/100 [S2:+mat]:  62%|█▉ | 165/264 [04:11<02:31,  1.53s/it, loss=0.003, mat=0.005, sens=0.858, deg=0.000]
Ep 020/100 [S2:+mat]:  62%|█▉ | 165/264 [04:13<02:31,  1.53s/it, loss=0.001, mat=0.002, sens=0.903, deg=0.000]
Ep 020/100 [S2:+mat]:  63%|█▉ | 166/264 [04:13<02:29,  1.53s/it, loss=0.001, mat=0.002, sens=0.903, deg=0.000]
Ep 020/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  63%|█▉ | 167/264 [04:14<02:27,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  63%|█▉ | 167/264 [04:16<02:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  64%|█▉ | 168/264 [04:16<02:26,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:26,  1.52s/it, loss=0.002, mat=0.004, sens=0.813, deg=0.000]
Ep 020/100 [S2:+mat]:  64%|█▉ | 169/264 [04:17<02:26,  1.54s/it, loss=0.002, mat=0.004, sens=0.813, deg=0.000]
Ep 020/100 [S2:+mat]:  64%|█▉ | 169/264 [04:19<02:26,  1.54s/it, loss=0.002, mat=0.003, sens=2.789, deg=0.000]
Ep 020/100 [S2:+mat]:  64%|█▉ | 170/264 [04:19<02:24,  1.54s/it, loss=0.002, mat=0.003, sens=2.789, deg=0.000]
Ep 020/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:24,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  65%|█▉ | 171/264 [04:20<02:22,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  65%|█▉ | 171/264 [04:22<02:22,  1.53s/it, loss=0.003, mat=0.004, sens=3.272, deg=0.000]
Ep 020/100 [S2:+mat]:  65%|█▉ | 172/264 [04:22<02:20,  1.53s/it, loss=0.003, mat=0.004, sens=3.272, deg=0.000]
Ep 020/100 [S2:+mat]:  65%|█▉ | 172/264 [04:24<02:20,  1.53s/it, loss=0.002, mat=0.003, sens=1.079, deg=0.000]
Ep 020/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:18,  1.52s/it, loss=0.002, mat=0.003, sens=1.079, deg=0.000]
Ep 020/100 [S2:+mat]:  66%|█▉ | 173/264 [04:25<02:18,  1.52s/it, loss=0.002, mat=0.003, sens=1.192, deg=0.000]
Ep 020/100 [S2:+mat]:  66%|█▉ | 174/264 [04:25<02:17,  1.52s/it, loss=0.002, mat=0.003, sens=1.192, deg=0.000]
Ep 020/100 [S2:+mat]:  66%|█▉ | 174/264 [04:27<02:17,  1.52s/it, loss=0.002, mat=0.003, sens=1.066, deg=0.000]
Ep 020/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:15,  1.52s/it, loss=0.002, mat=0.003, sens=1.066, deg=0.000]
Ep 020/100 [S2:+mat]:  66%|█▉ | 175/264 [04:28<02:15,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  67%|██ | 176/264 [04:28<02:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  67%|██ | 176/264 [04:30<02:13,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  67%|██ | 177/264 [04:31<02:12,  1.52s/it, loss=0.003, mat=0.005, sens=2.413, deg=0.000]
Ep 020/100 [S2:+mat]:  67%|██ | 178/264 [04:31<02:10,  1.52s/it, loss=0.003, mat=0.005, sens=2.413, deg=0.000]
Ep 020/100 [S2:+mat]:  67%|██ | 178/264 [04:33<02:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.815, deg=0.000]
Ep 020/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.815, deg=0.000]
Ep 020/100 [S2:+mat]:  68%|██ | 179/264 [04:34<02:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  68%|██ | 180/264 [04:34<02:07,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  68%|██ | 180/264 [04:36<02:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  69%|██ | 181/264 [04:37<02:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  69%|██ | 182/264 [04:37<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  69%|██ | 182/264 [04:39<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  69%|██ | 183/264 [04:40<02:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.805, deg=0.000]
Ep 020/100 [S2:+mat]:  70%|██ | 184/264 [04:40<02:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.805, deg=0.000]
Ep 020/100 [S2:+mat]:  70%|██ | 184/264 [04:42<02:01,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  70%|██ | 185/264 [04:42<01:59,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  70%|██ | 185/264 [04:43<01:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  70%|██ | 186/264 [04:43<01:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  70%|██ | 186/264 [04:45<01:58,  1.52s/it, loss=0.003, mat=0.003, sens=1.848, deg=0.000]
Ep 020/100 [S2:+mat]:  71%|██▏| 187/264 [04:45<02:00,  1.57s/it, loss=0.003, mat=0.003, sens=1.848, deg=0.000]
Ep 020/100 [S2:+mat]:  71%|██▏| 187/264 [04:46<02:00,  1.57s/it, loss=0.001, mat=0.002, sens=0.927, deg=0.000]
Ep 020/100 [S2:+mat]:  71%|██▏| 188/264 [04:46<01:58,  1.55s/it, loss=0.001, mat=0.002, sens=0.927, deg=0.000]
Ep 020/100 [S2:+mat]:  71%|██▏| 188/264 [04:48<01:58,  1.55s/it, loss=0.003, mat=0.004, sens=1.321, deg=0.000]
Ep 020/100 [S2:+mat]:  72%|██▏| 189/264 [04:48<01:55,  1.54s/it, loss=0.003, mat=0.004, sens=1.321, deg=0.000]
Ep 020/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:55,  1.54s/it, loss=0.002, mat=0.003, sens=0.833, deg=0.000]
Ep 020/100 [S2:+mat]:  72%|██▏| 190/264 [04:49<01:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.833, deg=0.000]
Ep 020/100 [S2:+mat]:  72%|██▏| 190/264 [04:51<01:53,  1.53s/it, loss=0.002, mat=0.003, sens=3.703, deg=0.000]
Ep 020/100 [S2:+mat]:  72%|██▏| 191/264 [04:51<01:51,  1.53s/it, loss=0.002, mat=0.003, sens=3.703, deg=0.000]
Ep 020/100 [S2:+mat]:  72%|██▏| 191/264 [04:53<01:51,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:49,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  73%|██▏| 192/264 [04:54<01:49,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  73%|██▏| 193/264 [04:54<01:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  73%|██▏| 193/264 [04:56<01:48,  1.52s/it, loss=0.002, mat=0.003, sens=2.525, deg=0.000]
Ep 020/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:46,  1.52s/it, loss=0.002, mat=0.003, sens=2.525, deg=0.000]
Ep 020/100 [S2:+mat]:  73%|██▏| 194/264 [04:57<01:46,  1.52s/it, loss=0.002, mat=0.003, sens=1.153, deg=0.000]
Ep 020/100 [S2:+mat]:  74%|██▏| 195/264 [04:57<01:45,  1.52s/it, loss=0.002, mat=0.003, sens=1.153, deg=0.000]
Ep 020/100 [S2:+mat]:  74%|██▏| 195/264 [04:59<01:45,  1.52s/it, loss=0.001, mat=0.002, sens=1.967, deg=0.000]
Ep 020/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:43,  1.52s/it, loss=0.001, mat=0.002, sens=1.967, deg=0.000]
Ep 020/100 [S2:+mat]:  74%|██▏| 196/264 [05:00<01:43,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  75%|██▏| 197/264 [05:00<01:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  75%|██▏| 197/264 [05:02<01:41,  1.52s/it, loss=0.002, mat=0.003, sens=3.132, deg=0.000]
Ep 020/100 [S2:+mat]:  75%|██▎| 198/264 [05:02<01:40,  1.52s/it, loss=0.002, mat=0.003, sens=3.132, deg=0.000]
Ep 020/100 [S2:+mat]:  75%|██▎| 198/264 [05:03<01:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  75%|██▎| 199/264 [05:03<01:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  75%|██▎| 199/264 [05:05<01:38,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:37,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  76%|██▎| 200/264 [05:06<01:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.827, deg=0.000]
Ep 020/100 [S2:+mat]:  76%|██▎| 201/264 [05:06<01:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.827, deg=0.000]
Ep 020/100 [S2:+mat]:  76%|██▎| 201/264 [05:08<01:35,  1.52s/it, loss=0.005, mat=0.003, sens=0.839, deg=0.000]
Ep 020/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:35,  1.54s/it, loss=0.005, mat=0.003, sens=0.839, deg=0.000]
Ep 020/100 [S2:+mat]:  77%|██▎| 202/264 [05:09<01:35,  1.54s/it, loss=0.002, mat=0.003, sens=1.035, deg=0.000]
Ep 020/100 [S2:+mat]:  77%|██▎| 203/264 [05:09<01:33,  1.54s/it, loss=0.002, mat=0.003, sens=1.035, deg=0.000]
Ep 020/100 [S2:+mat]:  77%|██▎| 203/264 [05:11<01:33,  1.54s/it, loss=0.003, mat=0.003, sens=3.322, deg=0.000]
Ep 020/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:31,  1.53s/it, loss=0.003, mat=0.003, sens=3.322, deg=0.000]
Ep 020/100 [S2:+mat]:  77%|██▎| 204/264 [05:12<01:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.797, deg=0.000]
Ep 020/100 [S2:+mat]:  78%|██▎| 205/264 [05:12<01:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.797, deg=0.000]
Ep 020/100 [S2:+mat]:  78%|██▎| 205/264 [05:14<01:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  78%|██▎| 206/264 [05:15<01:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  78%|██▎| 207/264 [05:15<01:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  78%|██▎| 207/264 [05:17<01:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  79%|██▎| 208/264 [05:18<01:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.794, deg=0.000]
Ep 020/100 [S2:+mat]:  79%|██▍| 209/264 [05:18<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.794, deg=0.000]
Ep 020/100 [S2:+mat]:  79%|██▍| 209/264 [05:20<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.798, deg=0.000]
Ep 020/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.798, deg=0.000]
Ep 020/100 [S2:+mat]:  80%|██▍| 210/264 [05:22<01:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.876, deg=0.000]
Ep 020/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:21,  1.53s/it, loss=0.002, mat=0.003, sens=0.876, deg=0.000]
Ep 020/100 [S2:+mat]:  80%|██▍| 211/264 [05:23<01:21,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  80%|██▍| 212/264 [05:25<01:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.820, deg=0.000]
Ep 020/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.820, deg=0.000]
Ep 020/100 [S2:+mat]:  81%|██▍| 213/264 [05:26<01:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:17,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  81%|██▍| 214/264 [05:28<01:17,  1.55s/it, loss=0.002, mat=0.004, sens=2.644, deg=0.000]
Ep 020/100 [S2:+mat]:  81%|██▍| 215/264 [05:28<01:15,  1.54s/it, loss=0.002, mat=0.004, sens=2.644, deg=0.000]
Ep 020/100 [S2:+mat]:  81%|██▍| 215/264 [05:29<01:15,  1.54s/it, loss=0.002, mat=0.003, sens=3.305, deg=0.000]
Ep 020/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:13,  1.53s/it, loss=0.002, mat=0.003, sens=3.305, deg=0.000]
Ep 020/100 [S2:+mat]:  82%|██▍| 216/264 [05:31<01:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  82%|██▍| 217/264 [05:31<01:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  82%|██▍| 217/264 [05:32<01:11,  1.53s/it, loss=0.002, mat=0.003, sens=1.949, deg=0.000]
Ep 020/100 [S2:+mat]:  83%|██▍| 218/264 [05:32<01:10,  1.52s/it, loss=0.002, mat=0.003, sens=1.949, deg=0.000]
Ep 020/100 [S2:+mat]:  83%|██▍| 218/264 [05:34<01:10,  1.52s/it, loss=0.003, mat=0.003, sens=1.367, deg=0.000]
Ep 020/100 [S2:+mat]:  83%|██▍| 219/264 [05:34<01:08,  1.52s/it, loss=0.003, mat=0.003, sens=1.367, deg=0.000]
Ep 020/100 [S2:+mat]:  83%|██▍| 219/264 [05:35<01:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.943, deg=0.000]
Ep 020/100 [S2:+mat]:  83%|██▌| 220/264 [05:35<01:07,  1.52s/it, loss=0.003, mat=0.004, sens=0.943, deg=0.000]
Ep 020/100 [S2:+mat]:  83%|██▌| 220/264 [05:37<01:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  84%|██▌| 221/264 [05:37<01:05,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  84%|██▌| 221/264 [05:38<01:05,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  84%|██▌| 222/264 [05:38<01:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  84%|██▌| 222/264 [05:40<01:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  84%|██▌| 223/264 [05:40<01:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  84%|██▌| 223/264 [05:41<01:02,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  85%|██▌| 224/264 [05:41<01:00,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  85%|██▌| 224/264 [05:43<01:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.822, deg=0.000]
Ep 020/100 [S2:+mat]:  85%|██▌| 225/264 [05:43<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.822, deg=0.000]
Ep 020/100 [S2:+mat]:  85%|██▌| 225/264 [05:44<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.930, deg=0.000]
Ep 020/100 [S2:+mat]:  86%|██▌| 226/264 [05:44<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.930, deg=0.000]
Ep 020/100 [S2:+mat]:  86%|██▌| 226/264 [05:46<00:57,  1.52s/it, loss=0.003, mat=0.005, sens=1.960, deg=0.000]
Ep 020/100 [S2:+mat]:  86%|██▌| 227/264 [05:46<00:56,  1.52s/it, loss=0.003, mat=0.005, sens=1.960, deg=0.000]
Ep 020/100 [S2:+mat]:  86%|██▌| 227/264 [05:47<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.811, deg=0.000]
Ep 020/100 [S2:+mat]:  86%|██▌| 228/264 [05:47<00:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.811, deg=0.000]
Ep 020/100 [S2:+mat]:  86%|██▌| 228/264 [05:49<00:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  87%|██▌| 229/264 [05:49<00:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  87%|██▌| 229/264 [05:50<00:53,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  87%|██▌| 230/264 [05:50<00:51,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  87%|██▌| 230/264 [05:52<00:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.802, deg=0.000]
Ep 020/100 [S2:+mat]:  88%|██▋| 231/264 [05:52<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.802, deg=0.000]
Ep 020/100 [S2:+mat]:  88%|██▋| 231/264 [05:54<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  88%|██▋| 232/264 [05:54<00:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  88%|██▋| 232/264 [05:55<00:48,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:47,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  88%|██▋| 233/264 [05:57<00:47,  1.54s/it, loss=0.002, mat=0.003, sens=0.893, deg=0.000]
Ep 020/100 [S2:+mat]:  89%|██▋| 234/264 [05:57<00:46,  1.54s/it, loss=0.002, mat=0.003, sens=0.893, deg=0.000]
Ep 020/100 [S2:+mat]:  89%|██▋| 234/264 [05:58<00:46,  1.54s/it, loss=0.002, mat=0.003, sens=0.885, deg=0.000]
Ep 020/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:44,  1.55s/it, loss=0.002, mat=0.003, sens=0.885, deg=0.000]
Ep 020/100 [S2:+mat]:  89%|██▋| 235/264 [06:00<00:44,  1.55s/it, loss=0.002, mat=0.003, sens=3.661, deg=0.000]
Ep 020/100 [S2:+mat]:  89%|██▋| 236/264 [06:00<00:43,  1.54s/it, loss=0.002, mat=0.003, sens=3.661, deg=0.000]
Ep 020/100 [S2:+mat]:  89%|██▋| 236/264 [06:01<00:43,  1.54s/it, loss=0.001, mat=0.002, sens=2.586, deg=0.000]
Ep 020/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:41,  1.53s/it, loss=0.001, mat=0.002, sens=2.586, deg=0.000]
Ep 020/100 [S2:+mat]:  90%|██▋| 237/264 [06:03<00:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  90%|██▋| 238/264 [06:03<00:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  90%|██▋| 238/264 [06:04<00:39,  1.53s/it, loss=0.001, mat=0.002, sens=1.742, deg=0.000]
Ep 020/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:38,  1.53s/it, loss=0.001, mat=0.002, sens=1.742, deg=0.000]
Ep 020/100 [S2:+mat]:  91%|██▋| 239/264 [06:06<00:38,  1.53s/it, loss=0.002, mat=0.003, sens=2.632, deg=0.000]
Ep 020/100 [S2:+mat]:  91%|██▋| 240/264 [06:06<00:36,  1.52s/it, loss=0.002, mat=0.003, sens=2.632, deg=0.000]
Ep 020/100 [S2:+mat]:  91%|██▋| 240/264 [06:07<00:36,  1.52s/it, loss=0.002, mat=0.003, sens=2.803, deg=0.000]
Ep 020/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:35,  1.52s/it, loss=0.002, mat=0.003, sens=2.803, deg=0.000]
Ep 020/100 [S2:+mat]:  91%|██▋| 241/264 [06:09<00:35,  1.52s/it, loss=0.002, mat=0.004, sens=2.321, deg=0.000]
Ep 020/100 [S2:+mat]:  92%|██▊| 242/264 [06:09<00:33,  1.52s/it, loss=0.002, mat=0.004, sens=2.321, deg=0.000]
Ep 020/100 [S2:+mat]:  92%|██▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.797, deg=0.000]
Ep 020/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.797, deg=0.000]
Ep 020/100 [S2:+mat]:  92%|██▊| 243/264 [06:12<00:31,  1.52s/it, loss=0.002, mat=0.004, sens=1.623, deg=0.000]
Ep 020/100 [S2:+mat]:  92%|██▊| 244/264 [06:12<00:30,  1.52s/it, loss=0.002, mat=0.004, sens=1.623, deg=0.000]
Ep 020/100 [S2:+mat]:  92%|██▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.002, mat=0.004, sens=2.397, deg=0.000]
Ep 020/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.002, mat=0.004, sens=2.397, deg=0.000]
Ep 020/100 [S2:+mat]:  93%|██▊| 245/264 [06:15<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=2.433, deg=0.000]
Ep 020/100 [S2:+mat]:  93%|██▊| 246/264 [06:15<00:27,  1.52s/it, loss=0.002, mat=0.003, sens=2.433, deg=0.000]
Ep 020/100 [S2:+mat]:  93%|██▊| 246/264 [06:17<00:27,  1.52s/it, loss=0.002, mat=0.003, sens=1.421, deg=0.000]
Ep 020/100 [S2:+mat]:  94%|██▊| 247/264 [06:17<00:26,  1.54s/it, loss=0.002, mat=0.003, sens=1.421, deg=0.000]
Ep 020/100 [S2:+mat]:  94%|██▊| 247/264 [06:18<00:26,  1.54s/it, loss=0.003, mat=0.003, sens=0.865, deg=0.000]
Ep 020/100 [S2:+mat]:  94%|██▊| 248/264 [06:18<00:24,  1.54s/it, loss=0.003, mat=0.003, sens=0.865, deg=0.000]
Ep 020/100 [S2:+mat]:  94%|██▊| 248/264 [06:20<00:24,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  94%|██▊| 249/264 [06:20<00:22,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  94%|██▊| 249/264 [06:21<00:22,  1.53s/it, loss=0.002, mat=0.003, sens=1.085, deg=0.000]
Ep 020/100 [S2:+mat]:  95%|██▊| 250/264 [06:21<00:21,  1.53s/it, loss=0.002, mat=0.003, sens=1.085, deg=0.000]
Ep 020/100 [S2:+mat]:  95%|██▊| 250/264 [06:23<00:21,  1.53s/it, loss=0.003, mat=0.004, sens=0.983, deg=0.000]
Ep 020/100 [S2:+mat]:  95%|██▊| 251/264 [06:23<00:19,  1.53s/it, loss=0.003, mat=0.004, sens=0.983, deg=0.000]
Ep 020/100 [S2:+mat]:  95%|██▊| 251/264 [06:24<00:19,  1.53s/it, loss=0.003, mat=0.004, sens=0.826, deg=0.000]
Ep 020/100 [S2:+mat]:  95%|██▊| 252/264 [06:24<00:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.826, deg=0.000]
Ep 020/100 [S2:+mat]:  95%|██▊| 252/264 [06:26<00:18,  1.52s/it, loss=0.003, mat=0.004, sens=3.013, deg=0.000]
Ep 020/100 [S2:+mat]:  96%|██▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.003, mat=0.004, sens=3.013, deg=0.000]
Ep 020/100 [S2:+mat]:  96%|██▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.002, mat=0.004, sens=1.028, deg=0.000]
Ep 020/100 [S2:+mat]:  96%|██▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.002, mat=0.004, sens=1.028, deg=0.000]
Ep 020/100 [S2:+mat]:  96%|██▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  97%|██▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  97%|██▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.002, mat=0.002, sens=0.879, deg=0.000]
Ep 020/100 [S2:+mat]:  97%|██▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.002, mat=0.002, sens=0.879, deg=0.000]
Ep 020/100 [S2:+mat]:  97%|██▉| 256/264 [06:32<00:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  97%|██▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  97%|██▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.806, deg=0.000]
Ep 020/100 [S2:+mat]:  98%|██▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.806, deg=0.000]
Ep 020/100 [S2:+mat]:  98%|██▉| 258/264 [06:35<00:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  98%|██▉| 259/264 [06:35<00:07,  1.56s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  98%|██▉| 259/264 [06:36<00:07,  1.56s/it, loss=0.002, mat=0.003, sens=1.788, deg=0.000]
Ep 020/100 [S2:+mat]:  98%|██▉| 260/264 [06:36<00:06,  1.55s/it, loss=0.002, mat=0.003, sens=1.788, deg=0.000]
Ep 020/100 [S2:+mat]:  98%|██▉| 260/264 [06:38<00:06,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  99%|██▉| 261/264 [06:38<00:04,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  99%|██▉| 261/264 [06:39<00:04,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  99%|██▉| 262/264 [06:39<00:03,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]:  99%|██▉| 262/264 [06:41<00:03,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]: 100%|██▉| 263/264 [06:41<00:01,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 020/100 [S2:+mat]: 100%|██▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.002, mat=0.004, sens=1.982, deg=0.000]
Ep 020/100 [S2:+mat]: 100%|███| 264/264 [06:42<00:00,  1.53s/it, loss=0.002, mat=0.004, sens=1.982, deg=0.000]
                                                                                                              
Epoch 020/100 [S2:+mat]  loss=0.0022  mat=0.0032  sens=0.8407  deg=0.0000  orth=0.0006  α=0.5 β=0.0 γ=0.5  403s

Ep 021/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 021/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:16,  2.12s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:16,  2.12s/it, loss=0.003, mat=0.004, sens=0.922, deg=0.000]
Ep 021/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:41,  1.76s/it, loss=0.003, mat=0.004, sens=0.922, deg=0.000]
Ep 021/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:41,  1.76s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:10,  1.65s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:10,  1.65s/it, loss=0.003, mat=0.004, sens=0.862, deg=0.000]
Ep 021/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:54,  1.60s/it, loss=0.003, mat=0.004, sens=0.862, deg=0.000]
Ep 021/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:54,  1.60s/it, loss=0.002, mat=0.003, sens=0.983, deg=0.000]
Ep 021/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:45,  1.56s/it, loss=0.002, mat=0.003, sens=0.983, deg=0.000]
Ep 021/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:45,  1.56s/it, loss=0.002, mat=0.002, sens=1.224, deg=0.000]
Ep 021/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:39,  1.55s/it, loss=0.002, mat=0.002, sens=1.224, deg=0.000]
Ep 021/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:39,  1.55s/it, loss=0.002, mat=0.004, sens=0.816, deg=0.000]
Ep 021/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:35,  1.54s/it, loss=0.002, mat=0.004, sens=0.816, deg=0.000]
Ep 021/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:35,  1.54s/it, loss=0.002, mat=0.003, sens=3.257, deg=0.000]
Ep 021/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:31,  1.53s/it, loss=0.002, mat=0.003, sens=3.257, deg=0.000]
Ep 021/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:38,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:38,  1.56s/it, loss=0.002, mat=0.003, sens=1.845, deg=0.000]
Ep 021/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:32,  1.55s/it, loss=0.002, mat=0.003, sens=1.845, deg=0.000]
Ep 021/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:32,  1.55s/it, loss=0.002, mat=0.003, sens=0.990, deg=0.000]
Ep 021/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:29,  1.54s/it, loss=0.002, mat=0.003, sens=0.990, deg=0.000]
Ep 021/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:29,  1.54s/it, loss=0.003, mat=0.004, sens=1.338, deg=0.000]
Ep 021/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:25,  1.53s/it, loss=0.003, mat=0.004, sens=1.338, deg=0.000]
Ep 021/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:25,  1.53s/it, loss=0.002, mat=0.004, sens=2.283, deg=0.000]
Ep 021/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:23,  1.53s/it, loss=0.002, mat=0.004, sens=2.283, deg=0.000]
Ep 021/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:23,  1.53s/it, loss=0.002, mat=0.003, sens=3.430, deg=0.000]
Ep 021/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:21,  1.52s/it, loss=0.002, mat=0.003, sens=3.430, deg=0.000]
Ep 021/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:21,  1.52s/it, loss=0.003, mat=0.003, sens=1.879, deg=0.000]
Ep 021/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:18,  1.52s/it, loss=0.003, mat=0.003, sens=1.879, deg=0.000]
Ep 021/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:18,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:16,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:13,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:13,  1.52s/it, loss=0.002, mat=0.002, sens=0.862, deg=0.000]
Ep 021/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:14,  1.53s/it, loss=0.002, mat=0.002, sens=0.862, deg=0.000]
Ep 021/100 [S2:+mat]:   7%|▎   | 19/264 [00:31<06:14,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   8%|▎   | 20/264 [00:31<06:12,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   8%|▎   | 21/264 [00:34<06:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.860, deg=0.000]
Ep 021/100 [S2:+mat]:   8%|▎   | 22/264 [00:34<06:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.860, deg=0.000]
Ep 021/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.810, deg=0.000]
Ep 021/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.810, deg=0.000]
Ep 021/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:05,  1.52s/it, loss=0.002, mat=0.003, sens=1.631, deg=0.000]
Ep 021/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:03,  1.52s/it, loss=0.002, mat=0.003, sens=1.631, deg=0.000]
Ep 021/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<06:05,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<06:05,  1.54s/it, loss=0.002, mat=0.003, sens=0.808, deg=0.000]
Ep 021/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<06:03,  1.54s/it, loss=0.002, mat=0.003, sens=0.808, deg=0.000]
Ep 021/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<06:03,  1.54s/it, loss=0.002, mat=0.003, sens=0.939, deg=0.000]
Ep 021/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<06:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.939, deg=0.000]
Ep 021/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<06:00,  1.53s/it, loss=0.002, mat=0.003, sens=2.167, deg=0.000]
Ep 021/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:57,  1.53s/it, loss=0.002, mat=0.003, sens=2.167, deg=0.000]
Ep 021/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.853, deg=0.000]
Ep 021/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.853, deg=0.000]
Ep 021/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:56,  1.53s/it, loss=0.002, mat=0.003, sens=1.244, deg=0.000]
Ep 021/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:54,  1.53s/it, loss=0.002, mat=0.003, sens=1.244, deg=0.000]
Ep 021/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:54,  1.53s/it, loss=0.002, mat=0.002, sens=2.940, deg=0.000]
Ep 021/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:52,  1.53s/it, loss=0.002, mat=0.002, sens=2.940, deg=0.000]
Ep 021/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.860, deg=0.000]
Ep 021/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.860, deg=0.000]
Ep 021/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:51,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:49,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  14%|▌   | 36/264 [00:57<05:47,  1.52s/it, loss=0.001, mat=0.002, sens=1.601, deg=0.000]
Ep 021/100 [S2:+mat]:  14%|▌   | 37/264 [00:57<05:45,  1.52s/it, loss=0.001, mat=0.002, sens=1.601, deg=0.000]
Ep 021/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  14%|▌   | 38/264 [01:00<05:43,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  15%|▌   | 39/264 [01:00<05:42,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  15%|▌   | 40/264 [01:03<05:41,  1.52s/it, loss=0.002, mat=0.003, sens=3.765, deg=0.000]
Ep 021/100 [S2:+mat]:  16%|▌   | 41/264 [01:03<05:39,  1.52s/it, loss=0.002, mat=0.003, sens=3.765, deg=0.000]
Ep 021/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:39,  1.52s/it, loss=0.002, mat=0.003, sens=2.591, deg=0.000]
Ep 021/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:42,  1.54s/it, loss=0.002, mat=0.003, sens=2.591, deg=0.000]
Ep 021/100 [S2:+mat]:  16%|▋   | 42/264 [01:06<05:42,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  16%|▋   | 43/264 [01:06<05:42,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:42,  1.55s/it, loss=0.002, mat=0.003, sens=0.786, deg=0.000]
Ep 021/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:39,  1.54s/it, loss=0.002, mat=0.003, sens=0.786, deg=0.000]
Ep 021/100 [S2:+mat]:  17%|▋   | 44/264 [01:09<05:39,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  17%|▋   | 45/264 [01:09<05:36,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:36,  1.54s/it, loss=0.002, mat=0.003, sens=1.156, deg=0.000]
Ep 021/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:33,  1.53s/it, loss=0.002, mat=0.003, sens=1.156, deg=0.000]
Ep 021/100 [S2:+mat]:  17%|▋   | 46/264 [01:12<05:33,  1.53s/it, loss=0.002, mat=0.004, sens=2.633, deg=0.000]
Ep 021/100 [S2:+mat]:  18%|▋   | 47/264 [01:12<05:31,  1.53s/it, loss=0.002, mat=0.004, sens=2.633, deg=0.000]
Ep 021/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.811, deg=0.000]
Ep 021/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.811, deg=0.000]
Ep 021/100 [S2:+mat]:  18%|▋   | 48/264 [01:15<05:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.879, deg=0.000]
Ep 021/100 [S2:+mat]:  19%|▋   | 49/264 [01:15<05:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.879, deg=0.000]
Ep 021/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:28,  1.53s/it, loss=0.002, mat=0.004, sens=2.412, deg=0.000]
Ep 021/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:26,  1.53s/it, loss=0.002, mat=0.004, sens=2.412, deg=0.000]
Ep 021/100 [S2:+mat]:  19%|▊   | 50/264 [01:18<05:26,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  19%|▊   | 51/264 [01:18<05:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:24,  1.52s/it, loss=0.001, mat=0.002, sens=3.812, deg=0.000]
Ep 021/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:23,  1.52s/it, loss=0.001, mat=0.002, sens=3.812, deg=0.000]
Ep 021/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  20%|▊   | 53/264 [01:23<05:21,  1.52s/it, loss=0.002, mat=0.004, sens=0.827, deg=0.000]
Ep 021/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:24,  1.54s/it, loss=0.002, mat=0.004, sens=0.827, deg=0.000]
Ep 021/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:24,  1.54s/it, loss=0.002, mat=0.002, sens=1.877, deg=0.000]
Ep 021/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:21,  1.54s/it, loss=0.002, mat=0.002, sens=1.877, deg=0.000]
Ep 021/100 [S2:+mat]:  21%|▊   | 55/264 [01:26<05:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  21%|▊   | 56/264 [01:26<05:19,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:19,  1.54s/it, loss=0.002, mat=0.003, sens=0.823, deg=0.000]
Ep 021/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.823, deg=0.000]
Ep 021/100 [S2:+mat]:  22%|▊   | 57/264 [01:29<05:16,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:14,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.802, deg=0.000]
Ep 021/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.802, deg=0.000]
Ep 021/100 [S2:+mat]:  22%|▉   | 59/264 [01:32<05:12,  1.53s/it, loss=0.002, mat=0.004, sens=1.911, deg=0.000]
Ep 021/100 [S2:+mat]:  23%|▉   | 60/264 [01:32<05:11,  1.52s/it, loss=0.002, mat=0.004, sens=1.911, deg=0.000]
Ep 021/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:11,  1.52s/it, loss=0.002, mat=0.003, sens=1.996, deg=0.000]
Ep 021/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:09,  1.53s/it, loss=0.002, mat=0.003, sens=1.996, deg=0.000]
Ep 021/100 [S2:+mat]:  23%|▉   | 61/264 [01:35<05:09,  1.53s/it, loss=0.003, mat=0.004, sens=0.879, deg=0.000]
Ep 021/100 [S2:+mat]:  23%|▉   | 62/264 [01:35<05:08,  1.53s/it, loss=0.003, mat=0.004, sens=0.879, deg=0.000]
Ep 021/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  24%|▉   | 63/264 [01:38<05:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  24%|▉   | 64/264 [01:38<05:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  25%|▉   | 65/264 [01:41<05:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  25%|█   | 66/264 [01:41<05:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  25%|█   | 66/264 [01:42<05:01,  1.52s/it, loss=0.002, mat=0.003, sens=1.022, deg=0.000]
Ep 021/100 [S2:+mat]:  25%|█   | 67/264 [01:42<05:01,  1.53s/it, loss=0.002, mat=0.003, sens=1.022, deg=0.000]
Ep 021/100 [S2:+mat]:  25%|█   | 67/264 [01:44<05:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  26%|█   | 68/264 [01:44<05:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  26%|█   | 68/264 [01:45<05:00,  1.53s/it, loss=0.003, mat=0.004, sens=0.807, deg=0.000]
Ep 021/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:58,  1.53s/it, loss=0.003, mat=0.004, sens=0.807, deg=0.000]
Ep 021/100 [S2:+mat]:  26%|█   | 69/264 [01:47<04:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  27%|█   | 70/264 [01:47<04:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  27%|█   | 70/264 [01:49<04:56,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:54,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  27%|█   | 71/264 [01:50<04:54,  1.52s/it, loss=0.002, mat=0.003, sens=1.728, deg=0.000]
Ep 021/100 [S2:+mat]:  27%|█   | 72/264 [01:50<04:52,  1.52s/it, loss=0.002, mat=0.003, sens=1.728, deg=0.000]
Ep 021/100 [S2:+mat]:  27%|█   | 72/264 [01:52<04:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.797, deg=0.000]
Ep 021/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:55,  1.55s/it, loss=0.002, mat=0.003, sens=0.797, deg=0.000]
Ep 021/100 [S2:+mat]:  28%|█   | 73/264 [01:53<04:55,  1.55s/it, loss=0.002, mat=0.002, sens=0.885, deg=0.000]
Ep 021/100 [S2:+mat]:  28%|█   | 74/264 [01:53<04:52,  1.54s/it, loss=0.002, mat=0.002, sens=0.885, deg=0.000]
Ep 021/100 [S2:+mat]:  28%|█   | 74/264 [01:55<04:52,  1.54s/it, loss=0.002, mat=0.004, sens=0.845, deg=0.000]
Ep 021/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:49,  1.53s/it, loss=0.002, mat=0.004, sens=0.845, deg=0.000]
Ep 021/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:49,  1.53s/it, loss=0.003, mat=0.005, sens=0.830, deg=0.000]
Ep 021/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:47,  1.53s/it, loss=0.003, mat=0.005, sens=0.830, deg=0.000]
Ep 021/100 [S2:+mat]:  29%|█▏  | 76/264 [01:58<04:47,  1.53s/it, loss=0.002, mat=0.003, sens=0.922, deg=0.000]
Ep 021/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.922, deg=0.000]
Ep 021/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:45,  1.53s/it, loss=0.002, mat=0.003, sens=3.736, deg=0.000]
Ep 021/100 [S2:+mat]:  30%|█▏  | 78/264 [01:59<04:44,  1.53s/it, loss=0.002, mat=0.003, sens=3.736, deg=0.000]
Ep 021/100 [S2:+mat]:  30%|█▏  | 78/264 [02:01<04:44,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:42,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:42,  1.53s/it, loss=0.002, mat=0.003, sens=2.268, deg=0.000]
Ep 021/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:40,  1.52s/it, loss=0.002, mat=0.003, sens=2.268, deg=0.000]
Ep 021/100 [S2:+mat]:  30%|█▏  | 80/264 [02:04<04:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:38,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:38,  1.52s/it, loss=0.002, mat=0.003, sens=2.303, deg=0.000]
Ep 021/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:37,  1.52s/it, loss=0.002, mat=0.003, sens=2.303, deg=0.000]
Ep 021/100 [S2:+mat]:  31%|█▏  | 82/264 [02:07<04:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.796, deg=0.000]
Ep 021/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.796, deg=0.000]
Ep 021/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:35,  1.52s/it, loss=0.002, mat=0.004, sens=2.464, deg=0.000]
Ep 021/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:34,  1.52s/it, loss=0.002, mat=0.004, sens=2.464, deg=0.000]
Ep 021/100 [S2:+mat]:  32%|█▎  | 84/264 [02:10<04:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.800, deg=0.000]
Ep 021/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.800, deg=0.000]
Ep 021/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:32,  1.52s/it, loss=0.002, mat=0.003, sens=2.626, deg=0.000]
Ep 021/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:31,  1.52s/it, loss=0.002, mat=0.003, sens=2.626, deg=0.000]
Ep 021/100 [S2:+mat]:  33%|█▎  | 86/264 [02:13<04:31,  1.52s/it, loss=0.001, mat=0.002, sens=0.801, deg=0.000]
Ep 021/100 [S2:+mat]:  33%|█▎  | 87/264 [02:13<04:33,  1.55s/it, loss=0.001, mat=0.002, sens=0.801, deg=0.000]
Ep 021/100 [S2:+mat]:  33%|█▎  | 87/264 [02:15<04:33,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:31,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  33%|█▎  | 88/264 [02:16<04:31,  1.54s/it, loss=0.002, mat=0.003, sens=2.655, deg=0.000]
Ep 021/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:28,  1.54s/it, loss=0.002, mat=0.003, sens=2.655, deg=0.000]
Ep 021/100 [S2:+mat]:  34%|█▎  | 89/264 [02:18<04:28,  1.54s/it, loss=0.002, mat=0.003, sens=1.082, deg=0.000]
Ep 021/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:26,  1.53s/it, loss=0.002, mat=0.003, sens=1.082, deg=0.000]
Ep 021/100 [S2:+mat]:  34%|█▎  | 90/264 [02:19<04:26,  1.53s/it, loss=0.002, mat=0.002, sens=1.267, deg=0.000]
Ep 021/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:26,  1.54s/it, loss=0.002, mat=0.002, sens=1.267, deg=0.000]
Ep 021/100 [S2:+mat]:  34%|█▍  | 91/264 [02:21<04:26,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:24,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  35%|█▍  | 92/264 [02:22<04:24,  1.54s/it, loss=0.002, mat=0.003, sens=0.815, deg=0.000]
Ep 021/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:23,  1.54s/it, loss=0.002, mat=0.003, sens=0.815, deg=0.000]
Ep 021/100 [S2:+mat]:  35%|█▍  | 93/264 [02:24<04:23,  1.54s/it, loss=0.002, mat=0.003, sens=1.021, deg=0.000]
Ep 021/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:20,  1.53s/it, loss=0.002, mat=0.003, sens=1.021, deg=0.000]
Ep 021/100 [S2:+mat]:  36%|█▍  | 94/264 [02:25<04:20,  1.53s/it, loss=0.001, mat=0.002, sens=0.887, deg=0.000]
Ep 021/100 [S2:+mat]:  36%|█▍  | 95/264 [02:25<04:18,  1.53s/it, loss=0.001, mat=0.002, sens=0.887, deg=0.000]
Ep 021/100 [S2:+mat]:  36%|█▍  | 95/264 [02:27<04:18,  1.53s/it, loss=0.003, mat=0.003, sens=1.062, deg=0.000]
Ep 021/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:16,  1.53s/it, loss=0.003, mat=0.003, sens=1.062, deg=0.000]
Ep 021/100 [S2:+mat]:  36%|█▍  | 96/264 [02:28<04:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  37%|█▍  | 97/264 [02:30<04:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  37%|█▍  | 98/264 [02:31<04:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:14,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  38%|█▌  | 99/264 [02:33<04:14,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:12,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  38%|█▏ | 100/264 [02:34<04:12,  1.54s/it, loss=0.002, mat=0.003, sens=0.822, deg=0.000]
Ep 021/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.822, deg=0.000]
Ep 021/100 [S2:+mat]:  38%|█▏ | 101/264 [02:36<04:09,  1.53s/it, loss=0.002, mat=0.003, sens=1.624, deg=0.000]
Ep 021/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:07,  1.53s/it, loss=0.002, mat=0.003, sens=1.624, deg=0.000]
Ep 021/100 [S2:+mat]:  39%|█▏ | 102/264 [02:38<04:07,  1.53s/it, loss=0.002, mat=0.003, sens=1.213, deg=0.000]
Ep 021/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:05,  1.53s/it, loss=0.002, mat=0.003, sens=1.213, deg=0.000]
Ep 021/100 [S2:+mat]:  39%|█▏ | 103/264 [02:39<04:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.893, deg=0.000]
Ep 021/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.893, deg=0.000]
Ep 021/100 [S2:+mat]:  39%|█▏ | 104/264 [02:41<04:04,  1.53s/it, loss=0.002, mat=0.003, sens=1.010, deg=0.000]
Ep 021/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:02,  1.52s/it, loss=0.002, mat=0.003, sens=1.010, deg=0.000]
Ep 021/100 [S2:+mat]:  40%|█▏ | 105/264 [02:42<04:02,  1.52s/it, loss=0.003, mat=0.003, sens=1.940, deg=0.000]
Ep 021/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:00,  1.52s/it, loss=0.003, mat=0.003, sens=1.940, deg=0.000]
Ep 021/100 [S2:+mat]:  40%|█▏ | 106/264 [02:44<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  41%|█▏ | 107/264 [02:45<03:59,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:57,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  41%|█▏ | 108/264 [02:47<03:57,  1.52s/it, loss=0.001, mat=0.002, sens=1.712, deg=0.000]
Ep 021/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:56,  1.52s/it, loss=0.001, mat=0.002, sens=1.712, deg=0.000]
Ep 021/100 [S2:+mat]:  41%|█▏ | 109/264 [02:48<03:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  42%|█▎ | 110/264 [02:50<03:54,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:52,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  42%|█▎ | 111/264 [02:51<03:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  42%|█▎ | 112/264 [02:53<03:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  43%|█▎ | 113/264 [02:54<03:49,  1.52s/it, loss=0.002, mat=0.003, sens=1.435, deg=0.000]
Ep 021/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:48,  1.52s/it, loss=0.002, mat=0.003, sens=1.435, deg=0.000]
Ep 021/100 [S2:+mat]:  43%|█▎ | 114/264 [02:56<03:48,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  44%|█▎ | 115/264 [02:57<03:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:46,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  44%|█▎ | 116/264 [02:59<03:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.841, deg=0.000]
Ep 021/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:48,  1.55s/it, loss=0.002, mat=0.003, sens=0.841, deg=0.000]
Ep 021/100 [S2:+mat]:  44%|█▎ | 117/264 [03:00<03:48,  1.55s/it, loss=0.002, mat=0.002, sens=1.017, deg=0.000]
Ep 021/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:45,  1.54s/it, loss=0.002, mat=0.002, sens=1.017, deg=0.000]
Ep 021/100 [S2:+mat]:  45%|█▎ | 118/264 [03:02<03:45,  1.54s/it, loss=0.003, mat=0.004, sens=0.794, deg=0.000]
Ep 021/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:42,  1.54s/it, loss=0.003, mat=0.004, sens=0.794, deg=0.000]
Ep 021/100 [S2:+mat]:  45%|█▎ | 119/264 [03:04<03:42,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  45%|█▎ | 120/264 [03:05<03:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.819, deg=0.000]
Ep 021/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.819, deg=0.000]
Ep 021/100 [S2:+mat]:  46%|█▍ | 121/264 [03:07<03:38,  1.53s/it, loss=0.002, mat=0.004, sens=0.830, deg=0.000]
Ep 021/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:36,  1.52s/it, loss=0.002, mat=0.004, sens=0.830, deg=0.000]
Ep 021/100 [S2:+mat]:  46%|█▍ | 122/264 [03:08<03:36,  1.52s/it, loss=0.002, mat=0.003, sens=1.860, deg=0.000]
Ep 021/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:34,  1.52s/it, loss=0.002, mat=0.003, sens=1.860, deg=0.000]
Ep 021/100 [S2:+mat]:  47%|█▍ | 123/264 [03:10<03:34,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:33,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  47%|█▍ | 124/264 [03:11<03:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  47%|█▍ | 125/264 [03:13<03:31,  1.52s/it, loss=0.002, mat=0.003, sens=1.047, deg=0.000]
Ep 021/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:29,  1.52s/it, loss=0.002, mat=0.003, sens=1.047, deg=0.000]
Ep 021/100 [S2:+mat]:  48%|█▍ | 126/264 [03:14<03:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  48%|█▍ | 127/264 [03:16<03:28,  1.52s/it, loss=0.002, mat=0.003, sens=2.821, deg=0.000]
Ep 021/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:26,  1.52s/it, loss=0.002, mat=0.003, sens=2.821, deg=0.000]
Ep 021/100 [S2:+mat]:  48%|█▍ | 128/264 [03:17<03:26,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.009]
Ep 021/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:25,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.009]
Ep 021/100 [S2:+mat]:  49%|█▍ | 129/264 [03:19<03:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.931, deg=0.000]
Ep 021/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:23,  1.52s/it, loss=0.003, mat=0.004, sens=0.931, deg=0.000]
Ep 021/100 [S2:+mat]:  49%|█▍ | 130/264 [03:20<03:23,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  50%|█▍ | 131/264 [03:22<03:22,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:23,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  50%|█▌ | 132/264 [03:23<03:23,  1.54s/it, loss=0.002, mat=0.003, sens=0.913, deg=0.000]
Ep 021/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.913, deg=0.000]
Ep 021/100 [S2:+mat]:  50%|█▌ | 133/264 [03:25<03:21,  1.54s/it, loss=0.002, mat=0.002, sens=1.338, deg=0.000]
Ep 021/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:19,  1.53s/it, loss=0.002, mat=0.002, sens=1.338, deg=0.000]
Ep 021/100 [S2:+mat]:  51%|█▌ | 134/264 [03:26<03:19,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:17,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  51%|█▌ | 135/264 [03:28<03:17,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  52%|█▌ | 136/264 [03:29<03:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:13,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  52%|█▌ | 137/264 [03:31<03:13,  1.53s/it, loss=0.003, mat=0.003, sens=2.671, deg=0.000]
Ep 021/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:11,  1.52s/it, loss=0.003, mat=0.003, sens=2.671, deg=0.000]
Ep 021/100 [S2:+mat]:  52%|█▌ | 138/264 [03:32<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=2.282, deg=0.000]
Ep 021/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=2.282, deg=0.000]
Ep 021/100 [S2:+mat]:  53%|█▌ | 139/264 [03:34<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 021/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 021/100 [S2:+mat]:  53%|█▌ | 140/264 [03:36<03:09,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  53%|█▌ | 141/264 [03:36<03:07,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  53%|█▌ | 141/264 [03:37<03:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  54%|█▌ | 142/264 [03:39<03:05,  1.52s/it, loss=0.003, mat=0.005, sens=0.853, deg=0.000]
Ep 021/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:04,  1.53s/it, loss=0.003, mat=0.005, sens=0.853, deg=0.000]
Ep 021/100 [S2:+mat]:  54%|█▋ | 143/264 [03:40<03:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:05,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  55%|█▋ | 144/264 [03:42<03:05,  1.55s/it, loss=0.002, mat=0.003, sens=0.812, deg=0.000]
Ep 021/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<03:02,  1.54s/it, loss=0.002, mat=0.003, sens=0.812, deg=0.000]
Ep 021/100 [S2:+mat]:  55%|█▋ | 145/264 [03:43<03:02,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<03:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  55%|█▋ | 146/264 [03:45<03:00,  1.53s/it, loss=0.002, mat=0.004, sens=1.270, deg=0.000]
Ep 021/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:58,  1.53s/it, loss=0.002, mat=0.004, sens=1.270, deg=0.000]
Ep 021/100 [S2:+mat]:  56%|█▋ | 147/264 [03:46<02:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  56%|█▋ | 148/264 [03:48<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  56%|█▋ | 149/264 [03:49<02:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  57%|█▋ | 150/264 [03:51<02:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:51,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  57%|█▋ | 151/264 [03:52<02:51,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  58%|█▋ | 152/264 [03:54<02:50,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:48,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  58%|█▋ | 153/264 [03:55<02:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:47,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  58%|█▊ | 154/264 [03:57<02:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.836, deg=0.000]
Ep 021/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.836, deg=0.000]
Ep 021/100 [S2:+mat]:  59%|█▊ | 155/264 [03:58<02:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:44,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  59%|█▊ | 156/264 [04:00<02:44,  1.52s/it, loss=0.002, mat=0.002, sens=0.815, deg=0.000]
Ep 021/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:42,  1.52s/it, loss=0.002, mat=0.002, sens=0.815, deg=0.000]
Ep 021/100 [S2:+mat]:  59%|█▊ | 157/264 [04:01<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  60%|█▊ | 158/264 [04:03<02:41,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  60%|█▊ | 159/264 [04:04<02:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.972, deg=0.000]
Ep 021/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.972, deg=0.000]
Ep 021/100 [S2:+mat]:  61%|█▊ | 160/264 [04:06<02:37,  1.52s/it, loss=0.003, mat=0.004, sens=1.454, deg=0.000]
Ep 021/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:36,  1.52s/it, loss=0.003, mat=0.004, sens=1.454, deg=0.000]
Ep 021/100 [S2:+mat]:  61%|█▊ | 161/264 [04:08<02:36,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  61%|█▊ | 162/264 [04:08<02:34,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  61%|█▊ | 162/264 [04:09<02:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.878, deg=0.000]
Ep 021/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:35,  1.54s/it, loss=0.002, mat=0.003, sens=0.878, deg=0.000]
Ep 021/100 [S2:+mat]:  62%|█▊ | 163/264 [04:11<02:35,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  62%|█▊ | 164/264 [04:11<02:34,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  62%|█▊ | 164/264 [04:12<02:34,  1.54s/it, loss=0.003, mat=0.004, sens=0.854, deg=0.000]
Ep 021/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:32,  1.54s/it, loss=0.003, mat=0.004, sens=0.854, deg=0.000]
Ep 021/100 [S2:+mat]:  62%|█▉ | 165/264 [04:14<02:32,  1.54s/it, loss=0.003, mat=0.003, sens=0.959, deg=0.000]
Ep 021/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:30,  1.53s/it, loss=0.003, mat=0.003, sens=0.959, deg=0.000]
Ep 021/100 [S2:+mat]:  63%|█▉ | 166/264 [04:15<02:30,  1.53s/it, loss=0.003, mat=0.003, sens=1.778, deg=0.000]
Ep 021/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:28,  1.53s/it, loss=0.003, mat=0.003, sens=1.778, deg=0.000]
Ep 021/100 [S2:+mat]:  63%|█▉ | 167/264 [04:17<02:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.816, deg=0.000]
Ep 021/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:26,  1.53s/it, loss=0.003, mat=0.004, sens=0.816, deg=0.000]
Ep 021/100 [S2:+mat]:  64%|█▉ | 168/264 [04:18<02:26,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  64%|█▉ | 169/264 [04:20<02:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  64%|█▉ | 170/264 [04:21<02:22,  1.52s/it, loss=0.002, mat=0.003, sens=2.098, deg=0.000]
Ep 021/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=2.098, deg=0.000]
Ep 021/100 [S2:+mat]:  65%|█▉ | 171/264 [04:23<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  65%|█▉ | 172/264 [04:24<02:19,  1.52s/it, loss=0.003, mat=0.004, sens=1.851, deg=0.000]
Ep 021/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:18,  1.52s/it, loss=0.003, mat=0.004, sens=1.851, deg=0.000]
Ep 021/100 [S2:+mat]:  66%|█▉ | 173/264 [04:26<02:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  66%|█▉ | 174/264 [04:27<02:16,  1.52s/it, loss=0.002, mat=0.003, sens=1.882, deg=0.000]
Ep 021/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:15,  1.52s/it, loss=0.002, mat=0.003, sens=1.882, deg=0.000]
Ep 021/100 [S2:+mat]:  66%|█▉ | 175/264 [04:29<02:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 021/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 021/100 [S2:+mat]:  67%|██ | 176/264 [04:30<02:13,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:14,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  67%|██ | 177/264 [04:32<02:14,  1.54s/it, loss=0.002, mat=0.002, sens=0.914, deg=0.000]
Ep 021/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:12,  1.54s/it, loss=0.002, mat=0.002, sens=0.914, deg=0.000]
Ep 021/100 [S2:+mat]:  67%|██ | 178/264 [04:34<02:12,  1.54s/it, loss=0.002, mat=0.002, sens=1.059, deg=0.000]
Ep 021/100 [S2:+mat]:  68%|██ | 179/264 [04:34<02:10,  1.53s/it, loss=0.002, mat=0.002, sens=1.059, deg=0.000]
Ep 021/100 [S2:+mat]:  68%|██ | 179/264 [04:35<02:10,  1.53s/it, loss=0.002, mat=0.003, sens=1.126, deg=0.000]
Ep 021/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:08,  1.53s/it, loss=0.002, mat=0.003, sens=1.126, deg=0.000]
Ep 021/100 [S2:+mat]:  68%|██ | 180/264 [04:37<02:08,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  69%|██ | 181/264 [04:37<02:06,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  69%|██ | 181/264 [04:38<02:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.991, deg=0.000]
Ep 021/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.991, deg=0.000]
Ep 021/100 [S2:+mat]:  69%|██ | 182/264 [04:40<02:05,  1.53s/it, loss=0.002, mat=0.003, sens=1.229, deg=0.000]
Ep 021/100 [S2:+mat]:  69%|██ | 183/264 [04:40<02:03,  1.52s/it, loss=0.002, mat=0.003, sens=1.229, deg=0.000]
Ep 021/100 [S2:+mat]:  69%|██ | 183/264 [04:41<02:03,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  70%|██ | 184/264 [04:43<02:01,  1.52s/it, loss=0.002, mat=0.002, sens=0.793, deg=0.000]
Ep 021/100 [S2:+mat]:  70%|██ | 185/264 [04:43<02:00,  1.52s/it, loss=0.002, mat=0.002, sens=0.793, deg=0.000]
Ep 021/100 [S2:+mat]:  70%|██ | 185/264 [04:44<02:00,  1.52s/it, loss=0.002, mat=0.002, sens=0.868, deg=0.000]
Ep 021/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:58,  1.52s/it, loss=0.002, mat=0.002, sens=0.868, deg=0.000]
Ep 021/100 [S2:+mat]:  70%|██ | 186/264 [04:46<01:58,  1.52s/it, loss=0.002, mat=0.003, sens=1.636, deg=0.000]
Ep 021/100 [S2:+mat]:  71%|██▏| 187/264 [04:46<01:57,  1.52s/it, loss=0.002, mat=0.003, sens=1.636, deg=0.000]
Ep 021/100 [S2:+mat]:  71%|██▏| 187/264 [04:47<01:57,  1.52s/it, loss=0.003, mat=0.004, sens=1.309, deg=0.000]
Ep 021/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:55,  1.52s/it, loss=0.003, mat=0.004, sens=1.309, deg=0.000]
Ep 021/100 [S2:+mat]:  71%|██▏| 188/264 [04:49<01:55,  1.52s/it, loss=0.002, mat=0.004, sens=2.097, deg=0.000]
Ep 021/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:57,  1.56s/it, loss=0.002, mat=0.004, sens=2.097, deg=0.000]
Ep 021/100 [S2:+mat]:  72%|██▏| 189/264 [04:50<01:57,  1.56s/it, loss=0.004, mat=0.004, sens=0.939, deg=0.000]
Ep 021/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:55,  1.55s/it, loss=0.004, mat=0.004, sens=0.939, deg=0.000]
Ep 021/100 [S2:+mat]:  72%|██▏| 190/264 [04:52<01:55,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:52,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  72%|██▏| 191/264 [04:53<01:52,  1.54s/it, loss=0.002, mat=0.003, sens=3.004, deg=0.000]
Ep 021/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:50,  1.54s/it, loss=0.002, mat=0.003, sens=3.004, deg=0.000]
Ep 021/100 [S2:+mat]:  73%|██▏| 192/264 [04:55<01:50,  1.54s/it, loss=0.002, mat=0.003, sens=2.008, deg=0.000]
Ep 021/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:48,  1.53s/it, loss=0.002, mat=0.003, sens=2.008, deg=0.000]
Ep 021/100 [S2:+mat]:  73%|██▏| 193/264 [04:56<01:48,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:46,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  73%|██▏| 194/264 [04:58<01:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  74%|██▏| 195/264 [05:00<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  74%|██▏| 196/264 [05:00<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  74%|██▏| 196/264 [05:01<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.958, deg=0.000]
Ep 021/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.958, deg=0.000]
Ep 021/100 [S2:+mat]:  75%|██▏| 197/264 [05:03<01:42,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  75%|██▎| 198/264 [05:03<01:40,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  75%|██▎| 198/264 [05:04<01:40,  1.52s/it, loss=0.003, mat=0.004, sens=1.251, deg=0.000]
Ep 021/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:38,  1.52s/it, loss=0.003, mat=0.004, sens=1.251, deg=0.000]
Ep 021/100 [S2:+mat]:  75%|██▎| 199/264 [05:06<01:38,  1.52s/it, loss=0.003, mat=0.003, sens=3.125, deg=0.000]
Ep 021/100 [S2:+mat]:  76%|██▎| 200/264 [05:06<01:37,  1.52s/it, loss=0.003, mat=0.003, sens=3.125, deg=0.000]
Ep 021/100 [S2:+mat]:  76%|██▎| 200/264 [05:07<01:37,  1.52s/it, loss=0.002, mat=0.002, sens=0.900, deg=0.000]
Ep 021/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:35,  1.52s/it, loss=0.002, mat=0.002, sens=0.900, deg=0.000]
Ep 021/100 [S2:+mat]:  76%|██▎| 201/264 [05:09<01:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  77%|██▎| 202/264 [05:09<01:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  77%|██▎| 202/264 [05:10<01:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.999, deg=0.000]
Ep 021/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.999, deg=0.000]
Ep 021/100 [S2:+mat]:  77%|██▎| 203/264 [05:12<01:32,  1.52s/it, loss=0.002, mat=0.003, sens=1.042, deg=0.000]
Ep 021/100 [S2:+mat]:  77%|██▎| 204/264 [05:12<01:31,  1.52s/it, loss=0.002, mat=0.003, sens=1.042, deg=0.000]
Ep 021/100 [S2:+mat]:  77%|██▎| 204/264 [05:13<01:31,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:29,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  78%|██▎| 205/264 [05:15<01:29,  1.52s/it, loss=0.002, mat=0.002, sens=0.814, deg=0.000]
Ep 021/100 [S2:+mat]:  78%|██▎| 206/264 [05:15<01:28,  1.52s/it, loss=0.002, mat=0.002, sens=0.814, deg=0.000]
Ep 021/100 [S2:+mat]:  78%|██▎| 206/264 [05:16<01:28,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:28,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  78%|██▎| 207/264 [05:18<01:28,  1.54s/it, loss=0.003, mat=0.003, sens=3.169, deg=0.000]
Ep 021/100 [S2:+mat]:  79%|██▎| 208/264 [05:18<01:25,  1.54s/it, loss=0.003, mat=0.003, sens=3.169, deg=0.000]
Ep 021/100 [S2:+mat]:  79%|██▎| 208/264 [05:19<01:25,  1.54s/it, loss=0.002, mat=0.003, sens=2.819, deg=0.000]
Ep 021/100 [S2:+mat]:  79%|██▍| 209/264 [05:19<01:24,  1.53s/it, loss=0.002, mat=0.003, sens=2.819, deg=0.000]
Ep 021/100 [S2:+mat]:  79%|██▍| 209/264 [05:21<01:24,  1.53s/it, loss=0.003, mat=0.004, sens=1.950, deg=0.000]
Ep 021/100 [S2:+mat]:  80%|██▍| 210/264 [05:21<01:22,  1.53s/it, loss=0.003, mat=0.004, sens=1.950, deg=0.000]
Ep 021/100 [S2:+mat]:  80%|██▍| 210/264 [05:22<01:22,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  80%|██▍| 211/264 [05:24<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.864, deg=0.000]
Ep 021/100 [S2:+mat]:  80%|██▍| 212/264 [05:24<01:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.864, deg=0.000]
Ep 021/100 [S2:+mat]:  80%|██▍| 212/264 [05:25<01:19,  1.52s/it, loss=0.002, mat=0.003, sens=1.018, deg=0.000]
Ep 021/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:18,  1.53s/it, loss=0.002, mat=0.003, sens=1.018, deg=0.000]
Ep 021/100 [S2:+mat]:  81%|██▍| 213/264 [05:27<01:18,  1.53s/it, loss=0.002, mat=0.003, sens=1.918, deg=0.000]
Ep 021/100 [S2:+mat]:  81%|██▍| 214/264 [05:27<01:16,  1.53s/it, loss=0.002, mat=0.003, sens=1.918, deg=0.000]
Ep 021/100 [S2:+mat]:  81%|██▍| 214/264 [05:29<01:16,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  81%|██▍| 215/264 [05:29<01:14,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  81%|██▍| 215/264 [05:30<01:14,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  82%|██▍| 216/264 [05:30<01:13,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  82%|██▍| 216/264 [05:32<01:13,  1.53s/it, loss=0.002, mat=0.002, sens=1.481, deg=0.000]
Ep 021/100 [S2:+mat]:  82%|██▍| 217/264 [05:32<01:11,  1.52s/it, loss=0.002, mat=0.002, sens=1.481, deg=0.000]
Ep 021/100 [S2:+mat]:  82%|██▍| 217/264 [05:33<01:11,  1.52s/it, loss=0.002, mat=0.004, sens=0.807, deg=0.000]
Ep 021/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.807, deg=0.000]
Ep 021/100 [S2:+mat]:  83%|██▍| 218/264 [05:35<01:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  83%|██▍| 219/264 [05:35<01:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  83%|██▍| 219/264 [05:36<01:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.796, deg=0.000]
Ep 021/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.796, deg=0.000]
Ep 021/100 [S2:+mat]:  83%|██▌| 220/264 [05:38<01:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  84%|██▌| 221/264 [05:38<01:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  84%|██▌| 221/264 [05:39<01:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:04,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  84%|██▌| 222/264 [05:41<01:04,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  84%|██▌| 223/264 [05:41<01:02,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  84%|██▌| 223/264 [05:42<01:02,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  85%|██▌| 224/264 [05:44<01:01,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  85%|██▌| 225/264 [05:44<00:59,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  85%|██▌| 225/264 [05:45<00:59,  1.53s/it, loss=0.002, mat=0.003, sens=0.944, deg=0.000]
Ep 021/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.944, deg=0.000]
Ep 021/100 [S2:+mat]:  86%|██▌| 226/264 [05:47<00:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.926, deg=0.000]
Ep 021/100 [S2:+mat]:  86%|██▌| 227/264 [05:47<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.926, deg=0.000]
Ep 021/100 [S2:+mat]:  86%|██▌| 227/264 [05:48<00:56,  1.52s/it, loss=0.002, mat=0.004, sens=1.043, deg=0.000]
Ep 021/100 [S2:+mat]:  86%|██▌| 228/264 [05:48<00:54,  1.52s/it, loss=0.002, mat=0.004, sens=1.043, deg=0.000]
Ep 021/100 [S2:+mat]:  86%|██▌| 228/264 [05:50<00:54,  1.52s/it, loss=0.004, mat=0.004, sens=3.077, deg=0.000]
Ep 021/100 [S2:+mat]:  87%|██▌| 229/264 [05:50<00:53,  1.52s/it, loss=0.004, mat=0.004, sens=3.077, deg=0.000]
Ep 021/100 [S2:+mat]:  87%|██▌| 229/264 [05:51<00:53,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  87%|██▌| 230/264 [05:51<00:51,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  87%|██▌| 230/264 [05:53<00:51,  1.52s/it, loss=0.003, mat=0.005, sens=2.909, deg=0.000]
Ep 021/100 [S2:+mat]:  88%|██▋| 231/264 [05:53<00:50,  1.52s/it, loss=0.003, mat=0.005, sens=2.909, deg=0.000]
Ep 021/100 [S2:+mat]:  88%|██▋| 231/264 [05:54<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 021/100 [S2:+mat]:  88%|██▋| 232/264 [05:54<00:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 021/100 [S2:+mat]:  88%|██▋| 232/264 [05:56<00:48,  1.52s/it, loss=0.002, mat=0.003, sens=1.534, deg=0.000]
Ep 021/100 [S2:+mat]:  88%|██▋| 233/264 [05:56<00:47,  1.52s/it, loss=0.002, mat=0.003, sens=1.534, deg=0.000]
Ep 021/100 [S2:+mat]:  88%|██▋| 233/264 [05:58<00:47,  1.52s/it, loss=0.002, mat=0.003, sens=2.271, deg=0.000]
Ep 021/100 [S2:+mat]:  89%|██▋| 234/264 [05:58<00:46,  1.54s/it, loss=0.002, mat=0.003, sens=2.271, deg=0.000]
Ep 021/100 [S2:+mat]:  89%|██▋| 234/264 [05:59<00:46,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  89%|██▋| 235/264 [05:59<00:44,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  89%|██▋| 235/264 [06:01<00:44,  1.53s/it, loss=0.002, mat=0.003, sens=1.494, deg=0.000]
Ep 021/100 [S2:+mat]:  89%|██▋| 236/264 [06:01<00:42,  1.53s/it, loss=0.002, mat=0.003, sens=1.494, deg=0.000]
Ep 021/100 [S2:+mat]:  89%|██▋| 236/264 [06:02<00:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.827, deg=0.000]
Ep 021/100 [S2:+mat]:  90%|██▋| 237/264 [06:02<00:41,  1.54s/it, loss=0.002, mat=0.003, sens=0.827, deg=0.000]
Ep 021/100 [S2:+mat]:  90%|██▋| 237/264 [06:04<00:41,  1.54s/it, loss=0.002, mat=0.003, sens=0.819, deg=0.000]
Ep 021/100 [S2:+mat]:  90%|██▋| 238/264 [06:04<00:39,  1.54s/it, loss=0.002, mat=0.003, sens=0.819, deg=0.000]
Ep 021/100 [S2:+mat]:  90%|██▋| 238/264 [06:05<00:39,  1.54s/it, loss=0.002, mat=0.004, sens=3.050, deg=0.000]
Ep 021/100 [S2:+mat]:  91%|██▋| 239/264 [06:05<00:38,  1.53s/it, loss=0.002, mat=0.004, sens=3.050, deg=0.000]
Ep 021/100 [S2:+mat]:  91%|██▋| 239/264 [06:07<00:38,  1.53s/it, loss=0.002, mat=0.003, sens=2.632, deg=0.000]
Ep 021/100 [S2:+mat]:  91%|██▋| 240/264 [06:07<00:36,  1.53s/it, loss=0.002, mat=0.003, sens=2.632, deg=0.000]
Ep 021/100 [S2:+mat]:  91%|██▋| 240/264 [06:08<00:36,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  91%|██▋| 241/264 [06:08<00:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  91%|██▋| 241/264 [06:10<00:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  92%|██▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  92%|██▊| 242/264 [06:11<00:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  92%|██▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  92%|██▊| 243/264 [06:13<00:31,  1.52s/it, loss=0.004, mat=0.003, sens=0.881, deg=0.000]
Ep 021/100 [S2:+mat]:  92%|██▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.004, mat=0.003, sens=0.881, deg=0.000]
Ep 021/100 [S2:+mat]:  92%|██▊| 244/264 [06:14<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=1.174, deg=0.000]
Ep 021/100 [S2:+mat]:  93%|██▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=1.174, deg=0.000]
Ep 021/100 [S2:+mat]:  93%|██▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  93%|██▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  93%|██▊| 246/264 [06:17<00:27,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  94%|██▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  94%|██▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  94%|██▊| 248/264 [06:19<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  94%|██▊| 248/264 [06:20<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.946, deg=0.000]
Ep 021/100 [S2:+mat]:  94%|██▊| 249/264 [06:20<00:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.946, deg=0.000]
Ep 021/100 [S2:+mat]:  94%|██▊| 249/264 [06:22<00:22,  1.52s/it, loss=0.003, mat=0.003, sens=2.050, deg=0.000]
Ep 021/100 [S2:+mat]:  95%|██▊| 250/264 [06:22<00:21,  1.52s/it, loss=0.003, mat=0.003, sens=2.050, deg=0.000]
Ep 021/100 [S2:+mat]:  95%|██▊| 250/264 [06:23<00:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.799, deg=0.000]
Ep 021/100 [S2:+mat]:  95%|██▊| 251/264 [06:23<00:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.799, deg=0.000]
Ep 021/100 [S2:+mat]:  95%|██▊| 251/264 [06:25<00:19,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  95%|██▊| 252/264 [06:25<00:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  95%|██▊| 252/264 [06:26<00:18,  1.52s/it, loss=0.002, mat=0.003, sens=1.852, deg=0.000]
Ep 021/100 [S2:+mat]:  96%|██▉| 253/264 [06:26<00:16,  1.54s/it, loss=0.002, mat=0.003, sens=1.852, deg=0.000]
Ep 021/100 [S2:+mat]:  96%|██▉| 253/264 [06:28<00:16,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  96%|██▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  96%|██▉| 254/264 [06:30<00:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  97%|██▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  97%|██▉| 255/264 [06:31<00:13,  1.53s/it, loss=0.002, mat=0.004, sens=1.307, deg=0.000]
Ep 021/100 [S2:+mat]:  97%|██▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.002, mat=0.004, sens=1.307, deg=0.000]
Ep 021/100 [S2:+mat]:  97%|██▉| 256/264 [06:33<00:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.859, deg=0.000]
Ep 021/100 [S2:+mat]:  97%|██▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.859, deg=0.000]
Ep 021/100 [S2:+mat]:  97%|██▉| 257/264 [06:34<00:10,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  98%|██▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  98%|██▉| 258/264 [06:36<00:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  98%|██▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  98%|██▉| 259/264 [06:37<00:07,  1.52s/it, loss=0.002, mat=0.002, sens=2.557, deg=0.000]
Ep 021/100 [S2:+mat]:  98%|██▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.002, mat=0.002, sens=2.557, deg=0.000]
Ep 021/100 [S2:+mat]:  98%|██▉| 260/264 [06:39<00:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  99%|██▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 021/100 [S2:+mat]:  99%|██▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.002, mat=0.002, sens=3.101, deg=0.000]
Ep 021/100 [S2:+mat]:  99%|██▉| 262/264 [06:40<00:03,  1.53s/it, loss=0.002, mat=0.002, sens=3.101, deg=0.000]
Ep 021/100 [S2:+mat]:  99%|██▉| 262/264 [06:42<00:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.807, deg=0.000]
Ep 021/100 [S2:+mat]: 100%|██▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.807, deg=0.000]
Ep 021/100 [S2:+mat]: 100%|██▉| 263/264 [06:43<00:01,  1.53s/it, loss=0.003, mat=0.002, sens=0.858, deg=0.000]
Ep 021/100 [S2:+mat]: 100%|███| 264/264 [06:43<00:00,  1.52s/it, loss=0.003, mat=0.002, sens=0.858, deg=0.000]
                                                                                                              
Epoch 021/100 [S2:+mat]  loss=0.0022  mat=0.0031  sens=0.8555  deg=0.0001  orth=0.0006  α=0.5 β=0.0 γ=0.5  404s

Ep 022/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 022/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   0%|     | 1/264 [00:02<10:00,  2.28s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   0%|     | 1/264 [00:03<10:00,  2.28s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:57,  1.82s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:57,  1.82s/it, loss=0.002, mat=0.003, sens=1.566, deg=0.000]
Ep 022/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:19,  1.68s/it, loss=0.002, mat=0.003, sens=1.566, deg=0.000]
Ep 022/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:19,  1.68s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   2%|     | 4/264 [00:06<07:11,  1.66s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   2%|     | 4/264 [00:08<07:11,  1.66s/it, loss=0.004, mat=0.002, sens=3.415, deg=0.000]
Ep 022/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:56,  1.61s/it, loss=0.004, mat=0.002, sens=3.415, deg=0.000]
Ep 022/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:56,  1.61s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:46,  1.58s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:46,  1.58s/it, loss=0.003, mat=0.003, sens=0.890, deg=0.000]
Ep 022/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:40,  1.56s/it, loss=0.003, mat=0.003, sens=0.890, deg=0.000]
Ep 022/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:40,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:35,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:35,  1.55s/it, loss=0.002, mat=0.003, sens=0.855, deg=0.000]
Ep 022/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:32,  1.54s/it, loss=0.002, mat=0.003, sens=0.855, deg=0.000]
Ep 022/100 [S2:+mat]:   3%|▏    | 9/264 [00:16<06:32,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   4%|▏   | 10/264 [00:16<06:28,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   4%|▏   | 11/264 [00:19<06:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   5%|▏   | 12/264 [00:19<06:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:23,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   5%|▏   | 13/264 [00:22<06:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   5%|▏   | 14/264 [00:22<06:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   6%|▏   | 15/264 [00:25<06:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   6%|▏   | 16/264 [00:25<06:21,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:21,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:18,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   6%|▎   | 17/264 [00:28<06:18,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   7%|▎   | 18/264 [00:28<06:15,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:15,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:13,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   7%|▎   | 19/264 [00:31<06:13,  1.53s/it, loss=0.004, mat=0.003, sens=2.405, deg=0.000]
Ep 022/100 [S2:+mat]:   8%|▎   | 20/264 [00:31<06:12,  1.53s/it, loss=0.004, mat=0.003, sens=2.405, deg=0.000]
Ep 022/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   8%|▎   | 21/264 [00:34<06:12,  1.53s/it, loss=0.002, mat=0.003, sens=2.212, deg=0.000]
Ep 022/100 [S2:+mat]:   8%|▎   | 22/264 [00:34<06:10,  1.53s/it, loss=0.002, mat=0.003, sens=2.212, deg=0.000]
Ep 022/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:10,  1.53s/it, loss=0.003, mat=0.003, sens=1.017, deg=0.000]
Ep 022/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:08,  1.53s/it, loss=0.003, mat=0.003, sens=1.017, deg=0.000]
Ep 022/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.826, deg=0.000]
Ep 022/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.826, deg=0.000]
Ep 022/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.891, deg=0.000]
Ep 022/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.891, deg=0.000]
Ep 022/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<06:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<06:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<05:59,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<05:57,  1.52s/it, loss=0.003, mat=0.004, sens=2.998, deg=0.000]
Ep 022/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:55,  1.52s/it, loss=0.003, mat=0.004, sens=2.998, deg=0.000]
Ep 022/100 [S2:+mat]:  11%|▍   | 30/264 [00:48<05:55,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  12%|▍   | 31/264 [00:48<05:53,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:52,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  12%|▍   | 32/264 [00:51<05:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.879, deg=0.000]
Ep 022/100 [S2:+mat]:  12%|▌   | 33/264 [00:51<05:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.879, deg=0.000]
Ep 022/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:50,  1.52s/it, loss=0.002, mat=0.002, sens=0.875, deg=0.000]
Ep 022/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:54,  1.54s/it, loss=0.002, mat=0.002, sens=0.875, deg=0.000]
Ep 022/100 [S2:+mat]:  13%|▌   | 34/264 [00:54<05:54,  1.54s/it, loss=0.002, mat=0.003, sens=2.106, deg=0.000]
Ep 022/100 [S2:+mat]:  13%|▌   | 35/264 [00:54<05:51,  1.53s/it, loss=0.002, mat=0.003, sens=2.106, deg=0.000]
Ep 022/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:51,  1.53s/it, loss=0.003, mat=0.003, sens=0.790, deg=0.000]
Ep 022/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.790, deg=0.000]
Ep 022/100 [S2:+mat]:  14%|▌   | 36/264 [00:57<05:48,  1.53s/it, loss=0.003, mat=0.003, sens=2.195, deg=0.000]
Ep 022/100 [S2:+mat]:  14%|▌   | 37/264 [00:57<05:46,  1.52s/it, loss=0.003, mat=0.003, sens=2.195, deg=0.000]
Ep 022/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:46,  1.52s/it, loss=0.003, mat=0.005, sens=0.987, deg=0.000]
Ep 022/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:45,  1.53s/it, loss=0.003, mat=0.005, sens=0.987, deg=0.000]
Ep 022/100 [S2:+mat]:  14%|▌   | 38/264 [01:00<05:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  15%|▌   | 39/264 [01:00<05:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:43,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  15%|▌   | 40/264 [01:03<05:41,  1.52s/it, loss=0.003, mat=0.004, sens=2.696, deg=0.000]
Ep 022/100 [S2:+mat]:  16%|▌   | 41/264 [01:03<05:39,  1.52s/it, loss=0.003, mat=0.004, sens=2.696, deg=0.000]
Ep 022/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:39,  1.52s/it, loss=0.003, mat=0.003, sens=1.583, deg=0.000]
Ep 022/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:37,  1.52s/it, loss=0.003, mat=0.003, sens=1.583, deg=0.000]
Ep 022/100 [S2:+mat]:  16%|▋   | 42/264 [01:06<05:37,  1.52s/it, loss=0.003, mat=0.003, sens=3.066, deg=0.000]
Ep 022/100 [S2:+mat]:  16%|▋   | 43/264 [01:06<05:36,  1.52s/it, loss=0.003, mat=0.003, sens=3.066, deg=0.000]
Ep 022/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:36,  1.52s/it, loss=0.002, mat=0.003, sens=1.064, deg=0.000]
Ep 022/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:34,  1.52s/it, loss=0.002, mat=0.003, sens=1.064, deg=0.000]
Ep 022/100 [S2:+mat]:  17%|▋   | 44/264 [01:09<05:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  17%|▋   | 45/264 [01:09<05:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:36,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:33,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  17%|▋   | 46/264 [01:12<05:33,  1.53s/it, loss=0.002, mat=0.003, sens=1.054, deg=0.000]
Ep 022/100 [S2:+mat]:  18%|▋   | 47/264 [01:12<05:31,  1.53s/it, loss=0.002, mat=0.003, sens=1.054, deg=0.000]
Ep 022/100 [S2:+mat]:  18%|▋   | 47/264 [01:14<05:31,  1.53s/it, loss=0.002, mat=0.003, sens=3.113, deg=0.000]
Ep 022/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:34,  1.55s/it, loss=0.002, mat=0.003, sens=3.113, deg=0.000]
Ep 022/100 [S2:+mat]:  18%|▋   | 48/264 [01:15<05:34,  1.55s/it, loss=0.003, mat=0.002, sens=0.788, deg=0.000]
Ep 022/100 [S2:+mat]:  19%|▋   | 49/264 [01:15<05:31,  1.54s/it, loss=0.003, mat=0.002, sens=0.788, deg=0.000]
Ep 022/100 [S2:+mat]:  19%|▋   | 49/264 [01:17<05:31,  1.54s/it, loss=0.003, mat=0.002, sens=0.954, deg=0.000]
Ep 022/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:28,  1.54s/it, loss=0.003, mat=0.002, sens=0.954, deg=0.000]
Ep 022/100 [S2:+mat]:  19%|▊   | 50/264 [01:18<05:28,  1.54s/it, loss=0.002, mat=0.003, sens=2.839, deg=0.000]
Ep 022/100 [S2:+mat]:  19%|▊   | 51/264 [01:18<05:26,  1.53s/it, loss=0.002, mat=0.003, sens=2.839, deg=0.000]
Ep 022/100 [S2:+mat]:  19%|▊   | 51/264 [01:20<05:26,  1.53s/it, loss=0.002, mat=0.003, sens=0.792, deg=0.000]
Ep 022/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.792, deg=0.000]
Ep 022/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:23,  1.53s/it, loss=0.003, mat=0.003, sens=1.870, deg=0.000]
Ep 022/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:22,  1.53s/it, loss=0.003, mat=0.003, sens=1.870, deg=0.000]
Ep 022/100 [S2:+mat]:  20%|▊   | 53/264 [01:23<05:22,  1.53s/it, loss=0.002, mat=0.002, sens=2.659, deg=0.000]
Ep 022/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:19,  1.52s/it, loss=0.002, mat=0.002, sens=2.659, deg=0.000]
Ep 022/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  21%|▊   | 55/264 [01:26<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.997, deg=0.000]
Ep 022/100 [S2:+mat]:  21%|▊   | 56/264 [01:26<05:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.997, deg=0.000]
Ep 022/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.810, deg=0.000]
Ep 022/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.810, deg=0.000]
Ep 022/100 [S2:+mat]:  22%|▊   | 57/264 [01:29<05:15,  1.52s/it, loss=0.002, mat=0.002, sens=2.035, deg=0.000]
Ep 022/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:13,  1.52s/it, loss=0.002, mat=0.002, sens=2.035, deg=0.000]
Ep 022/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:13,  1.52s/it, loss=0.002, mat=0.002, sens=2.153, deg=0.000]
Ep 022/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:11,  1.52s/it, loss=0.002, mat=0.002, sens=2.153, deg=0.000]
Ep 022/100 [S2:+mat]:  22%|▉   | 59/264 [01:32<05:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.932, deg=0.000]
Ep 022/100 [S2:+mat]:  23%|▉   | 60/264 [01:32<05:15,  1.54s/it, loss=0.002, mat=0.003, sens=0.932, deg=0.000]
Ep 022/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:15,  1.54s/it, loss=0.001, mat=0.002, sens=3.857, deg=0.000]
Ep 022/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:12,  1.54s/it, loss=0.001, mat=0.002, sens=3.857, deg=0.000]
Ep 022/100 [S2:+mat]:  23%|▉   | 61/264 [01:35<05:12,  1.54s/it, loss=0.002, mat=0.003, sens=1.743, deg=0.000]
Ep 022/100 [S2:+mat]:  23%|▉   | 62/264 [01:35<05:09,  1.53s/it, loss=0.002, mat=0.003, sens=1.743, deg=0.000]
Ep 022/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:09,  1.53s/it, loss=0.003, mat=0.005, sens=1.849, deg=0.000]
Ep 022/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:07,  1.53s/it, loss=0.003, mat=0.005, sens=1.849, deg=0.000]
Ep 022/100 [S2:+mat]:  24%|▉   | 63/264 [01:38<05:07,  1.53s/it, loss=0.002, mat=0.003, sens=1.113, deg=0.000]
Ep 022/100 [S2:+mat]:  24%|▉   | 64/264 [01:38<05:04,  1.52s/it, loss=0.002, mat=0.003, sens=1.113, deg=0.000]
Ep 022/100 [S2:+mat]:  24%|▉   | 64/264 [01:40<05:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  25%|▉   | 65/264 [01:41<05:03,  1.52s/it, loss=0.002, mat=0.003, sens=2.472, deg=0.000]
Ep 022/100 [S2:+mat]:  25%|█   | 66/264 [01:41<05:01,  1.52s/it, loss=0.002, mat=0.003, sens=2.472, deg=0.000]
Ep 022/100 [S2:+mat]:  25%|█   | 66/264 [01:43<05:01,  1.52s/it, loss=0.002, mat=0.003, sens=1.240, deg=0.000]
Ep 022/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:59,  1.52s/it, loss=0.002, mat=0.003, sens=1.240, deg=0.000]
Ep 022/100 [S2:+mat]:  25%|█   | 67/264 [01:44<04:59,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  26%|█   | 68/264 [01:44<04:58,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  26%|█   | 68/264 [01:46<04:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.957, deg=0.000]
Ep 022/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.957, deg=0.000]
Ep 022/100 [S2:+mat]:  26%|█   | 69/264 [01:47<04:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  27%|█   | 70/264 [01:47<04:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  27%|█   | 70/264 [01:49<04:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  27%|█   | 71/264 [01:50<04:54,  1.53s/it, loss=0.002, mat=0.003, sens=1.000, deg=0.000]
Ep 022/100 [S2:+mat]:  27%|█   | 72/264 [01:50<04:52,  1.53s/it, loss=0.002, mat=0.003, sens=1.000, deg=0.000]
Ep 022/100 [S2:+mat]:  27%|█   | 72/264 [01:52<04:52,  1.53s/it, loss=0.002, mat=0.003, sens=3.046, deg=0.000]
Ep 022/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:50,  1.52s/it, loss=0.002, mat=0.003, sens=3.046, deg=0.000]
Ep 022/100 [S2:+mat]:  28%|█   | 73/264 [01:53<04:50,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  28%|█   | 74/264 [01:53<04:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  28%|█   | 74/264 [01:55<04:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:47,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:45,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  29%|█▏  | 76/264 [01:58<04:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:44,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  30%|█▏  | 78/264 [01:59<04:47,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  30%|█▏  | 78/264 [02:01<04:47,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:44,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:44,  1.54s/it, loss=0.002, mat=0.002, sens=1.470, deg=0.000]
Ep 022/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:41,  1.53s/it, loss=0.002, mat=0.002, sens=1.470, deg=0.000]
Ep 022/100 [S2:+mat]:  30%|█▏  | 80/264 [02:04<04:41,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:39,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  31%|█▏  | 82/264 [02:07<04:38,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  31%|█▎  | 83/264 [02:09<04:35,  1.52s/it, loss=0.003, mat=0.003, sens=3.077, deg=0.000]
Ep 022/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:33,  1.52s/it, loss=0.003, mat=0.003, sens=3.077, deg=0.000]
Ep 022/100 [S2:+mat]:  32%|█▎  | 84/264 [02:10<04:33,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.010]
Ep 022/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:32,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.010]
Ep 022/100 [S2:+mat]:  32%|█▎  | 85/264 [02:12<04:32,  1.52s/it, loss=0.002, mat=0.003, sens=1.451, deg=0.000]
Ep 022/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:30,  1.52s/it, loss=0.002, mat=0.003, sens=1.451, deg=0.000]
Ep 022/100 [S2:+mat]:  33%|█▎  | 86/264 [02:13<04:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  33%|█▎  | 87/264 [02:13<04:29,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  33%|█▎  | 87/264 [02:15<04:29,  1.52s/it, loss=0.003, mat=0.003, sens=1.094, deg=0.000]
Ep 022/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:27,  1.52s/it, loss=0.003, mat=0.003, sens=1.094, deg=0.000]
Ep 022/100 [S2:+mat]:  33%|█▎  | 88/264 [02:16<04:27,  1.52s/it, loss=0.002, mat=0.002, sens=1.223, deg=0.000]
Ep 022/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:26,  1.52s/it, loss=0.002, mat=0.002, sens=1.223, deg=0.000]
Ep 022/100 [S2:+mat]:  34%|█▎  | 89/264 [02:18<04:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  34%|█▎  | 90/264 [02:19<04:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  34%|█▍  | 91/264 [02:21<04:22,  1.52s/it, loss=0.002, mat=0.002, sens=1.451, deg=0.000]
Ep 022/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:21,  1.52s/it, loss=0.002, mat=0.002, sens=1.451, deg=0.000]
Ep 022/100 [S2:+mat]:  35%|█▍  | 92/264 [02:22<04:21,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:26,  1.56s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  35%|█▍  | 93/264 [02:24<04:26,  1.56s/it, loss=0.003, mat=0.003, sens=0.953, deg=0.000]
Ep 022/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:23,  1.55s/it, loss=0.003, mat=0.003, sens=0.953, deg=0.000]
Ep 022/100 [S2:+mat]:  36%|█▍  | 94/264 [02:25<04:23,  1.55s/it, loss=0.002, mat=0.002, sens=2.017, deg=0.000]
Ep 022/100 [S2:+mat]:  36%|█▍  | 95/264 [02:25<04:20,  1.54s/it, loss=0.002, mat=0.002, sens=2.017, deg=0.000]
Ep 022/100 [S2:+mat]:  36%|█▍  | 95/264 [02:27<04:20,  1.54s/it, loss=0.002, mat=0.003, sens=0.888, deg=0.000]
Ep 022/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.888, deg=0.000]
Ep 022/100 [S2:+mat]:  36%|█▍  | 96/264 [02:28<04:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.854, deg=0.000]
Ep 022/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.854, deg=0.000]
Ep 022/100 [S2:+mat]:  37%|█▍  | 97/264 [02:30<04:14,  1.53s/it, loss=0.012, mat=0.003, sens=0.819, deg=0.020]
Ep 022/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:12,  1.52s/it, loss=0.012, mat=0.003, sens=0.819, deg=0.020]
Ep 022/100 [S2:+mat]:  37%|█▍  | 98/264 [02:31<04:12,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:10,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  38%|█▌  | 99/264 [02:33<04:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  38%|█▏ | 100/264 [02:34<04:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.807, deg=0.001]
Ep 022/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.807, deg=0.001]
Ep 022/100 [S2:+mat]:  38%|█▏ | 101/264 [02:36<04:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:05,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  39%|█▏ | 102/264 [02:37<04:05,  1.52s/it, loss=0.004, mat=0.004, sens=2.572, deg=0.000]
Ep 022/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:04,  1.52s/it, loss=0.004, mat=0.004, sens=2.572, deg=0.000]
Ep 022/100 [S2:+mat]:  39%|█▏ | 103/264 [02:39<04:04,  1.52s/it, loss=0.002, mat=0.003, sens=2.310, deg=0.000]
Ep 022/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:02,  1.52s/it, loss=0.002, mat=0.003, sens=2.310, deg=0.000]
Ep 022/100 [S2:+mat]:  39%|█▏ | 104/264 [02:41<04:02,  1.52s/it, loss=0.003, mat=0.003, sens=1.069, deg=0.000]
Ep 022/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:04,  1.54s/it, loss=0.003, mat=0.003, sens=1.069, deg=0.000]
Ep 022/100 [S2:+mat]:  40%|█▏ | 105/264 [02:42<04:04,  1.54s/it, loss=0.003, mat=0.003, sens=0.800, deg=0.000]
Ep 022/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:02,  1.53s/it, loss=0.003, mat=0.003, sens=0.800, deg=0.000]
Ep 022/100 [S2:+mat]:  40%|█▏ | 106/264 [02:44<04:02,  1.53s/it, loss=0.005, mat=0.002, sens=1.855, deg=0.000]
Ep 022/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<04:00,  1.53s/it, loss=0.005, mat=0.002, sens=1.855, deg=0.000]
Ep 022/100 [S2:+mat]:  41%|█▏ | 107/264 [02:45<04:00,  1.53s/it, loss=0.002, mat=0.003, sens=3.340, deg=0.000]
Ep 022/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:58,  1.53s/it, loss=0.002, mat=0.003, sens=3.340, deg=0.000]
Ep 022/100 [S2:+mat]:  41%|█▏ | 108/264 [02:47<03:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  41%|█▏ | 109/264 [02:48<03:56,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:54,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  42%|█▎ | 110/264 [02:50<03:54,  1.52s/it, loss=0.002, mat=0.003, sens=1.445, deg=0.000]
Ep 022/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:52,  1.52s/it, loss=0.002, mat=0.003, sens=1.445, deg=0.000]
Ep 022/100 [S2:+mat]:  42%|█▎ | 111/264 [02:51<03:52,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:50,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  42%|█▎ | 112/264 [02:53<03:50,  1.52s/it, loss=0.011, mat=0.003, sens=0.812, deg=0.017]
Ep 022/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:49,  1.52s/it, loss=0.011, mat=0.003, sens=0.812, deg=0.017]
Ep 022/100 [S2:+mat]:  43%|█▎ | 113/264 [02:54<03:49,  1.52s/it, loss=0.002, mat=0.003, sens=2.342, deg=0.000]
Ep 022/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:47,  1.52s/it, loss=0.002, mat=0.003, sens=2.342, deg=0.000]
Ep 022/100 [S2:+mat]:  43%|█▎ | 114/264 [02:56<03:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  44%|█▎ | 115/264 [02:57<03:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  44%|█▎ | 116/264 [02:59<03:44,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:42,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  44%|█▎ | 117/264 [03:00<03:42,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:43,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  45%|█▎ | 118/264 [03:02<03:43,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:41,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  45%|█▎ | 119/264 [03:03<03:41,  1.52s/it, loss=3.051, mat=0.005, sens=1.489, deg=0.000]
Ep 022/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:39,  1.52s/it, loss=3.051, mat=0.005, sens=1.489, deg=0.000]
Ep 022/100 [S2:+mat]:  45%|█▎ | 120/264 [03:05<03:39,  1.52s/it, loss=0.005, mat=0.002, sens=0.857, deg=0.000]
Ep 022/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:37,  1.52s/it, loss=0.005, mat=0.002, sens=0.857, deg=0.000]
Ep 022/100 [S2:+mat]:  46%|█▍ | 121/264 [03:06<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  46%|█▍ | 122/264 [03:08<03:35,  1.52s/it, loss=0.002, mat=0.003, sens=1.421, deg=0.000]
Ep 022/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:34,  1.52s/it, loss=0.002, mat=0.003, sens=1.421, deg=0.000]
Ep 022/100 [S2:+mat]:  47%|█▍ | 123/264 [03:10<03:34,  1.52s/it, loss=0.003, mat=0.005, sens=0.961, deg=0.000]
Ep 022/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:35,  1.54s/it, loss=0.003, mat=0.005, sens=0.961, deg=0.000]
Ep 022/100 [S2:+mat]:  47%|█▍ | 124/264 [03:11<03:35,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  47%|█▍ | 125/264 [03:13<03:33,  1.53s/it, loss=0.002, mat=0.004, sens=3.074, deg=0.000]
Ep 022/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:30,  1.53s/it, loss=0.002, mat=0.004, sens=3.074, deg=0.000]
Ep 022/100 [S2:+mat]:  48%|█▍ | 126/264 [03:14<03:30,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:29,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  48%|█▍ | 127/264 [03:16<03:29,  1.53s/it, loss=0.002, mat=0.002, sens=2.962, deg=0.000]
Ep 022/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:27,  1.52s/it, loss=0.002, mat=0.002, sens=2.962, deg=0.000]
Ep 022/100 [S2:+mat]:  48%|█▍ | 128/264 [03:17<03:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.953, deg=0.000]
Ep 022/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.953, deg=0.000]
Ep 022/100 [S2:+mat]:  49%|█▍ | 129/264 [03:19<03:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  49%|█▍ | 130/264 [03:20<03:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  50%|█▍ | 131/264 [03:22<03:22,  1.52s/it, loss=0.004, mat=0.002, sens=1.581, deg=0.004]
Ep 022/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:20,  1.52s/it, loss=0.004, mat=0.002, sens=1.581, deg=0.004]
Ep 022/100 [S2:+mat]:  50%|█▌ | 132/264 [03:23<03:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  50%|█▌ | 133/264 [03:25<03:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  51%|█▌ | 134/264 [03:26<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  51%|█▌ | 135/264 [03:28<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  52%|█▌ | 136/264 [03:29<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=2.439, deg=0.000]
Ep 022/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:13,  1.52s/it, loss=0.002, mat=0.003, sens=2.439, deg=0.000]
Ep 022/100 [S2:+mat]:  52%|█▌ | 137/264 [03:31<03:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.973, deg=0.000]
Ep 022/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:14,  1.55s/it, loss=0.002, mat=0.003, sens=0.973, deg=0.000]
Ep 022/100 [S2:+mat]:  52%|█▌ | 138/264 [03:32<03:14,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:12,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  53%|█▌ | 139/264 [03:34<03:12,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:09,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  53%|█▌ | 140/264 [03:35<03:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.998, deg=0.000]
Ep 022/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.998, deg=0.000]
Ep 022/100 [S2:+mat]:  53%|█▌ | 141/264 [03:37<03:08,  1.53s/it, loss=0.002, mat=0.004, sens=1.118, deg=0.000]
Ep 022/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:07,  1.54s/it, loss=0.002, mat=0.004, sens=1.118, deg=0.000]
Ep 022/100 [S2:+mat]:  54%|█▌ | 142/264 [03:39<03:07,  1.54s/it, loss=0.002, mat=0.005, sens=1.055, deg=0.000]
Ep 022/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:05,  1.53s/it, loss=0.002, mat=0.005, sens=1.055, deg=0.000]
Ep 022/100 [S2:+mat]:  54%|█▋ | 143/264 [03:40<03:05,  1.53s/it, loss=0.002, mat=0.003, sens=1.900, deg=0.000]
Ep 022/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:03,  1.53s/it, loss=0.002, mat=0.003, sens=1.900, deg=0.000]
Ep 022/100 [S2:+mat]:  55%|█▋ | 144/264 [03:42<03:03,  1.53s/it, loss=0.003, mat=0.002, sens=0.792, deg=0.000]
Ep 022/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<03:01,  1.53s/it, loss=0.003, mat=0.002, sens=0.792, deg=0.000]
Ep 022/100 [S2:+mat]:  55%|█▋ | 145/264 [03:43<03:01,  1.53s/it, loss=0.003, mat=0.005, sens=3.224, deg=0.000]
Ep 022/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<02:59,  1.52s/it, loss=0.003, mat=0.005, sens=3.224, deg=0.000]
Ep 022/100 [S2:+mat]:  55%|█▋ | 146/264 [03:45<02:59,  1.52s/it, loss=0.002, mat=0.003, sens=1.320, deg=0.000]
Ep 022/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=1.320, deg=0.000]
Ep 022/100 [S2:+mat]:  56%|█▋ | 147/264 [03:46<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.801, deg=0.000]
Ep 022/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.801, deg=0.000]
Ep 022/100 [S2:+mat]:  56%|█▋ | 148/264 [03:48<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=4.487, deg=0.000]
Ep 022/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=4.487, deg=0.000]
Ep 022/100 [S2:+mat]:  56%|█▋ | 149/264 [03:49<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:55,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  57%|█▋ | 150/264 [03:51<02:55,  1.54s/it, loss=0.002, mat=0.003, sens=5.467, deg=0.000]
Ep 022/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:53,  1.53s/it, loss=0.002, mat=0.003, sens=5.467, deg=0.000]
Ep 022/100 [S2:+mat]:  57%|█▋ | 151/264 [03:52<02:53,  1.53s/it, loss=0.001, mat=0.003, sens=2.215, deg=0.000]
Ep 022/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:51,  1.53s/it, loss=0.001, mat=0.003, sens=2.215, deg=0.000]
Ep 022/100 [S2:+mat]:  58%|█▋ | 152/264 [03:54<02:51,  1.53s/it, loss=0.003, mat=0.005, sens=1.253, deg=0.000]
Ep 022/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:49,  1.53s/it, loss=0.003, mat=0.005, sens=1.253, deg=0.000]
Ep 022/100 [S2:+mat]:  58%|█▋ | 153/264 [03:55<02:49,  1.53s/it, loss=0.002, mat=0.003, sens=3.630, deg=0.000]
Ep 022/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:47,  1.52s/it, loss=0.002, mat=0.003, sens=3.630, deg=0.000]
Ep 022/100 [S2:+mat]:  58%|█▊ | 154/264 [03:57<02:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  59%|█▊ | 155/264 [03:58<02:46,  1.53s/it, loss=0.002, mat=0.003, sens=3.099, deg=0.000]
Ep 022/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:44,  1.52s/it, loss=0.002, mat=0.003, sens=3.099, deg=0.000]
Ep 022/100 [S2:+mat]:  59%|█▊ | 156/264 [04:00<02:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  59%|█▊ | 157/264 [04:01<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  60%|█▊ | 158/264 [04:03<02:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.873, deg=0.000]
Ep 022/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:39,  1.52s/it, loss=0.002, mat=0.004, sens=0.873, deg=0.000]
Ep 022/100 [S2:+mat]:  60%|█▊ | 159/264 [04:04<02:39,  1.52s/it, loss=0.002, mat=0.004, sens=1.841, deg=0.000]
Ep 022/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:37,  1.52s/it, loss=0.002, mat=0.004, sens=1.841, deg=0.000]
Ep 022/100 [S2:+mat]:  61%|█▊ | 160/264 [04:06<02:37,  1.52s/it, loss=0.002, mat=0.004, sens=2.229, deg=0.000]
Ep 022/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:36,  1.52s/it, loss=0.002, mat=0.004, sens=2.229, deg=0.000]
Ep 022/100 [S2:+mat]:  61%|█▊ | 161/264 [04:07<02:36,  1.52s/it, loss=0.002, mat=0.004, sens=0.969, deg=0.000]
Ep 022/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.969, deg=0.000]
Ep 022/100 [S2:+mat]:  61%|█▊ | 162/264 [04:09<02:35,  1.52s/it, loss=0.002, mat=0.003, sens=1.990, deg=0.000]
Ep 022/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:33,  1.52s/it, loss=0.002, mat=0.003, sens=1.990, deg=0.000]
Ep 022/100 [S2:+mat]:  62%|█▊ | 163/264 [04:10<02:33,  1.52s/it, loss=0.002, mat=0.003, sens=3.097, deg=0.000]
Ep 022/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:32,  1.52s/it, loss=0.002, mat=0.003, sens=3.097, deg=0.000]
Ep 022/100 [S2:+mat]:  62%|█▊ | 164/264 [04:12<02:32,  1.52s/it, loss=0.002, mat=0.004, sens=2.013, deg=0.000]
Ep 022/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=2.013, deg=0.000]
Ep 022/100 [S2:+mat]:  62%|█▉ | 165/264 [04:14<02:30,  1.52s/it, loss=0.002, mat=0.002, sens=1.001, deg=0.000]
Ep 022/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:29,  1.53s/it, loss=0.002, mat=0.002, sens=1.001, deg=0.000]
Ep 022/100 [S2:+mat]:  63%|█▉ | 166/264 [04:15<02:29,  1.53s/it, loss=0.001, mat=0.003, sens=1.279, deg=0.000]
Ep 022/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:28,  1.53s/it, loss=0.001, mat=0.003, sens=1.279, deg=0.000]
Ep 022/100 [S2:+mat]:  63%|█▉ | 167/264 [04:17<02:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:29,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  64%|█▉ | 168/264 [04:18<02:29,  1.55s/it, loss=0.002, mat=0.003, sens=2.915, deg=0.000]
Ep 022/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:26,  1.54s/it, loss=0.002, mat=0.003, sens=2.915, deg=0.000]
Ep 022/100 [S2:+mat]:  64%|█▉ | 169/264 [04:20<02:26,  1.54s/it, loss=0.002, mat=0.003, sens=3.717, deg=0.000]
Ep 022/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:24,  1.54s/it, loss=0.002, mat=0.003, sens=3.717, deg=0.000]
Ep 022/100 [S2:+mat]:  64%|█▉ | 170/264 [04:21<02:24,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:22,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  65%|█▉ | 171/264 [04:23<02:22,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:20,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  65%|█▉ | 172/264 [04:24<02:20,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:19,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  66%|█▉ | 173/264 [04:26<02:19,  1.53s/it, loss=0.002, mat=0.002, sens=0.802, deg=0.000]
Ep 022/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:17,  1.53s/it, loss=0.002, mat=0.002, sens=0.802, deg=0.000]
Ep 022/100 [S2:+mat]:  66%|█▉ | 174/264 [04:27<02:17,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:15,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  66%|█▉ | 175/264 [04:29<02:15,  1.53s/it, loss=0.003, mat=0.004, sens=3.073, deg=0.000]
Ep 022/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:13,  1.52s/it, loss=0.003, mat=0.004, sens=3.073, deg=0.000]
Ep 022/100 [S2:+mat]:  67%|██ | 176/264 [04:30<02:13,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  67%|██ | 177/264 [04:32<02:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  67%|██ | 178/264 [04:33<02:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.797, deg=0.000]
Ep 022/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.797, deg=0.000]
Ep 022/100 [S2:+mat]:  68%|██ | 179/264 [04:35<02:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.845, deg=0.000]
Ep 022/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.845, deg=0.000]
Ep 022/100 [S2:+mat]:  68%|██ | 180/264 [04:36<02:07,  1.52s/it, loss=0.002, mat=0.003, sens=2.321, deg=0.000]
Ep 022/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:06,  1.52s/it, loss=0.002, mat=0.003, sens=2.321, deg=0.000]
Ep 022/100 [S2:+mat]:  69%|██ | 181/264 [04:38<02:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  69%|██ | 182/264 [04:40<02:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  69%|██ | 183/264 [04:40<02:05,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  69%|██ | 183/264 [04:41<02:05,  1.54s/it, loss=0.001, mat=0.002, sens=3.225, deg=0.000]
Ep 022/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:03,  1.54s/it, loss=0.001, mat=0.002, sens=3.225, deg=0.000]
Ep 022/100 [S2:+mat]:  70%|██ | 184/264 [04:43<02:03,  1.54s/it, loss=0.002, mat=0.003, sens=1.245, deg=0.000]
Ep 022/100 [S2:+mat]:  70%|██ | 185/264 [04:43<02:01,  1.53s/it, loss=0.002, mat=0.003, sens=1.245, deg=0.000]
Ep 022/100 [S2:+mat]:  70%|██ | 185/264 [04:44<02:01,  1.53s/it, loss=0.001, mat=0.002, sens=1.777, deg=0.000]
Ep 022/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:59,  1.53s/it, loss=0.001, mat=0.002, sens=1.777, deg=0.000]
Ep 022/100 [S2:+mat]:  70%|██ | 186/264 [04:46<01:59,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  71%|██▏| 187/264 [04:46<01:57,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  71%|██▏| 187/264 [04:47<01:57,  1.53s/it, loss=0.002, mat=0.003, sens=2.717, deg=0.000]
Ep 022/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:56,  1.53s/it, loss=0.002, mat=0.003, sens=2.717, deg=0.000]
Ep 022/100 [S2:+mat]:  71%|██▏| 188/264 [04:49<01:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.982, deg=0.000]
Ep 022/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.982, deg=0.000]
Ep 022/100 [S2:+mat]:  72%|██▏| 189/264 [04:50<01:54,  1.53s/it, loss=0.002, mat=0.003, sens=1.681, deg=0.000]
Ep 022/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:53,  1.54s/it, loss=0.002, mat=0.003, sens=1.681, deg=0.000]
Ep 022/100 [S2:+mat]:  72%|██▏| 190/264 [04:52<01:53,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:52,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  72%|██▏| 191/264 [04:53<01:52,  1.54s/it, loss=0.002, mat=0.003, sens=2.047, deg=0.000]
Ep 022/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:50,  1.53s/it, loss=0.002, mat=0.003, sens=2.047, deg=0.000]
Ep 022/100 [S2:+mat]:  73%|██▏| 192/264 [04:55<01:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.861, deg=0.000]
Ep 022/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.861, deg=0.000]
Ep 022/100 [S2:+mat]:  73%|██▏| 193/264 [04:56<01:48,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:46,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  73%|██▏| 194/264 [04:58<01:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:46,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  74%|██▏| 195/264 [05:00<01:46,  1.55s/it, loss=0.002, mat=0.003, sens=0.798, deg=0.000]
Ep 022/100 [S2:+mat]:  74%|██▏| 196/264 [05:00<01:44,  1.54s/it, loss=0.002, mat=0.003, sens=0.798, deg=0.000]
Ep 022/100 [S2:+mat]:  74%|██▏| 196/264 [05:01<01:44,  1.54s/it, loss=0.002, mat=0.003, sens=0.942, deg=0.000]
Ep 022/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.942, deg=0.000]
Ep 022/100 [S2:+mat]:  75%|██▏| 197/264 [05:03<01:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  75%|██▎| 198/264 [05:03<01:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  75%|██▎| 198/264 [05:04<01:41,  1.53s/it, loss=0.002, mat=0.004, sens=1.561, deg=0.000]
Ep 022/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:39,  1.53s/it, loss=0.002, mat=0.004, sens=1.561, deg=0.000]
Ep 022/100 [S2:+mat]:  75%|██▎| 199/264 [05:06<01:39,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  76%|██▎| 200/264 [05:06<01:37,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  76%|██▎| 200/264 [05:07<01:37,  1.53s/it, loss=0.002, mat=0.004, sens=1.998, deg=0.000]
Ep 022/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:36,  1.52s/it, loss=0.002, mat=0.004, sens=1.998, deg=0.000]
Ep 022/100 [S2:+mat]:  76%|██▎| 201/264 [05:09<01:36,  1.52s/it, loss=0.002, mat=0.003, sens=3.149, deg=0.000]
Ep 022/100 [S2:+mat]:  77%|██▎| 202/264 [05:09<01:34,  1.52s/it, loss=0.002, mat=0.003, sens=3.149, deg=0.000]
Ep 022/100 [S2:+mat]:  77%|██▎| 202/264 [05:10<01:34,  1.52s/it, loss=0.002, mat=0.003, sens=1.794, deg=0.000]
Ep 022/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.52s/it, loss=0.002, mat=0.003, sens=1.794, deg=0.000]
Ep 022/100 [S2:+mat]:  77%|██▎| 203/264 [05:12<01:32,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  77%|██▎| 204/264 [05:12<01:31,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  77%|██▎| 204/264 [05:13<01:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  78%|██▎| 205/264 [05:15<01:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  78%|██▎| 206/264 [05:15<01:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  78%|██▎| 206/264 [05:16<01:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  78%|██▎| 207/264 [05:18<01:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  79%|██▎| 208/264 [05:18<01:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  79%|██▎| 208/264 [05:19<01:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  79%|██▍| 209/264 [05:19<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  79%|██▍| 209/264 [05:21<01:23,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  80%|██▍| 210/264 [05:21<01:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  80%|██▍| 210/264 [05:22<01:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  80%|██▍| 211/264 [05:24<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=2.153, deg=0.000]
Ep 022/100 [S2:+mat]:  80%|██▍| 212/264 [05:24<01:18,  1.52s/it, loss=0.002, mat=0.003, sens=2.153, deg=0.000]
Ep 022/100 [S2:+mat]:  80%|██▍| 212/264 [05:25<01:18,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  81%|██▍| 213/264 [05:27<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.862, deg=0.000]
Ep 022/100 [S2:+mat]:  81%|██▍| 214/264 [05:27<01:18,  1.57s/it, loss=0.002, mat=0.003, sens=0.862, deg=0.000]
Ep 022/100 [S2:+mat]:  81%|██▍| 214/264 [05:29<01:18,  1.57s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  81%|██▍| 215/264 [05:29<01:16,  1.56s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  81%|██▍| 215/264 [05:30<01:16,  1.56s/it, loss=0.002, mat=0.003, sens=1.535, deg=0.000]
Ep 022/100 [S2:+mat]:  82%|██▍| 216/264 [05:30<01:14,  1.55s/it, loss=0.002, mat=0.003, sens=1.535, deg=0.000]
Ep 022/100 [S2:+mat]:  82%|██▍| 216/264 [05:32<01:14,  1.55s/it, loss=0.002, mat=0.003, sens=3.402, deg=0.000]
Ep 022/100 [S2:+mat]:  82%|██▍| 217/264 [05:32<01:12,  1.54s/it, loss=0.002, mat=0.003, sens=3.402, deg=0.000]
Ep 022/100 [S2:+mat]:  82%|██▍| 217/264 [05:33<01:12,  1.54s/it, loss=0.002, mat=0.003, sens=2.576, deg=0.000]
Ep 022/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:10,  1.53s/it, loss=0.002, mat=0.003, sens=2.576, deg=0.000]
Ep 022/100 [S2:+mat]:  83%|██▍| 218/264 [05:35<01:10,  1.53s/it, loss=0.002, mat=0.003, sens=3.029, deg=0.000]
Ep 022/100 [S2:+mat]:  83%|██▍| 219/264 [05:35<01:09,  1.53s/it, loss=0.002, mat=0.003, sens=3.029, deg=0.000]
Ep 022/100 [S2:+mat]:  83%|██▍| 219/264 [05:36<01:09,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:07,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  83%|██▌| 220/264 [05:38<01:07,  1.53s/it, loss=0.001, mat=0.002, sens=3.065, deg=0.000]
Ep 022/100 [S2:+mat]:  84%|██▌| 221/264 [05:38<01:05,  1.52s/it, loss=0.001, mat=0.002, sens=3.065, deg=0.000]
Ep 022/100 [S2:+mat]:  84%|██▌| 221/264 [05:39<01:05,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:03,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  84%|██▌| 222/264 [05:41<01:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  84%|██▌| 223/264 [05:41<01:02,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  84%|██▌| 223/264 [05:42<01:02,  1.52s/it, loss=0.002, mat=0.004, sens=3.280, deg=0.000]
Ep 022/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:00,  1.52s/it, loss=0.002, mat=0.004, sens=3.280, deg=0.000]
Ep 022/100 [S2:+mat]:  85%|██▌| 224/264 [05:44<01:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  85%|██▌| 225/264 [05:44<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  85%|██▌| 225/264 [05:45<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=1.622, deg=0.000]
Ep 022/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=1.622, deg=0.000]
Ep 022/100 [S2:+mat]:  86%|██▌| 226/264 [05:47<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  86%|██▌| 227/264 [05:47<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  86%|██▌| 227/264 [05:48<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=1.119, deg=0.000]
Ep 022/100 [S2:+mat]:  86%|██▌| 228/264 [05:48<00:55,  1.54s/it, loss=0.002, mat=0.003, sens=1.119, deg=0.000]
Ep 022/100 [S2:+mat]:  86%|██▌| 228/264 [05:50<00:55,  1.54s/it, loss=0.002, mat=0.003, sens=0.981, deg=0.000]
Ep 022/100 [S2:+mat]:  87%|██▌| 229/264 [05:50<00:53,  1.54s/it, loss=0.002, mat=0.003, sens=0.981, deg=0.000]
Ep 022/100 [S2:+mat]:  87%|██▌| 229/264 [05:51<00:53,  1.54s/it, loss=0.002, mat=0.003, sens=3.147, deg=0.000]
Ep 022/100 [S2:+mat]:  87%|██▌| 230/264 [05:51<00:52,  1.53s/it, loss=0.002, mat=0.003, sens=3.147, deg=0.000]
Ep 022/100 [S2:+mat]:  87%|██▌| 230/264 [05:53<00:52,  1.53s/it, loss=0.002, mat=0.003, sens=1.774, deg=0.000]
Ep 022/100 [S2:+mat]:  88%|██▋| 231/264 [05:53<00:50,  1.53s/it, loss=0.002, mat=0.003, sens=1.774, deg=0.000]
Ep 022/100 [S2:+mat]:  88%|██▋| 231/264 [05:55<00:50,  1.53s/it, loss=0.002, mat=0.004, sens=2.439, deg=0.000]
Ep 022/100 [S2:+mat]:  88%|██▋| 232/264 [05:55<00:48,  1.53s/it, loss=0.002, mat=0.004, sens=2.439, deg=0.000]
Ep 022/100 [S2:+mat]:  88%|██▋| 232/264 [05:56<00:48,  1.53s/it, loss=0.002, mat=0.004, sens=1.118, deg=0.000]
Ep 022/100 [S2:+mat]:  88%|██▋| 233/264 [05:56<00:47,  1.52s/it, loss=0.002, mat=0.004, sens=1.118, deg=0.000]
Ep 022/100 [S2:+mat]:  88%|██▋| 233/264 [05:58<00:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 022/100 [S2:+mat]:  89%|██▋| 234/264 [05:58<00:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 022/100 [S2:+mat]:  89%|██▋| 234/264 [05:59<00:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.796, deg=0.000]
Ep 022/100 [S2:+mat]:  89%|██▋| 235/264 [05:59<00:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.796, deg=0.000]
Ep 022/100 [S2:+mat]:  89%|██▋| 235/264 [06:01<00:44,  1.52s/it, loss=0.003, mat=0.003, sens=1.959, deg=0.000]
Ep 022/100 [S2:+mat]:  89%|██▋| 236/264 [06:01<00:42,  1.52s/it, loss=0.003, mat=0.003, sens=1.959, deg=0.000]
Ep 022/100 [S2:+mat]:  89%|██▋| 236/264 [06:02<00:42,  1.52s/it, loss=0.002, mat=0.003, sens=1.860, deg=0.000]
Ep 022/100 [S2:+mat]:  90%|██▋| 237/264 [06:02<00:41,  1.52s/it, loss=0.002, mat=0.003, sens=1.860, deg=0.000]
Ep 022/100 [S2:+mat]:  90%|██▋| 237/264 [06:04<00:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.842, deg=0.000]
Ep 022/100 [S2:+mat]:  90%|██▋| 238/264 [06:04<00:39,  1.53s/it, loss=0.002, mat=0.004, sens=0.842, deg=0.000]
Ep 022/100 [S2:+mat]:  90%|██▋| 238/264 [06:05<00:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  91%|██▋| 239/264 [06:05<00:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  91%|██▋| 239/264 [06:07<00:38,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  91%|██▋| 240/264 [06:07<00:37,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  91%|██▋| 240/264 [06:08<00:37,  1.55s/it, loss=0.001, mat=0.002, sens=0.797, deg=0.000]
Ep 022/100 [S2:+mat]:  91%|██▋| 241/264 [06:08<00:35,  1.54s/it, loss=0.001, mat=0.002, sens=0.797, deg=0.000]
Ep 022/100 [S2:+mat]:  91%|██▋| 241/264 [06:10<00:35,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  92%|██▊| 242/264 [06:10<00:33,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  92%|██▊| 242/264 [06:11<00:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  92%|██▊| 243/264 [06:11<00:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  92%|██▊| 243/264 [06:13<00:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  92%|██▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  92%|██▊| 244/264 [06:14<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.798, deg=0.000]
Ep 022/100 [S2:+mat]:  93%|██▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.798, deg=0.000]
Ep 022/100 [S2:+mat]:  93%|██▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.002, mat=0.002, sens=1.758, deg=0.000]
Ep 022/100 [S2:+mat]:  93%|██▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.002, mat=0.002, sens=1.758, deg=0.000]
Ep 022/100 [S2:+mat]:  93%|██▊| 246/264 [06:17<00:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.960, deg=0.000]
Ep 022/100 [S2:+mat]:  94%|██▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.960, deg=0.000]
Ep 022/100 [S2:+mat]:  94%|██▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.002, mat=0.003, sens=2.581, deg=0.000]
Ep 022/100 [S2:+mat]:  94%|██▊| 248/264 [06:19<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=2.581, deg=0.000]
Ep 022/100 [S2:+mat]:  94%|██▊| 248/264 [06:20<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.939, deg=0.000]
Ep 022/100 [S2:+mat]:  94%|██▊| 249/264 [06:20<00:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.939, deg=0.000]
Ep 022/100 [S2:+mat]:  94%|██▊| 249/264 [06:22<00:22,  1.52s/it, loss=0.002, mat=0.004, sens=3.210, deg=0.000]
Ep 022/100 [S2:+mat]:  95%|██▊| 250/264 [06:22<00:21,  1.52s/it, loss=0.002, mat=0.004, sens=3.210, deg=0.000]
Ep 022/100 [S2:+mat]:  95%|██▊| 250/264 [06:24<00:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  95%|██▊| 251/264 [06:24<00:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  95%|██▊| 251/264 [06:25<00:19,  1.52s/it, loss=0.002, mat=0.003, sens=2.103, deg=0.000]
Ep 022/100 [S2:+mat]:  95%|██▊| 252/264 [06:25<00:18,  1.52s/it, loss=0.002, mat=0.003, sens=2.103, deg=0.000]
Ep 022/100 [S2:+mat]:  95%|██▊| 252/264 [06:27<00:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  96%|██▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  96%|██▉| 253/264 [06:28<00:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.858, deg=0.000]
Ep 022/100 [S2:+mat]:  96%|██▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.858, deg=0.000]
Ep 022/100 [S2:+mat]:  96%|██▉| 254/264 [06:30<00:15,  1.53s/it, loss=0.003, mat=0.003, sens=1.053, deg=0.000]
Ep 022/100 [S2:+mat]:  97%|██▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.003, mat=0.003, sens=1.053, deg=0.000]
Ep 022/100 [S2:+mat]:  97%|██▉| 255/264 [06:31<00:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.899, deg=0.000]
Ep 022/100 [S2:+mat]:  97%|██▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.899, deg=0.000]
Ep 022/100 [S2:+mat]:  97%|██▉| 256/264 [06:33<00:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  97%|██▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  97%|██▉| 257/264 [06:34<00:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.969, deg=0.000]
Ep 022/100 [S2:+mat]:  98%|██▉| 258/264 [06:34<00:09,  1.54s/it, loss=0.002, mat=0.003, sens=0.969, deg=0.000]
Ep 022/100 [S2:+mat]:  98%|██▉| 258/264 [06:36<00:09,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  98%|██▉| 259/264 [06:36<00:07,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  98%|██▉| 259/264 [06:37<00:07,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  98%|██▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  98%|██▉| 260/264 [06:39<00:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  99%|██▉| 261/264 [06:39<00:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  99%|██▉| 261/264 [06:40<00:04,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  99%|██▉| 262/264 [06:40<00:03,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]:  99%|██▉| 262/264 [06:42<00:03,  1.54s/it, loss=0.002, mat=0.003, sens=3.907, deg=0.000]
Ep 022/100 [S2:+mat]: 100%|██▉| 263/264 [06:42<00:01,  1.54s/it, loss=0.002, mat=0.003, sens=3.907, deg=0.000]
Ep 022/100 [S2:+mat]: 100%|██▉| 263/264 [06:43<00:01,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 022/100 [S2:+mat]: 100%|███| 264/264 [06:43<00:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 022/100 [S2:+mat]  loss=0.0139  mat=0.0030  sens=1.0077  deg=0.0003  orth=0.0122  α=0.5 β=0.0 γ=0.5  404s

Ep 023/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 023/100 [S2:+mat]:   0%|             | 0/264 [00:01<?, ?it/s, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   0%|     | 1/264 [00:01<08:45,  2.00s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   0%|     | 1/264 [00:03<08:45,  2.00s/it, loss=0.002, mat=0.002, sens=2.997, deg=0.000]
Ep 023/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:28,  1.71s/it, loss=0.002, mat=0.002, sens=2.997, deg=0.000]
Ep 023/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:28,  1.71s/it, loss=0.001, mat=0.002, sens=1.056, deg=0.000]
Ep 023/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:03,  1.62s/it, loss=0.001, mat=0.002, sens=1.056, deg=0.000]
Ep 023/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:03,  1.62s/it, loss=0.002, mat=0.003, sens=3.885, deg=0.000]
Ep 023/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:50,  1.58s/it, loss=0.002, mat=0.003, sens=3.885, deg=0.000]
Ep 023/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:50,  1.58s/it, loss=0.002, mat=0.003, sens=0.891, deg=0.000]
Ep 023/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:43,  1.56s/it, loss=0.002, mat=0.003, sens=0.891, deg=0.000]
Ep 023/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:43,  1.56s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:38,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:38,  1.54s/it, loss=0.002, mat=0.003, sens=1.542, deg=0.000]
Ep 023/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:34,  1.53s/it, loss=0.002, mat=0.003, sens=1.542, deg=0.000]
Ep 023/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:31,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:29,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:26,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:25,  1.52s/it, loss=0.002, mat=0.004, sens=1.064, deg=0.000]
Ep 023/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:31,  1.55s/it, loss=0.002, mat=0.004, sens=1.064, deg=0.000]
Ep 023/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:31,  1.55s/it, loss=0.001, mat=0.002, sens=0.822, deg=0.000]
Ep 023/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:27,  1.54s/it, loss=0.001, mat=0.002, sens=0.822, deg=0.000]
Ep 023/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:27,  1.54s/it, loss=0.002, mat=0.002, sens=0.802, deg=0.000]
Ep 023/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:24,  1.54s/it, loss=0.002, mat=0.002, sens=0.802, deg=0.000]
Ep 023/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:24,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:21,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:21,  1.53s/it, loss=0.002, mat=0.003, sens=1.807, deg=0.000]
Ep 023/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:18,  1.53s/it, loss=0.002, mat=0.003, sens=1.807, deg=0.000]
Ep 023/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.869, deg=0.000]
Ep 023/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.869, deg=0.000]
Ep 023/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:11,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   8%|▎   | 21/264 [00:34<06:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   8%|▎   | 22/264 [00:34<06:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:10,  1.53s/it, loss=0.001, mat=0.002, sens=1.227, deg=0.000]
Ep 023/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:08,  1.53s/it, loss=0.001, mat=0.002, sens=1.227, deg=0.000]
Ep 023/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:08,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:06,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:04,  1.52s/it, loss=0.002, mat=0.003, sens=1.490, deg=0.000]
Ep 023/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:07,  1.55s/it, loss=0.002, mat=0.003, sens=1.490, deg=0.000]
Ep 023/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:07,  1.55s/it, loss=0.001, mat=0.002, sens=1.823, deg=0.000]
Ep 023/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<06:04,  1.54s/it, loss=0.001, mat=0.002, sens=1.823, deg=0.000]
Ep 023/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<06:04,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<06:01,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<06:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:59,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<05:59,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:56,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:56,  1.53s/it, loss=0.001, mat=0.002, sens=0.801, deg=0.000]
Ep 023/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.801, deg=0.000]
Ep 023/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:53,  1.52s/it, loss=0.002, mat=0.003, sens=2.643, deg=0.000]
Ep 023/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:51,  1.52s/it, loss=0.002, mat=0.003, sens=2.643, deg=0.000]
Ep 023/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.843, deg=0.000]
Ep 023/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.843, deg=0.000]
Ep 023/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:48,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:48,  1.52s/it, loss=0.001, mat=0.002, sens=1.033, deg=0.000]
Ep 023/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:46,  1.52s/it, loss=0.001, mat=0.002, sens=1.033, deg=0.000]
Ep 023/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.811, deg=0.000]
Ep 023/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.811, deg=0.000]
Ep 023/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:44,  1.52s/it, loss=0.001, mat=0.002, sens=0.811, deg=0.000]
Ep 023/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:48,  1.54s/it, loss=0.001, mat=0.002, sens=0.811, deg=0.000]
Ep 023/100 [S2:+mat]:  14%|▌   | 38/264 [01:00<05:48,  1.54s/it, loss=0.002, mat=0.003, sens=1.601, deg=0.000]
Ep 023/100 [S2:+mat]:  15%|▌   | 39/264 [01:00<05:45,  1.54s/it, loss=0.002, mat=0.003, sens=1.601, deg=0.000]
Ep 023/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:45,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  15%|▌   | 40/264 [01:03<05:43,  1.53s/it, loss=0.002, mat=0.003, sens=2.228, deg=0.000]
Ep 023/100 [S2:+mat]:  16%|▌   | 41/264 [01:03<05:40,  1.53s/it, loss=0.002, mat=0.003, sens=2.228, deg=0.000]
Ep 023/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:40,  1.53s/it, loss=0.002, mat=0.003, sens=2.666, deg=0.000]
Ep 023/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:39,  1.53s/it, loss=0.002, mat=0.003, sens=2.666, deg=0.000]
Ep 023/100 [S2:+mat]:  16%|▋   | 42/264 [01:06<05:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  16%|▋   | 43/264 [01:06<05:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  17%|▋   | 44/264 [01:09<05:34,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  17%|▋   | 45/264 [01:09<05:32,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:32,  1.52s/it, loss=0.002, mat=0.004, sens=2.132, deg=0.000]
Ep 023/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:33,  1.53s/it, loss=0.002, mat=0.004, sens=2.132, deg=0.000]
Ep 023/100 [S2:+mat]:  17%|▋   | 46/264 [01:12<05:33,  1.53s/it, loss=0.001, mat=0.002, sens=1.272, deg=0.000]
Ep 023/100 [S2:+mat]:  18%|▋   | 47/264 [01:12<05:31,  1.53s/it, loss=0.001, mat=0.002, sens=1.272, deg=0.000]
Ep 023/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:31,  1.53s/it, loss=0.002, mat=0.003, sens=1.132, deg=0.000]
Ep 023/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:29,  1.53s/it, loss=0.002, mat=0.003, sens=1.132, deg=0.000]
Ep 023/100 [S2:+mat]:  18%|▋   | 48/264 [01:15<05:29,  1.53s/it, loss=0.003, mat=0.004, sens=1.101, deg=0.000]
Ep 023/100 [S2:+mat]:  19%|▋   | 49/264 [01:15<05:27,  1.52s/it, loss=0.003, mat=0.004, sens=1.101, deg=0.000]
Ep 023/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  19%|▊   | 50/264 [01:18<05:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  19%|▊   | 51/264 [01:18<05:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:24,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:21,  1.52s/it, loss=0.002, mat=0.003, sens=3.142, deg=0.000]
Ep 023/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:19,  1.52s/it, loss=0.002, mat=0.003, sens=3.142, deg=0.000]
Ep 023/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:19,  1.52s/it, loss=0.001, mat=0.002, sens=3.277, deg=0.000]
Ep 023/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:17,  1.52s/it, loss=0.001, mat=0.002, sens=3.277, deg=0.000]
Ep 023/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:21,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:21,  1.54s/it, loss=0.002, mat=0.003, sens=3.325, deg=0.000]
Ep 023/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:18,  1.54s/it, loss=0.002, mat=0.003, sens=3.325, deg=0.000]
Ep 023/100 [S2:+mat]:  22%|▊   | 57/264 [01:29<05:18,  1.54s/it, loss=0.002, mat=0.003, sens=2.031, deg=0.000]
Ep 023/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:16,  1.53s/it, loss=0.002, mat=0.003, sens=2.031, deg=0.000]
Ep 023/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:16,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:14,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  22%|▉   | 59/264 [01:32<05:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  23%|▉   | 60/264 [01:32<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=1.107, deg=0.000]
Ep 023/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:10,  1.53s/it, loss=0.002, mat=0.003, sens=1.107, deg=0.000]
Ep 023/100 [S2:+mat]:  23%|▉   | 61/264 [01:35<05:10,  1.53s/it, loss=0.001, mat=0.002, sens=0.818, deg=0.000]
Ep 023/100 [S2:+mat]:  23%|▉   | 62/264 [01:35<05:08,  1.53s/it, loss=0.001, mat=0.002, sens=0.818, deg=0.000]
Ep 023/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:08,  1.53s/it, loss=0.002, mat=0.004, sens=2.865, deg=0.000]
Ep 023/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:06,  1.53s/it, loss=0.002, mat=0.004, sens=2.865, deg=0.000]
Ep 023/100 [S2:+mat]:  24%|▉   | 63/264 [01:38<05:06,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  24%|▉   | 64/264 [01:38<05:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  25%|▉   | 65/264 [01:41<05:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  25%|█   | 66/264 [01:41<05:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  25%|█   | 66/264 [01:42<05:01,  1.52s/it, loss=0.002, mat=0.002, sens=0.815, deg=0.000]
Ep 023/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:59,  1.52s/it, loss=0.002, mat=0.002, sens=0.815, deg=0.000]
Ep 023/100 [S2:+mat]:  25%|█   | 67/264 [01:44<04:59,  1.52s/it, loss=0.001, mat=0.002, sens=0.813, deg=0.000]
Ep 023/100 [S2:+mat]:  26%|█   | 68/264 [01:44<04:58,  1.52s/it, loss=0.001, mat=0.002, sens=0.813, deg=0.000]
Ep 023/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  26%|█   | 69/264 [01:47<04:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  27%|█   | 70/264 [01:47<04:57,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  27%|█   | 71/264 [01:48<05:01,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  27%|█   | 71/264 [01:50<05:01,  1.56s/it, loss=0.002, mat=0.003, sens=3.258, deg=0.000]
Ep 023/100 [S2:+mat]:  27%|█   | 72/264 [01:50<04:57,  1.55s/it, loss=0.002, mat=0.003, sens=3.258, deg=0.000]
Ep 023/100 [S2:+mat]:  27%|█   | 72/264 [01:52<04:57,  1.55s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 023/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:54,  1.54s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 023/100 [S2:+mat]:  28%|█   | 73/264 [01:53<04:54,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  28%|█   | 74/264 [01:53<04:51,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  28%|█   | 74/264 [01:55<04:51,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:48,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:48,  1.53s/it, loss=0.002, mat=0.002, sens=2.584, deg=0.000]
Ep 023/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:47,  1.53s/it, loss=0.002, mat=0.002, sens=2.584, deg=0.000]
Ep 023/100 [S2:+mat]:  29%|█▏  | 76/264 [01:58<04:47,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:45,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:45,  1.52s/it, loss=0.002, mat=0.003, sens=1.309, deg=0.000]
Ep 023/100 [S2:+mat]:  30%|█▏  | 78/264 [01:59<04:43,  1.52s/it, loss=0.002, mat=0.003, sens=1.309, deg=0.000]
Ep 023/100 [S2:+mat]:  30%|█▏  | 78/264 [02:01<04:43,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:41,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  30%|█▏  | 80/264 [02:04<04:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  31%|█▏  | 82/264 [02:07<04:36,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:39,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:39,  1.54s/it, loss=0.001, mat=0.002, sens=3.259, deg=0.000]
Ep 023/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:36,  1.54s/it, loss=0.001, mat=0.002, sens=3.259, deg=0.000]
Ep 023/100 [S2:+mat]:  32%|█▎  | 84/264 [02:10<04:36,  1.54s/it, loss=0.002, mat=0.003, sens=0.801, deg=0.000]
Ep 023/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.801, deg=0.000]
Ep 023/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:34,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:31,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  33%|█▎  | 86/264 [02:13<04:31,  1.53s/it, loss=0.002, mat=0.004, sens=3.366, deg=0.000]
Ep 023/100 [S2:+mat]:  33%|█▎  | 87/264 [02:13<04:30,  1.53s/it, loss=0.002, mat=0.004, sens=3.366, deg=0.000]
Ep 023/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:30,  1.53s/it, loss=0.001, mat=0.002, sens=1.008, deg=0.000]
Ep 023/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:28,  1.52s/it, loss=0.001, mat=0.002, sens=1.008, deg=0.000]
Ep 023/100 [S2:+mat]:  33%|█▎  | 88/264 [02:16<04:28,  1.52s/it, loss=0.002, mat=0.003, sens=2.084, deg=0.000]
Ep 023/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:26,  1.52s/it, loss=0.002, mat=0.003, sens=2.084, deg=0.000]
Ep 023/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.850, deg=0.000]
Ep 023/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.850, deg=0.000]
Ep 023/100 [S2:+mat]:  34%|█▎  | 90/264 [02:19<04:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:23,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  35%|█▍  | 92/264 [02:22<04:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  35%|█▍  | 93/264 [02:24<04:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:19,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  36%|█▍  | 94/264 [02:25<04:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  36%|█▍  | 95/264 [02:25<04:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  36%|█▍  | 95/264 [02:27<04:19,  1.53s/it, loss=0.001, mat=0.002, sens=1.856, deg=0.000]
Ep 023/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:16,  1.53s/it, loss=0.001, mat=0.002, sens=1.856, deg=0.000]
Ep 023/100 [S2:+mat]:  36%|█▍  | 96/264 [02:28<04:16,  1.53s/it, loss=0.002, mat=0.003, sens=3.027, deg=0.000]
Ep 023/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:14,  1.53s/it, loss=0.002, mat=0.003, sens=3.027, deg=0.000]
Ep 023/100 [S2:+mat]:  37%|█▍  | 97/264 [02:30<04:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  37%|█▍  | 98/264 [02:31<04:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  38%|█▌  | 99/264 [02:33<04:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  38%|█▏ | 100/264 [02:34<04:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:11,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  38%|█▏ | 101/264 [02:36<04:11,  1.54s/it, loss=0.002, mat=0.003, sens=1.005, deg=0.000]
Ep 023/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:08,  1.54s/it, loss=0.002, mat=0.003, sens=1.005, deg=0.000]
Ep 023/100 [S2:+mat]:  39%|█▏ | 102/264 [02:37<04:08,  1.54s/it, loss=0.002, mat=0.002, sens=3.211, deg=0.000]
Ep 023/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:07,  1.54s/it, loss=0.002, mat=0.002, sens=3.211, deg=0.000]
Ep 023/100 [S2:+mat]:  39%|█▏ | 103/264 [02:39<04:07,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:04,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  39%|█▏ | 104/264 [02:40<04:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  40%|█▏ | 105/264 [02:40<04:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  40%|█▏ | 105/264 [02:42<04:02,  1.53s/it, loss=0.002, mat=0.004, sens=0.920, deg=0.000]
Ep 023/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.920, deg=0.000]
Ep 023/100 [S2:+mat]:  40%|█▏ | 106/264 [02:43<04:00,  1.52s/it, loss=0.001, mat=0.002, sens=3.228, deg=0.000]
Ep 023/100 [S2:+mat]:  41%|█▏ | 107/264 [02:43<03:59,  1.53s/it, loss=0.001, mat=0.002, sens=3.228, deg=0.000]
Ep 023/100 [S2:+mat]:  41%|█▏ | 107/264 [02:45<03:59,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:57,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  41%|█▏ | 108/264 [02:46<03:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  41%|█▏ | 109/264 [02:46<03:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  41%|█▏ | 109/264 [02:48<03:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  42%|█▎ | 110/264 [02:49<03:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.843, deg=0.000]
Ep 023/100 [S2:+mat]:  42%|█▎ | 111/264 [02:49<03:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.843, deg=0.000]
Ep 023/100 [S2:+mat]:  42%|█▎ | 111/264 [02:51<03:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.819, deg=0.000]
Ep 023/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:51,  1.52s/it, loss=0.001, mat=0.002, sens=0.819, deg=0.000]
Ep 023/100 [S2:+mat]:  42%|█▎ | 112/264 [02:53<03:51,  1.52s/it, loss=0.002, mat=0.003, sens=1.172, deg=0.000]
Ep 023/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:50,  1.52s/it, loss=0.002, mat=0.003, sens=1.172, deg=0.000]
Ep 023/100 [S2:+mat]:  43%|█▎ | 113/264 [02:54<03:50,  1.52s/it, loss=0.002, mat=0.003, sens=3.599, deg=0.000]
Ep 023/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:48,  1.52s/it, loss=0.002, mat=0.003, sens=3.599, deg=0.000]
Ep 023/100 [S2:+mat]:  43%|█▎ | 114/264 [02:56<03:48,  1.52s/it, loss=0.002, mat=0.003, sens=2.549, deg=0.000]
Ep 023/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:50,  1.54s/it, loss=0.002, mat=0.003, sens=2.549, deg=0.000]
Ep 023/100 [S2:+mat]:  44%|█▎ | 115/264 [02:57<03:50,  1.54s/it, loss=0.002, mat=0.003, sens=1.024, deg=0.000]
Ep 023/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:47,  1.54s/it, loss=0.002, mat=0.003, sens=1.024, deg=0.000]
Ep 023/100 [S2:+mat]:  44%|█▎ | 116/264 [02:59<03:47,  1.54s/it, loss=0.002, mat=0.003, sens=1.576, deg=0.000]
Ep 023/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:45,  1.53s/it, loss=0.002, mat=0.003, sens=1.576, deg=0.000]
Ep 023/100 [S2:+mat]:  44%|█▎ | 117/264 [03:00<03:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  45%|█▎ | 118/264 [03:02<03:43,  1.53s/it, loss=0.001, mat=0.002, sens=1.096, deg=0.000]
Ep 023/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:43,  1.54s/it, loss=0.001, mat=0.002, sens=1.096, deg=0.000]
Ep 023/100 [S2:+mat]:  45%|█▎ | 119/264 [03:03<03:43,  1.54s/it, loss=0.002, mat=0.003, sens=0.800, deg=0.000]
Ep 023/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.800, deg=0.000]
Ep 023/100 [S2:+mat]:  45%|█▎ | 120/264 [03:05<03:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  46%|█▍ | 121/264 [03:06<03:39,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:37,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  46%|█▍ | 122/264 [03:08<03:37,  1.53s/it, loss=0.002, mat=0.003, sens=3.770, deg=0.000]
Ep 023/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:35,  1.53s/it, loss=0.002, mat=0.003, sens=3.770, deg=0.000]
Ep 023/100 [S2:+mat]:  47%|█▍ | 123/264 [03:09<03:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  47%|█▍ | 124/264 [03:09<03:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  47%|█▍ | 124/264 [03:11<03:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.896, deg=0.000]
Ep 023/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.896, deg=0.000]
Ep 023/100 [S2:+mat]:  47%|█▍ | 125/264 [03:12<03:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  48%|█▍ | 126/264 [03:12<03:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  48%|█▍ | 126/264 [03:14<03:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:31,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  48%|█▍ | 127/264 [03:16<03:31,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:29,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  48%|█▍ | 128/264 [03:17<03:29,  1.54s/it, loss=0.002, mat=0.003, sens=3.312, deg=0.000]
Ep 023/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:27,  1.53s/it, loss=0.002, mat=0.003, sens=3.312, deg=0.000]
Ep 023/100 [S2:+mat]:  49%|█▍ | 129/264 [03:19<03:27,  1.53s/it, loss=0.002, mat=0.002, sens=1.916, deg=0.000]
Ep 023/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:25,  1.53s/it, loss=0.002, mat=0.002, sens=1.916, deg=0.000]
Ep 023/100 [S2:+mat]:  49%|█▍ | 130/264 [03:20<03:25,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:23,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  50%|█▍ | 131/264 [03:22<03:23,  1.53s/it, loss=0.002, mat=0.003, sens=3.095, deg=0.000]
Ep 023/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:21,  1.53s/it, loss=0.002, mat=0.003, sens=3.095, deg=0.000]
Ep 023/100 [S2:+mat]:  50%|█▌ | 132/264 [03:23<03:21,  1.53s/it, loss=0.003, mat=0.005, sens=3.148, deg=0.000]
Ep 023/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:20,  1.53s/it, loss=0.003, mat=0.005, sens=3.148, deg=0.000]
Ep 023/100 [S2:+mat]:  50%|█▌ | 133/264 [03:25<03:20,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:18,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  51%|█▌ | 134/264 [03:26<03:18,  1.53s/it, loss=0.002, mat=0.004, sens=0.831, deg=0.000]
Ep 023/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:16,  1.53s/it, loss=0.002, mat=0.004, sens=0.831, deg=0.000]
Ep 023/100 [S2:+mat]:  51%|█▌ | 135/264 [03:28<03:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.848, deg=0.000]
Ep 023/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.848, deg=0.000]
Ep 023/100 [S2:+mat]:  52%|█▌ | 136/264 [03:29<03:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  52%|█▌ | 137/264 [03:31<03:13,  1.52s/it, loss=0.002, mat=0.004, sens=2.146, deg=0.000]
Ep 023/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:11,  1.52s/it, loss=0.002, mat=0.004, sens=2.146, deg=0.000]
Ep 023/100 [S2:+mat]:  52%|█▌ | 138/264 [03:32<03:11,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  53%|█▌ | 139/264 [03:34<03:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:08,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  53%|█▌ | 140/264 [03:35<03:08,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:07,  1.53s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  53%|█▌ | 141/264 [03:37<03:07,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:05,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  54%|█▌ | 142/264 [03:38<03:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  54%|█▋ | 143/264 [03:40<03:05,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:03,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  55%|█▋ | 144/264 [03:42<03:03,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<03:04,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  55%|█▋ | 145/264 [03:43<03:04,  1.55s/it, loss=0.002, mat=0.003, sens=0.799, deg=0.000]
Ep 023/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<03:02,  1.54s/it, loss=0.002, mat=0.003, sens=0.799, deg=0.000]
Ep 023/100 [S2:+mat]:  55%|█▋ | 146/264 [03:45<03:02,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:59,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  56%|█▋ | 147/264 [03:46<02:59,  1.54s/it, loss=0.001, mat=0.002, sens=1.831, deg=0.000]
Ep 023/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:58,  1.54s/it, loss=0.001, mat=0.002, sens=1.831, deg=0.000]
Ep 023/100 [S2:+mat]:  56%|█▋ | 148/264 [03:48<02:58,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  56%|█▋ | 149/264 [03:49<02:56,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:54,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  57%|█▋ | 150/264 [03:51<02:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  57%|█▋ | 151/264 [03:52<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  58%|█▋ | 152/264 [03:54<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  58%|█▋ | 153/264 [03:55<02:48,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  58%|█▊ | 154/264 [03:57<02:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  59%|█▊ | 155/264 [03:58<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  59%|█▊ | 156/264 [04:00<02:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  59%|█▊ | 157/264 [04:01<02:42,  1.52s/it, loss=0.001, mat=0.002, sens=3.754, deg=0.000]
Ep 023/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:40,  1.52s/it, loss=0.001, mat=0.002, sens=3.754, deg=0.000]
Ep 023/100 [S2:+mat]:  60%|█▊ | 158/264 [04:03<02:40,  1.52s/it, loss=0.002, mat=0.004, sens=1.103, deg=0.000]
Ep 023/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:39,  1.52s/it, loss=0.002, mat=0.004, sens=1.103, deg=0.000]
Ep 023/100 [S2:+mat]:  60%|█▊ | 159/264 [04:04<02:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:40,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  61%|█▊ | 160/264 [04:06<02:40,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:37,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  61%|█▊ | 161/264 [04:07<02:37,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  61%|█▊ | 162/264 [04:09<02:35,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:34,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  62%|█▊ | 163/264 [04:10<02:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  62%|█▊ | 164/264 [04:12<02:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.941, deg=0.000]
Ep 023/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.941, deg=0.000]
Ep 023/100 [S2:+mat]:  62%|█▉ | 165/264 [04:14<02:30,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  63%|█▉ | 166/264 [04:15<02:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  63%|█▉ | 167/264 [04:17<02:28,  1.53s/it, loss=0.001, mat=0.002, sens=2.228, deg=0.000]
Ep 023/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:27,  1.53s/it, loss=0.001, mat=0.002, sens=2.228, deg=0.000]
Ep 023/100 [S2:+mat]:  64%|█▉ | 168/264 [04:18<02:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  64%|█▉ | 169/264 [04:20<02:25,  1.53s/it, loss=0.002, mat=0.003, sens=3.269, deg=0.000]
Ep 023/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:23,  1.53s/it, loss=0.002, mat=0.003, sens=3.269, deg=0.000]
Ep 023/100 [S2:+mat]:  64%|█▉ | 170/264 [04:21<02:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  65%|█▉ | 171/264 [04:23<02:21,  1.52s/it, loss=0.002, mat=0.002, sens=1.135, deg=0.000]
Ep 023/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:22,  1.55s/it, loss=0.002, mat=0.002, sens=1.135, deg=0.000]
Ep 023/100 [S2:+mat]:  65%|█▉ | 172/264 [04:24<02:22,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:19,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  66%|█▉ | 173/264 [04:26<02:19,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:17,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  66%|█▉ | 174/264 [04:27<02:17,  1.53s/it, loss=0.002, mat=0.002, sens=1.207, deg=0.000]
Ep 023/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:15,  1.52s/it, loss=0.002, mat=0.002, sens=1.207, deg=0.000]
Ep 023/100 [S2:+mat]:  66%|█▉ | 175/264 [04:29<02:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  67%|██ | 176/264 [04:30<02:14,  1.52s/it, loss=0.003, mat=0.004, sens=3.424, deg=0.000]
Ep 023/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:12,  1.52s/it, loss=0.003, mat=0.004, sens=3.424, deg=0.000]
Ep 023/100 [S2:+mat]:  67%|██ | 177/264 [04:32<02:12,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  67%|██ | 178/264 [04:33<02:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  68%|██ | 179/264 [04:35<02:09,  1.52s/it, loss=0.002, mat=0.003, sens=1.476, deg=0.000]
Ep 023/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:07,  1.52s/it, loss=0.002, mat=0.003, sens=1.476, deg=0.000]
Ep 023/100 [S2:+mat]:  68%|██ | 180/264 [04:36<02:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.871, deg=0.000]
Ep 023/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:05,  1.52s/it, loss=0.002, mat=0.004, sens=0.871, deg=0.000]
Ep 023/100 [S2:+mat]:  69%|██ | 181/264 [04:38<02:05,  1.52s/it, loss=0.002, mat=0.003, sens=2.259, deg=0.000]
Ep 023/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=2.259, deg=0.000]
Ep 023/100 [S2:+mat]:  69%|██ | 182/264 [04:39<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=3.787, deg=0.000]
Ep 023/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:02,  1.52s/it, loss=0.002, mat=0.003, sens=3.787, deg=0.000]
Ep 023/100 [S2:+mat]:  69%|██ | 183/264 [04:41<02:02,  1.52s/it, loss=0.002, mat=0.004, sens=2.363, deg=0.000]
Ep 023/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:01,  1.52s/it, loss=0.002, mat=0.004, sens=2.363, deg=0.000]
Ep 023/100 [S2:+mat]:  70%|██ | 184/264 [04:42<02:01,  1.52s/it, loss=0.001, mat=0.003, sens=1.559, deg=0.000]
Ep 023/100 [S2:+mat]:  70%|██ | 185/264 [04:42<01:59,  1.52s/it, loss=0.001, mat=0.003, sens=1.559, deg=0.000]
Ep 023/100 [S2:+mat]:  70%|██ | 185/264 [04:44<01:59,  1.52s/it, loss=0.002, mat=0.002, sens=0.859, deg=0.000]
Ep 023/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:58,  1.52s/it, loss=0.002, mat=0.002, sens=0.859, deg=0.000]
Ep 023/100 [S2:+mat]:  70%|██ | 186/264 [04:46<01:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.930, deg=0.000]
Ep 023/100 [S2:+mat]:  71%|██▏| 187/264 [04:46<01:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.930, deg=0.000]
Ep 023/100 [S2:+mat]:  71%|██▏| 187/264 [04:47<01:57,  1.52s/it, loss=0.002, mat=0.003, sens=3.678, deg=0.000]
Ep 023/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:55,  1.52s/it, loss=0.002, mat=0.003, sens=3.678, deg=0.000]
Ep 023/100 [S2:+mat]:  71%|██▏| 188/264 [04:49<01:55,  1.52s/it, loss=0.003, mat=0.004, sens=3.193, deg=0.000]
Ep 023/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:54,  1.52s/it, loss=0.003, mat=0.004, sens=3.193, deg=0.000]
Ep 023/100 [S2:+mat]:  72%|██▏| 189/264 [04:50<01:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:52,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  72%|██▏| 190/264 [04:52<01:52,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:54,  1.56s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  72%|██▏| 191/264 [04:53<01:54,  1.56s/it, loss=0.001, mat=0.002, sens=1.910, deg=0.000]
Ep 023/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:51,  1.55s/it, loss=0.001, mat=0.002, sens=1.910, deg=0.000]
Ep 023/100 [S2:+mat]:  73%|██▏| 192/264 [04:55<01:51,  1.55s/it, loss=0.002, mat=0.004, sens=0.831, deg=0.000]
Ep 023/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:49,  1.54s/it, loss=0.002, mat=0.004, sens=0.831, deg=0.000]
Ep 023/100 [S2:+mat]:  73%|██▏| 193/264 [04:56<01:49,  1.54s/it, loss=0.001, mat=0.003, sens=2.789, deg=0.000]
Ep 023/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:47,  1.54s/it, loss=0.001, mat=0.003, sens=2.789, deg=0.000]
Ep 023/100 [S2:+mat]:  73%|██▏| 194/264 [04:58<01:47,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:45,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  74%|██▏| 195/264 [04:59<01:45,  1.53s/it, loss=0.001, mat=0.003, sens=1.246, deg=0.000]
Ep 023/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:43,  1.52s/it, loss=0.001, mat=0.003, sens=1.246, deg=0.000]
Ep 023/100 [S2:+mat]:  74%|██▏| 196/264 [05:01<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=1.050, deg=0.000]
Ep 023/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:41,  1.52s/it, loss=0.002, mat=0.003, sens=1.050, deg=0.000]
Ep 023/100 [S2:+mat]:  75%|██▏| 197/264 [05:02<01:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  75%|██▎| 198/264 [05:02<01:40,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  75%|██▎| 198/264 [05:04<01:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  75%|██▎| 199/264 [05:05<01:38,  1.52s/it, loss=0.001, mat=0.002, sens=3.728, deg=0.000]
Ep 023/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:37,  1.52s/it, loss=0.001, mat=0.002, sens=3.728, deg=0.000]
Ep 023/100 [S2:+mat]:  76%|██▎| 200/264 [05:07<01:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  76%|██▎| 201/264 [05:08<01:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:34,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  77%|██▎| 202/264 [05:10<01:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.831, deg=0.000]
Ep 023/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.52s/it, loss=0.001, mat=0.002, sens=0.831, deg=0.000]
Ep 023/100 [S2:+mat]:  77%|██▎| 203/264 [05:11<01:32,  1.52s/it, loss=0.003, mat=0.004, sens=1.860, deg=0.000]
Ep 023/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:31,  1.52s/it, loss=0.003, mat=0.004, sens=1.860, deg=0.000]
Ep 023/100 [S2:+mat]:  77%|██▎| 204/264 [05:13<01:31,  1.52s/it, loss=0.001, mat=0.002, sens=1.108, deg=0.000]
Ep 023/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:31,  1.54s/it, loss=0.001, mat=0.002, sens=1.108, deg=0.000]
Ep 023/100 [S2:+mat]:  78%|██▎| 205/264 [05:15<01:31,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  78%|██▎| 206/264 [05:15<01:29,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  78%|██▎| 206/264 [05:16<01:29,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:27,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  78%|██▎| 207/264 [05:18<01:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  79%|██▎| 208/264 [05:18<01:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  79%|██▎| 208/264 [05:19<01:25,  1.53s/it, loss=0.002, mat=0.003, sens=1.649, deg=0.000]
Ep 023/100 [S2:+mat]:  79%|██▍| 209/264 [05:19<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=1.649, deg=0.000]
Ep 023/100 [S2:+mat]:  79%|██▍| 209/264 [05:21<01:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  80%|██▍| 210/264 [05:21<01:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  80%|██▍| 210/264 [05:22<01:22,  1.52s/it, loss=0.002, mat=0.003, sens=1.149, deg=0.000]
Ep 023/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=1.149, deg=0.000]
Ep 023/100 [S2:+mat]:  80%|██▍| 211/264 [05:24<01:20,  1.52s/it, loss=0.001, mat=0.003, sens=1.183, deg=0.000]
Ep 023/100 [S2:+mat]:  80%|██▍| 212/264 [05:24<01:18,  1.52s/it, loss=0.001, mat=0.003, sens=1.183, deg=0.000]
Ep 023/100 [S2:+mat]:  80%|██▍| 212/264 [05:25<01:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  81%|██▍| 213/264 [05:27<01:17,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  81%|██▍| 214/264 [05:27<01:15,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  81%|██▍| 214/264 [05:28<01:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  81%|██▍| 215/264 [05:28<01:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  81%|██▍| 215/264 [05:30<01:15,  1.53s/it, loss=0.002, mat=0.002, sens=0.861, deg=0.000]
Ep 023/100 [S2:+mat]:  82%|██▍| 216/264 [05:30<01:13,  1.53s/it, loss=0.002, mat=0.002, sens=0.861, deg=0.000]
Ep 023/100 [S2:+mat]:  82%|██▍| 216/264 [05:31<01:13,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  82%|██▍| 217/264 [05:31<01:12,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  82%|██▍| 217/264 [05:33<01:12,  1.55s/it, loss=0.003, mat=0.004, sens=1.763, deg=0.000]
Ep 023/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:10,  1.54s/it, loss=0.003, mat=0.004, sens=1.763, deg=0.000]
Ep 023/100 [S2:+mat]:  83%|██▍| 218/264 [05:34<01:10,  1.54s/it, loss=0.002, mat=0.003, sens=3.617, deg=0.000]
Ep 023/100 [S2:+mat]:  83%|██▍| 219/264 [05:34<01:09,  1.53s/it, loss=0.002, mat=0.003, sens=3.617, deg=0.000]
Ep 023/100 [S2:+mat]:  83%|██▍| 219/264 [05:36<01:09,  1.53s/it, loss=0.002, mat=0.002, sens=0.884, deg=0.000]
Ep 023/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:07,  1.53s/it, loss=0.002, mat=0.002, sens=0.884, deg=0.000]
Ep 023/100 [S2:+mat]:  83%|██▌| 220/264 [05:37<01:07,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  84%|██▌| 221/264 [05:37<01:05,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  84%|██▌| 221/264 [05:39<01:05,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  84%|██▌| 222/264 [05:41<01:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  84%|██▌| 223/264 [05:41<01:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  84%|██▌| 223/264 [05:42<01:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  85%|██▌| 224/264 [05:44<01:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  85%|██▌| 225/264 [05:44<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  85%|██▌| 225/264 [05:45<00:59,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:57,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  86%|██▌| 226/264 [05:47<00:57,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  86%|██▌| 227/264 [05:47<00:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  86%|██▌| 227/264 [05:48<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.807, deg=0.000]
Ep 023/100 [S2:+mat]:  86%|██▌| 228/264 [05:48<00:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.807, deg=0.000]
Ep 023/100 [S2:+mat]:  86%|██▌| 228/264 [05:50<00:54,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  87%|██▌| 229/264 [05:50<00:53,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  87%|██▌| 229/264 [05:51<00:53,  1.52s/it, loss=0.001, mat=0.002, sens=3.291, deg=0.000]
Ep 023/100 [S2:+mat]:  87%|██▌| 230/264 [05:51<00:51,  1.52s/it, loss=0.001, mat=0.002, sens=3.291, deg=0.000]
Ep 023/100 [S2:+mat]:  87%|██▌| 230/264 [05:53<00:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  88%|██▋| 231/264 [05:53<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  88%|██▋| 231/264 [05:54<00:50,  1.52s/it, loss=0.002, mat=0.004, sens=2.689, deg=0.000]
Ep 023/100 [S2:+mat]:  88%|██▋| 232/264 [05:54<00:48,  1.52s/it, loss=0.002, mat=0.004, sens=2.689, deg=0.000]
Ep 023/100 [S2:+mat]:  88%|██▋| 232/264 [05:56<00:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  88%|██▋| 233/264 [05:56<00:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  88%|██▋| 233/264 [05:57<00:47,  1.52s/it, loss=0.001, mat=0.001, sens=0.928, deg=0.000]
Ep 023/100 [S2:+mat]:  89%|██▋| 234/264 [05:57<00:45,  1.52s/it, loss=0.001, mat=0.001, sens=0.928, deg=0.000]
Ep 023/100 [S2:+mat]:  89%|██▋| 234/264 [05:59<00:45,  1.52s/it, loss=0.002, mat=0.002, sens=2.046, deg=0.000]
Ep 023/100 [S2:+mat]:  89%|██▋| 235/264 [05:59<00:44,  1.54s/it, loss=0.002, mat=0.002, sens=2.046, deg=0.000]
Ep 023/100 [S2:+mat]:  89%|██▋| 235/264 [06:00<00:44,  1.54s/it, loss=0.002, mat=0.003, sens=1.295, deg=0.000]
Ep 023/100 [S2:+mat]:  89%|██▋| 236/264 [06:00<00:42,  1.53s/it, loss=0.002, mat=0.003, sens=1.295, deg=0.000]
Ep 023/100 [S2:+mat]:  89%|██▋| 236/264 [06:02<00:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.849, deg=0.000]
Ep 023/100 [S2:+mat]:  90%|██▋| 237/264 [06:02<00:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.849, deg=0.000]
Ep 023/100 [S2:+mat]:  90%|██▋| 237/264 [06:03<00:41,  1.53s/it, loss=0.002, mat=0.003, sens=1.123, deg=0.000]
Ep 023/100 [S2:+mat]:  90%|██▋| 238/264 [06:03<00:39,  1.53s/it, loss=0.002, mat=0.003, sens=1.123, deg=0.000]
Ep 023/100 [S2:+mat]:  90%|██▋| 238/264 [06:05<00:39,  1.53s/it, loss=0.002, mat=0.002, sens=1.404, deg=0.000]
Ep 023/100 [S2:+mat]:  91%|██▋| 239/264 [06:05<00:38,  1.54s/it, loss=0.002, mat=0.002, sens=1.404, deg=0.000]
Ep 023/100 [S2:+mat]:  91%|██▋| 239/264 [06:06<00:38,  1.54s/it, loss=0.002, mat=0.003, sens=0.887, deg=0.000]
Ep 023/100 [S2:+mat]:  91%|██▋| 240/264 [06:06<00:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.887, deg=0.000]
Ep 023/100 [S2:+mat]:  91%|██▋| 240/264 [06:08<00:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.924, deg=0.000]
Ep 023/100 [S2:+mat]:  91%|██▋| 241/264 [06:08<00:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.924, deg=0.000]
Ep 023/100 [S2:+mat]:  91%|██▋| 241/264 [06:09<00:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  92%|██▊| 242/264 [06:09<00:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  92%|██▊| 242/264 [06:11<00:33,  1.52s/it, loss=0.003, mat=0.005, sens=1.745, deg=0.000]
Ep 023/100 [S2:+mat]:  92%|██▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.003, mat=0.005, sens=1.745, deg=0.000]
Ep 023/100 [S2:+mat]:  92%|██▊| 243/264 [06:13<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  92%|██▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  92%|██▊| 244/264 [06:14<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=1.971, deg=0.000]
Ep 023/100 [S2:+mat]:  93%|██▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=1.971, deg=0.000]
Ep 023/100 [S2:+mat]:  93%|██▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  93%|██▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  93%|██▊| 246/264 [06:17<00:27,  1.52s/it, loss=0.003, mat=0.004, sens=1.947, deg=0.000]
Ep 023/100 [S2:+mat]:  94%|██▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.003, mat=0.004, sens=1.947, deg=0.000]
Ep 023/100 [S2:+mat]:  94%|██▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.002, mat=0.003, sens=1.345, deg=0.000]
Ep 023/100 [S2:+mat]:  94%|██▊| 248/264 [06:19<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=1.345, deg=0.000]
Ep 023/100 [S2:+mat]:  94%|██▊| 248/264 [06:20<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=3.224, deg=0.000]
Ep 023/100 [S2:+mat]:  94%|██▊| 249/264 [06:20<00:22,  1.51s/it, loss=0.002, mat=0.003, sens=3.224, deg=0.000]
Ep 023/100 [S2:+mat]:  94%|██▊| 249/264 [06:22<00:22,  1.51s/it, loss=0.001, mat=0.002, sens=1.312, deg=0.000]
Ep 023/100 [S2:+mat]:  95%|██▊| 250/264 [06:22<00:21,  1.54s/it, loss=0.001, mat=0.002, sens=1.312, deg=0.000]
Ep 023/100 [S2:+mat]:  95%|██▊| 250/264 [06:23<00:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.854, deg=0.000]
Ep 023/100 [S2:+mat]:  95%|██▊| 251/264 [06:23<00:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.854, deg=0.000]
Ep 023/100 [S2:+mat]:  95%|██▊| 251/264 [06:25<00:19,  1.53s/it, loss=0.003, mat=0.003, sens=1.012, deg=0.000]
Ep 023/100 [S2:+mat]:  95%|██▊| 252/264 [06:25<00:18,  1.53s/it, loss=0.003, mat=0.003, sens=1.012, deg=0.000]
Ep 023/100 [S2:+mat]:  95%|██▊| 252/264 [06:26<00:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  96%|██▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  96%|██▉| 253/264 [06:28<00:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  96%|██▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  96%|██▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.917, deg=0.000]
Ep 023/100 [S2:+mat]:  97%|██▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.917, deg=0.000]
Ep 023/100 [S2:+mat]:  97%|██▉| 255/264 [06:31<00:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  97%|██▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  97%|██▉| 256/264 [06:32<00:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  97%|██▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  97%|██▉| 257/264 [06:34<00:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  98%|██▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  98%|██▉| 258/264 [06:35<00:09,  1.52s/it, loss=0.002, mat=0.002, sens=2.232, deg=0.000]
Ep 023/100 [S2:+mat]:  98%|██▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.002, mat=0.002, sens=2.232, deg=0.000]
Ep 023/100 [S2:+mat]:  98%|██▉| 259/264 [06:37<00:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  98%|██▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  98%|██▉| 260/264 [06:38<00:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  99%|██▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]:  99%|██▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.002, mat=0.003, sens=1.196, deg=0.000]
Ep 023/100 [S2:+mat]:  99%|██▉| 262/264 [06:40<00:03,  1.54s/it, loss=0.002, mat=0.003, sens=1.196, deg=0.000]
Ep 023/100 [S2:+mat]:  99%|██▉| 262/264 [06:42<00:03,  1.54s/it, loss=0.002, mat=0.003, sens=3.035, deg=0.000]
Ep 023/100 [S2:+mat]: 100%|██▉| 263/264 [06:42<00:01,  1.54s/it, loss=0.002, mat=0.003, sens=3.035, deg=0.000]
Ep 023/100 [S2:+mat]: 100%|██▉| 263/264 [06:43<00:01,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 023/100 [S2:+mat]: 100%|███| 264/264 [06:43<00:00,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 023/100 [S2:+mat]  loss=0.0018  mat=0.0029  sens=0.8626  deg=0.0000  orth=0.0004  α=0.5 β=0.0 γ=0.5  404s

Ep 024/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 024/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:16,  2.12s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:16,  2.12s/it, loss=0.002, mat=0.004, sens=0.905, deg=0.000]
Ep 024/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:42,  1.76s/it, loss=0.002, mat=0.004, sens=0.905, deg=0.000]
Ep 024/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:42,  1.76s/it, loss=0.002, mat=0.003, sens=1.101, deg=0.000]
Ep 024/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:11,  1.65s/it, loss=0.002, mat=0.003, sens=1.101, deg=0.000]
Ep 024/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:11,  1.65s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:55,  1.60s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:55,  1.60s/it, loss=0.003, mat=0.004, sens=3.268, deg=0.000]
Ep 024/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:45,  1.56s/it, loss=0.003, mat=0.004, sens=3.268, deg=0.000]
Ep 024/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:45,  1.56s/it, loss=0.002, mat=0.003, sens=1.225, deg=0.000]
Ep 024/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:38,  1.55s/it, loss=0.002, mat=0.003, sens=1.225, deg=0.000]
Ep 024/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:38,  1.55s/it, loss=0.002, mat=0.004, sens=1.268, deg=0.000]
Ep 024/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:33,  1.53s/it, loss=0.002, mat=0.004, sens=1.268, deg=0.000]
Ep 024/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:33,  1.53s/it, loss=0.002, mat=0.003, sens=3.138, deg=0.000]
Ep 024/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:30,  1.53s/it, loss=0.002, mat=0.003, sens=3.138, deg=0.000]
Ep 024/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:30,  1.53s/it, loss=0.001, mat=0.002, sens=1.167, deg=0.000]
Ep 024/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:27,  1.52s/it, loss=0.001, mat=0.002, sens=1.167, deg=0.000]
Ep 024/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.991, deg=0.000]
Ep 024/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.991, deg=0.000]
Ep 024/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:32,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:32,  1.55s/it, loss=0.002, mat=0.002, sens=1.691, deg=0.000]
Ep 024/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:28,  1.54s/it, loss=0.002, mat=0.002, sens=1.691, deg=0.000]
Ep 024/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:28,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:24,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:24,  1.53s/it, loss=0.002, mat=0.003, sens=3.183, deg=0.000]
Ep 024/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:21,  1.53s/it, loss=0.002, mat=0.003, sens=3.183, deg=0.000]
Ep 024/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:21,  1.53s/it, loss=0.002, mat=0.003, sens=1.026, deg=0.000]
Ep 024/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:19,  1.52s/it, loss=0.002, mat=0.003, sens=1.026, deg=0.000]
Ep 024/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:17,  1.52s/it, loss=0.002, mat=0.003, sens=2.710, deg=0.000]
Ep 024/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:14,  1.52s/it, loss=0.002, mat=0.003, sens=2.710, deg=0.000]
Ep 024/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.814, deg=0.000]
Ep 024/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.814, deg=0.000]
Ep 024/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:13,  1.52s/it, loss=0.002, mat=0.003, sens=1.060, deg=0.000]
Ep 024/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=1.060, deg=0.000]
Ep 024/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=2.585, deg=0.000]
Ep 024/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:10,  1.52s/it, loss=0.002, mat=0.003, sens=2.585, deg=0.000]
Ep 024/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:10,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:08,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   8%|▎   | 21/264 [00:34<06:08,  1.52s/it, loss=0.002, mat=0.004, sens=2.062, deg=0.000]
Ep 024/100 [S2:+mat]:   8%|▎   | 22/264 [00:34<06:06,  1.51s/it, loss=0.002, mat=0.004, sens=2.062, deg=0.000]
Ep 024/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:07,  1.52s/it, loss=0.002, mat=0.003, sens=1.353, deg=0.000]
Ep 024/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:06,  1.53s/it, loss=0.002, mat=0.003, sens=1.353, deg=0.000]
Ep 024/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:06,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:03,  1.52s/it, loss=0.002, mat=0.003, sens=1.083, deg=0.000]
Ep 024/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:01,  1.52s/it, loss=0.002, mat=0.003, sens=1.083, deg=0.000]
Ep 024/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<06:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<06:00,  1.52s/it, loss=0.002, mat=0.003, sens=2.570, deg=0.000]
Ep 024/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<05:58,  1.52s/it, loss=0.002, mat=0.003, sens=2.570, deg=0.000]
Ep 024/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:58,  1.52s/it, loss=0.002, mat=0.002, sens=1.062, deg=0.000]
Ep 024/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<06:01,  1.54s/it, loss=0.002, mat=0.002, sens=1.062, deg=0.000]
Ep 024/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<06:01,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:58,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:58,  1.53s/it, loss=0.001, mat=0.002, sens=0.803, deg=0.000]
Ep 024/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:55,  1.53s/it, loss=0.001, mat=0.002, sens=0.803, deg=0.000]
Ep 024/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:55,  1.53s/it, loss=0.002, mat=0.003, sens=1.525, deg=0.000]
Ep 024/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:52,  1.52s/it, loss=0.002, mat=0.003, sens=1.525, deg=0.000]
Ep 024/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:52,  1.52s/it, loss=0.002, mat=0.003, sens=2.357, deg=0.000]
Ep 024/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:50,  1.52s/it, loss=0.002, mat=0.003, sens=2.357, deg=0.000]
Ep 024/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:50,  1.52s/it, loss=0.002, mat=0.003, sens=1.653, deg=0.000]
Ep 024/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:49,  1.52s/it, loss=0.002, mat=0.003, sens=1.653, deg=0.000]
Ep 024/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.905, deg=0.000]
Ep 024/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.905, deg=0.000]
Ep 024/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.820, deg=0.000]
Ep 024/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.820, deg=0.000]
Ep 024/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:46,  1.52s/it, loss=0.002, mat=0.003, sens=1.171, deg=0.000]
Ep 024/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:44,  1.52s/it, loss=0.002, mat=0.003, sens=1.171, deg=0.000]
Ep 024/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:43,  1.52s/it, loss=0.001, mat=0.002, sens=2.895, deg=0.000]
Ep 024/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:41,  1.52s/it, loss=0.001, mat=0.002, sens=2.895, deg=0.000]
Ep 024/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:41,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:40,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:40,  1.52s/it, loss=0.002, mat=0.003, sens=1.728, deg=0.000]
Ep 024/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:38,  1.52s/it, loss=0.002, mat=0.003, sens=1.728, deg=0.000]
Ep 024/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:36,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:35,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:38,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  17%|▋   | 44/264 [01:09<05:38,  1.54s/it, loss=0.001, mat=0.002, sens=1.889, deg=0.000]
Ep 024/100 [S2:+mat]:  17%|▋   | 45/264 [01:09<05:35,  1.53s/it, loss=0.001, mat=0.002, sens=1.889, deg=0.000]
Ep 024/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:35,  1.53s/it, loss=0.002, mat=0.003, sens=1.618, deg=0.000]
Ep 024/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:32,  1.53s/it, loss=0.002, mat=0.003, sens=1.618, deg=0.000]
Ep 024/100 [S2:+mat]:  17%|▋   | 46/264 [01:12<05:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  18%|▋   | 47/264 [01:12<05:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:30,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  18%|▋   | 48/264 [01:15<05:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 024/100 [S2:+mat]:  19%|▋   | 49/264 [01:15<05:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 024/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:28,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:25,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  19%|▊   | 50/264 [01:18<05:25,  1.52s/it, loss=0.001, mat=0.002, sens=1.132, deg=0.000]
Ep 024/100 [S2:+mat]:  19%|▊   | 51/264 [01:18<05:23,  1.52s/it, loss=0.001, mat=0.002, sens=1.132, deg=0.000]
Ep 024/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.817, deg=0.000]
Ep 024/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.817, deg=0.000]
Ep 024/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.780, deg=0.000]
Ep 024/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.780, deg=0.000]
Ep 024/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:19,  1.52s/it, loss=0.002, mat=0.003, sens=3.700, deg=0.000]
Ep 024/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:17,  1.52s/it, loss=0.002, mat=0.003, sens=3.700, deg=0.000]
Ep 024/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:17,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:20,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:20,  1.54s/it, loss=0.001, mat=0.002, sens=0.810, deg=0.000]
Ep 024/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:17,  1.53s/it, loss=0.001, mat=0.002, sens=0.810, deg=0.000]
Ep 024/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:17,  1.53s/it, loss=0.002, mat=0.002, sens=1.164, deg=0.000]
Ep 024/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:14,  1.53s/it, loss=0.002, mat=0.002, sens=1.164, deg=0.000]
Ep 024/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 024/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 024/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:10,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:08,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:08,  1.52s/it, loss=0.002, mat=0.003, sens=2.443, deg=0.000]
Ep 024/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:07,  1.52s/it, loss=0.002, mat=0.003, sens=2.443, deg=0.000]
Ep 024/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:07,  1.52s/it, loss=0.001, mat=0.002, sens=3.590, deg=0.000]
Ep 024/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:05,  1.52s/it, loss=0.001, mat=0.002, sens=3.590, deg=0.000]
Ep 024/100 [S2:+mat]:  24%|▉   | 63/264 [01:38<05:05,  1.52s/it, loss=0.002, mat=0.003, sens=3.324, deg=0.000]
Ep 024/100 [S2:+mat]:  24%|▉   | 64/264 [01:38<05:04,  1.52s/it, loss=0.002, mat=0.003, sens=3.324, deg=0.000]
Ep 024/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.996, deg=0.000]
Ep 024/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.996, deg=0.000]
Ep 024/100 [S2:+mat]:  25%|▉   | 65/264 [01:41<05:02,  1.52s/it, loss=0.001, mat=0.002, sens=0.923, deg=0.000]
Ep 024/100 [S2:+mat]:  25%|█   | 66/264 [01:41<05:01,  1.52s/it, loss=0.001, mat=0.002, sens=0.923, deg=0.000]
Ep 024/100 [S2:+mat]:  25%|█   | 66/264 [01:42<05:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  25%|█   | 67/264 [01:44<04:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  26%|█   | 68/264 [01:44<04:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:57,  1.52s/it, loss=0.002, mat=0.003, sens=2.271, deg=0.000]
Ep 024/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:56,  1.52s/it, loss=0.002, mat=0.003, sens=2.271, deg=0.000]
Ep 024/100 [S2:+mat]:  26%|█   | 69/264 [01:47<04:56,  1.52s/it, loss=0.002, mat=0.003, sens=3.661, deg=0.000]
Ep 024/100 [S2:+mat]:  27%|█   | 70/264 [01:47<04:54,  1.52s/it, loss=0.002, mat=0.003, sens=3.661, deg=0.000]
Ep 024/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:54,  1.52s/it, loss=0.002, mat=0.002, sens=1.904, deg=0.000]
Ep 024/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:53,  1.52s/it, loss=0.002, mat=0.002, sens=1.904, deg=0.000]
Ep 024/100 [S2:+mat]:  27%|█   | 71/264 [01:50<04:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  27%|█   | 72/264 [01:50<04:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  28%|█   | 73/264 [01:53<04:51,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  28%|█   | 74/264 [01:53<04:53,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:53,  1.54s/it, loss=0.001, mat=0.002, sens=0.807, deg=0.000]
Ep 024/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:50,  1.53s/it, loss=0.001, mat=0.002, sens=0.807, deg=0.000]
Ep 024/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:50,  1.53s/it, loss=0.002, mat=0.003, sens=1.692, deg=0.000]
Ep 024/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:47,  1.53s/it, loss=0.002, mat=0.003, sens=1.692, deg=0.000]
Ep 024/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:47,  1.53s/it, loss=0.002, mat=0.004, sens=1.898, deg=0.000]
Ep 024/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:45,  1.53s/it, loss=0.002, mat=0.004, sens=1.898, deg=0.000]
Ep 024/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:45,  1.53s/it, loss=0.001, mat=0.002, sens=2.191, deg=0.000]
Ep 024/100 [S2:+mat]:  30%|█▏  | 78/264 [01:59<04:43,  1.52s/it, loss=0.001, mat=0.002, sens=2.191, deg=0.000]
Ep 024/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:43,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.006]
Ep 024/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:41,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.006]
Ep 024/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:41,  1.52s/it, loss=0.003, mat=0.003, sens=1.168, deg=0.000]
Ep 024/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:39,  1.52s/it, loss=0.003, mat=0.003, sens=1.168, deg=0.000]
Ep 024/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:37,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:37,  1.52s/it, loss=0.003, mat=0.002, sens=2.094, deg=0.001]
Ep 024/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:36,  1.52s/it, loss=0.003, mat=0.002, sens=2.094, deg=0.001]
Ep 024/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:36,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.011]
Ep 024/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:34,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.011]
Ep 024/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.831, deg=0.001]
Ep 024/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.831, deg=0.001]
Ep 024/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:32,  1.52s/it, loss=0.006, mat=0.004, sens=0.784, deg=0.006]
Ep 024/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:30,  1.51s/it, loss=0.006, mat=0.004, sens=0.784, deg=0.006]
Ep 024/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:30,  1.51s/it, loss=0.003, mat=0.003, sens=1.239, deg=0.002]
Ep 024/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:29,  1.51s/it, loss=0.003, mat=0.003, sens=1.239, deg=0.002]
Ep 024/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:29,  1.51s/it, loss=0.005, mat=0.003, sens=0.870, deg=0.002]
Ep 024/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:28,  1.52s/it, loss=0.005, mat=0.003, sens=0.870, deg=0.002]
Ep 024/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:28,  1.52s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.013]
Ep 024/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:30,  1.54s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.013]
Ep 024/100 [S2:+mat]:  33%|█▎  | 88/264 [02:16<04:30,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 024/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:28,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 024/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:28,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 024/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:25,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 024/100 [S2:+mat]:  34%|█▎  | 90/264 [02:19<04:25,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.001]
Ep 024/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:23,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.001]
Ep 024/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:23,  1.52s/it, loss=0.016, mat=0.003, sens=1.093, deg=0.026]
Ep 024/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:22,  1.52s/it, loss=0.016, mat=0.003, sens=1.093, deg=0.026]
Ep 024/100 [S2:+mat]:  35%|█▍  | 92/264 [02:22<04:22,  1.52s/it, loss=0.007, mat=0.003, sens=0.846, deg=0.000]
Ep 024/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:20,  1.52s/it, loss=0.007, mat=0.003, sens=0.846, deg=0.000]
Ep 024/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:20,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:18,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  36%|█▍  | 94/264 [02:25<04:18,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  36%|█▍  | 95/264 [02:25<04:16,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:16,  1.52s/it, loss=0.004, mat=0.002, sens=0.792, deg=0.000]
Ep 024/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:16,  1.53s/it, loss=0.004, mat=0.002, sens=0.792, deg=0.000]
Ep 024/100 [S2:+mat]:  36%|█▍  | 96/264 [02:28<04:16,  1.53s/it, loss=0.005, mat=0.004, sens=4.214, deg=0.000]
Ep 024/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:14,  1.53s/it, loss=0.005, mat=0.004, sens=4.214, deg=0.000]
Ep 024/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:14,  1.53s/it, loss=0.002, mat=0.003, sens=1.071, deg=0.000]
Ep 024/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:12,  1.52s/it, loss=0.002, mat=0.003, sens=1.071, deg=0.000]
Ep 024/100 [S2:+mat]:  37%|█▍  | 98/264 [02:31<04:12,  1.52s/it, loss=0.003, mat=0.002, sens=1.043, deg=0.000]
Ep 024/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:10,  1.52s/it, loss=0.003, mat=0.002, sens=1.043, deg=0.000]
Ep 024/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:10,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:12,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  38%|█▏ | 100/264 [02:34<04:12,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:10,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:10,  1.53s/it, loss=0.002, mat=0.003, sens=1.262, deg=0.000]
Ep 024/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:07,  1.53s/it, loss=0.002, mat=0.003, sens=1.262, deg=0.000]
Ep 024/100 [S2:+mat]:  39%|█▏ | 102/264 [02:37<04:07,  1.53s/it, loss=0.003, mat=0.002, sens=0.986, deg=0.000]
Ep 024/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:05,  1.52s/it, loss=0.003, mat=0.002, sens=0.986, deg=0.000]
Ep 024/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:05,  1.52s/it, loss=0.003, mat=0.002, sens=0.796, deg=0.000]
Ep 024/100 [S2:+mat]:  39%|█▏ | 104/264 [02:38<04:03,  1.52s/it, loss=0.003, mat=0.002, sens=0.796, deg=0.000]
Ep 024/100 [S2:+mat]:  39%|█▏ | 104/264 [02:40<04:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  40%|█▏ | 105/264 [02:40<04:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:01,  1.52s/it, loss=0.008, mat=0.003, sens=0.876, deg=0.011]
Ep 024/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<03:59,  1.52s/it, loss=0.008, mat=0.003, sens=0.876, deg=0.011]
Ep 024/100 [S2:+mat]:  40%|█▏ | 106/264 [02:43<03:59,  1.52s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  41%|█▏ | 107/264 [02:43<03:58,  1.52s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  41%|█▏ | 107/264 [02:45<03:58,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:56,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  41%|█▏ | 108/264 [02:46<03:56,  1.52s/it, loss=0.018, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  41%|█▏ | 109/264 [02:46<03:54,  1.52s/it, loss=0.018, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  41%|█▏ | 109/264 [02:48<03:54,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:53,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  42%|█▎ | 110/264 [02:49<03:53,  1.52s/it, loss=0.004, mat=0.002, sens=1.655, deg=0.000]
Ep 024/100 [S2:+mat]:  42%|█▎ | 111/264 [02:49<03:51,  1.51s/it, loss=0.004, mat=0.002, sens=1.655, deg=0.000]
Ep 024/100 [S2:+mat]:  42%|█▎ | 111/264 [02:51<03:51,  1.51s/it, loss=0.003, mat=0.003, sens=3.292, deg=0.000]
Ep 024/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:50,  1.51s/it, loss=0.003, mat=0.003, sens=3.292, deg=0.000]
Ep 024/100 [S2:+mat]:  42%|█▎ | 112/264 [02:52<03:50,  1.51s/it, loss=0.003, mat=0.002, sens=2.864, deg=0.000]
Ep 024/100 [S2:+mat]:  43%|█▎ | 113/264 [02:52<03:48,  1.52s/it, loss=0.003, mat=0.002, sens=2.864, deg=0.000]
Ep 024/100 [S2:+mat]:  43%|█▎ | 113/264 [02:54<03:48,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:47,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:47,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  44%|█▎ | 115/264 [02:55<03:45,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  44%|█▎ | 115/264 [02:57<03:45,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:43,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:43,  1.51s/it, loss=0.003, mat=0.003, sens=0.844, deg=0.000]
Ep 024/100 [S2:+mat]:  44%|█▎ | 117/264 [02:58<03:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.844, deg=0.000]
Ep 024/100 [S2:+mat]:  44%|█▎ | 117/264 [03:00<03:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:44,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:44,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  45%|█▎ | 119/264 [03:01<03:41,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  45%|█▎ | 119/264 [03:03<03:41,  1.53s/it, loss=0.002, mat=0.003, sens=1.965, deg=0.000]
Ep 024/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:41,  1.54s/it, loss=0.002, mat=0.003, sens=1.965, deg=0.000]
Ep 024/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:41,  1.54s/it, loss=0.002, mat=0.002, sens=0.859, deg=0.000]
Ep 024/100 [S2:+mat]:  46%|█▍ | 121/264 [03:04<03:39,  1.53s/it, loss=0.002, mat=0.002, sens=0.859, deg=0.000]
Ep 024/100 [S2:+mat]:  46%|█▍ | 121/264 [03:06<03:39,  1.53s/it, loss=0.002, mat=0.002, sens=1.881, deg=0.000]
Ep 024/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:36,  1.53s/it, loss=0.002, mat=0.002, sens=1.881, deg=0.000]
Ep 024/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.926, deg=0.000]
Ep 024/100 [S2:+mat]:  47%|█▍ | 123/264 [03:07<03:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.926, deg=0.000]
Ep 024/100 [S2:+mat]:  47%|█▍ | 123/264 [03:09<03:35,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  47%|█▍ | 124/264 [03:09<03:32,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:32,  1.52s/it, loss=0.003, mat=0.003, sens=3.990, deg=0.000]
Ep 024/100 [S2:+mat]:  47%|█▍ | 125/264 [03:10<03:31,  1.52s/it, loss=0.003, mat=0.003, sens=3.990, deg=0.000]
Ep 024/100 [S2:+mat]:  47%|█▍ | 125/264 [03:12<03:31,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  48%|█▍ | 126/264 [03:12<03:29,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:29,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  48%|█▍ | 127/264 [03:13<03:27,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  48%|█▍ | 127/264 [03:15<03:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  48%|█▍ | 128/264 [03:15<03:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:25,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:24,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  49%|█▍ | 129/264 [03:18<03:24,  1.51s/it, loss=0.003, mat=0.002, sens=1.830, deg=0.000]
Ep 024/100 [S2:+mat]:  49%|█▍ | 130/264 [03:18<03:22,  1.51s/it, loss=0.003, mat=0.002, sens=1.830, deg=0.000]
Ep 024/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:22,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:21,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  50%|█▍ | 131/264 [03:21<03:21,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  50%|█▌ | 132/264 [03:21<03:19,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  50%|█▌ | 132/264 [03:23<03:19,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:21,  1.54s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  50%|█▌ | 133/264 [03:24<03:21,  1.54s/it, loss=0.004, mat=0.003, sens=5.383, deg=0.000]
Ep 024/100 [S2:+mat]:  51%|█▌ | 134/264 [03:24<03:18,  1.53s/it, loss=0.004, mat=0.003, sens=5.383, deg=0.000]
Ep 024/100 [S2:+mat]:  51%|█▌ | 134/264 [03:26<03:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.946, deg=0.000]
Ep 024/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.946, deg=0.000]
Ep 024/100 [S2:+mat]:  51%|█▌ | 135/264 [03:27<03:16,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  52%|█▌ | 136/264 [03:27<03:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  52%|█▌ | 136/264 [03:29<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  52%|█▌ | 137/264 [03:30<03:12,  1.52s/it, loss=0.003, mat=0.002, sens=1.022, deg=0.000]
Ep 024/100 [S2:+mat]:  52%|█▌ | 138/264 [03:30<03:11,  1.52s/it, loss=0.003, mat=0.002, sens=1.022, deg=0.000]
Ep 024/100 [S2:+mat]:  52%|█▌ | 138/264 [03:32<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=1.993, deg=0.000]
Ep 024/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:09,  1.52s/it, loss=0.002, mat=0.003, sens=1.993, deg=0.000]
Ep 024/100 [S2:+mat]:  53%|█▌ | 139/264 [03:33<03:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.813, deg=0.000]
Ep 024/100 [S2:+mat]:  53%|█▌ | 140/264 [03:33<03:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.813, deg=0.000]
Ep 024/100 [S2:+mat]:  53%|█▌ | 140/264 [03:35<03:07,  1.52s/it, loss=0.004, mat=0.003, sens=3.700, deg=0.000]
Ep 024/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:06,  1.52s/it, loss=0.004, mat=0.003, sens=3.700, deg=0.000]
Ep 024/100 [S2:+mat]:  53%|█▌ | 141/264 [03:36<03:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.974, deg=0.000]
Ep 024/100 [S2:+mat]:  54%|█▌ | 142/264 [03:36<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.974, deg=0.000]
Ep 024/100 [S2:+mat]:  54%|█▌ | 142/264 [03:38<03:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.819, deg=0.000]
Ep 024/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.819, deg=0.000]
Ep 024/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  55%|█▋ | 144/264 [03:39<03:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  55%|█▋ | 144/264 [03:41<03:03,  1.53s/it, loss=0.002, mat=0.002, sens=1.430, deg=0.000]
Ep 024/100 [S2:+mat]:  55%|█▋ | 145/264 [03:41<03:04,  1.55s/it, loss=0.002, mat=0.002, sens=1.430, deg=0.000]
Ep 024/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<03:04,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  55%|█▋ | 146/264 [03:42<03:01,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  55%|█▋ | 146/264 [03:44<03:01,  1.54s/it, loss=0.002, mat=0.003, sens=3.657, deg=0.000]
Ep 024/100 [S2:+mat]:  56%|█▋ | 147/264 [03:44<02:58,  1.53s/it, loss=0.002, mat=0.003, sens=3.657, deg=0.000]
Ep 024/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.812, deg=0.000]
Ep 024/100 [S2:+mat]:  56%|█▋ | 148/264 [03:45<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.812, deg=0.000]
Ep 024/100 [S2:+mat]:  56%|█▋ | 148/264 [03:47<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=3.017, deg=0.000]
Ep 024/100 [S2:+mat]:  56%|█▋ | 149/264 [03:47<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=3.017, deg=0.000]
Ep 024/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:54,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  57%|█▋ | 150/264 [03:48<02:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  57%|█▋ | 150/264 [03:50<02:53,  1.52s/it, loss=0.003, mat=0.002, sens=4.579, deg=0.000]
Ep 024/100 [S2:+mat]:  57%|█▋ | 151/264 [03:50<02:51,  1.52s/it, loss=0.003, mat=0.002, sens=4.579, deg=0.000]
Ep 024/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:51,  1.52s/it, loss=0.003, mat=0.002, sens=2.689, deg=0.000]
Ep 024/100 [S2:+mat]:  58%|█▋ | 152/264 [03:51<02:49,  1.51s/it, loss=0.003, mat=0.002, sens=2.689, deg=0.000]
Ep 024/100 [S2:+mat]:  58%|█▋ | 152/264 [03:53<02:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.817, deg=0.000]
Ep 024/100 [S2:+mat]:  58%|█▋ | 153/264 [03:53<02:47,  1.51s/it, loss=0.003, mat=0.003, sens=0.817, deg=0.000]
Ep 024/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  58%|█▊ | 154/264 [03:54<02:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  58%|█▊ | 154/264 [03:56<02:46,  1.51s/it, loss=0.003, mat=0.003, sens=1.204, deg=0.000]
Ep 024/100 [S2:+mat]:  59%|█▊ | 155/264 [03:56<02:44,  1.51s/it, loss=0.003, mat=0.003, sens=1.204, deg=0.000]
Ep 024/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:44,  1.51s/it, loss=0.001, mat=0.002, sens=1.676, deg=0.000]
Ep 024/100 [S2:+mat]:  59%|█▊ | 156/264 [03:57<02:43,  1.51s/it, loss=0.001, mat=0.002, sens=1.676, deg=0.000]
Ep 024/100 [S2:+mat]:  59%|█▊ | 156/264 [03:59<02:43,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  59%|█▊ | 157/264 [03:59<02:41,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  60%|█▊ | 158/264 [04:00<02:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  60%|█▊ | 158/264 [04:02<02:39,  1.51s/it, loss=0.004, mat=0.004, sens=0.820, deg=0.000]
Ep 024/100 [S2:+mat]:  60%|█▊ | 159/264 [04:02<02:38,  1.51s/it, loss=0.004, mat=0.004, sens=0.820, deg=0.000]
Ep 024/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:38,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  61%|█▊ | 160/264 [04:03<02:36,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  61%|█▊ | 160/264 [04:05<02:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.869, deg=0.000]
Ep 024/100 [S2:+mat]:  61%|█▊ | 161/264 [04:05<02:35,  1.51s/it, loss=0.003, mat=0.003, sens=0.869, deg=0.000]
Ep 024/100 [S2:+mat]:  61%|█▊ | 161/264 [04:07<02:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.865, deg=0.000]
Ep 024/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.865, deg=0.000]
Ep 024/100 [S2:+mat]:  61%|█▊ | 162/264 [04:08<02:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  62%|█▊ | 163/264 [04:08<02:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  62%|█▊ | 163/264 [04:10<02:32,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:33,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  62%|█▊ | 164/264 [04:11<02:33,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  62%|█▉ | 165/264 [04:11<02:31,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  62%|█▉ | 165/264 [04:13<02:31,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  63%|█▉ | 166/264 [04:13<02:29,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:29,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  63%|█▉ | 167/264 [04:14<02:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  63%|█▉ | 167/264 [04:16<02:27,  1.52s/it, loss=0.004, mat=0.004, sens=0.811, deg=0.000]
Ep 024/100 [S2:+mat]:  64%|█▉ | 168/264 [04:16<02:25,  1.52s/it, loss=0.004, mat=0.004, sens=0.811, deg=0.000]
Ep 024/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  64%|█▉ | 169/264 [04:17<02:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  64%|█▉ | 169/264 [04:19<02:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.992, deg=0.000]
Ep 024/100 [S2:+mat]:  64%|█▉ | 170/264 [04:19<02:23,  1.52s/it, loss=0.003, mat=0.003, sens=0.992, deg=0.000]
Ep 024/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:23,  1.52s/it, loss=0.004, mat=0.003, sens=0.890, deg=0.000]
Ep 024/100 [S2:+mat]:  65%|█▉ | 171/264 [04:20<02:21,  1.52s/it, loss=0.004, mat=0.003, sens=0.890, deg=0.000]
Ep 024/100 [S2:+mat]:  65%|█▉ | 171/264 [04:22<02:21,  1.52s/it, loss=0.004, mat=0.002, sens=0.809, deg=0.000]
Ep 024/100 [S2:+mat]:  65%|█▉ | 172/264 [04:22<02:19,  1.52s/it, loss=0.004, mat=0.002, sens=0.809, deg=0.000]
Ep 024/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.965, deg=0.000]
Ep 024/100 [S2:+mat]:  66%|█▉ | 173/264 [04:23<02:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.965, deg=0.000]
Ep 024/100 [S2:+mat]:  66%|█▉ | 173/264 [04:25<02:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.946, deg=0.000]
Ep 024/100 [S2:+mat]:  66%|█▉ | 174/264 [04:25<02:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.946, deg=0.000]
Ep 024/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:16,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  66%|█▉ | 175/264 [04:26<02:14,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  66%|█▉ | 175/264 [04:28<02:14,  1.51s/it, loss=0.005, mat=0.003, sens=0.819, deg=0.000]
Ep 024/100 [S2:+mat]:  67%|██ | 176/264 [04:28<02:13,  1.51s/it, loss=0.005, mat=0.003, sens=0.819, deg=0.000]
Ep 024/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:13,  1.51s/it, loss=0.003, mat=0.002, sens=3.438, deg=0.000]
Ep 024/100 [S2:+mat]:  67%|██ | 177/264 [04:29<02:11,  1.51s/it, loss=0.003, mat=0.002, sens=3.438, deg=0.000]
Ep 024/100 [S2:+mat]:  67%|██ | 177/264 [04:31<02:11,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  67%|██ | 178/264 [04:31<02:12,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:12,  1.54s/it, loss=0.002, mat=0.003, sens=0.914, deg=0.000]
Ep 024/100 [S2:+mat]:  68%|██ | 179/264 [04:32<02:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.914, deg=0.000]
Ep 024/100 [S2:+mat]:  68%|██ | 179/264 [04:34<02:10,  1.53s/it, loss=0.004, mat=0.003, sens=0.854, deg=0.000]
Ep 024/100 [S2:+mat]:  68%|██ | 180/264 [04:34<02:08,  1.53s/it, loss=0.004, mat=0.003, sens=0.854, deg=0.000]
Ep 024/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:08,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  69%|██ | 181/264 [04:35<02:06,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  69%|██ | 181/264 [04:37<02:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  69%|██ | 182/264 [04:37<02:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:04,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  69%|██ | 183/264 [04:38<02:02,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  69%|██ | 183/264 [04:40<02:02,  1.51s/it, loss=0.004, mat=0.002, sens=2.910, deg=0.000]
Ep 024/100 [S2:+mat]:  70%|██ | 184/264 [04:40<02:01,  1.51s/it, loss=0.004, mat=0.002, sens=2.910, deg=0.000]
Ep 024/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:01,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  70%|██ | 185/264 [04:41<01:59,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  70%|██ | 185/264 [04:43<01:59,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  70%|██ | 186/264 [04:43<01:57,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:57,  1.51s/it, loss=0.003, mat=0.002, sens=3.511, deg=0.000]
Ep 024/100 [S2:+mat]:  71%|██▏| 187/264 [04:44<01:56,  1.51s/it, loss=0.003, mat=0.002, sens=3.511, deg=0.000]
Ep 024/100 [S2:+mat]:  71%|██▏| 187/264 [04:46<01:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  71%|██▏| 188/264 [04:46<01:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  71%|██▏| 188/264 [04:48<01:54,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  72%|██▏| 189/264 [04:48<01:53,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:53,  1.51s/it, loss=0.002, mat=0.002, sens=0.965, deg=0.000]
Ep 024/100 [S2:+mat]:  72%|██▏| 190/264 [04:49<01:53,  1.53s/it, loss=0.002, mat=0.002, sens=0.965, deg=0.000]
Ep 024/100 [S2:+mat]:  72%|██▏| 190/264 [04:51<01:53,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  72%|██▏| 191/264 [04:51<01:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  73%|██▏| 192/264 [04:52<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  73%|██▏| 192/264 [04:54<01:49,  1.52s/it, loss=0.003, mat=0.003, sens=1.149, deg=0.000]
Ep 024/100 [S2:+mat]:  73%|██▏| 193/264 [04:54<01:48,  1.53s/it, loss=0.003, mat=0.003, sens=1.149, deg=0.000]
Ep 024/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:48,  1.53s/it, loss=0.002, mat=0.002, sens=1.009, deg=0.000]
Ep 024/100 [S2:+mat]:  73%|██▏| 194/264 [04:55<01:46,  1.53s/it, loss=0.002, mat=0.002, sens=1.009, deg=0.000]
Ep 024/100 [S2:+mat]:  73%|██▏| 194/264 [04:57<01:46,  1.53s/it, loss=0.002, mat=0.002, sens=1.357, deg=0.000]
Ep 024/100 [S2:+mat]:  74%|██▏| 195/264 [04:57<01:44,  1.52s/it, loss=0.002, mat=0.002, sens=1.357, deg=0.000]
Ep 024/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.893, deg=0.000]
Ep 024/100 [S2:+mat]:  74%|██▏| 196/264 [04:58<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.893, deg=0.000]
Ep 024/100 [S2:+mat]:  74%|██▏| 196/264 [05:00<01:43,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  75%|██▏| 197/264 [05:00<01:41,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:41,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  75%|██▎| 198/264 [05:01<01:39,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  75%|██▎| 198/264 [05:03<01:39,  1.51s/it, loss=0.003, mat=0.002, sens=2.904, deg=0.000]
Ep 024/100 [S2:+mat]:  75%|██▎| 199/264 [05:03<01:38,  1.51s/it, loss=0.003, mat=0.002, sens=2.904, deg=0.000]
Ep 024/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  76%|██▎| 200/264 [05:04<01:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  76%|██▎| 200/264 [05:06<01:36,  1.51s/it, loss=0.002, mat=0.003, sens=1.074, deg=0.000]
Ep 024/100 [S2:+mat]:  76%|██▎| 201/264 [05:06<01:35,  1.51s/it, loss=0.002, mat=0.003, sens=1.074, deg=0.000]
Ep 024/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:35,  1.51s/it, loss=0.003, mat=0.002, sens=1.213, deg=0.000]
Ep 024/100 [S2:+mat]:  77%|██▎| 202/264 [05:07<01:33,  1.51s/it, loss=0.003, mat=0.002, sens=1.213, deg=0.000]
Ep 024/100 [S2:+mat]:  77%|██▎| 202/264 [05:09<01:33,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  77%|██▎| 203/264 [05:09<01:32,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  77%|██▎| 204/264 [05:10<01:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  77%|██▎| 204/264 [05:12<01:30,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  78%|██▎| 205/264 [05:12<01:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  78%|██▎| 206/264 [05:13<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  78%|██▎| 206/264 [05:15<01:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  78%|██▎| 207/264 [05:15<01:26,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:26,  1.51s/it, loss=0.002, mat=0.002, sens=0.897, deg=0.000]
Ep 024/100 [S2:+mat]:  79%|██▎| 208/264 [05:16<01:26,  1.54s/it, loss=0.002, mat=0.002, sens=0.897, deg=0.000]
Ep 024/100 [S2:+mat]:  79%|██▎| 208/264 [05:18<01:26,  1.54s/it, loss=0.002, mat=0.003, sens=3.296, deg=0.000]
Ep 024/100 [S2:+mat]:  79%|██▍| 209/264 [05:18<01:24,  1.53s/it, loss=0.002, mat=0.003, sens=3.296, deg=0.000]
Ep 024/100 [S2:+mat]:  79%|██▍| 209/264 [05:19<01:24,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  80%|██▍| 210/264 [05:19<01:22,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  80%|██▍| 210/264 [05:21<01:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  80%|██▍| 211/264 [05:21<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=1.049, deg=0.000]
Ep 024/100 [S2:+mat]:  80%|██▍| 212/264 [05:22<01:18,  1.52s/it, loss=0.002, mat=0.003, sens=1.049, deg=0.000]
Ep 024/100 [S2:+mat]:  80%|██▍| 212/264 [05:24<01:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.834, deg=0.000]
Ep 024/100 [S2:+mat]:  81%|██▍| 213/264 [05:24<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.834, deg=0.000]
Ep 024/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  81%|██▍| 214/264 [05:25<01:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  81%|██▍| 214/264 [05:27<01:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  81%|██▍| 215/264 [05:27<01:14,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  81%|██▍| 215/264 [05:29<01:14,  1.51s/it, loss=0.002, mat=0.002, sens=2.155, deg=0.000]
Ep 024/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:12,  1.51s/it, loss=0.002, mat=0.002, sens=2.155, deg=0.000]
Ep 024/100 [S2:+mat]:  82%|██▍| 216/264 [05:30<01:12,  1.51s/it, loss=0.006, mat=0.003, sens=4.211, deg=0.000]
Ep 024/100 [S2:+mat]:  82%|██▍| 217/264 [05:30<01:11,  1.52s/it, loss=0.006, mat=0.003, sens=4.211, deg=0.000]
Ep 024/100 [S2:+mat]:  82%|██▍| 217/264 [05:32<01:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  83%|██▍| 218/264 [05:32<01:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:10,  1.52s/it, loss=0.002, mat=0.003, sens=2.470, deg=0.000]
Ep 024/100 [S2:+mat]:  83%|██▍| 219/264 [05:33<01:08,  1.52s/it, loss=0.002, mat=0.003, sens=2.470, deg=0.000]
Ep 024/100 [S2:+mat]:  83%|██▍| 219/264 [05:35<01:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  83%|██▌| 220/264 [05:35<01:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:06,  1.52s/it, loss=0.002, mat=0.002, sens=2.167, deg=0.000]
Ep 024/100 [S2:+mat]:  84%|██▌| 221/264 [05:36<01:05,  1.52s/it, loss=0.002, mat=0.002, sens=2.167, deg=0.000]
Ep 024/100 [S2:+mat]:  84%|██▌| 221/264 [05:38<01:05,  1.52s/it, loss=0.002, mat=0.003, sens=2.405, deg=0.000]
Ep 024/100 [S2:+mat]:  84%|██▌| 222/264 [05:38<01:03,  1.52s/it, loss=0.002, mat=0.003, sens=2.405, deg=0.000]
Ep 024/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  84%|██▌| 223/264 [05:39<01:02,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  84%|██▌| 223/264 [05:41<01:02,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  85%|██▌| 224/264 [05:41<01:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:01,  1.53s/it, loss=0.003, mat=0.004, sens=2.711, deg=0.000]
Ep 024/100 [S2:+mat]:  85%|██▌| 225/264 [05:42<00:59,  1.52s/it, loss=0.003, mat=0.004, sens=2.711, deg=0.000]
Ep 024/100 [S2:+mat]:  85%|██▌| 225/264 [05:44<00:59,  1.52s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  86%|██▌| 226/264 [05:44<00:57,  1.52s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  86%|██▌| 227/264 [05:45<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  86%|██▌| 227/264 [05:47<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.798, deg=0.000]
Ep 024/100 [S2:+mat]:  86%|██▌| 228/264 [05:47<00:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.798, deg=0.000]
Ep 024/100 [S2:+mat]:  86%|██▌| 228/264 [05:48<00:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  87%|██▌| 229/264 [05:48<00:52,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  87%|██▌| 229/264 [05:50<00:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.959, deg=0.000]
Ep 024/100 [S2:+mat]:  87%|██▌| 230/264 [05:50<00:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.959, deg=0.000]
Ep 024/100 [S2:+mat]:  87%|██▌| 230/264 [05:51<00:51,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  88%|██▋| 231/264 [05:51<00:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  88%|██▋| 231/264 [05:53<00:50,  1.52s/it, loss=0.002, mat=0.004, sens=3.355, deg=0.000]
Ep 024/100 [S2:+mat]:  88%|██▋| 232/264 [05:53<00:48,  1.51s/it, loss=0.002, mat=0.004, sens=3.355, deg=0.000]
Ep 024/100 [S2:+mat]:  88%|██▋| 232/264 [05:54<00:48,  1.51s/it, loss=0.003, mat=0.003, sens=3.503, deg=0.000]
Ep 024/100 [S2:+mat]:  88%|██▋| 233/264 [05:54<00:46,  1.51s/it, loss=0.003, mat=0.003, sens=3.503, deg=0.000]
Ep 024/100 [S2:+mat]:  88%|██▋| 233/264 [05:56<00:46,  1.51s/it, loss=0.002, mat=0.003, sens=6.077, deg=0.000]
Ep 024/100 [S2:+mat]:  89%|██▋| 234/264 [05:56<00:45,  1.51s/it, loss=0.002, mat=0.003, sens=6.077, deg=0.000]
Ep 024/100 [S2:+mat]:  89%|██▋| 234/264 [05:57<00:45,  1.51s/it, loss=0.003, mat=0.003, sens=1.004, deg=0.000]
Ep 024/100 [S2:+mat]:  89%|██▋| 235/264 [05:57<00:44,  1.53s/it, loss=0.003, mat=0.003, sens=1.004, deg=0.000]
Ep 024/100 [S2:+mat]:  89%|██▋| 235/264 [05:59<00:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  89%|██▋| 236/264 [05:59<00:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  89%|██▋| 236/264 [06:00<00:42,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  90%|██▋| 237/264 [06:00<00:41,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  90%|██▋| 237/264 [06:02<00:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  90%|██▋| 238/264 [06:02<00:39,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  90%|██▋| 238/264 [06:03<00:39,  1.52s/it, loss=0.003, mat=0.003, sens=1.600, deg=0.000]
Ep 024/100 [S2:+mat]:  91%|██▋| 239/264 [06:03<00:37,  1.51s/it, loss=0.003, mat=0.003, sens=1.600, deg=0.000]
Ep 024/100 [S2:+mat]:  91%|██▋| 239/264 [06:05<00:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  91%|██▋| 240/264 [06:05<00:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  91%|██▋| 240/264 [06:06<00:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.908, deg=0.000]
Ep 024/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.908, deg=0.000]
Ep 024/100 [S2:+mat]:  91%|██▋| 241/264 [06:08<00:34,  1.52s/it, loss=0.004, mat=0.003, sens=3.438, deg=0.000]
Ep 024/100 [S2:+mat]:  92%|██▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.004, mat=0.003, sens=3.438, deg=0.000]
Ep 024/100 [S2:+mat]:  92%|██▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.927, deg=0.000]
Ep 024/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.927, deg=0.000]
Ep 024/100 [S2:+mat]:  92%|██▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.003, mat=0.004, sens=3.934, deg=0.000]
Ep 024/100 [S2:+mat]:  92%|██▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.003, mat=0.004, sens=3.934, deg=0.000]
Ep 024/100 [S2:+mat]:  92%|██▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.003, mat=0.004, sens=1.206, deg=0.000]
Ep 024/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.003, mat=0.004, sens=1.206, deg=0.000]
Ep 024/100 [S2:+mat]:  93%|██▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.002, mat=0.002, sens=0.888, deg=0.000]
Ep 024/100 [S2:+mat]:  93%|██▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.002, mat=0.002, sens=0.888, deg=0.000]
Ep 024/100 [S2:+mat]:  93%|██▊| 246/264 [06:16<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  94%|██▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  94%|██▊| 247/264 [06:17<00:25,  1.51s/it, loss=0.001, mat=0.002, sens=3.137, deg=0.000]
Ep 024/100 [S2:+mat]:  94%|██▊| 248/264 [06:17<00:24,  1.51s/it, loss=0.001, mat=0.002, sens=3.137, deg=0.000]
Ep 024/100 [S2:+mat]:  94%|██▊| 248/264 [06:19<00:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.827, deg=0.000]
Ep 024/100 [S2:+mat]:  94%|██▊| 249/264 [06:19<00:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.827, deg=0.000]
Ep 024/100 [S2:+mat]:  94%|██▊| 249/264 [06:20<00:22,  1.51s/it, loss=0.002, mat=0.003, sens=3.791, deg=0.000]
Ep 024/100 [S2:+mat]:  95%|██▊| 250/264 [06:20<00:21,  1.51s/it, loss=0.002, mat=0.003, sens=3.791, deg=0.000]
Ep 024/100 [S2:+mat]:  95%|██▊| 250/264 [06:22<00:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.857, deg=0.000]
Ep 024/100 [S2:+mat]:  95%|██▊| 251/264 [06:22<00:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.857, deg=0.000]
Ep 024/100 [S2:+mat]:  95%|██▊| 251/264 [06:23<00:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.807, deg=0.000]
Ep 024/100 [S2:+mat]:  95%|██▊| 252/264 [06:23<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.807, deg=0.000]
Ep 024/100 [S2:+mat]:  95%|██▊| 252/264 [06:25<00:18,  1.51s/it, loss=0.003, mat=0.004, sens=1.830, deg=0.000]
Ep 024/100 [S2:+mat]:  96%|██▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.003, mat=0.004, sens=1.830, deg=0.000]
Ep 024/100 [S2:+mat]:  96%|██▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  96%|██▉| 254/264 [06:26<00:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  96%|██▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  97%|██▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  97%|██▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  97%|██▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  97%|██▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  97%|██▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  97%|██▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.002, mat=0.002, sens=1.570, deg=0.000]
Ep 024/100 [S2:+mat]:  98%|██▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.002, mat=0.002, sens=1.570, deg=0.000]
Ep 024/100 [S2:+mat]:  98%|██▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  98%|██▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  98%|██▉| 259/264 [06:35<00:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  98%|██▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  98%|██▉| 260/264 [06:37<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  99%|██▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  99%|██▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  99%|██▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 024/100 [S2:+mat]:  99%|██▉| 262/264 [06:40<00:03,  1.51s/it, loss=0.001, mat=0.002, sens=3.415, deg=0.000]
Ep 024/100 [S2:+mat]: 100%|██▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.001, mat=0.002, sens=3.415, deg=0.000]
Ep 024/100 [S2:+mat]: 100%|██▉| 263/264 [06:41<00:01,  1.51s/it, loss=0.002, mat=0.002, sens=3.462, deg=0.000]
Ep 024/100 [S2:+mat]: 100%|███| 264/264 [06:41<00:00,  1.51s/it, loss=0.002, mat=0.002, sens=3.462, deg=0.000]
                                                                                                              
Epoch 024/100 [S2:+mat]  loss=0.0027  mat=0.0028  sens=1.0020  deg=0.0004  orth=0.0011  α=0.5 β=0.0 γ=0.5  402s

Ep 025/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 025/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.003, sens=3.167, deg=0.000]
Ep 025/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:58,  2.27s/it, loss=0.002, mat=0.003, sens=3.167, deg=0.000]
Ep 025/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:58,  2.27s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:57,  1.82s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:57,  1.82s/it, loss=0.002, mat=0.002, sens=4.709, deg=0.000]
Ep 025/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:17,  1.68s/it, loss=0.002, mat=0.002, sens=4.709, deg=0.000]
Ep 025/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:17,  1.68s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   2%|     | 4/264 [00:06<07:10,  1.65s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   2%|     | 4/264 [00:08<07:10,  1.65s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:54,  1.60s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:54,  1.60s/it, loss=0.003, mat=0.004, sens=2.059, deg=0.000]
Ep 025/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:43,  1.57s/it, loss=0.003, mat=0.004, sens=2.059, deg=0.000]
Ep 025/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:43,  1.57s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:37,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:37,  1.55s/it, loss=0.002, mat=0.002, sens=3.360, deg=0.000]
Ep 025/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:32,  1.53s/it, loss=0.002, mat=0.002, sens=3.360, deg=0.000]
Ep 025/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:25,  1.52s/it, loss=0.002, mat=0.003, sens=3.795, deg=0.000]
Ep 025/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:23,  1.51s/it, loss=0.002, mat=0.003, sens=3.795, deg=0.000]
Ep 025/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:20,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:19,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:17,  1.51s/it, loss=0.002, mat=0.003, sens=1.079, deg=0.000]
Ep 025/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:15,  1.51s/it, loss=0.002, mat=0.003, sens=1.079, deg=0.000]
Ep 025/100 [S2:+mat]:   6%|▏   | 15/264 [00:25<06:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.893, deg=0.000]
Ep 025/100 [S2:+mat]:   6%|▏   | 16/264 [00:25<06:19,  1.53s/it, loss=0.001, mat=0.002, sens=0.893, deg=0.000]
Ep 025/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:19,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   6%|▎   | 17/264 [00:28<06:16,  1.52s/it, loss=0.002, mat=0.003, sens=1.386, deg=0.000]
Ep 025/100 [S2:+mat]:   7%|▎   | 18/264 [00:28<06:13,  1.52s/it, loss=0.002, mat=0.003, sens=1.386, deg=0.000]
Ep 025/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:13,  1.52s/it, loss=0.002, mat=0.002, sens=3.150, deg=0.000]
Ep 025/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:10,  1.51s/it, loss=0.002, mat=0.002, sens=3.150, deg=0.000]
Ep 025/100 [S2:+mat]:   7%|▎   | 19/264 [00:31<06:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   8%|▎   | 20/264 [00:31<06:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:08,  1.51s/it, loss=0.001, mat=0.002, sens=1.008, deg=0.000]
Ep 025/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:07,  1.51s/it, loss=0.001, mat=0.002, sens=1.008, deg=0.000]
Ep 025/100 [S2:+mat]:   8%|▎   | 21/264 [00:34<06:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   8%|▎   | 22/264 [00:34<06:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 025/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 025/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:01,  1.51s/it, loss=0.002, mat=0.002, sens=2.412, deg=0.000]
Ep 025/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:02,  1.52s/it, loss=0.002, mat=0.002, sens=2.412, deg=0.000]
Ep 025/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:02,  1.52s/it, loss=0.002, mat=0.002, sens=3.681, deg=0.000]
Ep 025/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:01,  1.52s/it, loss=0.002, mat=0.002, sens=3.681, deg=0.000]
Ep 025/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:01,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<05:59,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<05:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.843, deg=0.000]
Ep 025/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<05:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.843, deg=0.000]
Ep 025/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:57,  1.51s/it, loss=0.002, mat=0.002, sens=3.188, deg=0.000]
Ep 025/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:55,  1.51s/it, loss=0.002, mat=0.002, sens=3.188, deg=0.000]
Ep 025/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<05:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:53,  1.51s/it, loss=0.002, mat=0.003, sens=1.649, deg=0.000]
Ep 025/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:52,  1.51s/it, loss=0.002, mat=0.003, sens=1.649, deg=0.000]
Ep 025/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:52,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:50,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:50,  1.51s/it, loss=0.002, mat=0.003, sens=1.150, deg=0.000]
Ep 025/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:49,  1.51s/it, loss=0.002, mat=0.003, sens=1.150, deg=0.000]
Ep 025/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:49,  1.51s/it, loss=0.002, mat=0.002, sens=1.026, deg=0.000]
Ep 025/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:47,  1.51s/it, loss=0.002, mat=0.002, sens=1.026, deg=0.000]
Ep 025/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:47,  1.51s/it, loss=0.001, mat=0.002, sens=1.268, deg=0.000]
Ep 025/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:51,  1.53s/it, loss=0.001, mat=0.002, sens=1.268, deg=0.000]
Ep 025/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:51,  1.53s/it, loss=0.002, mat=0.003, sens=1.187, deg=0.000]
Ep 025/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:48,  1.53s/it, loss=0.002, mat=0.003, sens=1.187, deg=0.000]
Ep 025/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:45,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:39,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:37,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:37,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:35,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:35,  1.51s/it, loss=0.002, mat=0.004, sens=3.415, deg=0.000]
Ep 025/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:33,  1.51s/it, loss=0.002, mat=0.004, sens=3.415, deg=0.000]
Ep 025/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:33,  1.51s/it, loss=0.002, mat=0.003, sens=3.029, deg=0.000]
Ep 025/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:32,  1.51s/it, loss=0.002, mat=0.003, sens=3.029, deg=0.000]
Ep 025/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:32,  1.51s/it, loss=0.002, mat=0.002, sens=1.011, deg=0.000]
Ep 025/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:30,  1.51s/it, loss=0.002, mat=0.002, sens=1.011, deg=0.000]
Ep 025/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:29,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:29,  1.51s/it, loss=0.002, mat=0.002, sens=2.202, deg=0.000]
Ep 025/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:27,  1.51s/it, loss=0.002, mat=0.002, sens=2.202, deg=0.000]
Ep 025/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:27,  1.51s/it, loss=0.003, mat=0.002, sens=0.785, deg=0.000]
Ep 025/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:25,  1.51s/it, loss=0.003, mat=0.002, sens=0.785, deg=0.000]
Ep 025/100 [S2:+mat]:  18%|▋   | 48/264 [01:15<05:25,  1.51s/it, loss=0.002, mat=0.002, sens=0.801, deg=0.000]
Ep 025/100 [S2:+mat]:  19%|▋   | 49/264 [01:15<05:29,  1.53s/it, loss=0.002, mat=0.002, sens=0.801, deg=0.000]
Ep 025/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:29,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  19%|▊   | 50/264 [01:18<05:29,  1.54s/it, loss=0.003, mat=0.003, sens=3.273, deg=0.000]
Ep 025/100 [S2:+mat]:  19%|▊   | 51/264 [01:18<05:26,  1.53s/it, loss=0.003, mat=0.003, sens=3.273, deg=0.000]
Ep 025/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:26,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:23,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:23,  1.53s/it, loss=0.002, mat=0.003, sens=1.178, deg=0.000]
Ep 025/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:20,  1.52s/it, loss=0.002, mat=0.003, sens=1.178, deg=0.000]
Ep 025/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:18,  1.52s/it, loss=0.001, mat=0.002, sens=1.072, deg=0.000]
Ep 025/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:17,  1.52s/it, loss=0.001, mat=0.002, sens=1.072, deg=0.000]
Ep 025/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:17,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:15,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.833, deg=0.000]
Ep 025/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:13,  1.52s/it, loss=0.002, mat=0.004, sens=0.833, deg=0.000]
Ep 025/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:13,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:11,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:11,  1.51s/it, loss=0.001, mat=0.002, sens=2.007, deg=0.000]
Ep 025/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:09,  1.51s/it, loss=0.001, mat=0.002, sens=2.007, deg=0.000]
Ep 025/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:09,  1.51s/it, loss=0.002, mat=0.004, sens=0.865, deg=0.000]
Ep 025/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:08,  1.51s/it, loss=0.002, mat=0.004, sens=0.865, deg=0.000]
Ep 025/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:08,  1.51s/it, loss=0.001, mat=0.002, sens=0.809, deg=0.000]
Ep 025/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:11,  1.54s/it, loss=0.001, mat=0.002, sens=0.809, deg=0.000]
Ep 025/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:11,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:08,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:08,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:06,  1.52s/it, loss=0.001, mat=0.002, sens=2.227, deg=0.000]
Ep 025/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:03,  1.52s/it, loss=0.001, mat=0.002, sens=2.227, deg=0.000]
Ep 025/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:03,  1.52s/it, loss=0.002, mat=0.003, sens=3.580, deg=0.000]
Ep 025/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:01,  1.51s/it, loss=0.002, mat=0.003, sens=3.580, deg=0.000]
Ep 025/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:01,  1.51s/it, loss=0.002, mat=0.003, sens=1.157, deg=0.000]
Ep 025/100 [S2:+mat]:  25%|█   | 66/264 [01:40<04:59,  1.51s/it, loss=0.002, mat=0.003, sens=1.157, deg=0.000]
Ep 025/100 [S2:+mat]:  25%|█   | 66/264 [01:42<04:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.883, deg=0.000]
Ep 025/100 [S2:+mat]:  26%|█   | 68/264 [01:43<04:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.883, deg=0.000]
Ep 025/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:54,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:53,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:53,  1.51s/it, loss=0.002, mat=0.003, sens=1.806, deg=0.000]
Ep 025/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:51,  1.51s/it, loss=0.002, mat=0.003, sens=1.806, deg=0.000]
Ep 025/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:51,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  27%|█   | 72/264 [01:49<04:50,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  28%|█   | 74/264 [01:52<04:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:47,  1.52s/it, loss=0.002, mat=0.002, sens=0.835, deg=0.000]
Ep 025/100 [S2:+mat]:  29%|█▏  | 76/264 [01:55<04:45,  1.52s/it, loss=0.002, mat=0.002, sens=0.835, deg=0.000]
Ep 025/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:45,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:43,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  30%|█▏  | 78/264 [01:58<04:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:41,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:44,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:44,  1.54s/it, loss=0.003, mat=0.004, sens=3.405, deg=0.000]
Ep 025/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:41,  1.53s/it, loss=0.003, mat=0.004, sens=3.405, deg=0.000]
Ep 025/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:41,  1.53s/it, loss=0.002, mat=0.002, sens=1.489, deg=0.000]
Ep 025/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:38,  1.52s/it, loss=0.002, mat=0.002, sens=1.489, deg=0.000]
Ep 025/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.960, deg=0.000]
Ep 025/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.960, deg=0.000]
Ep 025/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.857, deg=0.000]
Ep 025/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:34,  1.52s/it, loss=0.002, mat=0.002, sens=0.857, deg=0.000]
Ep 025/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:32,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:30,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.894, deg=0.000]
Ep 025/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.894, deg=0.000]
Ep 025/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:25,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:22,  1.51s/it, loss=0.003, mat=0.003, sens=3.615, deg=0.000]
Ep 025/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:21,  1.51s/it, loss=0.003, mat=0.003, sens=3.615, deg=0.000]
Ep 025/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:21,  1.51s/it, loss=0.002, mat=0.004, sens=3.800, deg=0.000]
Ep 025/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:19,  1.51s/it, loss=0.002, mat=0.004, sens=3.800, deg=0.000]
Ep 025/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:17,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:17,  1.51s/it, loss=0.001, mat=0.003, sens=3.547, deg=0.000]
Ep 025/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:20,  1.53s/it, loss=0.001, mat=0.003, sens=3.547, deg=0.000]
Ep 025/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:20,  1.53s/it, loss=0.002, mat=0.004, sens=1.903, deg=0.000]
Ep 025/100 [S2:+mat]:  36%|█▍  | 95/264 [02:24<04:17,  1.52s/it, loss=0.002, mat=0.004, sens=1.903, deg=0.000]
Ep 025/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  37%|█▍  | 97/264 [02:27<04:13,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:11,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  38%|█▌  | 99/264 [02:30<04:09,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:09,  1.51s/it, loss=0.002, mat=0.003, sens=2.602, deg=0.000]
Ep 025/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:10,  1.52s/it, loss=0.002, mat=0.003, sens=2.602, deg=0.000]
Ep 025/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.846, deg=0.000]
Ep 025/100 [S2:+mat]:  38%|█▏ | 101/264 [02:33<04:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.846, deg=0.000]
Ep 025/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.827, deg=0.000]
Ep 025/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.827, deg=0.000]
Ep 025/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  39%|█▏ | 103/264 [02:36<04:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  39%|█▏ | 104/264 [02:38<04:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:02,  1.52s/it, loss=0.001, mat=0.003, sens=1.799, deg=0.000]
Ep 025/100 [S2:+mat]:  40%|█▏ | 105/264 [02:39<04:00,  1.52s/it, loss=0.001, mat=0.003, sens=1.799, deg=0.000]
Ep 025/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:00,  1.52s/it, loss=0.002, mat=0.002, sens=1.343, deg=0.000]
Ep 025/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<04:02,  1.54s/it, loss=0.002, mat=0.002, sens=1.343, deg=0.000]
Ep 025/100 [S2:+mat]:  40%|█▏ | 106/264 [02:43<04:02,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  41%|█▏ | 107/264 [02:43<03:59,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:59,  1.53s/it, loss=0.002, mat=0.003, sens=1.373, deg=0.000]
Ep 025/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:57,  1.52s/it, loss=0.002, mat=0.003, sens=1.373, deg=0.000]
Ep 025/100 [S2:+mat]:  41%|█▏ | 108/264 [02:46<03:57,  1.52s/it, loss=0.002, mat=0.003, sens=1.037, deg=0.000]
Ep 025/100 [S2:+mat]:  41%|█▏ | 109/264 [02:46<03:55,  1.52s/it, loss=0.002, mat=0.003, sens=1.037, deg=0.000]
Ep 025/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:55,  1.52s/it, loss=0.002, mat=0.003, sens=1.902, deg=0.000]
Ep 025/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:53,  1.52s/it, loss=0.002, mat=0.003, sens=1.902, deg=0.000]
Ep 025/100 [S2:+mat]:  42%|█▎ | 110/264 [02:49<03:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.788, deg=0.000]
Ep 025/100 [S2:+mat]:  42%|█▎ | 111/264 [02:49<03:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.788, deg=0.000]
Ep 025/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.905, deg=0.000]
Ep 025/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.905, deg=0.000]
Ep 025/100 [S2:+mat]:  42%|█▎ | 112/264 [02:52<03:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  43%|█▎ | 113/264 [02:52<03:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:47,  1.51s/it, loss=0.001, mat=0.002, sens=1.287, deg=0.000]
Ep 025/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:46,  1.51s/it, loss=0.001, mat=0.002, sens=1.287, deg=0.000]
Ep 025/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:46,  1.51s/it, loss=0.002, mat=0.003, sens=1.586, deg=0.000]
Ep 025/100 [S2:+mat]:  44%|█▎ | 115/264 [02:55<03:44,  1.51s/it, loss=0.002, mat=0.003, sens=1.586, deg=0.000]
Ep 025/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:44,  1.51s/it, loss=0.001, mat=0.002, sens=3.335, deg=0.000]
Ep 025/100 [S2:+mat]:  44%|█▎ | 116/264 [02:56<03:43,  1.51s/it, loss=0.001, mat=0.002, sens=3.335, deg=0.000]
Ep 025/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  44%|█▎ | 117/264 [02:58<03:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:41,  1.51s/it, loss=0.002, mat=0.003, sens=3.746, deg=0.000]
Ep 025/100 [S2:+mat]:  45%|█▎ | 118/264 [02:59<03:40,  1.51s/it, loss=0.002, mat=0.003, sens=3.746, deg=0.000]
Ep 025/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:40,  1.51s/it, loss=0.002, mat=0.003, sens=3.959, deg=0.000]
Ep 025/100 [S2:+mat]:  45%|█▎ | 119/264 [03:01<03:38,  1.51s/it, loss=0.002, mat=0.003, sens=3.959, deg=0.000]
Ep 025/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:38,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  45%|█▎ | 120/264 [03:02<03:37,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:37,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  46%|█▍ | 121/264 [03:04<03:36,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  46%|█▍ | 122/264 [03:05<03:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:34,  1.51s/it, loss=0.002, mat=0.003, sens=4.511, deg=0.000]
Ep 025/100 [S2:+mat]:  47%|█▍ | 123/264 [03:07<03:32,  1.51s/it, loss=0.002, mat=0.003, sens=4.511, deg=0.000]
Ep 025/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  47%|█▍ | 124/264 [03:08<03:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:33,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  47%|█▍ | 125/264 [03:10<03:35,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:35,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  48%|█▍ | 126/264 [03:11<03:32,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:32,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  48%|█▍ | 127/264 [03:13<03:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:29,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  48%|█▍ | 128/264 [03:14<03:27,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.953, deg=0.000]
Ep 025/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.953, deg=0.000]
Ep 025/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:25,  1.52s/it, loss=0.001, mat=0.002, sens=2.183, deg=0.000]
Ep 025/100 [S2:+mat]:  49%|█▍ | 130/264 [03:17<03:23,  1.52s/it, loss=0.001, mat=0.002, sens=2.183, deg=0.000]
Ep 025/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:23,  1.52s/it, loss=0.002, mat=0.002, sens=1.179, deg=0.000]
Ep 025/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:21,  1.52s/it, loss=0.002, mat=0.002, sens=1.179, deg=0.000]
Ep 025/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:21,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  50%|█▌ | 132/264 [03:20<03:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:20,  1.52s/it, loss=0.001, mat=0.002, sens=2.490, deg=0.000]
Ep 025/100 [S2:+mat]:  50%|█▌ | 133/264 [03:22<03:18,  1.51s/it, loss=0.001, mat=0.002, sens=2.490, deg=0.000]
Ep 025/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:18,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  51%|█▌ | 134/264 [03:23<03:17,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:17,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  51%|█▌ | 135/264 [03:25<03:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.817, deg=0.000]
Ep 025/100 [S2:+mat]:  52%|█▌ | 136/264 [03:26<03:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.817, deg=0.000]
Ep 025/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:13,  1.52s/it, loss=0.003, mat=0.002, sens=0.809, deg=0.003]
Ep 025/100 [S2:+mat]:  52%|█▌ | 137/264 [03:28<03:12,  1.52s/it, loss=0.003, mat=0.002, sens=0.809, deg=0.003]
Ep 025/100 [S2:+mat]:  52%|█▌ | 137/264 [03:30<03:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  52%|█▌ | 138/264 [03:30<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.913, deg=0.000]
Ep 025/100 [S2:+mat]:  53%|█▌ | 139/264 [03:31<03:12,  1.54s/it, loss=0.002, mat=0.003, sens=0.913, deg=0.000]
Ep 025/100 [S2:+mat]:  53%|█▌ | 139/264 [03:33<03:12,  1.54s/it, loss=0.003, mat=0.005, sens=2.266, deg=0.001]
Ep 025/100 [S2:+mat]:  53%|█▌ | 140/264 [03:33<03:10,  1.53s/it, loss=0.003, mat=0.005, sens=2.266, deg=0.001]
Ep 025/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 025/100 [S2:+mat]:  53%|█▌ | 141/264 [03:34<03:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 025/100 [S2:+mat]:  53%|█▌ | 141/264 [03:36<03:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  54%|█▌ | 142/264 [03:36<03:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:05,  1.52s/it, loss=0.002, mat=0.002, sens=0.883, deg=0.000]
Ep 025/100 [S2:+mat]:  54%|█▋ | 143/264 [03:37<03:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.883, deg=0.000]
Ep 025/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  55%|█▋ | 144/264 [03:39<03:01,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:01,  1.52s/it, loss=0.003, mat=0.003, sens=1.370, deg=0.002]
Ep 025/100 [S2:+mat]:  55%|█▋ | 145/264 [03:40<03:00,  1.51s/it, loss=0.003, mat=0.003, sens=1.370, deg=0.002]
Ep 025/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<03:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  55%|█▋ | 146/264 [03:42<02:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<02:58,  1.51s/it, loss=0.003, mat=0.003, sens=2.268, deg=0.002]
Ep 025/100 [S2:+mat]:  56%|█▋ | 147/264 [03:43<02:57,  1.51s/it, loss=0.003, mat=0.003, sens=2.268, deg=0.002]
Ep 025/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:57,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  56%|█▋ | 148/264 [03:45<02:56,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:56,  1.52s/it, loss=0.002, mat=0.002, sens=3.597, deg=0.000]
Ep 025/100 [S2:+mat]:  56%|█▋ | 149/264 [03:46<02:55,  1.52s/it, loss=0.002, mat=0.002, sens=3.597, deg=0.000]
Ep 025/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  57%|█▋ | 150/264 [03:48<02:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:53,  1.52s/it, loss=0.002, mat=0.002, sens=0.856, deg=0.000]
Ep 025/100 [S2:+mat]:  57%|█▋ | 151/264 [03:49<02:53,  1.54s/it, loss=0.002, mat=0.002, sens=0.856, deg=0.000]
Ep 025/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:53,  1.54s/it, loss=0.005, mat=0.002, sens=1.559, deg=0.007]
Ep 025/100 [S2:+mat]:  58%|█▋ | 152/264 [03:51<02:51,  1.53s/it, loss=0.005, mat=0.002, sens=1.559, deg=0.007]
Ep 025/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:51,  1.53s/it, loss=0.003, mat=0.004, sens=1.535, deg=0.000]
Ep 025/100 [S2:+mat]:  58%|█▋ | 153/264 [03:52<02:49,  1.52s/it, loss=0.003, mat=0.004, sens=1.535, deg=0.000]
Ep 025/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:49,  1.52s/it, loss=0.001, mat=0.002, sens=2.940, deg=0.000]
Ep 025/100 [S2:+mat]:  58%|█▊ | 154/264 [03:54<02:47,  1.52s/it, loss=0.001, mat=0.002, sens=2.940, deg=0.000]
Ep 025/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:47,  1.52s/it, loss=0.002, mat=0.003, sens=2.502, deg=0.000]
Ep 025/100 [S2:+mat]:  59%|█▊ | 155/264 [03:55<02:45,  1.51s/it, loss=0.002, mat=0.003, sens=2.502, deg=0.000]
Ep 025/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:45,  1.51s/it, loss=0.002, mat=0.002, sens=3.334, deg=0.001]
Ep 025/100 [S2:+mat]:  59%|█▊ | 156/264 [03:57<02:43,  1.51s/it, loss=0.002, mat=0.002, sens=3.334, deg=0.001]
Ep 025/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 025/100 [S2:+mat]:  59%|█▊ | 157/264 [03:58<02:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 025/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:41,  1.51s/it, loss=0.002, mat=0.003, sens=1.325, deg=0.001]
Ep 025/100 [S2:+mat]:  60%|█▊ | 158/264 [04:00<02:40,  1.51s/it, loss=0.002, mat=0.003, sens=1.325, deg=0.001]
Ep 025/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:40,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 025/100 [S2:+mat]:  60%|█▊ | 159/264 [04:01<02:38,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 025/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:38,  1.51s/it, loss=0.002, mat=0.003, sens=3.321, deg=0.000]
Ep 025/100 [S2:+mat]:  61%|█▊ | 160/264 [04:03<02:37,  1.51s/it, loss=0.002, mat=0.003, sens=3.321, deg=0.000]
Ep 025/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:37,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 025/100 [S2:+mat]:  61%|█▊ | 161/264 [04:04<02:35,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 025/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:35,  1.51s/it, loss=0.002, mat=0.003, sens=2.323, deg=0.001]
Ep 025/100 [S2:+mat]:  61%|█▊ | 162/264 [04:06<02:34,  1.51s/it, loss=0.002, mat=0.003, sens=2.323, deg=0.001]
Ep 025/100 [S2:+mat]:  61%|█▊ | 162/264 [04:08<02:34,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 025/100 [S2:+mat]:  62%|█▊ | 163/264 [04:08<02:32,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 025/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:32,  1.51s/it, loss=0.003, mat=0.002, sens=1.517, deg=0.000]
Ep 025/100 [S2:+mat]:  62%|█▊ | 164/264 [04:09<02:31,  1.52s/it, loss=0.003, mat=0.002, sens=1.517, deg=0.000]
Ep 025/100 [S2:+mat]:  62%|█▊ | 164/264 [04:11<02:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  62%|█▉ | 165/264 [04:11<02:29,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  63%|█▉ | 166/264 [04:12<02:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:28,  1.51s/it, loss=0.003, mat=0.003, sens=1.368, deg=0.000]
Ep 025/100 [S2:+mat]:  63%|█▉ | 167/264 [04:14<02:26,  1.51s/it, loss=0.003, mat=0.003, sens=1.368, deg=0.000]
Ep 025/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  64%|█▉ | 168/264 [04:15<02:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:25,  1.51s/it, loss=0.002, mat=0.002, sens=0.807, deg=0.000]
Ep 025/100 [S2:+mat]:  64%|█▉ | 169/264 [04:17<02:25,  1.54s/it, loss=0.002, mat=0.002, sens=0.807, deg=0.000]
Ep 025/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:25,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  64%|█▉ | 170/264 [04:18<02:23,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:23,  1.53s/it, loss=0.003, mat=0.004, sens=4.347, deg=0.000]
Ep 025/100 [S2:+mat]:  65%|█▉ | 171/264 [04:20<02:21,  1.52s/it, loss=0.003, mat=0.004, sens=4.347, deg=0.000]
Ep 025/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:21,  1.52s/it, loss=0.012, mat=0.004, sens=2.473, deg=0.000]
Ep 025/100 [S2:+mat]:  65%|█▉ | 172/264 [04:21<02:20,  1.53s/it, loss=0.012, mat=0.004, sens=2.473, deg=0.000]
Ep 025/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:20,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  66%|█▉ | 173/264 [04:23<02:18,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:18,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  66%|█▉ | 174/264 [04:24<02:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:16,  1.52s/it, loss=0.003, mat=0.003, sens=1.595, deg=0.000]
Ep 025/100 [S2:+mat]:  66%|█▉ | 175/264 [04:26<02:15,  1.52s/it, loss=0.003, mat=0.003, sens=1.595, deg=0.000]
Ep 025/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  67%|██ | 176/264 [04:27<02:13,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 025/100 [S2:+mat]:  67%|██ | 177/264 [04:29<02:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 025/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  67%|██ | 178/264 [04:30<02:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.817, deg=0.000]
Ep 025/100 [S2:+mat]:  68%|██ | 179/264 [04:32<02:08,  1.51s/it, loss=0.002, mat=0.002, sens=0.817, deg=0.000]
Ep 025/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:08,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  68%|██ | 180/264 [04:33<02:06,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:06,  1.51s/it, loss=0.002, mat=0.002, sens=1.713, deg=0.000]
Ep 025/100 [S2:+mat]:  69%|██ | 181/264 [04:35<02:05,  1.51s/it, loss=0.002, mat=0.002, sens=1.713, deg=0.000]
Ep 025/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:05,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  69%|██ | 182/264 [04:36<02:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  69%|██ | 183/264 [04:38<02:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:02,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  70%|██ | 184/264 [04:39<02:02,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:02,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  70%|██ | 185/264 [04:41<02:00,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  70%|██ | 185/264 [04:42<02:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  70%|██ | 186/264 [04:42<01:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:58,  1.52s/it, loss=0.002, mat=0.003, sens=1.969, deg=0.000]
Ep 025/100 [S2:+mat]:  71%|██▏| 187/264 [04:44<01:56,  1.52s/it, loss=0.002, mat=0.003, sens=1.969, deg=0.000]
Ep 025/100 [S2:+mat]:  71%|██▏| 187/264 [04:45<01:56,  1.52s/it, loss=0.003, mat=0.004, sens=0.966, deg=0.000]
Ep 025/100 [S2:+mat]:  71%|██▏| 188/264 [04:45<01:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.966, deg=0.000]
Ep 025/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.811, deg=0.000]
Ep 025/100 [S2:+mat]:  72%|██▏| 189/264 [04:47<01:53,  1.51s/it, loss=0.001, mat=0.002, sens=0.811, deg=0.000]
Ep 025/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  72%|██▏| 190/264 [04:49<01:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  72%|██▏| 191/264 [04:50<01:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:50,  1.51s/it, loss=0.002, mat=0.002, sens=1.175, deg=0.000]
Ep 025/100 [S2:+mat]:  73%|██▏| 192/264 [04:52<01:48,  1.51s/it, loss=0.002, mat=0.002, sens=1.175, deg=0.000]
Ep 025/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  73%|██▏| 193/264 [04:53<01:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.800, deg=0.000]
Ep 025/100 [S2:+mat]:  73%|██▏| 194/264 [04:55<01:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.800, deg=0.000]
Ep 025/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.802, deg=0.000]
Ep 025/100 [S2:+mat]:  74%|██▏| 195/264 [04:56<01:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.802, deg=0.000]
Ep 025/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:44,  1.51s/it, loss=0.002, mat=0.003, sens=2.113, deg=0.000]
Ep 025/100 [S2:+mat]:  74%|██▏| 196/264 [04:58<01:44,  1.53s/it, loss=0.002, mat=0.003, sens=2.113, deg=0.000]
Ep 025/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:44,  1.53s/it, loss=0.001, mat=0.002, sens=0.786, deg=0.000]
Ep 025/100 [S2:+mat]:  75%|██▏| 197/264 [04:59<01:42,  1.53s/it, loss=0.001, mat=0.002, sens=0.786, deg=0.000]
Ep 025/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  75%|██▎| 198/264 [05:01<01:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  75%|██▎| 198/264 [05:02<01:40,  1.53s/it, loss=0.002, mat=0.003, sens=2.386, deg=0.000]
Ep 025/100 [S2:+mat]:  75%|██▎| 199/264 [05:02<01:39,  1.52s/it, loss=0.002, mat=0.003, sens=2.386, deg=0.000]
Ep 025/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  76%|██▎| 200/264 [05:04<01:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.940, deg=0.000]
Ep 025/100 [S2:+mat]:  76%|██▎| 201/264 [05:05<01:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.940, deg=0.000]
Ep 025/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:35,  1.52s/it, loss=0.002, mat=0.003, sens=1.748, deg=0.000]
Ep 025/100 [S2:+mat]:  77%|██▎| 202/264 [05:07<01:34,  1.52s/it, loss=0.002, mat=0.003, sens=1.748, deg=0.000]
Ep 025/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:34,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  77%|██▎| 203/264 [05:08<01:32,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  77%|██▎| 204/264 [05:10<01:30,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  78%|██▎| 205/264 [05:11<01:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.802, deg=0.000]
Ep 025/100 [S2:+mat]:  78%|██▎| 206/264 [05:13<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.802, deg=0.000]
Ep 025/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.968, deg=0.000]
Ep 025/100 [S2:+mat]:  78%|██▎| 207/264 [05:14<01:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.968, deg=0.000]
Ep 025/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:26,  1.51s/it, loss=0.001, mat=0.002, sens=0.899, deg=0.000]
Ep 025/100 [S2:+mat]:  79%|██▎| 208/264 [05:16<01:24,  1.51s/it, loss=0.001, mat=0.002, sens=0.899, deg=0.000]
Ep 025/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  79%|██▍| 209/264 [05:17<01:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  79%|██▍| 209/264 [05:19<01:23,  1.51s/it, loss=0.002, mat=0.004, sens=3.219, deg=0.000]
Ep 025/100 [S2:+mat]:  80%|██▍| 210/264 [05:19<01:21,  1.51s/it, loss=0.002, mat=0.004, sens=3.219, deg=0.000]
Ep 025/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:21,  1.51s/it, loss=0.001, mat=0.002, sens=1.079, deg=0.000]
Ep 025/100 [S2:+mat]:  80%|██▍| 211/264 [05:20<01:20,  1.51s/it, loss=0.001, mat=0.002, sens=1.079, deg=0.000]
Ep 025/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:20,  1.51s/it, loss=0.003, mat=0.003, sens=1.075, deg=0.000]
Ep 025/100 [S2:+mat]:  80%|██▍| 212/264 [05:22<01:18,  1.51s/it, loss=0.003, mat=0.003, sens=1.075, deg=0.000]
Ep 025/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.796, deg=0.000]
Ep 025/100 [S2:+mat]:  81%|██▍| 213/264 [05:23<01:17,  1.51s/it, loss=0.003, mat=0.004, sens=0.796, deg=0.000]
Ep 025/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:17,  1.51s/it, loss=0.002, mat=0.003, sens=1.203, deg=0.000]
Ep 025/100 [S2:+mat]:  81%|██▍| 214/264 [05:25<01:15,  1.51s/it, loss=0.002, mat=0.003, sens=1.203, deg=0.000]
Ep 025/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:15,  1.51s/it, loss=0.002, mat=0.003, sens=3.403, deg=0.000]
Ep 025/100 [S2:+mat]:  81%|██▍| 215/264 [05:26<01:15,  1.54s/it, loss=0.002, mat=0.003, sens=3.403, deg=0.000]
Ep 025/100 [S2:+mat]:  81%|██▍| 215/264 [05:28<01:15,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  82%|██▍| 216/264 [05:28<01:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  82%|██▍| 216/264 [05:30<01:13,  1.53s/it, loss=0.001, mat=0.002, sens=4.772, deg=0.000]
Ep 025/100 [S2:+mat]:  82%|██▍| 217/264 [05:30<01:11,  1.53s/it, loss=0.001, mat=0.002, sens=4.772, deg=0.000]
Ep 025/100 [S2:+mat]:  82%|██▍| 217/264 [05:31<01:11,  1.53s/it, loss=0.002, mat=0.002, sens=0.985, deg=0.000]
Ep 025/100 [S2:+mat]:  83%|██▍| 218/264 [05:31<01:09,  1.52s/it, loss=0.002, mat=0.002, sens=0.985, deg=0.000]
Ep 025/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:09,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  83%|██▍| 219/264 [05:33<01:08,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  83%|██▍| 219/264 [05:34<01:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.810, deg=0.000]
Ep 025/100 [S2:+mat]:  83%|██▌| 220/264 [05:34<01:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.810, deg=0.000]
Ep 025/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:06,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  84%|██▌| 221/264 [05:36<01:05,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  84%|██▌| 221/264 [05:37<01:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  84%|██▌| 222/264 [05:37<01:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:03,  1.52s/it, loss=0.002, mat=0.003, sens=1.035, deg=0.000]
Ep 025/100 [S2:+mat]:  84%|██▌| 223/264 [05:39<01:02,  1.52s/it, loss=0.002, mat=0.003, sens=1.035, deg=0.000]
Ep 025/100 [S2:+mat]:  84%|██▌| 223/264 [05:40<01:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.805, deg=0.000]
Ep 025/100 [S2:+mat]:  85%|██▌| 224/264 [05:40<01:00,  1.51s/it, loss=0.002, mat=0.002, sens=0.805, deg=0.000]
Ep 025/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.953, deg=0.000]
Ep 025/100 [S2:+mat]:  85%|██▌| 225/264 [05:42<00:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.953, deg=0.000]
Ep 025/100 [S2:+mat]:  85%|██▌| 225/264 [05:43<00:59,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  86%|██▌| 226/264 [05:43<00:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  86%|██▌| 227/264 [05:45<00:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  86%|██▌| 227/264 [05:46<00:55,  1.51s/it, loss=0.001, mat=0.002, sens=3.448, deg=0.000]
Ep 025/100 [S2:+mat]:  86%|██▌| 228/264 [05:46<00:54,  1.51s/it, loss=0.001, mat=0.002, sens=3.448, deg=0.000]
Ep 025/100 [S2:+mat]:  86%|██▌| 228/264 [05:48<00:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  87%|██▌| 229/264 [05:48<00:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  87%|██▌| 229/264 [05:49<00:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.914, deg=0.000]
Ep 025/100 [S2:+mat]:  87%|██▌| 230/264 [05:49<00:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.914, deg=0.000]
Ep 025/100 [S2:+mat]:  87%|██▌| 230/264 [05:51<00:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  88%|██▋| 231/264 [05:51<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  88%|██▋| 231/264 [05:52<00:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  88%|██▋| 232/264 [05:52<00:48,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  88%|██▋| 232/264 [05:54<00:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  88%|██▋| 233/264 [05:54<00:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  89%|██▋| 234/264 [05:55<00:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  89%|██▋| 234/264 [05:57<00:45,  1.52s/it, loss=0.002, mat=0.004, sens=0.849, deg=0.000]
Ep 025/100 [S2:+mat]:  89%|██▋| 235/264 [05:57<00:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.849, deg=0.000]
Ep 025/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:43,  1.51s/it, loss=0.002, mat=0.003, sens=1.555, deg=0.000]
Ep 025/100 [S2:+mat]:  89%|██▋| 236/264 [05:58<00:42,  1.51s/it, loss=0.002, mat=0.003, sens=1.555, deg=0.000]
Ep 025/100 [S2:+mat]:  89%|██▋| 236/264 [06:00<00:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  90%|██▋| 237/264 [06:00<00:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  90%|██▋| 238/264 [06:01<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  90%|██▋| 238/264 [06:03<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  91%|██▋| 239/264 [06:03<00:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:37,  1.51s/it, loss=0.001, mat=0.002, sens=1.483, deg=0.000]
Ep 025/100 [S2:+mat]:  91%|██▋| 240/264 [06:04<00:36,  1.51s/it, loss=0.001, mat=0.002, sens=1.483, deg=0.000]
Ep 025/100 [S2:+mat]:  91%|██▋| 240/264 [06:06<00:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  91%|██▋| 241/264 [06:06<00:35,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:35,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  92%|██▊| 242/264 [06:07<00:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  92%|██▊| 242/264 [06:09<00:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  92%|██▊| 243/264 [06:09<00:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  92%|██▊| 243/264 [06:11<00:32,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  92%|██▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  92%|██▊| 244/264 [06:12<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=3.253, deg=0.000]
Ep 025/100 [S2:+mat]:  93%|██▊| 245/264 [06:12<00:29,  1.53s/it, loss=0.002, mat=0.003, sens=3.253, deg=0.000]
Ep 025/100 [S2:+mat]:  93%|██▊| 245/264 [06:14<00:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.964, deg=0.000]
Ep 025/100 [S2:+mat]:  93%|██▊| 246/264 [06:14<00:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.964, deg=0.000]
Ep 025/100 [S2:+mat]:  93%|██▊| 246/264 [06:15<00:27,  1.52s/it, loss=0.002, mat=0.002, sens=0.971, deg=0.000]
Ep 025/100 [S2:+mat]:  94%|██▊| 247/264 [06:15<00:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.971, deg=0.000]
Ep 025/100 [S2:+mat]:  94%|██▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.811, deg=0.000]
Ep 025/100 [S2:+mat]:  94%|██▊| 248/264 [06:17<00:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.811, deg=0.000]
Ep 025/100 [S2:+mat]:  94%|██▊| 248/264 [06:18<00:24,  1.52s/it, loss=0.001, mat=0.002, sens=2.094, deg=0.000]
Ep 025/100 [S2:+mat]:  94%|██▊| 249/264 [06:18<00:22,  1.52s/it, loss=0.001, mat=0.002, sens=2.094, deg=0.000]
Ep 025/100 [S2:+mat]:  94%|██▊| 249/264 [06:20<00:22,  1.52s/it, loss=0.002, mat=0.003, sens=2.065, deg=0.000]
Ep 025/100 [S2:+mat]:  95%|██▊| 250/264 [06:20<00:21,  1.51s/it, loss=0.002, mat=0.003, sens=2.065, deg=0.000]
Ep 025/100 [S2:+mat]:  95%|██▊| 250/264 [06:21<00:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.792, deg=0.000]
Ep 025/100 [S2:+mat]:  95%|██▊| 251/264 [06:21<00:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.792, deg=0.000]
Ep 025/100 [S2:+mat]:  95%|██▊| 251/264 [06:23<00:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  95%|██▊| 252/264 [06:23<00:18,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  95%|██▊| 252/264 [06:24<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=2.635, deg=0.000]
Ep 025/100 [S2:+mat]:  96%|██▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.002, mat=0.003, sens=2.635, deg=0.000]
Ep 025/100 [S2:+mat]:  96%|██▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.001, mat=0.002, sens=1.309, deg=0.000]
Ep 025/100 [S2:+mat]:  96%|██▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.001, mat=0.002, sens=1.309, deg=0.000]
Ep 025/100 [S2:+mat]:  96%|██▉| 254/264 [06:27<00:15,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  97%|██▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  97%|██▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  97%|██▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  97%|██▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.002, mat=0.004, sens=1.632, deg=0.000]
Ep 025/100 [S2:+mat]:  97%|██▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.002, mat=0.004, sens=1.632, deg=0.000]
Ep 025/100 [S2:+mat]:  97%|██▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  98%|██▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  98%|██▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  98%|██▉| 259/264 [06:33<00:07,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  98%|██▉| 259/264 [06:35<00:07,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  98%|██▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]:  98%|██▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.002, mat=0.003, sens=2.736, deg=0.000]
Ep 025/100 [S2:+mat]:  99%|██▉| 261/264 [06:36<00:04,  1.52s/it, loss=0.002, mat=0.003, sens=2.736, deg=0.000]
Ep 025/100 [S2:+mat]:  99%|██▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.002, mat=0.002, sens=3.503, deg=0.000]
Ep 025/100 [S2:+mat]:  99%|██▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.002, mat=0.002, sens=3.503, deg=0.000]
Ep 025/100 [S2:+mat]:  99%|██▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]: 100%|██▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 025/100 [S2:+mat]: 100%|██▉| 263/264 [06:41<00:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.909, deg=0.000]
Ep 025/100 [S2:+mat]: 100%|███| 264/264 [06:41<00:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.909, deg=0.000]
                                                                                                              
Epoch 025/100 [S2:+mat]  loss=0.0020  mat=0.0028  sens=0.9474  deg=0.0002  orth=0.0006  α=0.5 β=0.0 γ=0.5  401s

Ep 026/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 026/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.003, sens=2.377, deg=0.000]
Ep 026/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:44,  2.22s/it, loss=0.002, mat=0.003, sens=2.377, deg=0.000]
Ep 026/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:44,  2.22s/it, loss=0.002, mat=0.002, sens=0.799, deg=0.000]
Ep 026/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:51,  1.80s/it, loss=0.002, mat=0.002, sens=0.799, deg=0.000]
Ep 026/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:51,  1.80s/it, loss=0.002, mat=0.003, sens=1.044, deg=0.000]
Ep 026/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:15,  1.67s/it, loss=0.002, mat=0.003, sens=1.044, deg=0.000]
Ep 026/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:15,  1.67s/it, loss=0.002, mat=0.003, sens=0.839, deg=0.000]
Ep 026/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:57,  1.60s/it, loss=0.002, mat=0.003, sens=0.839, deg=0.000]
Ep 026/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:57,  1.60s/it, loss=0.002, mat=0.003, sens=1.090, deg=0.000]
Ep 026/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:49,  1.58s/it, loss=0.002, mat=0.003, sens=1.090, deg=0.000]
Ep 026/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:49,  1.58s/it, loss=0.002, mat=0.003, sens=0.919, deg=0.000]
Ep 026/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:42,  1.56s/it, loss=0.002, mat=0.003, sens=0.919, deg=0.000]
Ep 026/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:42,  1.56s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:35,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:35,  1.54s/it, loss=0.001, mat=0.002, sens=0.968, deg=0.000]
Ep 026/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:31,  1.53s/it, loss=0.001, mat=0.002, sens=0.968, deg=0.000]
Ep 026/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:31,  1.53s/it, loss=0.002, mat=0.003, sens=1.977, deg=0.000]
Ep 026/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:28,  1.52s/it, loss=0.002, mat=0.003, sens=1.977, deg=0.000]
Ep 026/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:28,  1.52s/it, loss=0.002, mat=0.003, sens=2.705, deg=0.000]
Ep 026/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:26,  1.52s/it, loss=0.002, mat=0.003, sens=2.705, deg=0.000]
Ep 026/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:29,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:29,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:24,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:24,  1.53s/it, loss=0.001, mat=0.002, sens=0.998, deg=0.000]
Ep 026/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.998, deg=0.000]
Ep 026/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.852, deg=0.000]
Ep 026/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.852, deg=0.000]
Ep 026/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:14,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   8%|▎   | 21/264 [00:34<06:06,  1.51s/it, loss=0.001, mat=0.003, sens=1.067, deg=0.000]
Ep 026/100 [S2:+mat]:   8%|▎   | 22/264 [00:34<06:05,  1.51s/it, loss=0.001, mat=0.003, sens=1.067, deg=0.000]
Ep 026/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:05,  1.51s/it, loss=0.002, mat=0.003, sens=1.905, deg=0.000]
Ep 026/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:04,  1.51s/it, loss=0.002, mat=0.003, sens=1.905, deg=0.000]
Ep 026/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:02,  1.51s/it, loss=0.002, mat=0.004, sens=1.757, deg=0.000]
Ep 026/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:00,  1.51s/it, loss=0.002, mat=0.004, sens=1.757, deg=0.000]
Ep 026/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.800, deg=0.000]
Ep 026/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.800, deg=0.000]
Ep 026/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:04,  1.53s/it, loss=0.001, mat=0.002, sens=1.331, deg=0.000]
Ep 026/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<06:01,  1.53s/it, loss=0.001, mat=0.002, sens=1.331, deg=0.000]
Ep 026/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<06:01,  1.53s/it, loss=0.001, mat=0.002, sens=1.783, deg=0.000]
Ep 026/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<05:58,  1.52s/it, loss=0.001, mat=0.002, sens=1.783, deg=0.000]
Ep 026/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:58,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:59,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<05:59,  1.53s/it, loss=0.003, mat=0.003, sens=2.957, deg=0.000]
Ep 026/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:57,  1.53s/it, loss=0.003, mat=0.003, sens=2.957, deg=0.000]
Ep 026/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:57,  1.53s/it, loss=0.002, mat=0.002, sens=1.059, deg=0.000]
Ep 026/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:54,  1.52s/it, loss=0.002, mat=0.002, sens=1.059, deg=0.000]
Ep 026/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.882, deg=0.000]
Ep 026/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.882, deg=0.000]
Ep 026/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:48,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:48,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:46,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:46,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:44,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:47,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:47,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:43,  1.53s/it, loss=0.002, mat=0.003, sens=3.516, deg=0.000]
Ep 026/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:41,  1.52s/it, loss=0.002, mat=0.003, sens=3.516, deg=0.000]
Ep 026/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:41,  1.52s/it, loss=0.003, mat=0.003, sens=0.795, deg=0.000]
Ep 026/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.795, deg=0.000]
Ep 026/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:34,  1.51s/it, loss=0.001, mat=0.002, sens=1.298, deg=0.000]
Ep 026/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:32,  1.51s/it, loss=0.001, mat=0.002, sens=1.298, deg=0.000]
Ep 026/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:32,  1.51s/it, loss=0.002, mat=0.002, sens=1.107, deg=0.000]
Ep 026/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:31,  1.51s/it, loss=0.002, mat=0.002, sens=1.107, deg=0.000]
Ep 026/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.875, deg=0.000]
Ep 026/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:29,  1.51s/it, loss=0.001, mat=0.002, sens=0.875, deg=0.000]
Ep 026/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:29,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:27,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:27,  1.51s/it, loss=0.003, mat=0.002, sens=0.799, deg=0.000]
Ep 026/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:26,  1.51s/it, loss=0.003, mat=0.002, sens=0.799, deg=0.000]
Ep 026/100 [S2:+mat]:  18%|▋   | 48/264 [01:15<05:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  19%|▋   | 49/264 [01:15<05:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  19%|▊   | 50/264 [01:18<05:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  19%|▊   | 51/264 [01:18<05:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:21,  1.51s/it, loss=0.002, mat=0.003, sens=1.041, deg=0.000]
Ep 026/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:20,  1.51s/it, loss=0.002, mat=0.003, sens=1.041, deg=0.000]
Ep 026/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.866, deg=0.000]
Ep 026/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.866, deg=0.000]
Ep 026/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.862, deg=0.000]
Ep 026/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:20,  1.54s/it, loss=0.002, mat=0.004, sens=0.862, deg=0.000]
Ep 026/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:20,  1.54s/it, loss=0.002, mat=0.004, sens=2.267, deg=0.000]
Ep 026/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:17,  1.53s/it, loss=0.002, mat=0.004, sens=2.267, deg=0.000]
Ep 026/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:17,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:14,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:14,  1.53s/it, loss=0.002, mat=0.003, sens=3.201, deg=0.000]
Ep 026/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:12,  1.52s/it, loss=0.002, mat=0.003, sens=3.201, deg=0.000]
Ep 026/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:10,  1.52s/it, loss=0.002, mat=0.004, sens=3.491, deg=0.000]
Ep 026/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:07,  1.52s/it, loss=0.002, mat=0.004, sens=3.491, deg=0.000]
Ep 026/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:07,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:05,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.986, deg=0.000]
Ep 026/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.986, deg=0.000]
Ep 026/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:04,  1.51s/it, loss=0.002, mat=0.003, sens=3.138, deg=0.000]
Ep 026/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:03,  1.52s/it, loss=0.002, mat=0.003, sens=3.138, deg=0.000]
Ep 026/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:03,  1.52s/it, loss=0.001, mat=0.002, sens=3.395, deg=0.000]
Ep 026/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:01,  1.51s/it, loss=0.001, mat=0.002, sens=3.395, deg=0.000]
Ep 026/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  25%|█   | 66/264 [01:40<04:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  25%|█   | 66/264 [01:42<04:59,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:58,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:58,  1.52s/it, loss=0.002, mat=0.002, sens=1.804, deg=0.000]
Ep 026/100 [S2:+mat]:  26%|█   | 68/264 [01:43<04:56,  1.52s/it, loss=0.002, mat=0.002, sens=1.804, deg=0.000]
Ep 026/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:56,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:55,  1.51s/it, loss=0.001, mat=0.002, sens=2.982, deg=0.000]
Ep 026/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:53,  1.51s/it, loss=0.001, mat=0.002, sens=2.982, deg=0.000]
Ep 026/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:56,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:56,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  27%|█   | 72/264 [01:49<04:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:53,  1.53s/it, loss=0.001, mat=0.002, sens=1.005, deg=0.000]
Ep 026/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:50,  1.52s/it, loss=0.001, mat=0.002, sens=1.005, deg=0.000]
Ep 026/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:50,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  28%|█   | 74/264 [01:52<04:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:44,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:44,  1.51s/it, loss=0.001, mat=0.002, sens=0.830, deg=0.000]
Ep 026/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:43,  1.51s/it, loss=0.001, mat=0.002, sens=0.830, deg=0.000]
Ep 026/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.874, deg=0.000]
Ep 026/100 [S2:+mat]:  30%|█▏  | 78/264 [01:59<04:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.874, deg=0.000]
Ep 026/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:42,  1.53s/it, loss=0.001, mat=0.002, sens=0.901, deg=0.000]
Ep 026/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:40,  1.52s/it, loss=0.001, mat=0.002, sens=0.901, deg=0.000]
Ep 026/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:40,  1.52s/it, loss=0.002, mat=0.003, sens=1.650, deg=0.000]
Ep 026/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:37,  1.52s/it, loss=0.002, mat=0.003, sens=1.650, deg=0.000]
Ep 026/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.922, deg=0.000]
Ep 026/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.922, deg=0.000]
Ep 026/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:35,  1.52s/it, loss=0.001, mat=0.002, sens=3.819, deg=0.000]
Ep 026/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:37,  1.53s/it, loss=0.001, mat=0.002, sens=3.819, deg=0.000]
Ep 026/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:37,  1.53s/it, loss=0.002, mat=0.003, sens=1.875, deg=0.000]
Ep 026/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:34,  1.53s/it, loss=0.002, mat=0.003, sens=1.875, deg=0.000]
Ep 026/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:34,  1.53s/it, loss=0.002, mat=0.004, sens=3.481, deg=0.000]
Ep 026/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:32,  1.52s/it, loss=0.002, mat=0.004, sens=3.481, deg=0.000]
Ep 026/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:32,  1.52s/it, loss=0.002, mat=0.003, sens=2.340, deg=0.000]
Ep 026/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:30,  1.52s/it, loss=0.002, mat=0.003, sens=2.340, deg=0.000]
Ep 026/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:30,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:28,  1.52s/it, loss=0.001, mat=0.003, sens=1.986, deg=0.000]
Ep 026/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:26,  1.52s/it, loss=0.001, mat=0.003, sens=1.986, deg=0.000]
Ep 026/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.837, deg=0.000]
Ep 026/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.837, deg=0.000]
Ep 026/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.937, deg=0.000]
Ep 026/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.937, deg=0.000]
Ep 026/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:21,  1.51s/it, loss=0.002, mat=0.002, sens=1.330, deg=0.000]
Ep 026/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:20,  1.51s/it, loss=0.002, mat=0.002, sens=1.330, deg=0.000]
Ep 026/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:18,  1.51s/it, loss=0.002, mat=0.004, sens=1.525, deg=0.000]
Ep 026/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:17,  1.51s/it, loss=0.002, mat=0.004, sens=1.525, deg=0.000]
Ep 026/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:17,  1.51s/it, loss=0.001, mat=0.002, sens=1.048, deg=0.000]
Ep 026/100 [S2:+mat]:  36%|█▍  | 95/264 [02:24<04:15,  1.51s/it, loss=0.001, mat=0.002, sens=1.048, deg=0.000]
Ep 026/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  37%|█▍  | 97/264 [02:27<04:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:10,  1.51s/it, loss=0.002, mat=0.003, sens=1.721, deg=0.000]
Ep 026/100 [S2:+mat]:  38%|█▌  | 99/264 [02:30<04:09,  1.51s/it, loss=0.002, mat=0.003, sens=1.721, deg=0.000]
Ep 026/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:09,  1.51s/it, loss=0.002, mat=0.003, sens=1.066, deg=0.000]
Ep 026/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:07,  1.51s/it, loss=0.002, mat=0.003, sens=1.066, deg=0.000]
Ep 026/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:07,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  38%|█▏ | 101/264 [02:33<04:06,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:11,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  39%|█▏ | 102/264 [02:37<04:11,  1.55s/it, loss=0.002, mat=0.003, sens=1.084, deg=0.000]
Ep 026/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:08,  1.55s/it, loss=0.002, mat=0.003, sens=1.084, deg=0.000]
Ep 026/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:08,  1.55s/it, loss=0.003, mat=0.004, sens=3.284, deg=0.000]
Ep 026/100 [S2:+mat]:  39%|█▏ | 104/264 [02:38<04:05,  1.53s/it, loss=0.003, mat=0.004, sens=3.284, deg=0.000]
Ep 026/100 [S2:+mat]:  39%|█▏ | 104/264 [02:40<04:05,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  40%|█▏ | 105/264 [02:40<04:02,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:02,  1.53s/it, loss=0.002, mat=0.002, sens=0.795, deg=0.000]
Ep 026/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<04:00,  1.52s/it, loss=0.002, mat=0.002, sens=0.795, deg=0.000]
Ep 026/100 [S2:+mat]:  40%|█▏ | 106/264 [02:43<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  41%|█▏ | 107/264 [02:43<03:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:58,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:56,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  41%|█▏ | 108/264 [02:46<03:56,  1.52s/it, loss=0.002, mat=0.002, sens=2.949, deg=0.000]
Ep 026/100 [S2:+mat]:  41%|█▏ | 109/264 [02:46<03:54,  1.51s/it, loss=0.002, mat=0.002, sens=2.949, deg=0.000]
Ep 026/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  42%|█▎ | 110/264 [02:49<03:52,  1.51s/it, loss=0.001, mat=0.002, sens=1.262, deg=0.000]
Ep 026/100 [S2:+mat]:  42%|█▎ | 111/264 [02:49<03:50,  1.51s/it, loss=0.001, mat=0.002, sens=1.262, deg=0.000]
Ep 026/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:50,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:49,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  42%|█▎ | 112/264 [02:52<03:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  43%|█▎ | 113/264 [02:52<03:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:47,  1.51s/it, loss=0.002, mat=0.002, sens=0.997, deg=0.000]
Ep 026/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:46,  1.51s/it, loss=0.002, mat=0.002, sens=0.997, deg=0.000]
Ep 026/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:46,  1.51s/it, loss=0.001, mat=0.002, sens=2.133, deg=0.000]
Ep 026/100 [S2:+mat]:  44%|█▎ | 115/264 [02:55<03:44,  1.51s/it, loss=0.001, mat=0.002, sens=2.133, deg=0.000]
Ep 026/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  44%|█▎ | 116/264 [02:56<03:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  44%|█▎ | 117/264 [02:58<03:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:44,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  45%|█▎ | 118/264 [02:59<03:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  45%|█▎ | 119/264 [03:01<03:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  45%|█▎ | 120/264 [03:02<03:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:37,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  46%|█▍ | 121/264 [03:04<03:36,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:36,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  46%|█▍ | 122/264 [03:05<03:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  47%|█▍ | 123/264 [03:07<03:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:33,  1.51s/it, loss=0.004, mat=0.004, sens=1.026, deg=0.000]
Ep 026/100 [S2:+mat]:  47%|█▍ | 124/264 [03:08<03:31,  1.51s/it, loss=0.004, mat=0.004, sens=1.026, deg=0.000]
Ep 026/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.939, deg=0.000]
Ep 026/100 [S2:+mat]:  47%|█▍ | 125/264 [03:10<03:30,  1.51s/it, loss=0.001, mat=0.002, sens=0.939, deg=0.000]
Ep 026/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:30,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  48%|█▍ | 126/264 [03:11<03:29,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:29,  1.52s/it, loss=0.001, mat=0.002, sens=1.459, deg=0.000]
Ep 026/100 [S2:+mat]:  48%|█▍ | 127/264 [03:13<03:28,  1.52s/it, loss=0.001, mat=0.002, sens=1.459, deg=0.000]
Ep 026/100 [S2:+mat]:  48%|█▍ | 127/264 [03:15<03:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.956, deg=0.000]
Ep 026/100 [S2:+mat]:  48%|█▍ | 128/264 [03:15<03:29,  1.54s/it, loss=0.002, mat=0.003, sens=0.956, deg=0.000]
Ep 026/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:29,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:26,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  49%|█▍ | 129/264 [03:18<03:26,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  49%|█▍ | 130/264 [03:18<03:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:24,  1.52s/it, loss=0.002, mat=0.003, sens=2.100, deg=0.000]
Ep 026/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:22,  1.52s/it, loss=0.002, mat=0.003, sens=2.100, deg=0.000]
Ep 026/100 [S2:+mat]:  50%|█▍ | 131/264 [03:21<03:22,  1.52s/it, loss=0.001, mat=0.002, sens=1.004, deg=0.000]
Ep 026/100 [S2:+mat]:  50%|█▌ | 132/264 [03:21<03:20,  1.52s/it, loss=0.001, mat=0.002, sens=1.004, deg=0.000]
Ep 026/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 026/100 [S2:+mat]:  50%|█▌ | 133/264 [03:22<03:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 026/100 [S2:+mat]:  50%|█▌ | 133/264 [03:24<03:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  51%|█▌ | 134/264 [03:24<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  51%|█▌ | 135/264 [03:25<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  51%|█▌ | 135/264 [03:27<03:15,  1.52s/it, loss=0.002, mat=0.002, sens=1.467, deg=0.000]
Ep 026/100 [S2:+mat]:  52%|█▌ | 136/264 [03:27<03:13,  1.51s/it, loss=0.002, mat=0.002, sens=1.467, deg=0.000]
Ep 026/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:13,  1.51s/it, loss=0.002, mat=0.003, sens=1.614, deg=0.000]
Ep 026/100 [S2:+mat]:  52%|█▌ | 137/264 [03:28<03:11,  1.51s/it, loss=0.002, mat=0.003, sens=1.614, deg=0.000]
Ep 026/100 [S2:+mat]:  52%|█▌ | 137/264 [03:30<03:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.855, deg=0.000]
Ep 026/100 [S2:+mat]:  52%|█▌ | 138/264 [03:30<03:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.855, deg=0.000]
Ep 026/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.922, deg=0.000]
Ep 026/100 [S2:+mat]:  53%|█▌ | 139/264 [03:31<03:08,  1.51s/it, loss=0.001, mat=0.002, sens=0.922, deg=0.000]
Ep 026/100 [S2:+mat]:  53%|█▌ | 139/264 [03:33<03:08,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  53%|█▌ | 140/264 [03:33<03:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:07,  1.51s/it, loss=0.002, mat=0.003, sens=4.630, deg=0.000]
Ep 026/100 [S2:+mat]:  53%|█▌ | 141/264 [03:34<03:05,  1.51s/it, loss=0.002, mat=0.003, sens=4.630, deg=0.000]
Ep 026/100 [S2:+mat]:  53%|█▌ | 141/264 [03:36<03:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.806, deg=0.000]
Ep 026/100 [S2:+mat]:  54%|█▌ | 142/264 [03:36<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.806, deg=0.000]
Ep 026/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=3.464, deg=0.000]
Ep 026/100 [S2:+mat]:  54%|█▋ | 143/264 [03:37<03:02,  1.51s/it, loss=0.002, mat=0.003, sens=3.464, deg=0.000]
Ep 026/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:02,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  55%|█▋ | 144/264 [03:39<03:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.949, deg=0.000]
Ep 026/100 [S2:+mat]:  55%|█▋ | 145/264 [03:40<02:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.949, deg=0.000]
Ep 026/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<02:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.881, deg=0.000]
Ep 026/100 [S2:+mat]:  55%|█▋ | 146/264 [03:42<03:01,  1.54s/it, loss=0.002, mat=0.003, sens=0.881, deg=0.000]
Ep 026/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<03:01,  1.54s/it, loss=0.001, mat=0.002, sens=0.804, deg=0.000]
Ep 026/100 [S2:+mat]:  56%|█▋ | 147/264 [03:43<02:58,  1.53s/it, loss=0.001, mat=0.002, sens=0.804, deg=0.000]
Ep 026/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:58,  1.53s/it, loss=0.001, mat=0.002, sens=3.200, deg=0.000]
Ep 026/100 [S2:+mat]:  56%|█▋ | 148/264 [03:45<02:56,  1.52s/it, loss=0.001, mat=0.002, sens=3.200, deg=0.000]
Ep 026/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=3.969, deg=0.000]
Ep 026/100 [S2:+mat]:  56%|█▋ | 149/264 [03:46<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=3.969, deg=0.000]
Ep 026/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=1.978, deg=0.000]
Ep 026/100 [S2:+mat]:  57%|█▋ | 150/264 [03:48<02:53,  1.52s/it, loss=0.002, mat=0.003, sens=1.978, deg=0.000]
Ep 026/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:53,  1.52s/it, loss=0.002, mat=0.002, sens=1.288, deg=0.000]
Ep 026/100 [S2:+mat]:  57%|█▋ | 151/264 [03:49<02:52,  1.53s/it, loss=0.002, mat=0.002, sens=1.288, deg=0.000]
Ep 026/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:52,  1.53s/it, loss=0.002, mat=0.004, sens=3.406, deg=0.000]
Ep 026/100 [S2:+mat]:  58%|█▋ | 152/264 [03:51<02:51,  1.53s/it, loss=0.002, mat=0.004, sens=3.406, deg=0.000]
Ep 026/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:51,  1.53s/it, loss=0.001, mat=0.003, sens=4.533, deg=0.000]
Ep 026/100 [S2:+mat]:  58%|█▋ | 153/264 [03:52<02:49,  1.53s/it, loss=0.001, mat=0.003, sens=4.533, deg=0.000]
Ep 026/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:49,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  58%|█▊ | 154/264 [03:54<02:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  59%|█▊ | 155/264 [03:55<02:45,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 026/100 [S2:+mat]:  59%|█▊ | 156/264 [03:57<02:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 026/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:43,  1.51s/it, loss=0.001, mat=0.002, sens=2.346, deg=0.000]
Ep 026/100 [S2:+mat]:  59%|█▊ | 157/264 [03:58<02:42,  1.52s/it, loss=0.001, mat=0.002, sens=2.346, deg=0.000]
Ep 026/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  60%|█▊ | 158/264 [04:00<02:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  60%|█▊ | 158/264 [04:02<02:40,  1.52s/it, loss=0.002, mat=0.002, sens=0.942, deg=0.000]
Ep 026/100 [S2:+mat]:  60%|█▊ | 159/264 [04:02<02:38,  1.51s/it, loss=0.002, mat=0.002, sens=0.942, deg=0.000]
Ep 026/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:38,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  61%|█▊ | 160/264 [04:03<02:37,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  61%|█▊ | 160/264 [04:05<02:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.949, deg=0.000]
Ep 026/100 [S2:+mat]:  61%|█▊ | 161/264 [04:05<02:38,  1.54s/it, loss=0.002, mat=0.003, sens=0.949, deg=0.000]
Ep 026/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:38,  1.54s/it, loss=0.002, mat=0.003, sens=1.285, deg=0.000]
Ep 026/100 [S2:+mat]:  61%|█▊ | 162/264 [04:06<02:35,  1.53s/it, loss=0.002, mat=0.003, sens=1.285, deg=0.000]
Ep 026/100 [S2:+mat]:  61%|█▊ | 162/264 [04:08<02:35,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  62%|█▊ | 163/264 [04:08<02:33,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:33,  1.52s/it, loss=0.001, mat=0.002, sens=0.958, deg=0.000]
Ep 026/100 [S2:+mat]:  62%|█▊ | 164/264 [04:09<02:32,  1.52s/it, loss=0.001, mat=0.002, sens=0.958, deg=0.000]
Ep 026/100 [S2:+mat]:  62%|█▊ | 164/264 [04:11<02:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.913, deg=0.000]
Ep 026/100 [S2:+mat]:  62%|█▉ | 165/264 [04:11<02:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.913, deg=0.000]
Ep 026/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:30,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  63%|█▉ | 166/264 [04:12<02:28,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  63%|█▉ | 167/264 [04:14<02:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.998, deg=0.000]
Ep 026/100 [S2:+mat]:  64%|█▉ | 168/264 [04:15<02:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.998, deg=0.000]
Ep 026/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:25,  1.51s/it, loss=0.001, mat=0.002, sens=3.402, deg=0.000]
Ep 026/100 [S2:+mat]:  64%|█▉ | 169/264 [04:17<02:23,  1.51s/it, loss=0.001, mat=0.002, sens=3.402, deg=0.000]
Ep 026/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:23,  1.51s/it, loss=0.001, mat=0.002, sens=0.864, deg=0.000]
Ep 026/100 [S2:+mat]:  64%|█▉ | 170/264 [04:18<02:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.864, deg=0.000]
Ep 026/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  65%|█▉ | 171/264 [04:20<02:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  65%|█▉ | 172/264 [04:21<02:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:18,  1.51s/it, loss=0.002, mat=0.003, sens=2.223, deg=0.000]
Ep 026/100 [S2:+mat]:  66%|█▉ | 173/264 [04:23<02:19,  1.53s/it, loss=0.002, mat=0.003, sens=2.223, deg=0.000]
Ep 026/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  66%|█▉ | 174/264 [04:24<02:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:17,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  66%|█▉ | 175/264 [04:26<02:16,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:16,  1.53s/it, loss=0.002, mat=0.002, sens=0.828, deg=0.000]
Ep 026/100 [S2:+mat]:  67%|██ | 176/264 [04:27<02:14,  1.53s/it, loss=0.002, mat=0.002, sens=0.828, deg=0.000]
Ep 026/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  67%|██ | 177/264 [04:29<02:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:12,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  67%|██ | 178/264 [04:30<02:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  68%|██ | 179/264 [04:32<02:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  68%|██ | 180/264 [04:33<02:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  69%|██ | 181/264 [04:35<02:05,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.804, deg=0.000]
Ep 026/100 [S2:+mat]:  69%|██ | 182/264 [04:36<02:03,  1.51s/it, loss=0.002, mat=0.002, sens=0.804, deg=0.000]
Ep 026/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:03,  1.51s/it, loss=0.002, mat=0.002, sens=0.801, deg=0.000]
Ep 026/100 [S2:+mat]:  69%|██ | 183/264 [04:38<02:02,  1.51s/it, loss=0.002, mat=0.002, sens=0.801, deg=0.000]
Ep 026/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:02,  1.51s/it, loss=0.002, mat=0.003, sens=3.864, deg=0.000]
Ep 026/100 [S2:+mat]:  70%|██ | 184/264 [04:39<02:00,  1.51s/it, loss=0.002, mat=0.003, sens=3.864, deg=0.000]
Ep 026/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:00,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  70%|██ | 185/264 [04:41<01:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  70%|██ | 185/264 [04:42<01:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  70%|██ | 186/264 [04:42<01:57,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.973, deg=0.000]
Ep 026/100 [S2:+mat]:  71%|██▏| 187/264 [04:44<01:56,  1.51s/it, loss=0.003, mat=0.003, sens=0.973, deg=0.000]
Ep 026/100 [S2:+mat]:  71%|██▏| 187/264 [04:46<01:56,  1.51s/it, loss=0.002, mat=0.002, sens=1.225, deg=0.000]
Ep 026/100 [S2:+mat]:  71%|██▏| 188/264 [04:46<01:54,  1.51s/it, loss=0.002, mat=0.002, sens=1.225, deg=0.000]
Ep 026/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  72%|██▏| 189/264 [04:47<01:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:53,  1.51s/it, loss=0.002, mat=0.002, sens=4.224, deg=0.000]
Ep 026/100 [S2:+mat]:  72%|██▏| 190/264 [04:49<01:51,  1.51s/it, loss=0.002, mat=0.002, sens=4.224, deg=0.000]
Ep 026/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:51,  1.51s/it, loss=0.001, mat=0.002, sens=1.523, deg=0.000]
Ep 026/100 [S2:+mat]:  72%|██▏| 191/264 [04:50<01:50,  1.51s/it, loss=0.001, mat=0.002, sens=1.523, deg=0.000]
Ep 026/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:50,  1.51s/it, loss=0.001, mat=0.002, sens=3.158, deg=0.000]
Ep 026/100 [S2:+mat]:  73%|██▏| 192/264 [04:52<01:50,  1.53s/it, loss=0.001, mat=0.002, sens=3.158, deg=0.000]
Ep 026/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:50,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  73%|██▏| 193/264 [04:53<01:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  73%|██▏| 194/264 [04:55<01:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:46,  1.52s/it, loss=0.002, mat=0.003, sens=2.941, deg=0.000]
Ep 026/100 [S2:+mat]:  74%|██▏| 195/264 [04:56<01:44,  1.52s/it, loss=0.002, mat=0.003, sens=2.941, deg=0.000]
Ep 026/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:44,  1.52s/it, loss=0.002, mat=0.003, sens=5.406, deg=0.000]
Ep 026/100 [S2:+mat]:  74%|██▏| 196/264 [04:58<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=5.406, deg=0.000]
Ep 026/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:43,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  75%|██▏| 197/264 [04:59<01:41,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:41,  1.51s/it, loss=0.002, mat=0.003, sens=2.145, deg=0.000]
Ep 026/100 [S2:+mat]:  75%|██▎| 198/264 [05:01<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=2.145, deg=0.000]
Ep 026/100 [S2:+mat]:  75%|██▎| 198/264 [05:02<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=4.745, deg=0.000]
Ep 026/100 [S2:+mat]:  75%|██▎| 199/264 [05:02<01:39,  1.52s/it, loss=0.002, mat=0.003, sens=4.745, deg=0.000]
Ep 026/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:39,  1.52s/it, loss=0.001, mat=0.002, sens=0.984, deg=0.000]
Ep 026/100 [S2:+mat]:  76%|██▎| 200/264 [05:04<01:37,  1.52s/it, loss=0.001, mat=0.002, sens=0.984, deg=0.000]
Ep 026/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  76%|██▎| 201/264 [05:05<01:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:35,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  77%|██▎| 202/264 [05:07<01:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:34,  1.52s/it, loss=0.002, mat=0.002, sens=2.072, deg=0.000]
Ep 026/100 [S2:+mat]:  77%|██▎| 203/264 [05:08<01:32,  1.52s/it, loss=0.002, mat=0.002, sens=2.072, deg=0.000]
Ep 026/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.52s/it, loss=0.003, mat=0.002, sens=0.887, deg=0.000]
Ep 026/100 [S2:+mat]:  77%|██▎| 204/264 [05:10<01:30,  1.51s/it, loss=0.003, mat=0.002, sens=0.887, deg=0.000]
Ep 026/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:30,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  78%|██▎| 205/264 [05:11<01:29,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:29,  1.51s/it, loss=0.002, mat=0.004, sens=3.964, deg=0.000]
Ep 026/100 [S2:+mat]:  78%|██▎| 206/264 [05:13<01:28,  1.53s/it, loss=0.002, mat=0.004, sens=3.964, deg=0.000]
Ep 026/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:28,  1.53s/it, loss=0.003, mat=0.004, sens=3.297, deg=0.000]
Ep 026/100 [S2:+mat]:  78%|██▎| 207/264 [05:14<01:26,  1.52s/it, loss=0.003, mat=0.004, sens=3.297, deg=0.000]
Ep 026/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.930, deg=0.000]
Ep 026/100 [S2:+mat]:  79%|██▎| 208/264 [05:16<01:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.930, deg=0.000]
Ep 026/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:25,  1.52s/it, loss=0.001, mat=0.002, sens=1.047, deg=0.000]
Ep 026/100 [S2:+mat]:  79%|██▍| 209/264 [05:17<01:23,  1.52s/it, loss=0.001, mat=0.002, sens=1.047, deg=0.000]
Ep 026/100 [S2:+mat]:  79%|██▍| 209/264 [05:19<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=1.523, deg=0.000]
Ep 026/100 [S2:+mat]:  80%|██▍| 210/264 [05:19<01:21,  1.51s/it, loss=0.002, mat=0.003, sens=1.523, deg=0.000]
Ep 026/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  80%|██▍| 211/264 [05:20<01:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  80%|██▍| 211/264 [05:22<01:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  80%|██▍| 212/264 [05:22<01:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.817, deg=0.000]
Ep 026/100 [S2:+mat]:  81%|██▍| 213/264 [05:23<01:17,  1.51s/it, loss=0.001, mat=0.002, sens=0.817, deg=0.000]
Ep 026/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:17,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  81%|██▍| 214/264 [05:25<01:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  81%|██▍| 215/264 [05:26<01:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  81%|██▍| 215/264 [05:28<01:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.806, deg=0.000]
Ep 026/100 [S2:+mat]:  82%|██▍| 216/264 [05:28<01:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.806, deg=0.000]
Ep 026/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  82%|██▍| 217/264 [05:29<01:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  82%|██▍| 217/264 [05:31<01:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  83%|██▍| 218/264 [05:31<01:10,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:10,  1.53s/it, loss=0.002, mat=0.003, sens=1.148, deg=0.000]
Ep 026/100 [S2:+mat]:  83%|██▍| 219/264 [05:33<01:08,  1.52s/it, loss=0.002, mat=0.003, sens=1.148, deg=0.000]
Ep 026/100 [S2:+mat]:  83%|██▍| 219/264 [05:34<01:08,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  83%|██▌| 220/264 [05:34<01:06,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  84%|██▌| 221/264 [05:36<01:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  84%|██▌| 221/264 [05:37<01:05,  1.51s/it, loss=0.003, mat=0.003, sens=1.399, deg=0.000]
Ep 026/100 [S2:+mat]:  84%|██▌| 222/264 [05:37<01:03,  1.51s/it, loss=0.003, mat=0.003, sens=1.399, deg=0.000]
Ep 026/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:03,  1.51s/it, loss=0.002, mat=0.003, sens=3.541, deg=0.000]
Ep 026/100 [S2:+mat]:  84%|██▌| 223/264 [05:39<01:01,  1.51s/it, loss=0.002, mat=0.003, sens=3.541, deg=0.000]
Ep 026/100 [S2:+mat]:  84%|██▌| 223/264 [05:40<01:01,  1.51s/it, loss=0.002, mat=0.002, sens=1.055, deg=0.000]
Ep 026/100 [S2:+mat]:  85%|██▌| 224/264 [05:40<01:00,  1.52s/it, loss=0.002, mat=0.002, sens=1.055, deg=0.000]
Ep 026/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:00,  1.52s/it, loss=0.002, mat=0.003, sens=1.800, deg=0.000]
Ep 026/100 [S2:+mat]:  85%|██▌| 225/264 [05:42<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=1.800, deg=0.000]
Ep 026/100 [S2:+mat]:  85%|██▌| 225/264 [05:43<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  86%|██▌| 226/264 [05:43<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:57,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  86%|██▌| 227/264 [05:45<00:55,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  86%|██▌| 227/264 [05:46<00:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.889, deg=0.000]
Ep 026/100 [S2:+mat]:  86%|██▌| 228/264 [05:46<00:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.889, deg=0.000]
Ep 026/100 [S2:+mat]:  86%|██▌| 228/264 [05:48<00:54,  1.51s/it, loss=0.002, mat=0.002, sens=0.795, deg=0.000]
Ep 026/100 [S2:+mat]:  87%|██▌| 229/264 [05:48<00:52,  1.51s/it, loss=0.002, mat=0.002, sens=0.795, deg=0.000]
Ep 026/100 [S2:+mat]:  87%|██▌| 229/264 [05:49<00:52,  1.51s/it, loss=0.002, mat=0.002, sens=0.867, deg=0.000]
Ep 026/100 [S2:+mat]:  87%|██▌| 230/264 [05:49<00:51,  1.51s/it, loss=0.002, mat=0.002, sens=0.867, deg=0.000]
Ep 026/100 [S2:+mat]:  87%|██▌| 230/264 [05:51<00:51,  1.51s/it, loss=0.004, mat=0.004, sens=0.846, deg=0.000]
Ep 026/100 [S2:+mat]:  88%|██▋| 231/264 [05:51<00:49,  1.50s/it, loss=0.004, mat=0.004, sens=0.846, deg=0.000]
Ep 026/100 [S2:+mat]:  88%|██▋| 231/264 [05:52<00:49,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  88%|██▋| 232/264 [05:52<00:48,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  88%|██▋| 232/264 [05:54<00:48,  1.50s/it, loss=0.003, mat=0.002, sens=0.826, deg=0.000]
Ep 026/100 [S2:+mat]:  88%|██▋| 233/264 [05:54<00:46,  1.50s/it, loss=0.003, mat=0.002, sens=0.826, deg=0.000]
Ep 026/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:46,  1.50s/it, loss=0.002, mat=0.003, sens=3.305, deg=0.000]
Ep 026/100 [S2:+mat]:  89%|██▋| 234/264 [05:55<00:45,  1.50s/it, loss=0.002, mat=0.003, sens=3.305, deg=0.000]
Ep 026/100 [S2:+mat]:  89%|██▋| 234/264 [05:57<00:45,  1.50s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 026/100 [S2:+mat]:  89%|██▋| 235/264 [05:57<00:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 026/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:43,  1.51s/it, loss=0.001, mat=0.002, sens=0.884, deg=0.000]
Ep 026/100 [S2:+mat]:  89%|██▋| 236/264 [05:58<00:42,  1.53s/it, loss=0.001, mat=0.002, sens=0.884, deg=0.000]
Ep 026/100 [S2:+mat]:  89%|██▋| 236/264 [06:00<00:42,  1.53s/it, loss=0.002, mat=0.004, sens=4.036, deg=0.000]
Ep 026/100 [S2:+mat]:  90%|██▋| 237/264 [06:00<00:41,  1.53s/it, loss=0.002, mat=0.004, sens=4.036, deg=0.000]
Ep 026/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  90%|██▋| 238/264 [06:01<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  90%|██▋| 238/264 [06:03<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  91%|██▋| 239/264 [06:03<00:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:37,  1.52s/it, loss=0.001, mat=0.002, sens=1.177, deg=0.000]
Ep 026/100 [S2:+mat]:  91%|██▋| 240/264 [06:04<00:36,  1.51s/it, loss=0.001, mat=0.002, sens=1.177, deg=0.000]
Ep 026/100 [S2:+mat]:  91%|██▋| 240/264 [06:06<00:36,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  91%|██▋| 241/264 [06:06<00:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:34,  1.51s/it, loss=0.002, mat=0.003, sens=3.600, deg=0.000]
Ep 026/100 [S2:+mat]:  92%|██▊| 242/264 [06:07<00:33,  1.51s/it, loss=0.002, mat=0.003, sens=3.600, deg=0.000]
Ep 026/100 [S2:+mat]:  92%|██▊| 242/264 [06:09<00:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  92%|██▊| 243/264 [06:09<00:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.983, deg=0.000]
Ep 026/100 [S2:+mat]:  92%|██▊| 244/264 [06:10<00:30,  1.51s/it, loss=0.001, mat=0.002, sens=0.983, deg=0.000]
Ep 026/100 [S2:+mat]:  92%|██▊| 244/264 [06:12<00:30,  1.51s/it, loss=0.002, mat=0.003, sens=2.646, deg=0.000]
Ep 026/100 [S2:+mat]:  93%|██▊| 245/264 [06:12<00:28,  1.51s/it, loss=0.002, mat=0.003, sens=2.646, deg=0.000]
Ep 026/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.002, mat=0.002, sens=3.708, deg=0.000]
Ep 026/100 [S2:+mat]:  93%|██▊| 246/264 [06:13<00:27,  1.51s/it, loss=0.002, mat=0.002, sens=3.708, deg=0.000]
Ep 026/100 [S2:+mat]:  93%|██▊| 246/264 [06:15<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=2.986, deg=0.000]
Ep 026/100 [S2:+mat]:  94%|██▊| 247/264 [06:15<00:25,  1.51s/it, loss=0.002, mat=0.003, sens=2.986, deg=0.000]
Ep 026/100 [S2:+mat]:  94%|██▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  94%|██▊| 248/264 [06:16<00:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  94%|██▊| 248/264 [06:18<00:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  94%|██▊| 249/264 [06:18<00:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  94%|██▊| 249/264 [06:19<00:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  95%|██▊| 250/264 [06:19<00:21,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  95%|██▊| 250/264 [06:21<00:21,  1.52s/it, loss=0.002, mat=0.002, sens=1.114, deg=0.000]
Ep 026/100 [S2:+mat]:  95%|██▊| 251/264 [06:21<00:20,  1.54s/it, loss=0.002, mat=0.002, sens=1.114, deg=0.000]
Ep 026/100 [S2:+mat]:  95%|██▊| 251/264 [06:23<00:20,  1.54s/it, loss=0.002, mat=0.003, sens=3.164, deg=0.000]
Ep 026/100 [S2:+mat]:  95%|██▊| 252/264 [06:23<00:18,  1.53s/it, loss=0.002, mat=0.003, sens=3.164, deg=0.000]
Ep 026/100 [S2:+mat]:  95%|██▊| 252/264 [06:24<00:18,  1.53s/it, loss=0.002, mat=0.003, sens=1.931, deg=0.000]
Ep 026/100 [S2:+mat]:  96%|██▉| 253/264 [06:24<00:16,  1.52s/it, loss=0.002, mat=0.003, sens=1.931, deg=0.000]
Ep 026/100 [S2:+mat]:  96%|██▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  96%|██▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  96%|██▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  97%|██▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  97%|██▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  97%|██▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  97%|██▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  97%|██▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  97%|██▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.001, mat=0.002, sens=1.892, deg=0.000]
Ep 026/100 [S2:+mat]:  98%|██▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.001, mat=0.002, sens=1.892, deg=0.000]
Ep 026/100 [S2:+mat]:  98%|██▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  98%|██▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  98%|██▉| 259/264 [06:35<00:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  98%|██▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 026/100 [S2:+mat]:  98%|██▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.813, deg=0.000]
Ep 026/100 [S2:+mat]:  99%|██▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.001, mat=0.002, sens=0.813, deg=0.000]
Ep 026/100 [S2:+mat]:  99%|██▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=1.722, deg=0.000]
Ep 026/100 [S2:+mat]:  99%|██▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=1.722, deg=0.000]
Ep 026/100 [S2:+mat]:  99%|██▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.821, deg=0.000]
Ep 026/100 [S2:+mat]: 100%|██▉| 263/264 [06:39<00:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.821, deg=0.000]
Ep 026/100 [S2:+mat]: 100%|██▉| 263/264 [06:41<00:01,  1.53s/it, loss=0.001, mat=0.002, sens=0.984, deg=0.000]
Ep 026/100 [S2:+mat]: 100%|███| 264/264 [06:41<00:00,  1.52s/it, loss=0.001, mat=0.002, sens=0.984, deg=0.000]
                                                                                                              
Epoch 026/100 [S2:+mat]  loss=0.0018  mat=0.0027  sens=0.9796  deg=0.0000  orth=0.0004  α=0.5 β=0.0 γ=0.5  401s

Ep 027/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 027/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.002, sens=0.856, deg=0.000]
Ep 027/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:10,  2.09s/it, loss=0.001, mat=0.002, sens=0.856, deg=0.000]
Ep 027/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:10,  2.09s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:37,  1.75s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:37,  1.75s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:06,  1.63s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:06,  1.63s/it, loss=0.001, mat=0.002, sens=0.811, deg=0.000]
Ep 027/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:51,  1.58s/it, loss=0.001, mat=0.002, sens=0.811, deg=0.000]
Ep 027/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:51,  1.58s/it, loss=0.002, mat=0.003, sens=1.029, deg=0.000]
Ep 027/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:42,  1.55s/it, loss=0.002, mat=0.003, sens=1.029, deg=0.000]
Ep 027/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:42,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:36,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:36,  1.54s/it, loss=0.002, mat=0.003, sens=2.749, deg=0.000]
Ep 027/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:33,  1.53s/it, loss=0.002, mat=0.003, sens=2.749, deg=0.000]
Ep 027/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:33,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:33,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:33,  1.54s/it, loss=0.001, mat=0.002, sens=2.238, deg=0.000]
Ep 027/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:30,  1.53s/it, loss=0.001, mat=0.002, sens=2.238, deg=0.000]
Ep 027/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.888, deg=0.000]
Ep 027/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.888, deg=0.000]
Ep 027/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:24,  1.52s/it, loss=0.002, mat=0.003, sens=3.721, deg=0.000]
Ep 027/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:30,  1.55s/it, loss=0.002, mat=0.003, sens=3.721, deg=0.000]
Ep 027/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:30,  1.55s/it, loss=0.002, mat=0.003, sens=0.901, deg=0.000]
Ep 027/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:26,  1.54s/it, loss=0.002, mat=0.003, sens=0.901, deg=0.000]
Ep 027/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:26,  1.54s/it, loss=0.001, mat=0.002, sens=0.829, deg=0.000]
Ep 027/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:21,  1.53s/it, loss=0.001, mat=0.002, sens=0.829, deg=0.000]
Ep 027/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:21,  1.53s/it, loss=0.001, mat=0.002, sens=1.041, deg=0.000]
Ep 027/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:18,  1.52s/it, loss=0.001, mat=0.002, sens=1.041, deg=0.000]
Ep 027/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.792, deg=0.000]
Ep 027/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.792, deg=0.000]
Ep 027/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:15,  1.52s/it, loss=0.001, mat=0.002, sens=0.820, deg=0.000]
Ep 027/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.820, deg=0.000]
Ep 027/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:11,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:09,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.823, deg=0.000]
Ep 027/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:08,  1.51s/it, loss=0.001, mat=0.002, sens=0.823, deg=0.000]
Ep 027/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.853, deg=0.000]
Ep 027/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.853, deg=0.000]
Ep 027/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   8%|▎   | 22/264 [00:33<06:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.828, deg=0.000]
Ep 027/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.828, deg=0.000]
Ep 027/100 [S2:+mat]:   9%|▎   | 23/264 [00:36<06:02,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   9%|▎   | 24/264 [00:36<06:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.810, deg=0.000]
Ep 027/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<05:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.810, deg=0.000]
Ep 027/100 [S2:+mat]:   9%|▍   | 25/264 [00:39<05:59,  1.51s/it, loss=0.001, mat=0.002, sens=1.189, deg=0.000]
Ep 027/100 [S2:+mat]:  10%|▍   | 26/264 [00:39<05:58,  1.51s/it, loss=0.001, mat=0.002, sens=1.189, deg=0.000]
Ep 027/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<05:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<05:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  10%|▍   | 27/264 [00:42<05:56,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  11%|▍   | 28/264 [00:42<05:55,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:55,  1.51s/it, loss=0.001, mat=0.002, sens=4.049, deg=0.000]
Ep 027/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:53,  1.50s/it, loss=0.001, mat=0.002, sens=4.049, deg=0.000]
Ep 027/100 [S2:+mat]:  11%|▍   | 29/264 [00:45<05:53,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  11%|▍   | 30/264 [00:45<05:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.833, deg=0.000]
Ep 027/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.833, deg=0.000]
Ep 027/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:54,  1.52s/it, loss=0.002, mat=0.003, sens=4.243, deg=0.000]
Ep 027/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:54,  1.53s/it, loss=0.002, mat=0.003, sens=4.243, deg=0.000]
Ep 027/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:54,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:52,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:52,  1.53s/it, loss=0.001, mat=0.002, sens=0.883, deg=0.000]
Ep 027/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:49,  1.52s/it, loss=0.001, mat=0.002, sens=0.883, deg=0.000]
Ep 027/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.993, deg=0.000]
Ep 027/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.993, deg=0.000]
Ep 027/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:45,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:45,  1.51s/it, loss=0.002, mat=0.002, sens=0.866, deg=0.000]
Ep 027/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:43,  1.51s/it, loss=0.002, mat=0.002, sens=0.866, deg=0.000]
Ep 027/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:43,  1.51s/it, loss=0.001, mat=0.002, sens=0.804, deg=0.000]
Ep 027/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:41,  1.51s/it, loss=0.001, mat=0.002, sens=0.804, deg=0.000]
Ep 027/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:41,  1.51s/it, loss=0.002, mat=0.003, sens=1.103, deg=0.000]
Ep 027/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:39,  1.51s/it, loss=0.002, mat=0.003, sens=1.103, deg=0.000]
Ep 027/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:39,  1.51s/it, loss=0.002, mat=0.003, sens=3.212, deg=0.000]
Ep 027/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:37,  1.51s/it, loss=0.002, mat=0.003, sens=3.212, deg=0.000]
Ep 027/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:37,  1.51s/it, loss=0.002, mat=0.004, sens=1.138, deg=0.000]
Ep 027/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:36,  1.51s/it, loss=0.002, mat=0.004, sens=1.138, deg=0.000]
Ep 027/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:36,  1.51s/it, loss=0.002, mat=0.004, sens=1.386, deg=0.000]
Ep 027/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:34,  1.51s/it, loss=0.002, mat=0.004, sens=1.386, deg=0.000]
Ep 027/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:34,  1.51s/it, loss=0.002, mat=0.003, sens=1.774, deg=0.000]
Ep 027/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:32,  1.51s/it, loss=0.002, mat=0.003, sens=1.774, deg=0.000]
Ep 027/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:32,  1.51s/it, loss=0.002, mat=0.003, sens=1.426, deg=0.000]
Ep 027/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:31,  1.51s/it, loss=0.002, mat=0.003, sens=1.426, deg=0.000]
Ep 027/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:31,  1.51s/it, loss=0.002, mat=0.003, sens=2.148, deg=0.000]
Ep 027/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:35,  1.53s/it, loss=0.002, mat=0.003, sens=2.148, deg=0.000]
Ep 027/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:35,  1.53s/it, loss=0.001, mat=0.003, sens=3.337, deg=0.000]
Ep 027/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:32,  1.53s/it, loss=0.001, mat=0.003, sens=3.337, deg=0.000]
Ep 027/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:32,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:29,  1.52s/it, loss=0.002, mat=0.003, sens=3.973, deg=0.000]
Ep 027/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:27,  1.52s/it, loss=0.002, mat=0.003, sens=3.973, deg=0.000]
Ep 027/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:27,  1.52s/it, loss=0.001, mat=0.002, sens=3.896, deg=0.000]
Ep 027/100 [S2:+mat]:  19%|▋   | 49/264 [01:14<05:25,  1.52s/it, loss=0.001, mat=0.002, sens=3.896, deg=0.000]
Ep 027/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.992, deg=0.000]
Ep 027/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:23,  1.51s/it, loss=0.001, mat=0.002, sens=0.992, deg=0.000]
Ep 027/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:23,  1.51s/it, loss=0.001, mat=0.002, sens=2.592, deg=0.000]
Ep 027/100 [S2:+mat]:  19%|▊   | 51/264 [01:17<05:22,  1.51s/it, loss=0.001, mat=0.002, sens=2.592, deg=0.000]
Ep 027/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:20,  1.51s/it, loss=0.002, mat=0.003, sens=1.206, deg=0.000]
Ep 027/100 [S2:+mat]:  20%|▊   | 53/264 [01:20<05:18,  1.51s/it, loss=0.002, mat=0.003, sens=1.206, deg=0.000]
Ep 027/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  21%|▊   | 55/264 [01:23<05:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  21%|▊   | 56/264 [01:26<05:15,  1.52s/it, loss=0.002, mat=0.003, sens=3.162, deg=0.000]
Ep 027/100 [S2:+mat]:  22%|▊   | 57/264 [01:26<05:18,  1.54s/it, loss=0.002, mat=0.003, sens=3.162, deg=0.000]
Ep 027/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:18,  1.54s/it, loss=0.002, mat=0.002, sens=0.959, deg=0.000]
Ep 027/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:15,  1.53s/it, loss=0.002, mat=0.002, sens=0.959, deg=0.000]
Ep 027/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:15,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  22%|▉   | 59/264 [01:29<05:11,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:11,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  23%|▉   | 60/264 [01:32<05:09,  1.52s/it, loss=0.002, mat=0.003, sens=2.105, deg=0.000]
Ep 027/100 [S2:+mat]:  23%|▉   | 61/264 [01:32<05:07,  1.52s/it, loss=0.002, mat=0.003, sens=2.105, deg=0.000]
Ep 027/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:07,  1.52s/it, loss=0.001, mat=0.002, sens=0.810, deg=0.000]
Ep 027/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:06,  1.52s/it, loss=0.001, mat=0.002, sens=0.810, deg=0.000]
Ep 027/100 [S2:+mat]:  23%|▉   | 62/264 [01:35<05:06,  1.52s/it, loss=0.002, mat=0.003, sens=7.223, deg=0.000]
Ep 027/100 [S2:+mat]:  24%|▉   | 63/264 [01:35<05:04,  1.51s/it, loss=0.002, mat=0.003, sens=7.223, deg=0.000]
Ep 027/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:02,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:02,  1.51s/it, loss=0.002, mat=0.003, sens=4.106, deg=0.000]
Ep 027/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:00,  1.51s/it, loss=0.002, mat=0.003, sens=4.106, deg=0.000]
Ep 027/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:00,  1.51s/it, loss=0.001, mat=0.002, sens=3.434, deg=0.000]
Ep 027/100 [S2:+mat]:  25%|█   | 66/264 [01:40<04:59,  1.51s/it, loss=0.001, mat=0.002, sens=3.434, deg=0.000]
Ep 027/100 [S2:+mat]:  25%|█   | 66/264 [01:42<04:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:57,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:57,  1.51s/it, loss=0.001, mat=0.002, sens=0.886, deg=0.000]
Ep 027/100 [S2:+mat]:  26%|█   | 68/264 [01:43<04:55,  1.51s/it, loss=0.001, mat=0.002, sens=0.886, deg=0.000]
Ep 027/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:54,  1.51s/it, loss=0.002, mat=0.004, sens=2.298, deg=0.000]
Ep 027/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:53,  1.51s/it, loss=0.002, mat=0.004, sens=2.298, deg=0.000]
Ep 027/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:53,  1.51s/it, loss=0.001, mat=0.002, sens=2.219, deg=0.000]
Ep 027/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:51,  1.51s/it, loss=0.001, mat=0.002, sens=2.219, deg=0.000]
Ep 027/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:51,  1.51s/it, loss=0.002, mat=0.003, sens=1.044, deg=0.000]
Ep 027/100 [S2:+mat]:  27%|█   | 72/264 [01:49<04:49,  1.51s/it, loss=0.002, mat=0.003, sens=1.044, deg=0.000]
Ep 027/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:49,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:48,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:48,  1.51s/it, loss=0.002, mat=0.004, sens=0.846, deg=0.000]
Ep 027/100 [S2:+mat]:  28%|█   | 74/264 [01:52<04:46,  1.51s/it, loss=0.002, mat=0.004, sens=0.846, deg=0.000]
Ep 027/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:49,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:49,  1.53s/it, loss=0.002, mat=0.002, sens=6.871, deg=0.000]
Ep 027/100 [S2:+mat]:  29%|█▏  | 76/264 [01:55<04:46,  1.52s/it, loss=0.002, mat=0.002, sens=6.871, deg=0.000]
Ep 027/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:44,  1.52s/it, loss=0.002, mat=0.003, sens=1.031, deg=0.000]
Ep 027/100 [S2:+mat]:  30%|█▏  | 78/264 [01:58<04:42,  1.52s/it, loss=0.002, mat=0.003, sens=1.031, deg=0.000]
Ep 027/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:42,  1.52s/it, loss=0.001, mat=0.002, sens=3.367, deg=0.000]
Ep 027/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:40,  1.52s/it, loss=0.001, mat=0.002, sens=3.367, deg=0.000]
Ep 027/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:40,  1.52s/it, loss=0.001, mat=0.003, sens=1.043, deg=0.000]
Ep 027/100 [S2:+mat]:  30%|█▏  | 80/264 [02:01<04:38,  1.52s/it, loss=0.001, mat=0.003, sens=1.043, deg=0.000]
Ep 027/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.858, deg=0.000]
Ep 027/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.858, deg=0.000]
Ep 027/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  31%|█▏  | 82/264 [02:04<04:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:36,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:34,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  32%|█▎  | 84/264 [02:07<04:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:32,  1.52s/it, loss=0.002, mat=0.004, sens=0.803, deg=0.000]
Ep 027/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:30,  1.51s/it, loss=0.002, mat=0.004, sens=0.803, deg=0.000]
Ep 027/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:30,  1.51s/it, loss=0.001, mat=0.002, sens=0.814, deg=0.000]
Ep 027/100 [S2:+mat]:  33%|█▎  | 86/264 [02:10<04:29,  1.51s/it, loss=0.001, mat=0.002, sens=0.814, deg=0.000]
Ep 027/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  33%|█▎  | 87/264 [02:13<04:27,  1.51s/it, loss=0.001, mat=0.002, sens=2.347, deg=0.000]
Ep 027/100 [S2:+mat]:  33%|█▎  | 88/264 [02:13<04:26,  1.51s/it, loss=0.001, mat=0.002, sens=2.347, deg=0.000]
Ep 027/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:26,  1.51s/it, loss=0.001, mat=0.002, sens=1.607, deg=0.000]
Ep 027/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:28,  1.53s/it, loss=0.001, mat=0.002, sens=1.607, deg=0.000]
Ep 027/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:28,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  34%|█▎  | 90/264 [02:16<04:25,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:25,  1.53s/it, loss=0.002, mat=0.003, sens=1.862, deg=0.000]
Ep 027/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:22,  1.52s/it, loss=0.002, mat=0.003, sens=1.862, deg=0.000]
Ep 027/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  35%|█▍  | 92/264 [02:19<04:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:20,  1.52s/it, loss=0.002, mat=0.003, sens=2.856, deg=0.000]
Ep 027/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:19,  1.52s/it, loss=0.002, mat=0.003, sens=2.856, deg=0.000]
Ep 027/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  36%|█▍  | 94/264 [02:22<04:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  36%|█▍  | 95/264 [02:24<04:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:15,  1.51s/it, loss=0.001, mat=0.002, sens=1.368, deg=0.000]
Ep 027/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:14,  1.51s/it, loss=0.001, mat=0.002, sens=1.368, deg=0.000]
Ep 027/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:14,  1.51s/it, loss=0.002, mat=0.003, sens=3.161, deg=0.000]
Ep 027/100 [S2:+mat]:  37%|█▍  | 97/264 [02:27<04:12,  1.51s/it, loss=0.002, mat=0.003, sens=3.161, deg=0.000]
Ep 027/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  38%|█▌  | 99/264 [02:30<04:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:09,  1.51s/it, loss=0.002, mat=0.004, sens=0.951, deg=0.000]
Ep 027/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.951, deg=0.000]
Ep 027/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:07,  1.51s/it, loss=0.002, mat=0.003, sens=1.449, deg=0.000]
Ep 027/100 [S2:+mat]:  38%|█▏ | 101/264 [02:33<04:10,  1.53s/it, loss=0.002, mat=0.003, sens=1.449, deg=0.000]
Ep 027/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:10,  1.53s/it, loss=0.001, mat=0.003, sens=3.335, deg=0.000]
Ep 027/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:07,  1.53s/it, loss=0.001, mat=0.003, sens=3.335, deg=0.000]
Ep 027/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:07,  1.53s/it, loss=0.002, mat=0.004, sens=0.898, deg=0.000]
Ep 027/100 [S2:+mat]:  39%|█▏ | 103/264 [02:36<04:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.898, deg=0.000]
Ep 027/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:04,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  39%|█▏ | 104/264 [02:38<04:03,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  40%|█▏ | 105/264 [02:39<04:03,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:03,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<04:01,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:01,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  41%|█▏ | 107/264 [02:42<03:58,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:58,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:56,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:56,  1.51s/it, loss=0.002, mat=0.003, sens=2.264, deg=0.000]
Ep 027/100 [S2:+mat]:  41%|█▏ | 109/264 [02:45<03:54,  1.51s/it, loss=0.002, mat=0.003, sens=2.264, deg=0.000]
Ep 027/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:54,  1.51s/it, loss=0.002, mat=0.003, sens=5.215, deg=0.000]
Ep 027/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:52,  1.51s/it, loss=0.002, mat=0.003, sens=5.215, deg=0.000]
Ep 027/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:52,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  42%|█▎ | 111/264 [02:48<03:51,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:51,  1.51s/it, loss=0.001, mat=0.002, sens=2.767, deg=0.000]
Ep 027/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:49,  1.51s/it, loss=0.001, mat=0.002, sens=2.767, deg=0.000]
Ep 027/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:49,  1.51s/it, loss=0.001, mat=0.002, sens=1.214, deg=0.000]
Ep 027/100 [S2:+mat]:  43%|█▎ | 113/264 [02:51<03:47,  1.51s/it, loss=0.001, mat=0.002, sens=1.214, deg=0.000]
Ep 027/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:47,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:46,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:46,  1.51s/it, loss=0.001, mat=0.002, sens=0.986, deg=0.000]
Ep 027/100 [S2:+mat]:  44%|█▎ | 115/264 [02:54<03:45,  1.51s/it, loss=0.001, mat=0.002, sens=0.986, deg=0.000]
Ep 027/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:45,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  44%|█▎ | 116/264 [02:56<03:43,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:43,  1.51s/it, loss=0.001, mat=0.003, sens=3.185, deg=0.000]
Ep 027/100 [S2:+mat]:  44%|█▎ | 117/264 [02:57<03:42,  1.51s/it, loss=0.001, mat=0.003, sens=3.185, deg=0.000]
Ep 027/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.805, deg=0.000]
Ep 027/100 [S2:+mat]:  45%|█▎ | 118/264 [02:59<03:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.805, deg=0.000]
Ep 027/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.989, deg=0.000]
Ep 027/100 [S2:+mat]:  45%|█▎ | 119/264 [03:00<03:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.989, deg=0.000]
Ep 027/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:42,  1.53s/it, loss=0.002, mat=0.002, sens=0.856, deg=0.000]
Ep 027/100 [S2:+mat]:  45%|█▎ | 120/264 [03:02<03:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.856, deg=0.000]
Ep 027/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:39,  1.52s/it, loss=0.002, mat=0.003, sens=3.567, deg=0.000]
Ep 027/100 [S2:+mat]:  46%|█▍ | 121/264 [03:03<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=3.567, deg=0.000]
Ep 027/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  46%|█▍ | 122/264 [03:05<03:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:35,  1.52s/it, loss=0.001, mat=0.002, sens=1.091, deg=0.000]
Ep 027/100 [S2:+mat]:  47%|█▍ | 123/264 [03:06<03:33,  1.51s/it, loss=0.001, mat=0.002, sens=1.091, deg=0.000]
Ep 027/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:33,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  47%|█▍ | 124/264 [03:08<03:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  47%|█▍ | 124/264 [03:09<03:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  47%|█▍ | 125/264 [03:09<03:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:30,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  48%|█▍ | 126/264 [03:11<03:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:28,  1.51s/it, loss=0.002, mat=0.003, sens=1.726, deg=0.000]
Ep 027/100 [S2:+mat]:  48%|█▍ | 127/264 [03:13<03:27,  1.51s/it, loss=0.002, mat=0.003, sens=1.726, deg=0.000]
Ep 027/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:27,  1.51s/it, loss=0.002, mat=0.003, sens=1.601, deg=0.000]
Ep 027/100 [S2:+mat]:  48%|█▍ | 128/264 [03:14<03:25,  1.51s/it, loss=0.002, mat=0.003, sens=1.601, deg=0.000]
Ep 027/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:25,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  49%|█▍ | 130/264 [03:17<03:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.853, deg=0.000]
Ep 027/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.853, deg=0.000]
Ep 027/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  50%|█▌ | 132/264 [03:20<03:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:19,  1.51s/it, loss=0.002, mat=0.003, sens=1.110, deg=0.000]
Ep 027/100 [S2:+mat]:  50%|█▌ | 133/264 [03:22<03:18,  1.51s/it, loss=0.002, mat=0.003, sens=1.110, deg=0.000]
Ep 027/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  51%|█▌ | 134/264 [03:23<03:19,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:19,  1.53s/it, loss=0.001, mat=0.002, sens=1.510, deg=0.000]
Ep 027/100 [S2:+mat]:  51%|█▌ | 135/264 [03:25<03:16,  1.53s/it, loss=0.001, mat=0.002, sens=1.510, deg=0.000]
Ep 027/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:16,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  52%|█▌ | 136/264 [03:26<03:14,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:14,  1.52s/it, loss=0.001, mat=0.002, sens=3.476, deg=0.000]
Ep 027/100 [S2:+mat]:  52%|█▌ | 137/264 [03:28<03:13,  1.52s/it, loss=0.001, mat=0.002, sens=3.476, deg=0.000]
Ep 027/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:13,  1.52s/it, loss=0.002, mat=0.003, sens=2.443, deg=0.000]
Ep 027/100 [S2:+mat]:  52%|█▌ | 138/264 [03:29<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=2.443, deg=0.000]
Ep 027/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.953, deg=0.000]
Ep 027/100 [S2:+mat]:  53%|█▌ | 139/264 [03:31<03:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.953, deg=0.000]
Ep 027/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:09,  1.51s/it, loss=0.001, mat=0.002, sens=3.279, deg=0.000]
Ep 027/100 [S2:+mat]:  53%|█▌ | 140/264 [03:32<03:07,  1.52s/it, loss=0.001, mat=0.002, sens=3.279, deg=0.000]
Ep 027/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:07,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  53%|█▌ | 141/264 [03:34<03:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:06,  1.51s/it, loss=0.002, mat=0.003, sens=1.016, deg=0.000]
Ep 027/100 [S2:+mat]:  54%|█▌ | 142/264 [03:35<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=1.016, deg=0.000]
Ep 027/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:04,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  54%|█▋ | 143/264 [03:37<03:02,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  54%|█▋ | 143/264 [03:38<03:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.876, deg=0.000]
Ep 027/100 [S2:+mat]:  55%|█▋ | 144/264 [03:38<03:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.876, deg=0.000]
Ep 027/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  55%|█▋ | 145/264 [03:40<02:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  55%|█▋ | 145/264 [03:41<02:59,  1.51s/it, loss=0.001, mat=0.002, sens=3.792, deg=0.000]
Ep 027/100 [S2:+mat]:  55%|█▋ | 146/264 [03:41<03:00,  1.53s/it, loss=0.001, mat=0.002, sens=3.792, deg=0.000]
Ep 027/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<03:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  56%|█▋ | 147/264 [03:43<02:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  56%|█▋ | 147/264 [03:44<02:58,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  56%|█▋ | 148/264 [03:44<02:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:56,  1.52s/it, loss=0.001, mat=0.002, sens=3.616, deg=0.000]
Ep 027/100 [S2:+mat]:  56%|█▋ | 149/264 [03:46<02:54,  1.52s/it, loss=0.001, mat=0.002, sens=3.616, deg=0.000]
Ep 027/100 [S2:+mat]:  56%|█▋ | 149/264 [03:47<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  57%|█▋ | 150/264 [03:47<02:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  57%|█▋ | 151/264 [03:49<02:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  57%|█▋ | 151/264 [03:50<02:50,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  58%|█▋ | 152/264 [03:50<02:48,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  58%|█▋ | 153/264 [03:52<02:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  58%|█▋ | 153/264 [03:53<02:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  58%|█▊ | 154/264 [03:53<02:46,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:46,  1.52s/it, loss=0.001, mat=0.002, sens=4.915, deg=0.000]
Ep 027/100 [S2:+mat]:  59%|█▊ | 155/264 [03:55<02:45,  1.52s/it, loss=0.001, mat=0.002, sens=4.915, deg=0.000]
Ep 027/100 [S2:+mat]:  59%|█▊ | 155/264 [03:56<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  59%|█▊ | 156/264 [03:56<02:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.952, deg=0.000]
Ep 027/100 [S2:+mat]:  59%|█▊ | 157/264 [03:58<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.952, deg=0.000]
Ep 027/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:42,  1.52s/it, loss=0.001, mat=0.002, sens=1.089, deg=0.000]
Ep 027/100 [S2:+mat]:  60%|█▊ | 158/264 [04:00<02:40,  1.51s/it, loss=0.001, mat=0.002, sens=1.089, deg=0.000]
Ep 027/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  60%|█▊ | 159/264 [04:01<02:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:38,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  61%|█▊ | 160/264 [04:03<02:36,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:36,  1.51s/it, loss=0.002, mat=0.004, sens=1.547, deg=0.000]
Ep 027/100 [S2:+mat]:  61%|█▊ | 161/264 [04:04<02:35,  1.51s/it, loss=0.002, mat=0.004, sens=1.547, deg=0.000]
Ep 027/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:35,  1.51s/it, loss=0.002, mat=0.003, sens=3.982, deg=0.000]
Ep 027/100 [S2:+mat]:  61%|█▊ | 162/264 [04:06<02:33,  1.51s/it, loss=0.002, mat=0.003, sens=3.982, deg=0.000]
Ep 027/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.927, deg=0.000]
Ep 027/100 [S2:+mat]:  62%|█▊ | 163/264 [04:07<02:32,  1.51s/it, loss=0.002, mat=0.004, sens=0.927, deg=0.000]
Ep 027/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.841, deg=0.000]
Ep 027/100 [S2:+mat]:  62%|█▊ | 164/264 [04:09<02:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.841, deg=0.000]
Ep 027/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  62%|█▉ | 165/264 [04:10<02:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  63%|█▉ | 166/264 [04:12<02:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  63%|█▉ | 166/264 [04:13<02:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  63%|█▉ | 167/264 [04:13<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.813, deg=0.000]
Ep 027/100 [S2:+mat]:  64%|█▉ | 168/264 [04:15<02:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.813, deg=0.000]
Ep 027/100 [S2:+mat]:  64%|█▉ | 168/264 [04:16<02:25,  1.52s/it, loss=0.001, mat=0.002, sens=1.025, deg=0.000]
Ep 027/100 [S2:+mat]:  64%|█▉ | 169/264 [04:16<02:23,  1.52s/it, loss=0.001, mat=0.002, sens=1.025, deg=0.000]
Ep 027/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.871, deg=0.000]
Ep 027/100 [S2:+mat]:  64%|█▉ | 170/264 [04:18<02:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.871, deg=0.000]
Ep 027/100 [S2:+mat]:  64%|█▉ | 170/264 [04:19<02:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  65%|█▉ | 171/264 [04:19<02:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:20,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  65%|█▉ | 172/264 [04:21<02:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  65%|█▉ | 172/264 [04:22<02:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  66%|█▉ | 173/264 [04:22<02:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:17,  1.51s/it, loss=0.002, mat=0.003, sens=1.018, deg=0.000]
Ep 027/100 [S2:+mat]:  66%|█▉ | 174/264 [04:24<02:16,  1.52s/it, loss=0.002, mat=0.003, sens=1.018, deg=0.000]
Ep 027/100 [S2:+mat]:  66%|█▉ | 174/264 [04:25<02:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.870, deg=0.000]
Ep 027/100 [S2:+mat]:  66%|█▉ | 175/264 [04:25<02:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.870, deg=0.000]
Ep 027/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:14,  1.51s/it, loss=0.002, mat=0.003, sens=3.659, deg=0.000]
Ep 027/100 [S2:+mat]:  67%|██ | 176/264 [04:27<02:13,  1.52s/it, loss=0.002, mat=0.003, sens=3.659, deg=0.000]
Ep 027/100 [S2:+mat]:  67%|██ | 176/264 [04:28<02:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.791, deg=0.000]
Ep 027/100 [S2:+mat]:  67%|██ | 177/264 [04:28<02:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.791, deg=0.000]
Ep 027/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  67%|██ | 178/264 [04:30<02:10,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  67%|██ | 178/264 [04:31<02:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  68%|██ | 179/264 [04:31<02:11,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:11,  1.55s/it, loss=0.001, mat=0.002, sens=1.127, deg=0.000]
Ep 027/100 [S2:+mat]:  68%|██ | 180/264 [04:33<02:08,  1.54s/it, loss=0.001, mat=0.002, sens=1.127, deg=0.000]
Ep 027/100 [S2:+mat]:  68%|██ | 180/264 [04:34<02:08,  1.54s/it, loss=0.002, mat=0.003, sens=0.959, deg=0.000]
Ep 027/100 [S2:+mat]:  69%|██ | 181/264 [04:34<02:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.959, deg=0.000]
Ep 027/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:06,  1.53s/it, loss=0.002, mat=0.002, sens=2.018, deg=0.000]
Ep 027/100 [S2:+mat]:  69%|██ | 182/264 [04:36<02:04,  1.52s/it, loss=0.002, mat=0.002, sens=2.018, deg=0.000]
Ep 027/100 [S2:+mat]:  69%|██ | 182/264 [04:37<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  69%|██ | 183/264 [04:37<02:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:03,  1.52s/it, loss=0.001, mat=0.002, sens=3.701, deg=0.000]
Ep 027/100 [S2:+mat]:  70%|██ | 184/264 [04:39<02:01,  1.52s/it, loss=0.001, mat=0.002, sens=3.701, deg=0.000]
Ep 027/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:01,  1.52s/it, loss=0.002, mat=0.003, sens=3.202, deg=0.000]
Ep 027/100 [S2:+mat]:  70%|██ | 185/264 [04:41<01:59,  1.51s/it, loss=0.002, mat=0.003, sens=3.202, deg=0.000]
Ep 027/100 [S2:+mat]:  70%|██ | 185/264 [04:42<01:59,  1.51s/it, loss=0.001, mat=0.002, sens=3.733, deg=0.000]
Ep 027/100 [S2:+mat]:  70%|██ | 186/264 [04:42<01:57,  1.51s/it, loss=0.001, mat=0.002, sens=3.733, deg=0.000]
Ep 027/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:57,  1.51s/it, loss=0.002, mat=0.003, sens=4.568, deg=0.000]
Ep 027/100 [S2:+mat]:  71%|██▏| 187/264 [04:44<01:56,  1.51s/it, loss=0.002, mat=0.003, sens=4.568, deg=0.000]
Ep 027/100 [S2:+mat]:  71%|██▏| 187/264 [04:45<01:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.979, deg=0.000]
Ep 027/100 [S2:+mat]:  71%|██▏| 188/264 [04:45<01:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.979, deg=0.000]
Ep 027/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:55,  1.52s/it, loss=0.002, mat=0.003, sens=1.086, deg=0.000]
Ep 027/100 [S2:+mat]:  72%|██▏| 189/264 [04:47<01:53,  1.51s/it, loss=0.002, mat=0.003, sens=1.086, deg=0.000]
Ep 027/100 [S2:+mat]:  72%|██▏| 189/264 [04:48<01:53,  1.51s/it, loss=0.001, mat=0.002, sens=1.582, deg=0.000]
Ep 027/100 [S2:+mat]:  72%|██▏| 190/264 [04:48<01:51,  1.51s/it, loss=0.001, mat=0.002, sens=1.582, deg=0.000]
Ep 027/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:51,  1.51s/it, loss=0.002, mat=0.002, sens=1.251, deg=0.000]
Ep 027/100 [S2:+mat]:  72%|██▏| 191/264 [04:50<01:51,  1.53s/it, loss=0.002, mat=0.002, sens=1.251, deg=0.000]
Ep 027/100 [S2:+mat]:  72%|██▏| 191/264 [04:51<01:51,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  73%|██▏| 192/264 [04:51<01:49,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:49,  1.53s/it, loss=0.002, mat=0.003, sens=1.081, deg=0.000]
Ep 027/100 [S2:+mat]:  73%|██▏| 193/264 [04:53<01:47,  1.52s/it, loss=0.002, mat=0.003, sens=1.081, deg=0.000]
Ep 027/100 [S2:+mat]:  73%|██▏| 193/264 [04:54<01:47,  1.52s/it, loss=0.001, mat=0.002, sens=3.350, deg=0.000]
Ep 027/100 [S2:+mat]:  73%|██▏| 194/264 [04:54<01:46,  1.52s/it, loss=0.001, mat=0.002, sens=3.350, deg=0.000]
Ep 027/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  74%|██▏| 195/264 [04:56<01:44,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  74%|██▏| 195/264 [04:57<01:44,  1.51s/it, loss=0.002, mat=0.003, sens=1.391, deg=0.000]
Ep 027/100 [S2:+mat]:  74%|██▏| 196/264 [04:57<01:42,  1.51s/it, loss=0.002, mat=0.003, sens=1.391, deg=0.000]
Ep 027/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:42,  1.51s/it, loss=0.001, mat=0.002, sens=0.963, deg=0.000]
Ep 027/100 [S2:+mat]:  75%|██▏| 197/264 [04:59<01:41,  1.51s/it, loss=0.001, mat=0.002, sens=0.963, deg=0.000]
Ep 027/100 [S2:+mat]:  75%|██▏| 197/264 [05:00<01:41,  1.51s/it, loss=0.002, mat=0.003, sens=3.465, deg=0.000]
Ep 027/100 [S2:+mat]:  75%|██▎| 198/264 [05:00<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=3.465, deg=0.000]
Ep 027/100 [S2:+mat]:  75%|██▎| 198/264 [05:02<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=2.407, deg=0.000]
Ep 027/100 [S2:+mat]:  75%|██▎| 199/264 [05:02<01:38,  1.51s/it, loss=0.002, mat=0.003, sens=2.407, deg=0.000]
Ep 027/100 [S2:+mat]:  75%|██▎| 199/264 [05:03<01:38,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  76%|██▎| 200/264 [05:03<01:36,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:36,  1.51s/it, loss=0.001, mat=0.002, sens=0.807, deg=0.000]
Ep 027/100 [S2:+mat]:  76%|██▎| 201/264 [05:05<01:35,  1.51s/it, loss=0.001, mat=0.002, sens=0.807, deg=0.000]
Ep 027/100 [S2:+mat]:  76%|██▎| 201/264 [05:06<01:35,  1.51s/it, loss=0.002, mat=0.003, sens=1.008, deg=0.000]
Ep 027/100 [S2:+mat]:  77%|██▎| 202/264 [05:06<01:34,  1.52s/it, loss=0.002, mat=0.003, sens=1.008, deg=0.000]
Ep 027/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:34,  1.52s/it, loss=0.002, mat=0.002, sens=1.779, deg=0.000]
Ep 027/100 [S2:+mat]:  77%|██▎| 203/264 [05:08<01:32,  1.52s/it, loss=0.002, mat=0.002, sens=1.779, deg=0.000]
Ep 027/100 [S2:+mat]:  77%|██▎| 203/264 [05:09<01:32,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  77%|██▎| 204/264 [05:09<01:31,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  78%|██▎| 205/264 [05:11<01:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  78%|██▎| 205/264 [05:12<01:29,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  78%|██▎| 206/264 [05:12<01:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  78%|██▎| 207/264 [05:14<01:26,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  78%|██▎| 207/264 [05:15<01:26,  1.51s/it, loss=0.001, mat=0.002, sens=3.801, deg=0.000]
Ep 027/100 [S2:+mat]:  79%|██▎| 208/264 [05:15<01:24,  1.51s/it, loss=0.001, mat=0.002, sens=3.801, deg=0.000]
Ep 027/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  79%|██▍| 209/264 [05:17<01:24,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  79%|██▍| 209/264 [05:18<01:24,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  80%|██▍| 210/264 [05:18<01:22,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:22,  1.53s/it, loss=0.001, mat=0.002, sens=0.886, deg=0.000]
Ep 027/100 [S2:+mat]:  80%|██▍| 211/264 [05:20<01:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.886, deg=0.000]
Ep 027/100 [S2:+mat]:  80%|██▍| 211/264 [05:21<01:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.907, deg=0.000]
Ep 027/100 [S2:+mat]:  80%|██▍| 212/264 [05:21<01:18,  1.52s/it, loss=0.001, mat=0.002, sens=0.907, deg=0.000]
Ep 027/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:18,  1.52s/it, loss=0.002, mat=0.003, sens=3.399, deg=0.000]
Ep 027/100 [S2:+mat]:  81%|██▍| 213/264 [05:23<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=3.399, deg=0.000]
Ep 027/100 [S2:+mat]:  81%|██▍| 213/264 [05:24<01:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.978, deg=0.000]
Ep 027/100 [S2:+mat]:  81%|██▍| 214/264 [05:24<01:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.978, deg=0.000]
Ep 027/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:15,  1.51s/it, loss=0.002, mat=0.003, sens=3.286, deg=0.000]
Ep 027/100 [S2:+mat]:  81%|██▍| 215/264 [05:26<01:14,  1.51s/it, loss=0.002, mat=0.003, sens=3.286, deg=0.000]
Ep 027/100 [S2:+mat]:  81%|██▍| 215/264 [05:28<01:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  82%|██▍| 216/264 [05:28<01:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:12,  1.51s/it, loss=0.002, mat=0.002, sens=1.130, deg=0.000]
Ep 027/100 [S2:+mat]:  82%|██▍| 217/264 [05:29<01:10,  1.51s/it, loss=0.002, mat=0.002, sens=1.130, deg=0.000]
Ep 027/100 [S2:+mat]:  82%|██▍| 217/264 [05:31<01:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  83%|██▍| 218/264 [05:31<01:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  83%|██▍| 218/264 [05:32<01:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  83%|██▍| 219/264 [05:32<01:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  83%|██▍| 219/264 [05:34<01:07,  1.51s/it, loss=0.002, mat=0.002, sens=2.829, deg=0.000]
Ep 027/100 [S2:+mat]:  83%|██▌| 220/264 [05:34<01:06,  1.51s/it, loss=0.002, mat=0.002, sens=2.829, deg=0.000]
Ep 027/100 [S2:+mat]:  83%|██▌| 220/264 [05:35<01:06,  1.51s/it, loss=0.001, mat=0.002, sens=3.470, deg=0.000]
Ep 027/100 [S2:+mat]:  84%|██▌| 221/264 [05:35<01:04,  1.51s/it, loss=0.001, mat=0.002, sens=3.470, deg=0.000]
Ep 027/100 [S2:+mat]:  84%|██▌| 221/264 [05:37<01:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.806, deg=0.000]
Ep 027/100 [S2:+mat]:  84%|██▌| 222/264 [05:37<01:03,  1.51s/it, loss=0.002, mat=0.002, sens=0.806, deg=0.000]
Ep 027/100 [S2:+mat]:  84%|██▌| 222/264 [05:38<01:03,  1.51s/it, loss=0.002, mat=0.003, sens=3.237, deg=0.000]
Ep 027/100 [S2:+mat]:  84%|██▌| 223/264 [05:38<01:01,  1.51s/it, loss=0.002, mat=0.003, sens=3.237, deg=0.000]
Ep 027/100 [S2:+mat]:  84%|██▌| 223/264 [05:40<01:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  85%|██▌| 224/264 [05:40<01:01,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  85%|██▌| 224/264 [05:41<01:01,  1.53s/it, loss=0.002, mat=0.002, sens=2.432, deg=0.000]
Ep 027/100 [S2:+mat]:  85%|██▌| 225/264 [05:41<00:59,  1.52s/it, loss=0.002, mat=0.002, sens=2.432, deg=0.000]
Ep 027/100 [S2:+mat]:  85%|██▌| 225/264 [05:43<00:59,  1.52s/it, loss=0.002, mat=0.004, sens=2.625, deg=0.000]
Ep 027/100 [S2:+mat]:  86%|██▌| 226/264 [05:43<00:57,  1.52s/it, loss=0.002, mat=0.004, sens=2.625, deg=0.000]
Ep 027/100 [S2:+mat]:  86%|██▌| 226/264 [05:44<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  86%|██▌| 227/264 [05:44<00:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  86%|██▌| 227/264 [05:46<00:56,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  86%|██▌| 228/264 [05:46<00:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  86%|██▌| 228/264 [05:47<00:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  87%|██▌| 229/264 [05:47<00:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  87%|██▌| 229/264 [05:49<00:53,  1.52s/it, loss=0.001, mat=0.002, sens=2.764, deg=0.000]
Ep 027/100 [S2:+mat]:  87%|██▌| 230/264 [05:49<00:51,  1.52s/it, loss=0.001, mat=0.002, sens=2.764, deg=0.000]
Ep 027/100 [S2:+mat]:  87%|██▌| 230/264 [05:50<00:51,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  88%|██▋| 231/264 [05:50<00:49,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  88%|██▋| 231/264 [05:52<00:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  88%|██▋| 232/264 [05:52<00:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  88%|██▋| 232/264 [05:53<00:48,  1.51s/it, loss=0.002, mat=0.003, sens=1.034, deg=0.000]
Ep 027/100 [S2:+mat]:  88%|██▋| 233/264 [05:53<00:46,  1.51s/it, loss=0.002, mat=0.003, sens=1.034, deg=0.000]
Ep 027/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:46,  1.51s/it, loss=0.001, mat=0.002, sens=1.094, deg=0.000]
Ep 027/100 [S2:+mat]:  89%|██▋| 234/264 [05:55<00:45,  1.51s/it, loss=0.001, mat=0.002, sens=1.094, deg=0.000]
Ep 027/100 [S2:+mat]:  89%|██▋| 234/264 [05:56<00:45,  1.51s/it, loss=0.002, mat=0.003, sens=2.239, deg=0.000]
Ep 027/100 [S2:+mat]:  89%|██▋| 235/264 [05:56<00:43,  1.51s/it, loss=0.002, mat=0.003, sens=2.239, deg=0.000]
Ep 027/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:43,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  89%|██▋| 236/264 [05:58<00:42,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  89%|██▋| 236/264 [05:59<00:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.895, deg=0.000]
Ep 027/100 [S2:+mat]:  90%|██▋| 237/264 [05:59<00:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.895, deg=0.000]
Ep 027/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:41,  1.52s/it, loss=0.002, mat=0.003, sens=3.396, deg=0.000]
Ep 027/100 [S2:+mat]:  90%|██▋| 238/264 [06:01<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=3.396, deg=0.000]
Ep 027/100 [S2:+mat]:  90%|██▋| 238/264 [06:02<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.875, deg=0.000]
Ep 027/100 [S2:+mat]:  91%|██▋| 239/264 [06:02<00:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.875, deg=0.000]
Ep 027/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:37,  1.52s/it, loss=0.001, mat=0.002, sens=1.215, deg=0.000]
Ep 027/100 [S2:+mat]:  91%|██▋| 240/264 [06:04<00:36,  1.51s/it, loss=0.001, mat=0.002, sens=1.215, deg=0.000]
Ep 027/100 [S2:+mat]:  91%|██▋| 240/264 [06:05<00:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  91%|██▋| 241/264 [06:05<00:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:34,  1.51s/it, loss=0.002, mat=0.003, sens=2.863, deg=0.000]
Ep 027/100 [S2:+mat]:  92%|██▊| 242/264 [06:07<00:33,  1.51s/it, loss=0.002, mat=0.003, sens=2.863, deg=0.000]
Ep 027/100 [S2:+mat]:  92%|██▊| 242/264 [06:08<00:33,  1.51s/it, loss=0.001, mat=0.002, sens=3.594, deg=0.000]
Ep 027/100 [S2:+mat]:  92%|██▊| 243/264 [06:08<00:31,  1.51s/it, loss=0.001, mat=0.002, sens=3.594, deg=0.000]
Ep 027/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  92%|██▊| 244/264 [06:10<00:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  92%|██▊| 244/264 [06:11<00:30,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  93%|██▊| 245/264 [06:11<00:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  93%|██▊| 246/264 [06:13<00:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  93%|██▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=1.169, deg=0.000]
Ep 027/100 [S2:+mat]:  94%|██▊| 247/264 [06:14<00:25,  1.51s/it, loss=0.002, mat=0.003, sens=1.169, deg=0.000]
Ep 027/100 [S2:+mat]:  94%|██▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.002, mat=0.002, sens=1.487, deg=0.000]
Ep 027/100 [S2:+mat]:  94%|██▊| 248/264 [06:16<00:24,  1.51s/it, loss=0.002, mat=0.002, sens=1.487, deg=0.000]
Ep 027/100 [S2:+mat]:  94%|██▊| 248/264 [06:17<00:24,  1.51s/it, loss=0.001, mat=0.002, sens=0.823, deg=0.000]
Ep 027/100 [S2:+mat]:  94%|██▊| 249/264 [06:17<00:22,  1.51s/it, loss=0.001, mat=0.002, sens=0.823, deg=0.000]
Ep 027/100 [S2:+mat]:  94%|██▊| 249/264 [06:19<00:22,  1.51s/it, loss=0.001, mat=0.002, sens=3.439, deg=0.000]
Ep 027/100 [S2:+mat]:  95%|██▊| 250/264 [06:19<00:21,  1.52s/it, loss=0.001, mat=0.002, sens=3.439, deg=0.000]
Ep 027/100 [S2:+mat]:  95%|██▊| 250/264 [06:21<00:21,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  95%|██▊| 251/264 [06:21<00:19,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  95%|██▊| 251/264 [06:22<00:19,  1.53s/it, loss=0.002, mat=0.003, sens=2.837, deg=0.000]
Ep 027/100 [S2:+mat]:  95%|██▊| 252/264 [06:22<00:18,  1.53s/it, loss=0.002, mat=0.003, sens=2.837, deg=0.000]
Ep 027/100 [S2:+mat]:  95%|██▊| 252/264 [06:24<00:18,  1.53s/it, loss=0.001, mat=0.002, sens=4.187, deg=0.000]
Ep 027/100 [S2:+mat]:  96%|██▉| 253/264 [06:24<00:16,  1.52s/it, loss=0.001, mat=0.002, sens=4.187, deg=0.000]
Ep 027/100 [S2:+mat]:  96%|██▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.001, mat=0.002, sens=0.814, deg=0.000]
Ep 027/100 [S2:+mat]:  96%|██▉| 254/264 [06:25<00:15,  1.52s/it, loss=0.001, mat=0.002, sens=0.814, deg=0.000]
Ep 027/100 [S2:+mat]:  96%|██▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.001, mat=0.002, sens=2.401, deg=0.000]
Ep 027/100 [S2:+mat]:  97%|██▉| 255/264 [06:27<00:13,  1.54s/it, loss=0.001, mat=0.002, sens=2.401, deg=0.000]
Ep 027/100 [S2:+mat]:  97%|██▉| 255/264 [06:28<00:13,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  97%|██▉| 256/264 [06:28<00:12,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  97%|██▉| 256/264 [06:30<00:12,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  97%|██▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  97%|██▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  98%|██▉| 258/264 [06:31<00:09,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  98%|██▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.002, mat=0.002, sens=3.807, deg=0.000]
Ep 027/100 [S2:+mat]:  98%|██▉| 259/264 [06:33<00:07,  1.52s/it, loss=0.002, mat=0.002, sens=3.807, deg=0.000]
Ep 027/100 [S2:+mat]:  98%|██▉| 259/264 [06:34<00:07,  1.52s/it, loss=0.001, mat=0.002, sens=0.944, deg=0.000]
Ep 027/100 [S2:+mat]:  98%|██▉| 260/264 [06:34<00:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.944, deg=0.000]
Ep 027/100 [S2:+mat]:  98%|██▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  99%|██▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]:  99%|██▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.001, mat=0.002, sens=0.869, deg=0.000]
Ep 027/100 [S2:+mat]:  99%|██▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.001, mat=0.002, sens=0.869, deg=0.000]
Ep 027/100 [S2:+mat]:  99%|██▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.858, deg=0.000]
Ep 027/100 [S2:+mat]: 100%|██▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.858, deg=0.000]
Ep 027/100 [S2:+mat]: 100%|██▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 027/100 [S2:+mat]: 100%|███| 264/264 [06:40<00:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 027/100 [S2:+mat]  loss=0.0016  mat=0.0026  sens=1.1821  deg=0.0000  orth=0.0003  α=0.5 β=0.0 γ=0.5  401s

Ep 028/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 028/100 [S2:+mat]:   0%|             | 0/264 [00:01<?, ?it/s, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   0%|     | 1/264 [00:01<08:41,  1.98s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   0%|     | 1/264 [00:03<08:41,  1.98s/it, loss=0.002, mat=0.002, sens=3.040, deg=0.000]
Ep 028/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:25,  1.70s/it, loss=0.002, mat=0.002, sens=3.040, deg=0.000]
Ep 028/100 [S2:+mat]:   1%|     | 2/264 [00:04<07:25,  1.70s/it, loss=0.002, mat=0.003, sens=1.373, deg=0.000]
Ep 028/100 [S2:+mat]:   1%|     | 3/264 [00:04<07:00,  1.61s/it, loss=0.002, mat=0.003, sens=1.373, deg=0.000]
Ep 028/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:00,  1.61s/it, loss=0.002, mat=0.002, sens=1.014, deg=0.000]
Ep 028/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:48,  1.57s/it, loss=0.002, mat=0.002, sens=1.014, deg=0.000]
Ep 028/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:48,  1.57s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:50,  1.59s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:50,  1.59s/it, loss=0.002, mat=0.002, sens=0.893, deg=0.000]
Ep 028/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:42,  1.56s/it, loss=0.002, mat=0.002, sens=0.893, deg=0.000]
Ep 028/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:42,  1.56s/it, loss=0.003, mat=0.003, sens=2.131, deg=0.000]
Ep 028/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:35,  1.54s/it, loss=0.003, mat=0.003, sens=2.131, deg=0.000]
Ep 028/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:35,  1.54s/it, loss=0.002, mat=0.002, sens=7.018, deg=0.000]
Ep 028/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:31,  1.53s/it, loss=0.002, mat=0.002, sens=7.018, deg=0.000]
Ep 028/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.866, deg=0.000]
Ep 028/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.866, deg=0.000]
Ep 028/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:28,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:25,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.818, deg=0.000]
Ep 028/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.818, deg=0.000]
Ep 028/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.808, deg=0.000]
Ep 028/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:20,  1.52s/it, loss=0.002, mat=0.002, sens=0.808, deg=0.000]
Ep 028/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:20,  1.52s/it, loss=0.001, mat=0.002, sens=3.702, deg=0.000]
Ep 028/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:18,  1.51s/it, loss=0.001, mat=0.002, sens=3.702, deg=0.000]
Ep 028/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:18,  1.51s/it, loss=0.002, mat=0.002, sens=2.202, deg=0.000]
Ep 028/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:16,  1.51s/it, loss=0.002, mat=0.002, sens=2.202, deg=0.000]
Ep 028/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:16,  1.51s/it, loss=0.002, mat=0.003, sens=3.325, deg=0.000]
Ep 028/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:20,  1.53s/it, loss=0.002, mat=0.003, sens=3.325, deg=0.000]
Ep 028/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:20,  1.53s/it, loss=0.002, mat=0.002, sens=2.144, deg=0.000]
Ep 028/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:17,  1.53s/it, loss=0.002, mat=0.002, sens=2.144, deg=0.000]
Ep 028/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:17,  1.53s/it, loss=0.002, mat=0.002, sens=2.201, deg=0.000]
Ep 028/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:14,  1.52s/it, loss=0.002, mat=0.002, sens=2.201, deg=0.000]
Ep 028/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:09,  1.51s/it, loss=0.002, mat=0.002, sens=0.889, deg=0.000]
Ep 028/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:07,  1.51s/it, loss=0.002, mat=0.002, sens=0.889, deg=0.000]
Ep 028/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.829, deg=0.000]
Ep 028/100 [S2:+mat]:   8%|▎   | 22/264 [00:33<06:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.829, deg=0.000]
Ep 028/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:05,  1.51s/it, loss=0.002, mat=0.004, sens=3.435, deg=0.000]
Ep 028/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:04,  1.51s/it, loss=0.002, mat=0.004, sens=3.435, deg=0.000]
Ep 028/100 [S2:+mat]:   9%|▎   | 23/264 [00:36<06:04,  1.51s/it, loss=0.001, mat=0.002, sens=0.868, deg=0.000]
Ep 028/100 [S2:+mat]:   9%|▎   | 24/264 [00:36<06:02,  1.51s/it, loss=0.001, mat=0.002, sens=0.868, deg=0.000]
Ep 028/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:02,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:   9%|▍   | 25/264 [00:39<06:01,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  10%|▍   | 26/264 [00:39<06:00,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:00,  1.51s/it, loss=0.001, mat=0.002, sens=3.275, deg=0.000]
Ep 028/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<05:58,  1.51s/it, loss=0.001, mat=0.002, sens=3.275, deg=0.000]
Ep 028/100 [S2:+mat]:  10%|▍   | 27/264 [00:42<05:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  11%|▍   | 28/264 [00:42<05:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:56,  1.51s/it, loss=0.001, mat=0.002, sens=3.097, deg=0.000]
Ep 028/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:54,  1.51s/it, loss=0.001, mat=0.002, sens=3.097, deg=0.000]
Ep 028/100 [S2:+mat]:  11%|▍   | 29/264 [00:45<05:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.795, deg=0.000]
Ep 028/100 [S2:+mat]:  11%|▍   | 30/264 [00:45<05:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.795, deg=0.000]
Ep 028/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:53,  1.51s/it, loss=0.001, mat=0.003, sens=1.020, deg=0.000]
Ep 028/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:52,  1.51s/it, loss=0.001, mat=0.003, sens=1.020, deg=0.000]
Ep 028/100 [S2:+mat]:  12%|▍   | 31/264 [00:48<05:52,  1.51s/it, loss=0.001, mat=0.002, sens=3.842, deg=0.000]
Ep 028/100 [S2:+mat]:  12%|▍   | 32/264 [00:48<05:50,  1.51s/it, loss=0.001, mat=0.002, sens=3.842, deg=0.000]
Ep 028/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:50,  1.51s/it, loss=0.001, mat=0.002, sens=1.023, deg=0.000]
Ep 028/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:49,  1.51s/it, loss=0.001, mat=0.002, sens=1.023, deg=0.000]
Ep 028/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:49,  1.51s/it, loss=0.001, mat=0.003, sens=4.339, deg=0.000]
Ep 028/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:52,  1.53s/it, loss=0.001, mat=0.003, sens=4.339, deg=0.000]
Ep 028/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:52,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:51,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:51,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:49,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:49,  1.53s/it, loss=0.002, mat=0.002, sens=0.851, deg=0.000]
Ep 028/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:46,  1.52s/it, loss=0.002, mat=0.002, sens=0.851, deg=0.000]
Ep 028/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:43,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:39,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:39,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:37,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:35,  1.51s/it, loss=0.002, mat=0.003, sens=1.011, deg=0.000]
Ep 028/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:34,  1.51s/it, loss=0.002, mat=0.003, sens=1.011, deg=0.000]
Ep 028/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:34,  1.51s/it, loss=0.002, mat=0.003, sens=3.307, deg=0.000]
Ep 028/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:32,  1.51s/it, loss=0.002, mat=0.003, sens=3.307, deg=0.000]
Ep 028/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:32,  1.51s/it, loss=0.001, mat=0.002, sens=1.429, deg=0.000]
Ep 028/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:31,  1.51s/it, loss=0.001, mat=0.002, sens=1.429, deg=0.000]
Ep 028/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.922, deg=0.000]
Ep 028/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:29,  1.51s/it, loss=0.001, mat=0.002, sens=0.922, deg=0.000]
Ep 028/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:29,  1.51s/it, loss=0.002, mat=0.003, sens=1.348, deg=0.000]
Ep 028/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:27,  1.51s/it, loss=0.002, mat=0.003, sens=1.348, deg=0.000]
Ep 028/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:27,  1.51s/it, loss=0.002, mat=0.004, sens=3.930, deg=0.000]
Ep 028/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:26,  1.51s/it, loss=0.002, mat=0.004, sens=3.930, deg=0.000]
Ep 028/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  19%|▋   | 49/264 [01:14<05:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:29,  1.53s/it, loss=0.001, mat=0.002, sens=3.918, deg=0.000]
Ep 028/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:27,  1.53s/it, loss=0.001, mat=0.002, sens=3.918, deg=0.000]
Ep 028/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  19%|▊   | 51/264 [01:17<05:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  20%|▊   | 53/264 [01:20<05:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.805, deg=0.000]
Ep 028/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.805, deg=0.000]
Ep 028/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  21%|▊   | 55/264 [01:23<05:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:16,  1.51s/it, loss=0.001, mat=0.002, sens=0.896, deg=0.000]
Ep 028/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:14,  1.51s/it, loss=0.001, mat=0.002, sens=0.896, deg=0.000]
Ep 028/100 [S2:+mat]:  21%|▊   | 56/264 [01:26<05:14,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  22%|▊   | 57/264 [01:26<05:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:11,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  22%|▉   | 59/264 [01:29<05:12,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:12,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:11,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:11,  1.53s/it, loss=0.001, mat=0.002, sens=2.262, deg=0.000]
Ep 028/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:13,  1.54s/it, loss=0.001, mat=0.002, sens=2.262, deg=0.000]
Ep 028/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:13,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:09,  1.53s/it, loss=0.002, mat=0.003, sens=3.461, deg=0.000]
Ep 028/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:07,  1.53s/it, loss=0.002, mat=0.003, sens=3.461, deg=0.000]
Ep 028/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:07,  1.53s/it, loss=0.002, mat=0.004, sens=1.492, deg=0.000]
Ep 028/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:04,  1.52s/it, loss=0.002, mat=0.004, sens=1.492, deg=0.000]
Ep 028/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:02,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  25%|█   | 66/264 [01:40<04:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  25%|█   | 66/264 [01:42<04:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.956, deg=0.000]
Ep 028/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:57,  1.51s/it, loss=0.001, mat=0.002, sens=0.956, deg=0.000]
Ep 028/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:57,  1.51s/it, loss=0.002, mat=0.002, sens=1.414, deg=0.000]
Ep 028/100 [S2:+mat]:  26%|█   | 68/264 [01:43<04:56,  1.51s/it, loss=0.002, mat=0.002, sens=1.414, deg=0.000]
Ep 028/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:56,  1.51s/it, loss=0.002, mat=0.002, sens=4.003, deg=0.000]
Ep 028/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:55,  1.51s/it, loss=0.002, mat=0.002, sens=4.003, deg=0.000]
Ep 028/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:53,  1.51s/it, loss=0.001, mat=0.002, sens=1.629, deg=0.000]
Ep 028/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:51,  1.51s/it, loss=0.001, mat=0.002, sens=1.629, deg=0.000]
Ep 028/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:51,  1.51s/it, loss=0.002, mat=0.003, sens=1.223, deg=0.000]
Ep 028/100 [S2:+mat]:  27%|█   | 72/264 [01:49<04:50,  1.51s/it, loss=0.002, mat=0.003, sens=1.223, deg=0.000]
Ep 028/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:50,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:48,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  28%|█   | 74/264 [01:52<04:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.997, deg=0.000]
Ep 028/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.997, deg=0.000]
Ep 028/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 028/100 [S2:+mat]:  29%|█▏  | 76/264 [01:55<04:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 028/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:44,  1.51s/it, loss=0.002, mat=0.002, sens=3.736, deg=0.000]
Ep 028/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:43,  1.51s/it, loss=0.002, mat=0.002, sens=3.736, deg=0.000]
Ep 028/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 028/100 [S2:+mat]:  30%|█▏  | 78/264 [01:58<04:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 028/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:44,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:44,  1.54s/it, loss=0.001, mat=0.003, sens=1.147, deg=0.000]
Ep 028/100 [S2:+mat]:  30%|█▏  | 80/264 [02:01<04:41,  1.53s/it, loss=0.001, mat=0.003, sens=1.147, deg=0.000]
Ep 028/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:41,  1.53s/it, loss=0.002, mat=0.003, sens=3.493, deg=0.000]
Ep 028/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:38,  1.52s/it, loss=0.002, mat=0.003, sens=3.493, deg=0.000]
Ep 028/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:38,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  31%|█▏  | 82/264 [02:04<04:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.914, deg=0.000]
Ep 028/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.914, deg=0.000]
Ep 028/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:35,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  32%|█▎  | 84/264 [02:07<04:34,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:34,  1.53s/it, loss=0.002, mat=0.003, sens=3.303, deg=0.000]
Ep 028/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:32,  1.52s/it, loss=0.002, mat=0.003, sens=3.303, deg=0.000]
Ep 028/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:32,  1.52s/it, loss=0.002, mat=0.002, sens=0.810, deg=0.000]
Ep 028/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:30,  1.52s/it, loss=0.002, mat=0.002, sens=0.810, deg=0.000]
Ep 028/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:30,  1.52s/it, loss=0.001, mat=0.002, sens=1.847, deg=0.000]
Ep 028/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:28,  1.52s/it, loss=0.001, mat=0.002, sens=1.847, deg=0.000]
Ep 028/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:26,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:26,  1.52s/it, loss=0.001, mat=0.002, sens=3.291, deg=0.000]
Ep 028/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:24,  1.51s/it, loss=0.001, mat=0.002, sens=3.291, deg=0.000]
Ep 028/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:23,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:22,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:22,  1.53s/it, loss=0.002, mat=0.003, sens=1.007, deg=0.000]
Ep 028/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:19,  1.53s/it, loss=0.002, mat=0.003, sens=1.007, deg=0.000]
Ep 028/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:19,  1.53s/it, loss=0.002, mat=0.002, sens=1.753, deg=0.000]
Ep 028/100 [S2:+mat]:  36%|█▍  | 95/264 [02:24<04:17,  1.52s/it, loss=0.002, mat=0.002, sens=1.753, deg=0.000]
Ep 028/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:17,  1.52s/it, loss=0.002, mat=0.002, sens=2.650, deg=0.000]
Ep 028/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:15,  1.52s/it, loss=0.002, mat=0.002, sens=2.650, deg=0.000]
Ep 028/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  37%|█▍  | 97/264 [02:27<04:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:12,  1.51s/it, loss=0.001, mat=0.002, sens=4.001, deg=0.000]
Ep 028/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:11,  1.51s/it, loss=0.001, mat=0.002, sens=4.001, deg=0.000]
Ep 028/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:11,  1.51s/it, loss=0.002, mat=0.003, sens=2.284, deg=0.000]
Ep 028/100 [S2:+mat]:  38%|█▌  | 99/264 [02:30<04:09,  1.51s/it, loss=0.002, mat=0.003, sens=2.284, deg=0.000]
Ep 028/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:07,  1.51s/it, loss=0.001, mat=0.002, sens=2.962, deg=0.000]
Ep 028/100 [S2:+mat]:  38%|█▏ | 101/264 [02:33<04:06,  1.51s/it, loss=0.001, mat=0.002, sens=2.962, deg=0.000]
Ep 028/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:06,  1.51s/it, loss=0.001, mat=0.002, sens=3.377, deg=0.000]
Ep 028/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:04,  1.51s/it, loss=0.001, mat=0.002, sens=3.377, deg=0.000]
Ep 028/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  39%|█▏ | 103/264 [02:36<04:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.991, deg=0.000]
Ep 028/100 [S2:+mat]:  39%|█▏ | 104/264 [02:38<04:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.991, deg=0.000]
Ep 028/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.930, deg=0.000]
Ep 028/100 [S2:+mat]:  40%|█▏ | 105/264 [02:39<04:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.930, deg=0.000]
Ep 028/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<04:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  41%|█▏ | 107/264 [02:42<03:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:58,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:58,  1.53s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:58,  1.53s/it, loss=0.002, mat=0.003, sens=3.480, deg=0.000]
Ep 028/100 [S2:+mat]:  41%|█▏ | 109/264 [02:45<03:56,  1.53s/it, loss=0.002, mat=0.003, sens=3.480, deg=0.000]
Ep 028/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:56,  1.53s/it, loss=0.002, mat=0.002, sens=0.935, deg=0.000]
Ep 028/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:54,  1.52s/it, loss=0.002, mat=0.002, sens=0.935, deg=0.000]
Ep 028/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  42%|█▎ | 111/264 [02:48<03:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:52,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  43%|█▎ | 113/264 [02:51<03:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:48,  1.51s/it, loss=0.002, mat=0.002, sens=0.857, deg=0.000]
Ep 028/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:46,  1.51s/it, loss=0.002, mat=0.002, sens=0.857, deg=0.000]
Ep 028/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:46,  1.51s/it, loss=0.001, mat=0.002, sens=3.985, deg=0.000]
Ep 028/100 [S2:+mat]:  44%|█▎ | 115/264 [02:55<03:45,  1.51s/it, loss=0.001, mat=0.002, sens=3.985, deg=0.000]
Ep 028/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.879, deg=0.000]
Ep 028/100 [S2:+mat]:  44%|█▎ | 116/264 [02:56<03:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.879, deg=0.000]
Ep 028/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:43,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  44%|█▎ | 117/264 [02:58<03:42,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:42,  1.51s/it, loss=0.002, mat=0.003, sens=2.342, deg=0.000]
Ep 028/100 [S2:+mat]:  45%|█▎ | 118/264 [02:59<03:40,  1.51s/it, loss=0.002, mat=0.003, sens=2.342, deg=0.000]
Ep 028/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:40,  1.51s/it, loss=0.001, mat=0.002, sens=1.006, deg=0.000]
Ep 028/100 [S2:+mat]:  45%|█▎ | 119/264 [03:01<03:39,  1.51s/it, loss=0.001, mat=0.002, sens=1.006, deg=0.000]
Ep 028/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  45%|█▎ | 120/264 [03:02<03:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  46%|█▍ | 121/264 [03:04<03:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.795, deg=0.000]
Ep 028/100 [S2:+mat]:  46%|█▍ | 122/264 [03:05<03:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.795, deg=0.000]
Ep 028/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  47%|█▍ | 123/264 [03:07<03:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:36,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  47%|█▍ | 124/264 [03:08<03:33,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:33,  1.53s/it, loss=0.002, mat=0.002, sens=2.265, deg=0.000]
Ep 028/100 [S2:+mat]:  47%|█▍ | 125/264 [03:10<03:31,  1.52s/it, loss=0.002, mat=0.002, sens=2.265, deg=0.000]
Ep 028/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:31,  1.52s/it, loss=0.002, mat=0.003, sens=1.688, deg=0.000]
Ep 028/100 [S2:+mat]:  48%|█▍ | 126/264 [03:11<03:29,  1.52s/it, loss=0.002, mat=0.003, sens=1.688, deg=0.000]
Ep 028/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  48%|█▍ | 127/264 [03:13<03:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.885, deg=0.000]
Ep 028/100 [S2:+mat]:  48%|█▍ | 128/264 [03:14<03:25,  1.51s/it, loss=0.001, mat=0.002, sens=0.885, deg=0.000]
Ep 028/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:24,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  49%|█▍ | 130/264 [03:17<03:22,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:22,  1.51s/it, loss=0.002, mat=0.003, sens=2.772, deg=0.000]
Ep 028/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:21,  1.51s/it, loss=0.002, mat=0.003, sens=2.772, deg=0.000]
Ep 028/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  50%|█▌ | 132/264 [03:20<03:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:20,  1.52s/it, loss=0.001, mat=0.002, sens=2.785, deg=0.000]
Ep 028/100 [S2:+mat]:  50%|█▌ | 133/264 [03:22<03:19,  1.52s/it, loss=0.001, mat=0.002, sens=2.785, deg=0.000]
Ep 028/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  51%|█▌ | 134/264 [03:23<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  51%|█▌ | 135/264 [03:25<03:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  52%|█▌ | 136/264 [03:26<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:14,  1.52s/it, loss=0.001, mat=0.001, sens=2.092, deg=0.000]
Ep 028/100 [S2:+mat]:  52%|█▌ | 137/264 [03:28<03:12,  1.51s/it, loss=0.001, mat=0.001, sens=2.092, deg=0.000]
Ep 028/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:12,  1.51s/it, loss=0.001, mat=0.002, sens=1.344, deg=0.000]
Ep 028/100 [S2:+mat]:  52%|█▌ | 138/264 [03:29<03:13,  1.54s/it, loss=0.001, mat=0.002, sens=1.344, deg=0.000]
Ep 028/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:13,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  53%|█▌ | 139/264 [03:31<03:10,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:10,  1.53s/it, loss=0.002, mat=0.003, sens=1.665, deg=0.000]
Ep 028/100 [S2:+mat]:  53%|█▌ | 140/264 [03:32<03:08,  1.52s/it, loss=0.002, mat=0.003, sens=1.665, deg=0.000]
Ep 028/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  53%|█▌ | 141/264 [03:34<03:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  53%|█▌ | 141/264 [03:35<03:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  54%|█▌ | 142/264 [03:35<03:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=2.545, deg=0.000]
Ep 028/100 [S2:+mat]:  54%|█▋ | 143/264 [03:37<03:03,  1.51s/it, loss=0.002, mat=0.003, sens=2.545, deg=0.000]
Ep 028/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:03,  1.51s/it, loss=0.002, mat=0.004, sens=1.944, deg=0.000]
Ep 028/100 [S2:+mat]:  55%|█▋ | 144/264 [03:39<03:01,  1.51s/it, loss=0.002, mat=0.004, sens=1.944, deg=0.000]
Ep 028/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  55%|█▋ | 145/264 [03:40<02:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<02:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  55%|█▋ | 146/264 [03:42<02:58,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<02:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  56%|█▋ | 147/264 [03:43<02:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:56,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  56%|█▋ | 148/264 [03:45<02:54,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  56%|█▋ | 149/264 [03:46<02:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:53,  1.51s/it, loss=0.001, mat=0.002, sens=0.860, deg=0.000]
Ep 028/100 [S2:+mat]:  57%|█▋ | 150/264 [03:48<02:54,  1.53s/it, loss=0.001, mat=0.002, sens=0.860, deg=0.000]
Ep 028/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  57%|█▋ | 151/264 [03:49<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:52,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  58%|█▋ | 152/264 [03:51<02:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  58%|█▋ | 153/264 [03:52<02:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:48,  1.52s/it, loss=0.001, mat=0.002, sens=0.898, deg=0.000]
Ep 028/100 [S2:+mat]:  58%|█▊ | 154/264 [03:54<02:46,  1.51s/it, loss=0.001, mat=0.002, sens=0.898, deg=0.000]
Ep 028/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:46,  1.51s/it, loss=0.002, mat=0.002, sens=0.796, deg=0.000]
Ep 028/100 [S2:+mat]:  59%|█▊ | 155/264 [03:55<02:44,  1.51s/it, loss=0.002, mat=0.002, sens=0.796, deg=0.000]
Ep 028/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  59%|█▊ | 156/264 [03:57<02:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:44,  1.52s/it, loss=0.001, mat=0.002, sens=1.923, deg=0.000]
Ep 028/100 [S2:+mat]:  59%|█▊ | 157/264 [03:58<02:42,  1.52s/it, loss=0.001, mat=0.002, sens=1.923, deg=0.000]
Ep 028/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=4.580, deg=0.000]
Ep 028/100 [S2:+mat]:  60%|█▊ | 158/264 [04:00<02:40,  1.52s/it, loss=0.002, mat=0.003, sens=4.580, deg=0.000]
Ep 028/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  60%|█▊ | 159/264 [04:01<02:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  61%|█▊ | 160/264 [04:03<02:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  61%|█▊ | 160/264 [04:04<02:37,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  61%|█▊ | 161/264 [04:04<02:35,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:35,  1.51s/it, loss=0.002, mat=0.003, sens=1.292, deg=0.000]
Ep 028/100 [S2:+mat]:  61%|█▊ | 162/264 [04:06<02:34,  1.51s/it, loss=0.002, mat=0.003, sens=1.292, deg=0.000]
Ep 028/100 [S2:+mat]:  61%|█▊ | 162/264 [04:07<02:34,  1.51s/it, loss=0.002, mat=0.002, sens=3.727, deg=0.000]
Ep 028/100 [S2:+mat]:  62%|█▊ | 163/264 [04:07<02:32,  1.51s/it, loss=0.002, mat=0.002, sens=3.727, deg=0.000]
Ep 028/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:32,  1.51s/it, loss=0.002, mat=0.002, sens=2.054, deg=0.000]
Ep 028/100 [S2:+mat]:  62%|█▊ | 164/264 [04:09<02:31,  1.51s/it, loss=0.002, mat=0.002, sens=2.054, deg=0.000]
Ep 028/100 [S2:+mat]:  62%|█▊ | 164/264 [04:10<02:31,  1.51s/it, loss=0.002, mat=0.002, sens=1.098, deg=0.000]
Ep 028/100 [S2:+mat]:  62%|█▉ | 165/264 [04:10<02:29,  1.51s/it, loss=0.002, mat=0.002, sens=1.098, deg=0.000]
Ep 028/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:29,  1.51s/it, loss=0.001, mat=0.002, sens=1.051, deg=0.000]
Ep 028/100 [S2:+mat]:  63%|█▉ | 166/264 [04:12<02:27,  1.51s/it, loss=0.001, mat=0.002, sens=1.051, deg=0.000]
Ep 028/100 [S2:+mat]:  63%|█▉ | 166/264 [04:13<02:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  63%|█▉ | 167/264 [04:13<02:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.963, deg=0.000]
Ep 028/100 [S2:+mat]:  64%|█▉ | 168/264 [04:15<02:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.963, deg=0.000]
Ep 028/100 [S2:+mat]:  64%|█▉ | 168/264 [04:16<02:24,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  64%|█▉ | 169/264 [04:16<02:25,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:25,  1.53s/it, loss=0.001, mat=0.002, sens=4.065, deg=0.000]
Ep 028/100 [S2:+mat]:  64%|█▉ | 170/264 [04:18<02:23,  1.52s/it, loss=0.001, mat=0.002, sens=4.065, deg=0.000]
Ep 028/100 [S2:+mat]:  64%|█▉ | 170/264 [04:19<02:23,  1.52s/it, loss=0.002, mat=0.002, sens=2.497, deg=0.000]
Ep 028/100 [S2:+mat]:  65%|█▉ | 171/264 [04:19<02:21,  1.52s/it, loss=0.002, mat=0.002, sens=2.497, deg=0.000]
Ep 028/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:21,  1.52s/it, loss=0.002, mat=0.002, sens=2.923, deg=0.000]
Ep 028/100 [S2:+mat]:  65%|█▉ | 172/264 [04:21<02:19,  1.52s/it, loss=0.002, mat=0.002, sens=2.923, deg=0.000]
Ep 028/100 [S2:+mat]:  65%|█▉ | 172/264 [04:22<02:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 028/100 [S2:+mat]:  66%|█▉ | 173/264 [04:22<02:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.803, deg=0.000]
Ep 028/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:17,  1.51s/it, loss=0.001, mat=0.002, sens=1.996, deg=0.000]
Ep 028/100 [S2:+mat]:  66%|█▉ | 174/264 [04:24<02:16,  1.51s/it, loss=0.001, mat=0.002, sens=1.996, deg=0.000]
Ep 028/100 [S2:+mat]:  66%|█▉ | 174/264 [04:25<02:16,  1.51s/it, loss=0.002, mat=0.003, sens=1.498, deg=0.000]
Ep 028/100 [S2:+mat]:  66%|█▉ | 175/264 [04:25<02:14,  1.51s/it, loss=0.002, mat=0.003, sens=1.498, deg=0.000]
Ep 028/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:14,  1.51s/it, loss=0.002, mat=0.003, sens=1.395, deg=0.000]
Ep 028/100 [S2:+mat]:  67%|██ | 176/264 [04:27<02:12,  1.51s/it, loss=0.002, mat=0.003, sens=1.395, deg=0.000]
Ep 028/100 [S2:+mat]:  67%|██ | 176/264 [04:28<02:12,  1.51s/it, loss=0.002, mat=0.003, sens=3.805, deg=0.000]
Ep 028/100 [S2:+mat]:  67%|██ | 177/264 [04:28<02:11,  1.51s/it, loss=0.002, mat=0.003, sens=3.805, deg=0.000]
Ep 028/100 [S2:+mat]:  67%|██ | 177/264 [04:30<02:11,  1.51s/it, loss=0.001, mat=0.002, sens=4.131, deg=0.000]
Ep 028/100 [S2:+mat]:  67%|██ | 178/264 [04:30<02:09,  1.51s/it, loss=0.001, mat=0.002, sens=4.131, deg=0.000]
Ep 028/100 [S2:+mat]:  67%|██ | 178/264 [04:31<02:09,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  68%|██ | 179/264 [04:31<02:08,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  68%|██ | 179/264 [04:33<02:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.816, deg=0.000]
Ep 028/100 [S2:+mat]:  68%|██ | 180/264 [04:33<02:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.816, deg=0.000]
Ep 028/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:06,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  69%|██ | 181/264 [04:35<02:05,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  69%|██ | 181/264 [04:36<02:05,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  69%|██ | 182/264 [04:36<02:04,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:04,  1.52s/it, loss=0.002, mat=0.002, sens=1.153, deg=0.000]
Ep 028/100 [S2:+mat]:  69%|██ | 183/264 [04:38<02:04,  1.54s/it, loss=0.002, mat=0.002, sens=1.153, deg=0.000]
Ep 028/100 [S2:+mat]:  69%|██ | 183/264 [04:39<02:04,  1.54s/it, loss=0.002, mat=0.002, sens=0.800, deg=0.000]
Ep 028/100 [S2:+mat]:  70%|██ | 184/264 [04:39<02:02,  1.53s/it, loss=0.002, mat=0.002, sens=0.800, deg=0.000]
Ep 028/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.841, deg=0.000]
Ep 028/100 [S2:+mat]:  70%|██ | 185/264 [04:41<02:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.841, deg=0.000]
Ep 028/100 [S2:+mat]:  70%|██ | 185/264 [04:42<02:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  70%|██ | 186/264 [04:42<01:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:58,  1.52s/it, loss=0.001, mat=0.002, sens=1.001, deg=0.000]
Ep 028/100 [S2:+mat]:  71%|██▏| 187/264 [04:44<01:56,  1.52s/it, loss=0.001, mat=0.002, sens=1.001, deg=0.000]
Ep 028/100 [S2:+mat]:  71%|██▏| 187/264 [04:45<01:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  71%|██▏| 188/264 [04:45<01:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:55,  1.52s/it, loss=0.001, mat=0.002, sens=1.451, deg=0.000]
Ep 028/100 [S2:+mat]:  72%|██▏| 189/264 [04:47<01:53,  1.51s/it, loss=0.001, mat=0.002, sens=1.451, deg=0.000]
Ep 028/100 [S2:+mat]:  72%|██▏| 189/264 [04:48<01:53,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  72%|██▏| 190/264 [04:48<01:51,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:51,  1.51s/it, loss=0.001, mat=0.002, sens=2.896, deg=0.000]
Ep 028/100 [S2:+mat]:  72%|██▏| 191/264 [04:50<01:50,  1.51s/it, loss=0.001, mat=0.002, sens=2.896, deg=0.000]
Ep 028/100 [S2:+mat]:  72%|██▏| 191/264 [04:51<01:50,  1.51s/it, loss=0.002, mat=0.003, sens=1.041, deg=0.000]
Ep 028/100 [S2:+mat]:  73%|██▏| 192/264 [04:51<01:48,  1.51s/it, loss=0.002, mat=0.003, sens=1.041, deg=0.000]
Ep 028/100 [S2:+mat]:  73%|██▏| 192/264 [04:53<01:48,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  73%|██▏| 193/264 [04:53<01:47,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  73%|██▏| 193/264 [04:54<01:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  73%|██▏| 194/264 [04:54<01:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  73%|██▏| 194/264 [04:56<01:45,  1.51s/it, loss=0.002, mat=0.003, sens=2.238, deg=0.000]
Ep 028/100 [S2:+mat]:  74%|██▏| 195/264 [04:56<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=2.238, deg=0.000]
Ep 028/100 [S2:+mat]:  74%|██▏| 195/264 [04:57<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  74%|██▏| 196/264 [04:57<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  74%|██▏| 196/264 [04:59<01:43,  1.52s/it, loss=0.001, mat=0.002, sens=0.873, deg=0.000]
Ep 028/100 [S2:+mat]:  75%|██▏| 197/264 [04:59<01:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.873, deg=0.000]
Ep 028/100 [S2:+mat]:  75%|██▏| 197/264 [05:00<01:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  75%|██▎| 198/264 [05:00<01:40,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  75%|██▎| 198/264 [05:02<01:40,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  75%|██▎| 199/264 [05:02<01:38,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  75%|██▎| 199/264 [05:03<01:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  76%|██▎| 200/264 [05:03<01:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  76%|██▎| 200/264 [05:05<01:36,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  76%|██▎| 201/264 [05:05<01:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  76%|██▎| 201/264 [05:06<01:34,  1.51s/it, loss=0.002, mat=0.003, sens=1.132, deg=0.000]
Ep 028/100 [S2:+mat]:  77%|██▎| 202/264 [05:06<01:33,  1.51s/it, loss=0.002, mat=0.003, sens=1.132, deg=0.000]
Ep 028/100 [S2:+mat]:  77%|██▎| 202/264 [05:08<01:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  77%|██▎| 203/264 [05:08<01:32,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  77%|██▎| 203/264 [05:09<01:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  77%|██▎| 204/264 [05:09<01:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  77%|██▎| 204/264 [05:11<01:30,  1.51s/it, loss=0.001, mat=0.002, sens=0.804, deg=0.000]
Ep 028/100 [S2:+mat]:  78%|██▎| 205/264 [05:11<01:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.804, deg=0.000]
Ep 028/100 [S2:+mat]:  78%|██▎| 205/264 [05:12<01:29,  1.52s/it, loss=0.002, mat=0.003, sens=1.011, deg=0.000]
Ep 028/100 [S2:+mat]:  78%|██▎| 206/264 [05:12<01:27,  1.52s/it, loss=0.002, mat=0.003, sens=1.011, deg=0.000]
Ep 028/100 [S2:+mat]:  78%|██▎| 206/264 [05:14<01:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  78%|██▎| 207/264 [05:14<01:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  78%|██▎| 207/264 [05:15<01:26,  1.51s/it, loss=0.002, mat=0.003, sens=8.199, deg=0.000]
Ep 028/100 [S2:+mat]:  79%|██▎| 208/264 [05:15<01:24,  1.51s/it, loss=0.002, mat=0.003, sens=8.199, deg=0.000]
Ep 028/100 [S2:+mat]:  79%|██▎| 208/264 [05:17<01:24,  1.51s/it, loss=0.002, mat=0.002, sens=0.792, deg=0.000]
Ep 028/100 [S2:+mat]:  79%|██▍| 209/264 [05:17<01:23,  1.51s/it, loss=0.002, mat=0.002, sens=0.792, deg=0.000]
Ep 028/100 [S2:+mat]:  79%|██▍| 209/264 [05:18<01:23,  1.51s/it, loss=0.001, mat=0.002, sens=0.915, deg=0.000]
Ep 028/100 [S2:+mat]:  80%|██▍| 210/264 [05:18<01:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.915, deg=0.000]
Ep 028/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.799, deg=0.000]
Ep 028/100 [S2:+mat]:  80%|██▍| 211/264 [05:20<01:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.799, deg=0.000]
Ep 028/100 [S2:+mat]:  80%|██▍| 211/264 [05:21<01:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.954, deg=0.000]
Ep 028/100 [S2:+mat]:  80%|██▍| 212/264 [05:21<01:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.954, deg=0.000]
Ep 028/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:18,  1.51s/it, loss=0.002, mat=0.003, sens=4.072, deg=0.000]
Ep 028/100 [S2:+mat]:  81%|██▍| 213/264 [05:23<01:18,  1.53s/it, loss=0.002, mat=0.003, sens=4.072, deg=0.000]
Ep 028/100 [S2:+mat]:  81%|██▍| 213/264 [05:25<01:18,  1.53s/it, loss=0.001, mat=0.002, sens=1.377, deg=0.000]
Ep 028/100 [S2:+mat]:  81%|██▍| 214/264 [05:25<01:16,  1.53s/it, loss=0.001, mat=0.002, sens=1.377, deg=0.000]
Ep 028/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  81%|██▍| 215/264 [05:26<01:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  81%|██▍| 215/264 [05:28<01:14,  1.52s/it, loss=0.001, mat=0.002, sens=1.863, deg=0.000]
Ep 028/100 [S2:+mat]:  82%|██▍| 216/264 [05:28<01:12,  1.52s/it, loss=0.001, mat=0.002, sens=1.863, deg=0.000]
Ep 028/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  82%|██▍| 217/264 [05:29<01:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  82%|██▍| 217/264 [05:31<01:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 028/100 [S2:+mat]:  83%|██▍| 218/264 [05:31<01:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.809, deg=0.000]
Ep 028/100 [S2:+mat]:  83%|██▍| 218/264 [05:32<01:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.826, deg=0.000]
Ep 028/100 [S2:+mat]:  83%|██▍| 219/264 [05:32<01:08,  1.51s/it, loss=0.001, mat=0.002, sens=0.826, deg=0.000]
Ep 028/100 [S2:+mat]:  83%|██▍| 219/264 [05:34<01:08,  1.51s/it, loss=0.003, mat=0.003, sens=2.827, deg=0.000]
Ep 028/100 [S2:+mat]:  83%|██▌| 220/264 [05:34<01:06,  1.51s/it, loss=0.003, mat=0.003, sens=2.827, deg=0.000]
Ep 028/100 [S2:+mat]:  83%|██▌| 220/264 [05:35<01:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  84%|██▌| 221/264 [05:35<01:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  84%|██▌| 221/264 [05:37<01:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  84%|██▌| 222/264 [05:37<01:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  84%|██▌| 222/264 [05:38<01:03,  1.51s/it, loss=0.002, mat=0.003, sens=1.467, deg=0.000]
Ep 028/100 [S2:+mat]:  84%|██▌| 223/264 [05:38<01:01,  1.51s/it, loss=0.002, mat=0.003, sens=1.467, deg=0.000]
Ep 028/100 [S2:+mat]:  84%|██▌| 223/264 [05:40<01:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.838, deg=0.000]
Ep 028/100 [S2:+mat]:  85%|██▌| 224/264 [05:40<01:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.838, deg=0.000]
Ep 028/100 [S2:+mat]:  85%|██▌| 224/264 [05:41<01:00,  1.51s/it, loss=0.001, mat=0.003, sens=3.418, deg=0.000]
Ep 028/100 [S2:+mat]:  85%|██▌| 225/264 [05:41<00:58,  1.51s/it, loss=0.001, mat=0.003, sens=3.418, deg=0.000]
Ep 028/100 [S2:+mat]:  85%|██▌| 225/264 [05:43<00:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  86%|██▌| 226/264 [05:43<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  86%|██▌| 226/264 [05:44<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=5.216, deg=0.000]
Ep 028/100 [S2:+mat]:  86%|██▌| 227/264 [05:44<00:55,  1.51s/it, loss=0.002, mat=0.003, sens=5.216, deg=0.000]
Ep 028/100 [S2:+mat]:  86%|██▌| 227/264 [05:46<00:55,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  86%|██▌| 228/264 [05:46<00:55,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  86%|██▌| 228/264 [05:47<00:55,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  87%|██▌| 229/264 [05:47<00:53,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  87%|██▌| 229/264 [05:49<00:53,  1.54s/it, loss=0.002, mat=0.003, sens=0.988, deg=0.000]
Ep 028/100 [S2:+mat]:  87%|██▌| 230/264 [05:49<00:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.988, deg=0.000]
Ep 028/100 [S2:+mat]:  87%|██▌| 230/264 [05:50<00:52,  1.53s/it, loss=0.002, mat=0.003, sens=1.006, deg=0.000]
Ep 028/100 [S2:+mat]:  88%|██▋| 231/264 [05:50<00:50,  1.53s/it, loss=0.002, mat=0.003, sens=1.006, deg=0.000]
Ep 028/100 [S2:+mat]:  88%|██▋| 231/264 [05:52<00:50,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  88%|██▋| 232/264 [05:52<00:48,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  88%|██▋| 232/264 [05:53<00:48,  1.52s/it, loss=0.001, mat=0.002, sens=0.944, deg=0.000]
Ep 028/100 [S2:+mat]:  88%|██▋| 233/264 [05:53<00:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.944, deg=0.000]
Ep 028/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.818, deg=0.000]
Ep 028/100 [S2:+mat]:  89%|██▋| 234/264 [05:55<00:45,  1.51s/it, loss=0.001, mat=0.002, sens=0.818, deg=0.000]
Ep 028/100 [S2:+mat]:  89%|██▋| 234/264 [05:56<00:45,  1.51s/it, loss=0.004, mat=0.003, sens=3.307, deg=0.000]
Ep 028/100 [S2:+mat]:  89%|██▋| 235/264 [05:56<00:43,  1.51s/it, loss=0.004, mat=0.003, sens=3.307, deg=0.000]
Ep 028/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:43,  1.51s/it, loss=0.002, mat=0.003, sens=2.346, deg=0.000]
Ep 028/100 [S2:+mat]:  89%|██▋| 236/264 [05:58<00:42,  1.51s/it, loss=0.002, mat=0.003, sens=2.346, deg=0.000]
Ep 028/100 [S2:+mat]:  89%|██▋| 236/264 [05:59<00:42,  1.51s/it, loss=0.002, mat=0.002, sens=0.961, deg=0.000]
Ep 028/100 [S2:+mat]:  90%|██▋| 237/264 [05:59<00:40,  1.51s/it, loss=0.002, mat=0.002, sens=0.961, deg=0.000]
Ep 028/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:40,  1.51s/it, loss=0.002, mat=0.002, sens=1.089, deg=0.000]
Ep 028/100 [S2:+mat]:  90%|██▋| 238/264 [06:01<00:39,  1.51s/it, loss=0.002, mat=0.002, sens=1.089, deg=0.000]
Ep 028/100 [S2:+mat]:  90%|██▋| 238/264 [06:02<00:39,  1.51s/it, loss=0.002, mat=0.003, sens=2.261, deg=0.000]
Ep 028/100 [S2:+mat]:  91%|██▋| 239/264 [06:02<00:37,  1.51s/it, loss=0.002, mat=0.003, sens=2.261, deg=0.000]
Ep 028/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:37,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  91%|██▋| 240/264 [06:04<00:36,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  91%|██▋| 240/264 [06:06<00:36,  1.53s/it, loss=0.001, mat=0.002, sens=3.127, deg=0.000]
Ep 028/100 [S2:+mat]:  91%|██▋| 241/264 [06:06<00:35,  1.53s/it, loss=0.001, mat=0.002, sens=3.127, deg=0.000]
Ep 028/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:35,  1.53s/it, loss=0.001, mat=0.002, sens=0.799, deg=0.000]
Ep 028/100 [S2:+mat]:  92%|██▊| 242/264 [06:07<00:33,  1.52s/it, loss=0.001, mat=0.002, sens=0.799, deg=0.000]
Ep 028/100 [S2:+mat]:  92%|██▊| 242/264 [06:09<00:33,  1.52s/it, loss=0.002, mat=0.003, sens=3.390, deg=0.000]
Ep 028/100 [S2:+mat]:  92%|██▊| 243/264 [06:09<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=3.390, deg=0.000]
Ep 028/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.001, mat=0.002, sens=1.305, deg=0.000]
Ep 028/100 [S2:+mat]:  92%|██▊| 244/264 [06:10<00:30,  1.52s/it, loss=0.001, mat=0.002, sens=1.305, deg=0.000]
Ep 028/100 [S2:+mat]:  92%|██▊| 244/264 [06:12<00:30,  1.52s/it, loss=0.001, mat=0.002, sens=2.353, deg=0.000]
Ep 028/100 [S2:+mat]:  93%|██▊| 245/264 [06:12<00:28,  1.51s/it, loss=0.001, mat=0.002, sens=2.353, deg=0.000]
Ep 028/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  93%|██▊| 246/264 [06:13<00:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  93%|██▊| 246/264 [06:15<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=1.215, deg=0.000]
Ep 028/100 [S2:+mat]:  94%|██▊| 247/264 [06:15<00:25,  1.51s/it, loss=0.002, mat=0.003, sens=1.215, deg=0.000]
Ep 028/100 [S2:+mat]:  94%|██▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  94%|██▊| 248/264 [06:16<00:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  94%|██▊| 248/264 [06:18<00:24,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  94%|██▊| 249/264 [06:18<00:22,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  94%|██▊| 249/264 [06:19<00:22,  1.51s/it, loss=0.001, mat=0.002, sens=3.185, deg=0.000]
Ep 028/100 [S2:+mat]:  95%|██▊| 250/264 [06:19<00:21,  1.51s/it, loss=0.001, mat=0.002, sens=3.185, deg=0.000]
Ep 028/100 [S2:+mat]:  95%|██▊| 250/264 [06:21<00:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  95%|██▊| 251/264 [06:21<00:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  95%|██▊| 251/264 [06:22<00:19,  1.51s/it, loss=0.001, mat=0.002, sens=3.721, deg=0.000]
Ep 028/100 [S2:+mat]:  95%|██▊| 252/264 [06:22<00:18,  1.51s/it, loss=0.001, mat=0.002, sens=3.721, deg=0.000]
Ep 028/100 [S2:+mat]:  95%|██▊| 252/264 [06:24<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=3.864, deg=0.000]
Ep 028/100 [S2:+mat]:  96%|██▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.002, mat=0.003, sens=3.864, deg=0.000]
Ep 028/100 [S2:+mat]:  96%|██▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  96%|██▉| 254/264 [06:25<00:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  96%|██▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  97%|██▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  97%|██▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.002, mat=0.003, sens=3.300, deg=0.000]
Ep 028/100 [S2:+mat]:  97%|██▉| 256/264 [06:28<00:12,  1.52s/it, loss=0.002, mat=0.003, sens=3.300, deg=0.000]
Ep 028/100 [S2:+mat]:  97%|██▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  97%|██▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  97%|██▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  98%|██▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  98%|██▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  98%|██▉| 259/264 [06:33<00:07,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  98%|██▉| 259/264 [06:34<00:07,  1.54s/it, loss=0.001, mat=0.003, sens=2.804, deg=0.000]
Ep 028/100 [S2:+mat]:  98%|██▉| 260/264 [06:34<00:06,  1.53s/it, loss=0.001, mat=0.003, sens=2.804, deg=0.000]
Ep 028/100 [S2:+mat]:  98%|██▉| 260/264 [06:36<00:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  99%|██▉| 261/264 [06:36<00:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]:  99%|██▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.002, mat=0.003, sens=1.484, deg=0.000]
Ep 028/100 [S2:+mat]:  99%|██▉| 262/264 [06:37<00:03,  1.52s/it, loss=0.002, mat=0.003, sens=1.484, deg=0.000]
Ep 028/100 [S2:+mat]:  99%|██▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]: 100%|██▉| 263/264 [06:39<00:01,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]: 100%|██▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 028/100 [S2:+mat]: 100%|███| 264/264 [06:40<00:00,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
                                                                                                              
Epoch 028/100 [S2:+mat]  loss=0.0017  mat=0.0025  sens=1.1452  deg=0.0000  orth=0.0004  α=0.5 β=0.0 γ=0.5  401s

Ep 029/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 029/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:28,  2.16s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:28,  2.16s/it, loss=0.001, mat=0.003, sens=2.466, deg=0.000]
Ep 029/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:44,  1.77s/it, loss=0.001, mat=0.003, sens=2.466, deg=0.000]
Ep 029/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:44,  1.77s/it, loss=0.001, mat=0.002, sens=2.059, deg=0.000]
Ep 029/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:09,  1.65s/it, loss=0.001, mat=0.002, sens=2.059, deg=0.000]
Ep 029/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:09,  1.65s/it, loss=0.002, mat=0.003, sens=1.322, deg=0.000]
Ep 029/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:53,  1.59s/it, loss=0.002, mat=0.003, sens=1.322, deg=0.000]
Ep 029/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:53,  1.59s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:43,  1.56s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:43,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:36,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:36,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:31,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:31,  1.52s/it, loss=0.001, mat=0.002, sens=2.647, deg=0.000]
Ep 029/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:28,  1.52s/it, loss=0.001, mat=0.002, sens=2.647, deg=0.000]
Ep 029/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:28,  1.52s/it, loss=0.001, mat=0.002, sens=3.615, deg=0.000]
Ep 029/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:26,  1.51s/it, loss=0.001, mat=0.002, sens=3.615, deg=0.000]
Ep 029/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:24,  1.51s/it, loss=0.001, mat=0.003, sens=3.034, deg=0.000]
Ep 029/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:31,  1.55s/it, loss=0.001, mat=0.003, sens=3.034, deg=0.000]
Ep 029/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:31,  1.55s/it, loss=0.002, mat=0.003, sens=6.340, deg=0.000]
Ep 029/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:26,  1.53s/it, loss=0.002, mat=0.003, sens=6.340, deg=0.000]
Ep 029/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:26,  1.53s/it, loss=0.001, mat=0.002, sens=1.026, deg=0.000]
Ep 029/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:25,  1.53s/it, loss=0.001, mat=0.002, sens=1.026, deg=0.000]
Ep 029/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:25,  1.53s/it, loss=0.001, mat=0.002, sens=3.863, deg=0.000]
Ep 029/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:21,  1.53s/it, loss=0.001, mat=0.002, sens=3.863, deg=0.000]
Ep 029/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:21,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:18,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:18,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   6%|▎   | 17/264 [00:27<06:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   7%|▎   | 18/264 [00:27<06:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:11,  1.51s/it, loss=0.002, mat=0.002, sens=2.715, deg=0.000]
Ep 029/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:10,  1.51s/it, loss=0.002, mat=0.002, sens=2.715, deg=0.000]
Ep 029/100 [S2:+mat]:   7%|▎   | 19/264 [00:30<06:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   8%|▎   | 20/264 [00:30<06:08,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:08,  1.51s/it, loss=0.001, mat=0.002, sens=0.798, deg=0.000]
Ep 029/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.798, deg=0.000]
Ep 029/100 [S2:+mat]:   8%|▎   | 21/264 [00:33<06:07,  1.51s/it, loss=0.001, mat=0.003, sens=3.643, deg=0.000]
Ep 029/100 [S2:+mat]:   8%|▎   | 22/264 [00:33<06:05,  1.51s/it, loss=0.001, mat=0.003, sens=3.643, deg=0.000]
Ep 029/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:05,  1.51s/it, loss=0.001, mat=0.002, sens=0.934, deg=0.000]
Ep 029/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:03,  1.51s/it, loss=0.001, mat=0.002, sens=0.934, deg=0.000]
Ep 029/100 [S2:+mat]:   9%|▎   | 23/264 [00:36<06:03,  1.51s/it, loss=0.001, mat=0.002, sens=0.810, deg=0.000]
Ep 029/100 [S2:+mat]:   9%|▎   | 24/264 [00:36<06:02,  1.51s/it, loss=0.001, mat=0.002, sens=0.810, deg=0.000]
Ep 029/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:02,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:00,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:00,  1.51s/it, loss=0.002, mat=0.003, sens=1.905, deg=0.000]
Ep 029/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:04,  1.53s/it, loss=0.002, mat=0.003, sens=1.905, deg=0.000]
Ep 029/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<06:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<06:01,  1.52s/it, loss=0.001, mat=0.002, sens=2.942, deg=0.000]
Ep 029/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<05:59,  1.52s/it, loss=0.001, mat=0.002, sens=2.942, deg=0.000]
Ep 029/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:59,  1.52s/it, loss=0.002, mat=0.003, sens=2.476, deg=0.000]
Ep 029/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<05:56,  1.52s/it, loss=0.002, mat=0.003, sens=2.476, deg=0.000]
Ep 029/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<05:56,  1.52s/it, loss=0.002, mat=0.002, sens=2.526, deg=0.000]
Ep 029/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:54,  1.51s/it, loss=0.002, mat=0.002, sens=2.526, deg=0.000]
Ep 029/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:54,  1.51s/it, loss=0.002, mat=0.002, sens=3.339, deg=0.000]
Ep 029/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:52,  1.51s/it, loss=0.002, mat=0.002, sens=3.339, deg=0.000]
Ep 029/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:49,  1.51s/it, loss=0.001, mat=0.002, sens=1.629, deg=0.000]
Ep 029/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:47,  1.51s/it, loss=0.001, mat=0.002, sens=1.629, deg=0.000]
Ep 029/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:47,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:45,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:45,  1.51s/it, loss=0.001, mat=0.002, sens=2.533, deg=0.000]
Ep 029/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:43,  1.51s/it, loss=0.001, mat=0.002, sens=2.533, deg=0.000]
Ep 029/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:43,  1.51s/it, loss=0.002, mat=0.003, sens=1.826, deg=0.000]
Ep 029/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:42,  1.51s/it, loss=0.002, mat=0.003, sens=1.826, deg=0.000]
Ep 029/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:42,  1.51s/it, loss=0.002, mat=0.002, sens=2.314, deg=0.000]
Ep 029/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:50,  1.55s/it, loss=0.002, mat=0.002, sens=2.314, deg=0.000]
Ep 029/100 [S2:+mat]:  14%|▌   | 38/264 [00:59<05:50,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  15%|▌   | 39/264 [00:59<05:46,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:46,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  15%|▌   | 40/264 [01:02<05:42,  1.53s/it, loss=0.002, mat=0.003, sens=1.019, deg=0.000]
Ep 029/100 [S2:+mat]:  16%|▌   | 41/264 [01:02<05:40,  1.53s/it, loss=0.002, mat=0.003, sens=1.019, deg=0.000]
Ep 029/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:40,  1.53s/it, loss=0.002, mat=0.003, sens=2.658, deg=0.000]
Ep 029/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:37,  1.52s/it, loss=0.002, mat=0.003, sens=2.658, deg=0.000]
Ep 029/100 [S2:+mat]:  16%|▋   | 42/264 [01:05<05:37,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  16%|▋   | 43/264 [01:05<05:35,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:35,  1.52s/it, loss=0.002, mat=0.003, sens=6.033, deg=0.000]
Ep 029/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:33,  1.51s/it, loss=0.002, mat=0.003, sens=6.033, deg=0.000]
Ep 029/100 [S2:+mat]:  17%|▋   | 44/264 [01:08<05:33,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  17%|▋   | 45/264 [01:08<05:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:29,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  17%|▋   | 46/264 [01:11<05:29,  1.51s/it, loss=0.002, mat=0.002, sens=0.969, deg=0.000]
Ep 029/100 [S2:+mat]:  18%|▋   | 47/264 [01:11<05:27,  1.51s/it, loss=0.002, mat=0.002, sens=0.969, deg=0.000]
Ep 029/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:27,  1.51s/it, loss=0.002, mat=0.003, sens=4.287, deg=0.000]
Ep 029/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:25,  1.51s/it, loss=0.002, mat=0.003, sens=4.287, deg=0.000]
Ep 029/100 [S2:+mat]:  18%|▋   | 48/264 [01:14<05:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  19%|▋   | 49/264 [01:14<05:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:22,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  19%|▊   | 50/264 [01:17<05:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.801, deg=0.000]
Ep 029/100 [S2:+mat]:  19%|▊   | 51/264 [01:17<05:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.801, deg=0.000]
Ep 029/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:21,  1.51s/it, loss=0.001, mat=0.001, sens=0.949, deg=0.000]
Ep 029/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:20,  1.51s/it, loss=0.001, mat=0.001, sens=0.949, deg=0.000]
Ep 029/100 [S2:+mat]:  20%|▊   | 52/264 [01:20<05:20,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  20%|▊   | 53/264 [01:20<05:18,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:16,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  20%|▊   | 54/264 [01:23<05:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  21%|▊   | 55/264 [01:23<05:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  21%|▊   | 55/264 [01:25<05:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  21%|▊   | 56/264 [01:25<05:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:19,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:16,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  22%|▊   | 57/264 [01:28<05:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  22%|▉   | 58/264 [01:28<05:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:13,  1.52s/it, loss=0.001, mat=0.002, sens=1.107, deg=0.000]
Ep 029/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:11,  1.52s/it, loss=0.001, mat=0.002, sens=1.107, deg=0.000]
Ep 029/100 [S2:+mat]:  22%|▉   | 59/264 [01:31<05:11,  1.52s/it, loss=0.002, mat=0.004, sens=3.173, deg=0.000]
Ep 029/100 [S2:+mat]:  23%|▉   | 60/264 [01:31<05:09,  1.52s/it, loss=0.002, mat=0.004, sens=3.173, deg=0.000]
Ep 029/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:09,  1.52s/it, loss=0.002, mat=0.002, sens=0.799, deg=0.000]
Ep 029/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:07,  1.52s/it, loss=0.002, mat=0.002, sens=0.799, deg=0.000]
Ep 029/100 [S2:+mat]:  23%|▉   | 61/264 [01:34<05:07,  1.52s/it, loss=0.002, mat=0.003, sens=1.291, deg=0.000]
Ep 029/100 [S2:+mat]:  23%|▉   | 62/264 [01:34<05:08,  1.52s/it, loss=0.002, mat=0.003, sens=1.291, deg=0.000]
Ep 029/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  24%|▉   | 63/264 [01:37<05:06,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  24%|▉   | 64/264 [01:37<05:03,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:03,  1.52s/it, loss=0.001, mat=0.003, sens=1.798, deg=0.000]
Ep 029/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:02,  1.52s/it, loss=0.001, mat=0.003, sens=1.798, deg=0.000]
Ep 029/100 [S2:+mat]:  25%|▉   | 65/264 [01:40<05:02,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  25%|█   | 66/264 [01:40<05:00,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  25%|█   | 66/264 [01:42<05:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  25%|█   | 67/264 [01:42<04:58,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  25%|█   | 67/264 [01:43<04:58,  1.51s/it, loss=0.002, mat=0.003, sens=4.344, deg=0.000]
Ep 029/100 [S2:+mat]:  26%|█   | 68/264 [01:43<04:57,  1.52s/it, loss=0.002, mat=0.003, sens=4.344, deg=0.000]
Ep 029/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:57,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:55,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  26%|█   | 69/264 [01:46<04:55,  1.51s/it, loss=0.002, mat=0.001, sens=1.673, deg=0.000]
Ep 029/100 [S2:+mat]:  27%|█   | 70/264 [01:46<04:58,  1.54s/it, loss=0.002, mat=0.001, sens=1.673, deg=0.000]
Ep 029/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:58,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:55,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  27%|█   | 71/264 [01:49<04:55,  1.53s/it, loss=0.002, mat=0.003, sens=2.449, deg=0.000]
Ep 029/100 [S2:+mat]:  27%|█   | 72/264 [01:49<04:52,  1.52s/it, loss=0.002, mat=0.003, sens=2.449, deg=0.000]
Ep 029/100 [S2:+mat]:  27%|█   | 72/264 [01:51<04:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.801, deg=0.000]
Ep 029/100 [S2:+mat]:  28%|█   | 73/264 [01:51<04:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.801, deg=0.000]
Ep 029/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:50,  1.52s/it, loss=0.002, mat=0.003, sens=1.228, deg=0.000]
Ep 029/100 [S2:+mat]:  28%|█   | 74/264 [01:52<04:48,  1.52s/it, loss=0.002, mat=0.003, sens=1.228, deg=0.000]
Ep 029/100 [S2:+mat]:  28%|█   | 74/264 [01:54<04:48,  1.52s/it, loss=0.002, mat=0.003, sens=2.155, deg=0.000]
Ep 029/100 [S2:+mat]:  28%|█▏  | 75/264 [01:54<04:46,  1.52s/it, loss=0.002, mat=0.003, sens=2.155, deg=0.000]
Ep 029/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  29%|█▏  | 76/264 [01:55<04:44,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  29%|█▏  | 76/264 [01:57<04:44,  1.52s/it, loss=0.001, mat=0.001, sens=3.736, deg=0.000]
Ep 029/100 [S2:+mat]:  29%|█▏  | 77/264 [01:57<04:43,  1.52s/it, loss=0.001, mat=0.001, sens=3.736, deg=0.000]
Ep 029/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:43,  1.52s/it, loss=0.002, mat=0.003, sens=5.554, deg=0.000]
Ep 029/100 [S2:+mat]:  30%|█▏  | 78/264 [01:58<04:41,  1.51s/it, loss=0.002, mat=0.003, sens=5.554, deg=0.000]
Ep 029/100 [S2:+mat]:  30%|█▏  | 78/264 [02:00<04:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  30%|█▏  | 79/264 [02:00<04:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:40,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  30%|█▏  | 80/264 [02:01<04:38,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  30%|█▏  | 80/264 [02:03<04:38,  1.52s/it, loss=0.001, mat=0.002, sens=3.577, deg=0.000]
Ep 029/100 [S2:+mat]:  31%|█▏  | 81/264 [02:03<04:37,  1.52s/it, loss=0.001, mat=0.002, sens=3.577, deg=0.000]
Ep 029/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:37,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:40,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  31%|█▏  | 82/264 [02:06<04:40,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  31%|█▎  | 83/264 [02:06<04:37,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:37,  1.53s/it, loss=0.001, mat=0.002, sens=2.253, deg=0.000]
Ep 029/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:34,  1.53s/it, loss=0.001, mat=0.002, sens=2.253, deg=0.000]
Ep 029/100 [S2:+mat]:  32%|█▎  | 84/264 [02:09<04:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  32%|█▎  | 85/264 [02:09<04:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:33,  1.53s/it, loss=0.002, mat=0.003, sens=3.204, deg=0.000]
Ep 029/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:33,  1.53s/it, loss=0.002, mat=0.003, sens=3.204, deg=0.000]
Ep 029/100 [S2:+mat]:  33%|█▎  | 86/264 [02:12<04:33,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  33%|█▎  | 87/264 [02:12<04:30,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  33%|█▎  | 87/264 [02:14<04:30,  1.53s/it, loss=0.002, mat=0.003, sens=1.159, deg=0.000]
Ep 029/100 [S2:+mat]:  33%|█▎  | 88/264 [02:14<04:28,  1.53s/it, loss=0.002, mat=0.003, sens=1.159, deg=0.000]
Ep 029/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:28,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  34%|█▎  | 89/264 [02:15<04:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  34%|█▎  | 89/264 [02:17<04:26,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  34%|█▎  | 90/264 [02:17<04:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:24,  1.52s/it, loss=0.001, mat=0.002, sens=1.040, deg=0.000]
Ep 029/100 [S2:+mat]:  34%|█▍  | 91/264 [02:18<04:22,  1.52s/it, loss=0.001, mat=0.002, sens=1.040, deg=0.000]
Ep 029/100 [S2:+mat]:  34%|█▍  | 91/264 [02:20<04:22,  1.52s/it, loss=0.002, mat=0.002, sens=3.163, deg=0.000]
Ep 029/100 [S2:+mat]:  35%|█▍  | 92/264 [02:20<04:21,  1.52s/it, loss=0.002, mat=0.002, sens=3.163, deg=0.000]
Ep 029/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:21,  1.52s/it, loss=0.002, mat=0.002, sens=1.882, deg=0.000]
Ep 029/100 [S2:+mat]:  35%|█▍  | 93/264 [02:21<04:19,  1.52s/it, loss=0.002, mat=0.002, sens=1.882, deg=0.000]
Ep 029/100 [S2:+mat]:  35%|█▍  | 93/264 [02:23<04:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  36%|█▍  | 94/264 [02:23<04:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:17,  1.51s/it, loss=0.001, mat=0.002, sens=2.432, deg=0.000]
Ep 029/100 [S2:+mat]:  36%|█▍  | 95/264 [02:24<04:15,  1.51s/it, loss=0.001, mat=0.002, sens=2.432, deg=0.000]
Ep 029/100 [S2:+mat]:  36%|█▍  | 95/264 [02:26<04:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  36%|█▍  | 96/264 [02:26<04:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:13,  1.51s/it, loss=0.001, mat=0.002, sens=2.114, deg=0.000]
Ep 029/100 [S2:+mat]:  37%|█▍  | 97/264 [02:27<04:12,  1.51s/it, loss=0.001, mat=0.002, sens=2.114, deg=0.000]
Ep 029/100 [S2:+mat]:  37%|█▍  | 97/264 [02:29<04:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.839, deg=0.000]
Ep 029/100 [S2:+mat]:  37%|█▍  | 98/264 [02:29<04:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.839, deg=0.000]
Ep 029/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  38%|█▌  | 99/264 [02:30<04:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  38%|█▌  | 99/264 [02:32<04:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  38%|█▏ | 100/264 [02:32<04:12,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:12,  1.54s/it, loss=0.001, mat=0.002, sens=2.024, deg=0.000]
Ep 029/100 [S2:+mat]:  38%|█▏ | 101/264 [02:33<04:09,  1.53s/it, loss=0.001, mat=0.002, sens=2.024, deg=0.000]
Ep 029/100 [S2:+mat]:  38%|█▏ | 101/264 [02:35<04:09,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  39%|█▏ | 102/264 [02:35<04:07,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:07,  1.53s/it, loss=0.001, mat=0.002, sens=3.383, deg=0.000]
Ep 029/100 [S2:+mat]:  39%|█▏ | 103/264 [02:36<04:05,  1.52s/it, loss=0.001, mat=0.002, sens=3.383, deg=0.000]
Ep 029/100 [S2:+mat]:  39%|█▏ | 103/264 [02:38<04:05,  1.52s/it, loss=0.001, mat=0.002, sens=0.893, deg=0.000]
Ep 029/100 [S2:+mat]:  39%|█▏ | 104/264 [02:38<04:03,  1.52s/it, loss=0.001, mat=0.002, sens=0.893, deg=0.000]
Ep 029/100 [S2:+mat]:  39%|█▏ | 104/264 [02:40<04:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  40%|█▏ | 105/264 [02:40<04:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  40%|█▏ | 105/264 [02:41<04:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.880, deg=0.000]
Ep 029/100 [S2:+mat]:  40%|█▏ | 106/264 [02:41<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.880, deg=0.000]
Ep 029/100 [S2:+mat]:  40%|█▏ | 106/264 [02:43<04:00,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  41%|█▏ | 107/264 [02:43<03:58,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  41%|█▏ | 108/264 [02:44<03:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  41%|█▏ | 108/264 [02:46<03:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  41%|█▏ | 109/264 [02:46<03:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.819, deg=0.000]
Ep 029/100 [S2:+mat]:  42%|█▎ | 110/264 [02:47<03:53,  1.51s/it, loss=0.002, mat=0.004, sens=0.819, deg=0.000]
Ep 029/100 [S2:+mat]:  42%|█▎ | 110/264 [02:49<03:53,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  42%|█▎ | 111/264 [02:49<03:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  42%|█▎ | 112/264 [02:50<03:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  42%|█▎ | 112/264 [02:52<03:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  43%|█▎ | 113/264 [02:52<03:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:49,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  43%|█▎ | 114/264 [02:53<03:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  43%|█▎ | 114/264 [02:55<03:47,  1.52s/it, loss=0.002, mat=0.003, sens=3.987, deg=0.000]
Ep 029/100 [S2:+mat]:  44%|█▎ | 115/264 [02:55<03:49,  1.54s/it, loss=0.002, mat=0.003, sens=3.987, deg=0.000]
Ep 029/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:49,  1.54s/it, loss=0.001, mat=0.001, sens=1.733, deg=0.000]
Ep 029/100 [S2:+mat]:  44%|█▎ | 116/264 [02:56<03:46,  1.53s/it, loss=0.001, mat=0.001, sens=1.733, deg=0.000]
Ep 029/100 [S2:+mat]:  44%|█▎ | 116/264 [02:58<03:46,  1.53s/it, loss=0.001, mat=0.002, sens=1.017, deg=0.000]
Ep 029/100 [S2:+mat]:  44%|█▎ | 117/264 [02:58<03:44,  1.53s/it, loss=0.001, mat=0.002, sens=1.017, deg=0.000]
Ep 029/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:44,  1.53s/it, loss=0.001, mat=0.002, sens=1.023, deg=0.000]
Ep 029/100 [S2:+mat]:  45%|█▎ | 118/264 [02:59<03:42,  1.52s/it, loss=0.001, mat=0.002, sens=1.023, deg=0.000]
Ep 029/100 [S2:+mat]:  45%|█▎ | 118/264 [03:01<03:42,  1.52s/it, loss=0.001, mat=0.002, sens=3.784, deg=0.000]
Ep 029/100 [S2:+mat]:  45%|█▎ | 119/264 [03:01<03:40,  1.52s/it, loss=0.001, mat=0.002, sens=3.784, deg=0.000]
Ep 029/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  45%|█▎ | 120/264 [03:02<03:39,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  45%|█▎ | 120/264 [03:04<03:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  46%|█▍ | 121/264 [03:04<03:37,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:37,  1.52s/it, loss=0.002, mat=0.002, sens=2.474, deg=0.000]
Ep 029/100 [S2:+mat]:  46%|█▍ | 122/264 [03:05<03:35,  1.52s/it, loss=0.002, mat=0.002, sens=2.474, deg=0.000]
Ep 029/100 [S2:+mat]:  46%|█▍ | 122/264 [03:07<03:35,  1.52s/it, loss=0.001, mat=0.002, sens=2.934, deg=0.000]
Ep 029/100 [S2:+mat]:  47%|█▍ | 123/264 [03:07<03:34,  1.52s/it, loss=0.001, mat=0.002, sens=2.934, deg=0.000]
Ep 029/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  47%|█▍ | 124/264 [03:08<03:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  47%|█▍ | 125/264 [03:10<03:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.965, deg=0.000]
Ep 029/100 [S2:+mat]:  48%|█▍ | 126/264 [03:11<03:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.965, deg=0.000]
Ep 029/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.786, deg=0.000]
Ep 029/100 [S2:+mat]:  48%|█▍ | 127/264 [03:13<03:30,  1.54s/it, loss=0.001, mat=0.002, sens=0.786, deg=0.000]
Ep 029/100 [S2:+mat]:  48%|█▍ | 127/264 [03:15<03:30,  1.54s/it, loss=0.002, mat=0.003, sens=0.863, deg=0.000]
Ep 029/100 [S2:+mat]:  48%|█▍ | 128/264 [03:15<03:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.863, deg=0.000]
Ep 029/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  49%|█▍ | 129/264 [03:16<03:26,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  49%|█▍ | 129/264 [03:18<03:26,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  49%|█▍ | 130/264 [03:18<03:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:24,  1.52s/it, loss=0.002, mat=0.003, sens=3.312, deg=0.000]
Ep 029/100 [S2:+mat]:  50%|█▍ | 131/264 [03:19<03:22,  1.52s/it, loss=0.002, mat=0.003, sens=3.312, deg=0.000]
Ep 029/100 [S2:+mat]:  50%|█▍ | 131/264 [03:21<03:22,  1.52s/it, loss=0.003, mat=0.003, sens=1.137, deg=0.000]
Ep 029/100 [S2:+mat]:  50%|█▌ | 132/264 [03:21<03:20,  1.52s/it, loss=0.003, mat=0.003, sens=1.137, deg=0.000]
Ep 029/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.825, deg=0.000]
Ep 029/100 [S2:+mat]:  50%|█▌ | 133/264 [03:22<03:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.825, deg=0.000]
Ep 029/100 [S2:+mat]:  50%|█▌ | 133/264 [03:24<03:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  51%|█▌ | 134/264 [03:24<03:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:17,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  51%|█▌ | 135/264 [03:25<03:16,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  51%|█▌ | 135/264 [03:27<03:16,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  52%|█▌ | 136/264 [03:27<03:15,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:15,  1.53s/it, loss=0.001, mat=0.002, sens=1.048, deg=0.000]
Ep 029/100 [S2:+mat]:  52%|█▌ | 137/264 [03:28<03:13,  1.52s/it, loss=0.001, mat=0.002, sens=1.048, deg=0.000]
Ep 029/100 [S2:+mat]:  52%|█▌ | 137/264 [03:30<03:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.819, deg=0.000]
Ep 029/100 [S2:+mat]:  52%|█▌ | 138/264 [03:30<03:11,  1.52s/it, loss=0.001, mat=0.002, sens=0.819, deg=0.000]
Ep 029/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:11,  1.52s/it, loss=0.001, mat=0.001, sens=3.176, deg=0.000]
Ep 029/100 [S2:+mat]:  53%|█▌ | 139/264 [03:31<03:09,  1.52s/it, loss=0.001, mat=0.001, sens=3.176, deg=0.000]
Ep 029/100 [S2:+mat]:  53%|█▌ | 139/264 [03:33<03:09,  1.52s/it, loss=0.001, mat=0.002, sens=1.667, deg=0.000]
Ep 029/100 [S2:+mat]:  53%|█▌ | 140/264 [03:33<03:08,  1.52s/it, loss=0.001, mat=0.002, sens=1.667, deg=0.000]
Ep 029/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:08,  1.52s/it, loss=0.002, mat=0.002, sens=2.571, deg=0.000]
Ep 029/100 [S2:+mat]:  53%|█▌ | 141/264 [03:34<03:06,  1.52s/it, loss=0.002, mat=0.002, sens=2.571, deg=0.000]
Ep 029/100 [S2:+mat]:  53%|█▌ | 141/264 [03:36<03:06,  1.52s/it, loss=0.001, mat=0.002, sens=0.931, deg=0.000]
Ep 029/100 [S2:+mat]:  54%|█▌ | 142/264 [03:36<03:05,  1.52s/it, loss=0.001, mat=0.002, sens=0.931, deg=0.000]
Ep 029/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.873, deg=0.000]
Ep 029/100 [S2:+mat]:  54%|█▋ | 143/264 [03:37<03:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.873, deg=0.000]
Ep 029/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.827, deg=0.000]
Ep 029/100 [S2:+mat]:  55%|█▋ | 144/264 [03:39<03:01,  1.52s/it, loss=0.003, mat=0.004, sens=0.827, deg=0.000]
Ep 029/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:01,  1.52s/it, loss=0.001, mat=0.002, sens=1.398, deg=0.000]
Ep 029/100 [S2:+mat]:  55%|█▋ | 145/264 [03:40<03:00,  1.51s/it, loss=0.001, mat=0.002, sens=1.398, deg=0.000]
Ep 029/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<03:00,  1.51s/it, loss=0.002, mat=0.003, sens=2.808, deg=0.000]
Ep 029/100 [S2:+mat]:  55%|█▋ | 146/264 [03:42<03:01,  1.54s/it, loss=0.002, mat=0.003, sens=2.808, deg=0.000]
Ep 029/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<03:01,  1.54s/it, loss=0.002, mat=0.003, sens=3.579, deg=0.000]
Ep 029/100 [S2:+mat]:  56%|█▋ | 147/264 [03:43<02:59,  1.53s/it, loss=0.002, mat=0.003, sens=3.579, deg=0.000]
Ep 029/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:59,  1.53s/it, loss=0.001, mat=0.003, sens=1.318, deg=0.000]
Ep 029/100 [S2:+mat]:  56%|█▋ | 148/264 [03:45<02:56,  1.53s/it, loss=0.001, mat=0.003, sens=1.318, deg=0.000]
Ep 029/100 [S2:+mat]:  56%|█▋ | 148/264 [03:47<02:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  56%|█▋ | 149/264 [03:47<02:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:55,  1.52s/it, loss=0.001, mat=0.002, sens=1.300, deg=0.000]
Ep 029/100 [S2:+mat]:  57%|█▋ | 150/264 [03:48<02:53,  1.52s/it, loss=0.001, mat=0.002, sens=1.300, deg=0.000]
Ep 029/100 [S2:+mat]:  57%|█▋ | 150/264 [03:50<02:53,  1.52s/it, loss=0.001, mat=0.002, sens=3.546, deg=0.000]
Ep 029/100 [S2:+mat]:  57%|█▋ | 151/264 [03:50<02:51,  1.52s/it, loss=0.001, mat=0.002, sens=3.546, deg=0.000]
Ep 029/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:51,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  58%|█▋ | 152/264 [03:51<02:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  58%|█▋ | 152/264 [03:53<02:50,  1.52s/it, loss=0.001, mat=0.002, sens=1.641, deg=0.000]
Ep 029/100 [S2:+mat]:  58%|█▋ | 153/264 [03:53<02:48,  1.52s/it, loss=0.001, mat=0.002, sens=1.641, deg=0.000]
Ep 029/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:48,  1.52s/it, loss=0.001, mat=0.002, sens=0.876, deg=0.000]
Ep 029/100 [S2:+mat]:  58%|█▊ | 154/264 [03:54<02:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.876, deg=0.000]
Ep 029/100 [S2:+mat]:  58%|█▊ | 154/264 [03:56<02:46,  1.52s/it, loss=0.002, mat=0.003, sens=2.304, deg=0.000]
Ep 029/100 [S2:+mat]:  59%|█▊ | 155/264 [03:56<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=2.304, deg=0.000]
Ep 029/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.924, deg=0.000]
Ep 029/100 [S2:+mat]:  59%|█▊ | 156/264 [03:57<02:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.924, deg=0.000]
Ep 029/100 [S2:+mat]:  59%|█▊ | 156/264 [03:59<02:43,  1.52s/it, loss=0.002, mat=0.002, sens=3.873, deg=0.000]
Ep 029/100 [S2:+mat]:  59%|█▊ | 157/264 [03:59<02:42,  1.51s/it, loss=0.002, mat=0.002, sens=3.873, deg=0.000]
Ep 029/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:42,  1.51s/it, loss=0.002, mat=0.004, sens=3.238, deg=0.000]
Ep 029/100 [S2:+mat]:  60%|█▊ | 158/264 [04:00<02:40,  1.52s/it, loss=0.002, mat=0.004, sens=3.238, deg=0.000]
Ep 029/100 [S2:+mat]:  60%|█▊ | 158/264 [04:02<02:40,  1.52s/it, loss=0.001, mat=0.002, sens=2.151, deg=0.000]
Ep 029/100 [S2:+mat]:  60%|█▊ | 159/264 [04:02<02:40,  1.52s/it, loss=0.001, mat=0.002, sens=2.151, deg=0.000]
Ep 029/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:40,  1.52s/it, loss=0.001, mat=0.002, sens=2.419, deg=0.000]
Ep 029/100 [S2:+mat]:  61%|█▊ | 160/264 [04:03<02:40,  1.55s/it, loss=0.001, mat=0.002, sens=2.419, deg=0.000]
Ep 029/100 [S2:+mat]:  61%|█▊ | 160/264 [04:05<02:40,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  61%|█▊ | 161/264 [04:05<02:38,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:38,  1.54s/it, loss=0.002, mat=0.003, sens=3.491, deg=0.000]
Ep 029/100 [S2:+mat]:  61%|█▊ | 162/264 [04:06<02:35,  1.53s/it, loss=0.002, mat=0.003, sens=3.491, deg=0.000]
Ep 029/100 [S2:+mat]:  61%|█▊ | 162/264 [04:08<02:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  62%|█▊ | 163/264 [04:08<02:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:34,  1.53s/it, loss=0.002, mat=0.003, sens=3.801, deg=0.000]
Ep 029/100 [S2:+mat]:  62%|█▊ | 164/264 [04:09<02:32,  1.52s/it, loss=0.002, mat=0.003, sens=3.801, deg=0.000]
Ep 029/100 [S2:+mat]:  62%|█▊ | 164/264 [04:11<02:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  62%|█▉ | 165/264 [04:11<02:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:30,  1.52s/it, loss=0.001, mat=0.002, sens=2.431, deg=0.000]
Ep 029/100 [S2:+mat]:  63%|█▉ | 166/264 [04:12<02:28,  1.52s/it, loss=0.001, mat=0.002, sens=2.431, deg=0.000]
Ep 029/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  63%|█▉ | 167/264 [04:14<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:27,  1.52s/it, loss=0.002, mat=0.002, sens=1.059, deg=0.000]
Ep 029/100 [S2:+mat]:  64%|█▉ | 168/264 [04:15<02:25,  1.52s/it, loss=0.002, mat=0.002, sens=1.059, deg=0.000]
Ep 029/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  64%|█▉ | 169/264 [04:17<02:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:24,  1.52s/it, loss=0.001, mat=0.002, sens=1.291, deg=0.000]
Ep 029/100 [S2:+mat]:  64%|█▉ | 170/264 [04:18<02:22,  1.52s/it, loss=0.001, mat=0.002, sens=1.291, deg=0.000]
Ep 029/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:22,  1.52s/it, loss=0.002, mat=0.003, sens=4.107, deg=0.000]
Ep 029/100 [S2:+mat]:  65%|█▉ | 171/264 [04:20<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=4.107, deg=0.000]
Ep 029/100 [S2:+mat]:  65%|█▉ | 171/264 [04:22<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  65%|█▉ | 172/264 [04:22<02:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:21,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  66%|█▉ | 173/264 [04:23<02:19,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  66%|█▉ | 173/264 [04:25<02:19,  1.53s/it, loss=0.002, mat=0.002, sens=2.734, deg=0.000]
Ep 029/100 [S2:+mat]:  66%|█▉ | 174/264 [04:25<02:17,  1.53s/it, loss=0.002, mat=0.002, sens=2.734, deg=0.000]
Ep 029/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:17,  1.53s/it, loss=0.001, mat=0.002, sens=3.807, deg=0.000]
Ep 029/100 [S2:+mat]:  66%|█▉ | 175/264 [04:26<02:15,  1.53s/it, loss=0.001, mat=0.002, sens=3.807, deg=0.000]
Ep 029/100 [S2:+mat]:  66%|█▉ | 175/264 [04:28<02:15,  1.53s/it, loss=0.002, mat=0.003, sens=2.901, deg=0.000]
Ep 029/100 [S2:+mat]:  67%|██ | 176/264 [04:28<02:14,  1.52s/it, loss=0.002, mat=0.003, sens=2.901, deg=0.000]
Ep 029/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:14,  1.52s/it, loss=0.001, mat=0.003, sens=1.612, deg=0.000]
Ep 029/100 [S2:+mat]:  67%|██ | 177/264 [04:29<02:12,  1.52s/it, loss=0.001, mat=0.003, sens=1.612, deg=0.000]
Ep 029/100 [S2:+mat]:  67%|██ | 177/264 [04:31<02:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  67%|██ | 178/264 [04:31<02:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.883, deg=0.000]
Ep 029/100 [S2:+mat]:  68%|██ | 179/264 [04:32<02:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.883, deg=0.000]
Ep 029/100 [S2:+mat]:  68%|██ | 179/264 [04:34<02:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 029/100 [S2:+mat]:  68%|██ | 180/264 [04:34<02:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.804, deg=0.000]
Ep 029/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:07,  1.52s/it, loss=0.002, mat=0.002, sens=3.743, deg=0.000]
Ep 029/100 [S2:+mat]:  69%|██ | 181/264 [04:35<02:06,  1.52s/it, loss=0.002, mat=0.002, sens=3.743, deg=0.000]
Ep 029/100 [S2:+mat]:  69%|██ | 181/264 [04:37<02:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  69%|██ | 182/264 [04:37<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.868, deg=0.000]
Ep 029/100 [S2:+mat]:  69%|██ | 183/264 [04:38<02:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.868, deg=0.000]
Ep 029/100 [S2:+mat]:  69%|██ | 183/264 [04:40<02:04,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  70%|██ | 184/264 [04:40<02:02,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  70%|██ | 185/264 [04:41<02:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  70%|██ | 185/264 [04:43<02:00,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  70%|██ | 186/264 [04:43<01:58,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:58,  1.52s/it, loss=0.001, mat=0.002, sens=3.987, deg=0.000]
Ep 029/100 [S2:+mat]:  71%|██▏| 187/264 [04:44<01:57,  1.52s/it, loss=0.001, mat=0.002, sens=3.987, deg=0.000]
Ep 029/100 [S2:+mat]:  71%|██▏| 187/264 [04:46<01:57,  1.52s/it, loss=0.001, mat=0.002, sens=3.482, deg=0.000]
Ep 029/100 [S2:+mat]:  71%|██▏| 188/264 [04:46<01:55,  1.52s/it, loss=0.001, mat=0.002, sens=3.482, deg=0.000]
Ep 029/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:55,  1.52s/it, loss=0.001, mat=0.002, sens=2.200, deg=0.000]
Ep 029/100 [S2:+mat]:  72%|██▏| 189/264 [04:47<01:54,  1.52s/it, loss=0.001, mat=0.002, sens=2.200, deg=0.000]
Ep 029/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:54,  1.52s/it, loss=0.001, mat=0.002, sens=3.685, deg=0.000]
Ep 029/100 [S2:+mat]:  72%|██▏| 190/264 [04:49<01:54,  1.54s/it, loss=0.001, mat=0.002, sens=3.685, deg=0.000]
Ep 029/100 [S2:+mat]:  72%|██▏| 190/264 [04:51<01:54,  1.54s/it, loss=0.001, mat=0.003, sens=3.842, deg=0.000]
Ep 029/100 [S2:+mat]:  72%|██▏| 191/264 [04:51<01:51,  1.53s/it, loss=0.001, mat=0.003, sens=3.842, deg=0.000]
Ep 029/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:51,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  73%|██▏| 192/264 [04:52<01:50,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  73%|██▏| 192/264 [04:54<01:50,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  73%|██▏| 193/264 [04:54<01:48,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:48,  1.53s/it, loss=0.002, mat=0.002, sens=4.021, deg=0.000]
Ep 029/100 [S2:+mat]:  73%|██▏| 194/264 [04:55<01:46,  1.52s/it, loss=0.002, mat=0.002, sens=4.021, deg=0.000]
Ep 029/100 [S2:+mat]:  73%|██▏| 194/264 [04:57<01:46,  1.52s/it, loss=0.001, mat=0.002, sens=3.963, deg=0.000]
Ep 029/100 [S2:+mat]:  74%|██▏| 195/264 [04:57<01:44,  1.52s/it, loss=0.001, mat=0.002, sens=3.963, deg=0.000]
Ep 029/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:44,  1.52s/it, loss=0.002, mat=0.003, sens=5.529, deg=0.000]
Ep 029/100 [S2:+mat]:  74%|██▏| 196/264 [04:58<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=5.529, deg=0.000]
Ep 029/100 [S2:+mat]:  74%|██▏| 196/264 [05:00<01:43,  1.52s/it, loss=0.001, mat=0.003, sens=1.032, deg=0.000]
Ep 029/100 [S2:+mat]:  75%|██▏| 197/264 [05:00<01:41,  1.52s/it, loss=0.001, mat=0.003, sens=1.032, deg=0.000]
Ep 029/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  75%|██▎| 198/264 [05:01<01:40,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  75%|██▎| 198/264 [05:03<01:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  75%|██▎| 199/264 [05:03<01:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:38,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  76%|██▎| 200/264 [05:04<01:37,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  76%|██▎| 200/264 [05:06<01:37,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  76%|██▎| 201/264 [05:06<01:35,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.809, deg=0.000]
Ep 029/100 [S2:+mat]:  77%|██▎| 202/264 [05:07<01:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.809, deg=0.000]
Ep 029/100 [S2:+mat]:  77%|██▎| 202/264 [05:09<01:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  77%|██▎| 203/264 [05:09<01:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  77%|██▎| 204/264 [05:10<01:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  77%|██▎| 204/264 [05:12<01:30,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  78%|██▎| 205/264 [05:12<01:30,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:30,  1.54s/it, loss=0.001, mat=0.002, sens=2.377, deg=0.000]
Ep 029/100 [S2:+mat]:  78%|██▎| 206/264 [05:13<01:28,  1.53s/it, loss=0.001, mat=0.002, sens=2.377, deg=0.000]
Ep 029/100 [S2:+mat]:  78%|██▎| 206/264 [05:15<01:28,  1.53s/it, loss=0.001, mat=0.002, sens=4.685, deg=0.000]
Ep 029/100 [S2:+mat]:  78%|██▎| 207/264 [05:15<01:27,  1.54s/it, loss=0.001, mat=0.002, sens=4.685, deg=0.000]
Ep 029/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:27,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  79%|██▎| 208/264 [05:16<01:26,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  79%|██▎| 208/264 [05:18<01:26,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  79%|██▍| 209/264 [05:18<01:24,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  79%|██▍| 209/264 [05:20<01:24,  1.53s/it, loss=0.002, mat=0.002, sens=2.829, deg=0.000]
Ep 029/100 [S2:+mat]:  80%|██▍| 210/264 [05:20<01:22,  1.53s/it, loss=0.002, mat=0.002, sens=2.829, deg=0.000]
Ep 029/100 [S2:+mat]:  80%|██▍| 210/264 [05:21<01:22,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  80%|██▍| 211/264 [05:21<01:20,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  80%|██▍| 211/264 [05:23<01:20,  1.53s/it, loss=0.001, mat=0.002, sens=1.003, deg=0.000]
Ep 029/100 [S2:+mat]:  80%|██▍| 212/264 [05:23<01:19,  1.52s/it, loss=0.001, mat=0.002, sens=1.003, deg=0.000]
Ep 029/100 [S2:+mat]:  80%|██▍| 212/264 [05:24<01:19,  1.52s/it, loss=0.001, mat=0.002, sens=2.895, deg=0.000]
Ep 029/100 [S2:+mat]:  81%|██▍| 213/264 [05:24<01:17,  1.52s/it, loss=0.001, mat=0.002, sens=2.895, deg=0.000]
Ep 029/100 [S2:+mat]:  81%|██▍| 213/264 [05:26<01:17,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  81%|██▍| 214/264 [05:26<01:16,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  81%|██▍| 214/264 [05:27<01:16,  1.52s/it, loss=0.002, mat=0.003, sens=3.700, deg=0.000]
Ep 029/100 [S2:+mat]:  81%|██▍| 215/264 [05:27<01:14,  1.52s/it, loss=0.002, mat=0.003, sens=3.700, deg=0.000]
Ep 029/100 [S2:+mat]:  81%|██▍| 215/264 [05:29<01:14,  1.52s/it, loss=0.001, mat=0.002, sens=1.770, deg=0.000]
Ep 029/100 [S2:+mat]:  82%|██▍| 216/264 [05:29<01:12,  1.52s/it, loss=0.001, mat=0.002, sens=1.770, deg=0.000]
Ep 029/100 [S2:+mat]:  82%|██▍| 216/264 [05:30<01:12,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  82%|██▍| 217/264 [05:30<01:12,  1.54s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  82%|██▍| 217/264 [05:32<01:12,  1.54s/it, loss=0.001, mat=0.002, sens=0.800, deg=0.000]
Ep 029/100 [S2:+mat]:  83%|██▍| 218/264 [05:32<01:10,  1.53s/it, loss=0.001, mat=0.002, sens=0.800, deg=0.000]
Ep 029/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:10,  1.53s/it, loss=0.002, mat=0.004, sens=5.772, deg=0.000]
Ep 029/100 [S2:+mat]:  83%|██▍| 219/264 [05:33<01:08,  1.53s/it, loss=0.002, mat=0.004, sens=5.772, deg=0.000]
Ep 029/100 [S2:+mat]:  83%|██▍| 219/264 [05:35<01:08,  1.53s/it, loss=0.001, mat=0.002, sens=3.248, deg=0.000]
Ep 029/100 [S2:+mat]:  83%|██▌| 220/264 [05:35<01:07,  1.53s/it, loss=0.001, mat=0.002, sens=3.248, deg=0.000]
Ep 029/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:07,  1.53s/it, loss=0.001, mat=0.001, sens=5.066, deg=0.000]
Ep 029/100 [S2:+mat]:  84%|██▌| 221/264 [05:36<01:05,  1.52s/it, loss=0.001, mat=0.001, sens=5.066, deg=0.000]
Ep 029/100 [S2:+mat]:  84%|██▌| 221/264 [05:38<01:05,  1.52s/it, loss=0.001, mat=0.002, sens=3.150, deg=0.000]
Ep 029/100 [S2:+mat]:  84%|██▌| 222/264 [05:38<01:04,  1.52s/it, loss=0.001, mat=0.002, sens=3.150, deg=0.000]
Ep 029/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:04,  1.52s/it, loss=0.001, mat=0.002, sens=4.991, deg=0.000]
Ep 029/100 [S2:+mat]:  84%|██▌| 223/264 [05:39<01:02,  1.52s/it, loss=0.001, mat=0.002, sens=4.991, deg=0.000]
Ep 029/100 [S2:+mat]:  84%|██▌| 223/264 [05:41<01:02,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  85%|██▌| 224/264 [05:41<01:00,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  85%|██▌| 225/264 [05:42<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  85%|██▌| 225/264 [05:44<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  86%|██▌| 226/264 [05:44<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  86%|██▌| 226/264 [05:45<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=2.176, deg=0.000]
Ep 029/100 [S2:+mat]:  86%|██▌| 227/264 [05:45<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=2.176, deg=0.000]
Ep 029/100 [S2:+mat]:  86%|██▌| 227/264 [05:47<00:56,  1.52s/it, loss=0.001, mat=0.002, sens=1.468, deg=0.000]
Ep 029/100 [S2:+mat]:  86%|██▌| 228/264 [05:47<00:54,  1.52s/it, loss=0.001, mat=0.002, sens=1.468, deg=0.000]
Ep 029/100 [S2:+mat]:  86%|██▌| 228/264 [05:48<00:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  87%|██▌| 229/264 [05:48<00:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  87%|██▌| 229/264 [05:50<00:53,  1.52s/it, loss=0.001, mat=0.003, sens=5.041, deg=0.000]
Ep 029/100 [S2:+mat]:  87%|██▌| 230/264 [05:50<00:51,  1.52s/it, loss=0.001, mat=0.003, sens=5.041, deg=0.000]
Ep 029/100 [S2:+mat]:  87%|██▌| 230/264 [05:51<00:51,  1.52s/it, loss=0.002, mat=0.002, sens=3.532, deg=0.000]
Ep 029/100 [S2:+mat]:  88%|██▋| 231/264 [05:51<00:50,  1.52s/it, loss=0.002, mat=0.002, sens=3.532, deg=0.000]
Ep 029/100 [S2:+mat]:  88%|██▋| 231/264 [05:53<00:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.984, deg=0.000]
Ep 029/100 [S2:+mat]:  88%|██▋| 232/264 [05:53<00:48,  1.53s/it, loss=0.001, mat=0.002, sens=0.984, deg=0.000]
Ep 029/100 [S2:+mat]:  88%|██▋| 232/264 [05:55<00:48,  1.53s/it, loss=0.001, mat=0.002, sens=3.093, deg=0.000]
Ep 029/100 [S2:+mat]:  88%|██▋| 233/264 [05:55<00:47,  1.53s/it, loss=0.001, mat=0.002, sens=3.093, deg=0.000]
Ep 029/100 [S2:+mat]:  88%|██▋| 233/264 [05:56<00:47,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  89%|██▋| 234/264 [05:56<00:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  89%|██▋| 234/264 [05:58<00:45,  1.52s/it, loss=0.001, mat=0.002, sens=2.550, deg=0.000]
Ep 029/100 [S2:+mat]:  89%|██▋| 235/264 [05:58<00:44,  1.52s/it, loss=0.001, mat=0.002, sens=2.550, deg=0.000]
Ep 029/100 [S2:+mat]:  89%|██▋| 235/264 [05:59<00:44,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  89%|██▋| 236/264 [05:59<00:43,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  89%|██▋| 236/264 [06:01<00:43,  1.54s/it, loss=0.001, mat=0.002, sens=1.087, deg=0.000]
Ep 029/100 [S2:+mat]:  90%|██▋| 237/264 [06:01<00:41,  1.53s/it, loss=0.001, mat=0.002, sens=1.087, deg=0.000]
Ep 029/100 [S2:+mat]:  90%|██▋| 237/264 [06:02<00:41,  1.53s/it, loss=0.001, mat=0.002, sens=1.085, deg=0.000]
Ep 029/100 [S2:+mat]:  90%|██▋| 238/264 [06:02<00:39,  1.53s/it, loss=0.001, mat=0.002, sens=1.085, deg=0.000]
Ep 029/100 [S2:+mat]:  90%|██▋| 238/264 [06:04<00:39,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  91%|██▋| 239/264 [06:04<00:38,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  91%|██▋| 239/264 [06:05<00:38,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  91%|██▋| 240/264 [06:05<00:36,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  91%|██▋| 240/264 [06:07<00:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  91%|██▋| 241/264 [06:07<00:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  91%|██▋| 241/264 [06:08<00:35,  1.52s/it, loss=0.001, mat=0.003, sens=4.332, deg=0.000]
Ep 029/100 [S2:+mat]:  92%|██▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.001, mat=0.003, sens=4.332, deg=0.000]
Ep 029/100 [S2:+mat]:  92%|██▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.002, mat=0.003, sens=3.101, deg=0.000]
Ep 029/100 [S2:+mat]:  92%|██▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=3.101, deg=0.000]
Ep 029/100 [S2:+mat]:  92%|██▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=2.895, deg=0.000]
Ep 029/100 [S2:+mat]:  92%|██▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=2.895, deg=0.000]
Ep 029/100 [S2:+mat]:  92%|██▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  93%|██▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  93%|██▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  93%|██▊| 246/264 [06:14<00:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  93%|██▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.001, mat=0.002, sens=2.125, deg=0.000]
Ep 029/100 [S2:+mat]:  94%|██▊| 247/264 [06:16<00:25,  1.52s/it, loss=0.001, mat=0.002, sens=2.125, deg=0.000]
Ep 029/100 [S2:+mat]:  94%|██▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.002, mat=0.003, sens=3.270, deg=0.000]
Ep 029/100 [S2:+mat]:  94%|██▊| 248/264 [06:17<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=3.270, deg=0.000]
Ep 029/100 [S2:+mat]:  94%|██▊| 248/264 [06:19<00:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.799, deg=0.000]
Ep 029/100 [S2:+mat]:  94%|██▊| 249/264 [06:19<00:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.799, deg=0.000]
Ep 029/100 [S2:+mat]:  94%|██▊| 249/264 [06:21<00:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.884, deg=0.000]
Ep 029/100 [S2:+mat]:  95%|██▊| 250/264 [06:21<00:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.884, deg=0.000]
Ep 029/100 [S2:+mat]:  95%|██▊| 250/264 [06:22<00:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  95%|██▊| 251/264 [06:22<00:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  95%|██▊| 251/264 [06:24<00:19,  1.53s/it, loss=0.001, mat=0.002, sens=1.139, deg=0.000]
Ep 029/100 [S2:+mat]:  95%|██▊| 252/264 [06:24<00:18,  1.53s/it, loss=0.001, mat=0.002, sens=1.139, deg=0.000]
Ep 029/100 [S2:+mat]:  95%|██▊| 252/264 [06:25<00:18,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  96%|██▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  96%|██▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  96%|██▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  96%|██▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  97%|██▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  97%|██▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.002, mat=0.002, sens=1.366, deg=0.000]
Ep 029/100 [S2:+mat]:  97%|██▉| 256/264 [06:30<00:12,  1.53s/it, loss=0.002, mat=0.002, sens=1.366, deg=0.000]
Ep 029/100 [S2:+mat]:  97%|██▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.001, mat=0.001, sens=3.805, deg=0.000]
Ep 029/100 [S2:+mat]:  97%|██▉| 257/264 [06:31<00:10,  1.53s/it, loss=0.001, mat=0.001, sens=3.805, deg=0.000]
Ep 029/100 [S2:+mat]:  97%|██▉| 257/264 [06:33<00:10,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  98%|██▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]:  98%|██▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.002, mat=0.003, sens=1.001, deg=0.000]
Ep 029/100 [S2:+mat]:  98%|██▉| 259/264 [06:34<00:07,  1.52s/it, loss=0.002, mat=0.003, sens=1.001, deg=0.000]
Ep 029/100 [S2:+mat]:  98%|██▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.001, mat=0.002, sens=0.804, deg=0.000]
Ep 029/100 [S2:+mat]:  98%|██▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.001, mat=0.002, sens=0.804, deg=0.000]
Ep 029/100 [S2:+mat]:  98%|██▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.852, deg=0.000]
Ep 029/100 [S2:+mat]:  99%|██▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.852, deg=0.000]
Ep 029/100 [S2:+mat]:  99%|██▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.001, mat=0.002, sens=6.465, deg=0.000]
Ep 029/100 [S2:+mat]:  99%|██▉| 262/264 [06:39<00:03,  1.54s/it, loss=0.001, mat=0.002, sens=6.465, deg=0.000]
Ep 029/100 [S2:+mat]:  99%|██▉| 262/264 [06:40<00:03,  1.54s/it, loss=0.002, mat=0.003, sens=1.666, deg=0.000]
Ep 029/100 [S2:+mat]: 100%|██▉| 263/264 [06:40<00:01,  1.53s/it, loss=0.002, mat=0.003, sens=1.666, deg=0.000]
Ep 029/100 [S2:+mat]: 100%|██▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 029/100 [S2:+mat]: 100%|███| 264/264 [06:42<00:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 029/100 [S2:+mat]  loss=0.0015  mat=0.0025  sens=1.3836  deg=0.0000  orth=0.0003  α=0.5 β=0.0 γ=0.5  402s

Ep 030/100 [S2:+mat]:   0%|                                                           | 0/264 [00:00<?, ?it/s]
Ep 030/100 [S2:+mat]:   0%|             | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.003, sens=4.644, deg=0.000]
Ep 030/100 [S2:+mat]:   0%|     | 1/264 [00:02<09:14,  2.11s/it, loss=0.001, mat=0.003, sens=4.644, deg=0.000]
Ep 030/100 [S2:+mat]:   0%|     | 1/264 [00:03<09:14,  2.11s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   1%|     | 2/264 [00:03<07:40,  1.76s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   1%|     | 2/264 [00:05<07:40,  1.76s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   1%|     | 3/264 [00:05<07:08,  1.64s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   1%|     | 3/264 [00:06<07:08,  1.64s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   2%|     | 4/264 [00:06<06:53,  1.59s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   2%|     | 4/264 [00:08<06:53,  1.59s/it, loss=0.001, mat=0.002, sens=5.769, deg=0.000]
Ep 030/100 [S2:+mat]:   2%|     | 5/264 [00:08<06:44,  1.56s/it, loss=0.001, mat=0.002, sens=5.769, deg=0.000]
Ep 030/100 [S2:+mat]:   2%|     | 5/264 [00:09<06:44,  1.56s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   2%|     | 6/264 [00:09<06:38,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   2%|     | 6/264 [00:11<06:38,  1.54s/it, loss=0.001, mat=0.002, sens=1.466, deg=0.000]
Ep 030/100 [S2:+mat]:   3%|▏    | 7/264 [00:11<06:34,  1.53s/it, loss=0.001, mat=0.002, sens=1.466, deg=0.000]
Ep 030/100 [S2:+mat]:   3%|▏    | 7/264 [00:12<06:34,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   3%|▏    | 8/264 [00:12<06:31,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   3%|▏    | 8/264 [00:14<06:31,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   3%|▏    | 9/264 [00:14<06:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   3%|▏    | 9/264 [00:15<06:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   4%|▏   | 10/264 [00:15<06:35,  1.56s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   4%|▏   | 10/264 [00:17<06:35,  1.56s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   4%|▏   | 11/264 [00:17<06:30,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   4%|▏   | 11/264 [00:18<06:30,  1.54s/it, loss=0.002, mat=0.002, sens=0.806, deg=0.000]
Ep 030/100 [S2:+mat]:   5%|▏   | 12/264 [00:18<06:27,  1.54s/it, loss=0.002, mat=0.002, sens=0.806, deg=0.000]
Ep 030/100 [S2:+mat]:   5%|▏   | 12/264 [00:20<06:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.900, deg=0.000]
Ep 030/100 [S2:+mat]:   5%|▏   | 13/264 [00:20<06:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.900, deg=0.000]
Ep 030/100 [S2:+mat]:   5%|▏   | 13/264 [00:21<06:23,  1.53s/it, loss=0.001, mat=0.003, sens=0.875, deg=0.000]
Ep 030/100 [S2:+mat]:   5%|▏   | 14/264 [00:21<06:21,  1.53s/it, loss=0.001, mat=0.003, sens=0.875, deg=0.000]
Ep 030/100 [S2:+mat]:   5%|▏   | 14/264 [00:23<06:21,  1.53s/it, loss=0.001, mat=0.003, sens=1.246, deg=0.000]
Ep 030/100 [S2:+mat]:   6%|▏   | 15/264 [00:23<06:21,  1.53s/it, loss=0.001, mat=0.003, sens=1.246, deg=0.000]
Ep 030/100 [S2:+mat]:   6%|▏   | 15/264 [00:24<06:21,  1.53s/it, loss=0.001, mat=0.002, sens=1.213, deg=0.000]
Ep 030/100 [S2:+mat]:   6%|▏   | 16/264 [00:24<06:19,  1.53s/it, loss=0.001, mat=0.002, sens=1.213, deg=0.000]
Ep 030/100 [S2:+mat]:   6%|▏   | 16/264 [00:26<06:19,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   6%|▎   | 17/264 [00:26<06:16,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   6%|▎   | 17/264 [00:28<06:16,  1.53s/it, loss=0.001, mat=0.002, sens=1.481, deg=0.000]
Ep 030/100 [S2:+mat]:   7%|▎   | 18/264 [00:28<06:15,  1.52s/it, loss=0.001, mat=0.002, sens=1.481, deg=0.000]
Ep 030/100 [S2:+mat]:   7%|▎   | 18/264 [00:29<06:15,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   7%|▎   | 19/264 [00:29<06:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:   7%|▎   | 19/264 [00:31<06:12,  1.52s/it, loss=0.002, mat=0.003, sens=2.396, deg=0.000]
Ep 030/100 [S2:+mat]:   8%|▎   | 20/264 [00:31<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=2.396, deg=0.000]
Ep 030/100 [S2:+mat]:   8%|▎   | 20/264 [00:32<06:11,  1.52s/it, loss=0.001, mat=0.002, sens=0.865, deg=0.000]
Ep 030/100 [S2:+mat]:   8%|▎   | 21/264 [00:32<06:10,  1.52s/it, loss=0.001, mat=0.002, sens=0.865, deg=0.000]
Ep 030/100 [S2:+mat]:   8%|▎   | 21/264 [00:34<06:10,  1.52s/it, loss=0.002, mat=0.003, sens=2.290, deg=0.000]
Ep 030/100 [S2:+mat]:   8%|▎   | 22/264 [00:34<06:08,  1.52s/it, loss=0.002, mat=0.003, sens=2.290, deg=0.000]
Ep 030/100 [S2:+mat]:   8%|▎   | 22/264 [00:35<06:08,  1.52s/it, loss=0.001, mat=0.002, sens=0.790, deg=0.000]
Ep 030/100 [S2:+mat]:   9%|▎   | 23/264 [00:35<06:06,  1.52s/it, loss=0.001, mat=0.002, sens=0.790, deg=0.000]
Ep 030/100 [S2:+mat]:   9%|▎   | 23/264 [00:37<06:06,  1.52s/it, loss=0.001, mat=0.002, sens=1.861, deg=0.000]
Ep 030/100 [S2:+mat]:   9%|▎   | 24/264 [00:37<06:04,  1.52s/it, loss=0.001, mat=0.002, sens=1.861, deg=0.000]
Ep 030/100 [S2:+mat]:   9%|▎   | 24/264 [00:38<06:04,  1.52s/it, loss=0.001, mat=0.002, sens=4.992, deg=0.000]
Ep 030/100 [S2:+mat]:   9%|▍   | 25/264 [00:38<06:03,  1.52s/it, loss=0.001, mat=0.002, sens=4.992, deg=0.000]
Ep 030/100 [S2:+mat]:   9%|▍   | 25/264 [00:40<06:03,  1.52s/it, loss=0.001, mat=0.002, sens=0.812, deg=0.000]
Ep 030/100 [S2:+mat]:  10%|▍   | 26/264 [00:40<06:01,  1.52s/it, loss=0.001, mat=0.002, sens=0.812, deg=0.000]
Ep 030/100 [S2:+mat]:  10%|▍   | 26/264 [00:41<06:01,  1.52s/it, loss=0.001, mat=0.003, sens=1.859, deg=0.000]
Ep 030/100 [S2:+mat]:  10%|▍   | 27/264 [00:41<06:00,  1.52s/it, loss=0.001, mat=0.003, sens=1.859, deg=0.000]
Ep 030/100 [S2:+mat]:  10%|▍   | 27/264 [00:43<06:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  11%|▍   | 28/264 [00:43<05:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  11%|▍   | 28/264 [00:44<05:58,  1.52s/it, loss=0.001, mat=0.002, sens=1.033, deg=0.000]
Ep 030/100 [S2:+mat]:  11%|▍   | 29/264 [00:44<06:02,  1.54s/it, loss=0.001, mat=0.002, sens=1.033, deg=0.000]
Ep 030/100 [S2:+mat]:  11%|▍   | 29/264 [00:46<06:02,  1.54s/it, loss=0.001, mat=0.002, sens=2.158, deg=0.000]
Ep 030/100 [S2:+mat]:  11%|▍   | 30/264 [00:46<05:59,  1.54s/it, loss=0.001, mat=0.002, sens=2.158, deg=0.000]
Ep 030/100 [S2:+mat]:  11%|▍   | 30/264 [00:47<05:59,  1.54s/it, loss=0.001, mat=0.002, sens=1.229, deg=0.000]
Ep 030/100 [S2:+mat]:  12%|▍   | 31/264 [00:47<05:56,  1.53s/it, loss=0.001, mat=0.002, sens=1.229, deg=0.000]
Ep 030/100 [S2:+mat]:  12%|▍   | 31/264 [00:49<05:56,  1.53s/it, loss=0.001, mat=0.002, sens=0.985, deg=0.000]
Ep 030/100 [S2:+mat]:  12%|▍   | 32/264 [00:49<05:54,  1.53s/it, loss=0.001, mat=0.002, sens=0.985, deg=0.000]
Ep 030/100 [S2:+mat]:  12%|▍   | 32/264 [00:50<05:54,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  12%|▌   | 33/264 [00:50<05:51,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  12%|▌   | 33/264 [00:52<05:51,  1.52s/it, loss=0.002, mat=0.002, sens=4.190, deg=0.000]
Ep 030/100 [S2:+mat]:  13%|▌   | 34/264 [00:52<05:50,  1.52s/it, loss=0.002, mat=0.002, sens=4.190, deg=0.000]
Ep 030/100 [S2:+mat]:  13%|▌   | 34/264 [00:53<05:50,  1.52s/it, loss=0.001, mat=0.002, sens=1.381, deg=0.000]
Ep 030/100 [S2:+mat]:  13%|▌   | 35/264 [00:53<05:48,  1.52s/it, loss=0.001, mat=0.002, sens=1.381, deg=0.000]
Ep 030/100 [S2:+mat]:  13%|▌   | 35/264 [00:55<05:48,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  14%|▌   | 36/264 [00:55<05:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  14%|▌   | 36/264 [00:56<05:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.802, deg=0.000]
Ep 030/100 [S2:+mat]:  14%|▌   | 37/264 [00:56<05:45,  1.52s/it, loss=0.001, mat=0.002, sens=0.802, deg=0.000]
Ep 030/100 [S2:+mat]:  14%|▌   | 37/264 [00:58<05:45,  1.52s/it, loss=0.001, mat=0.002, sens=2.316, deg=0.000]
Ep 030/100 [S2:+mat]:  14%|▌   | 38/264 [00:58<05:43,  1.52s/it, loss=0.001, mat=0.002, sens=2.316, deg=0.000]
Ep 030/100 [S2:+mat]:  14%|▌   | 38/264 [01:00<05:43,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  15%|▌   | 39/264 [01:00<05:43,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  15%|▌   | 39/264 [01:01<05:43,  1.53s/it, loss=0.001, mat=0.002, sens=2.366, deg=0.000]
Ep 030/100 [S2:+mat]:  15%|▌   | 40/264 [01:01<05:42,  1.53s/it, loss=0.001, mat=0.002, sens=2.366, deg=0.000]
Ep 030/100 [S2:+mat]:  15%|▌   | 40/264 [01:03<05:42,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  16%|▌   | 41/264 [01:03<05:40,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  16%|▌   | 41/264 [01:04<05:40,  1.53s/it, loss=0.002, mat=0.003, sens=4.675, deg=0.000]
Ep 030/100 [S2:+mat]:  16%|▋   | 42/264 [01:04<05:39,  1.53s/it, loss=0.002, mat=0.003, sens=4.675, deg=0.000]
Ep 030/100 [S2:+mat]:  16%|▋   | 42/264 [01:06<05:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  16%|▋   | 43/264 [01:06<05:42,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  16%|▋   | 43/264 [01:07<05:42,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  17%|▋   | 44/264 [01:07<05:38,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  17%|▋   | 44/264 [01:09<05:38,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  17%|▋   | 45/264 [01:09<05:36,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  17%|▋   | 45/264 [01:10<05:36,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  17%|▋   | 46/264 [01:10<05:33,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  17%|▋   | 46/264 [01:12<05:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.976, deg=0.000]
Ep 030/100 [S2:+mat]:  18%|▋   | 47/264 [01:12<05:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.976, deg=0.000]
Ep 030/100 [S2:+mat]:  18%|▋   | 47/264 [01:13<05:30,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  18%|▋   | 48/264 [01:13<05:29,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  18%|▋   | 48/264 [01:15<05:29,  1.53s/it, loss=0.001, mat=0.002, sens=0.917, deg=0.000]
Ep 030/100 [S2:+mat]:  19%|▋   | 49/264 [01:15<05:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.917, deg=0.000]
Ep 030/100 [S2:+mat]:  19%|▋   | 49/264 [01:16<05:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  19%|▊   | 50/264 [01:16<05:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  19%|▊   | 50/264 [01:18<05:25,  1.52s/it, loss=0.001, mat=0.002, sens=1.013, deg=0.000]
Ep 030/100 [S2:+mat]:  19%|▊   | 51/264 [01:18<05:23,  1.52s/it, loss=0.001, mat=0.002, sens=1.013, deg=0.000]
Ep 030/100 [S2:+mat]:  19%|▊   | 51/264 [01:19<05:23,  1.52s/it, loss=0.001, mat=0.002, sens=1.754, deg=0.000]
Ep 030/100 [S2:+mat]:  20%|▊   | 52/264 [01:19<05:22,  1.52s/it, loss=0.001, mat=0.002, sens=1.754, deg=0.000]
Ep 030/100 [S2:+mat]:  20%|▊   | 52/264 [01:21<05:22,  1.52s/it, loss=0.001, mat=0.002, sens=4.273, deg=0.000]
Ep 030/100 [S2:+mat]:  20%|▊   | 53/264 [01:21<05:20,  1.52s/it, loss=0.001, mat=0.002, sens=4.273, deg=0.000]
Ep 030/100 [S2:+mat]:  20%|▊   | 53/264 [01:22<05:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.996, deg=0.000]
Ep 030/100 [S2:+mat]:  20%|▊   | 54/264 [01:22<05:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.996, deg=0.000]
Ep 030/100 [S2:+mat]:  20%|▊   | 54/264 [01:24<05:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  21%|▊   | 55/264 [01:24<05:22,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  21%|▊   | 55/264 [01:26<05:22,  1.54s/it, loss=0.002, mat=0.004, sens=0.809, deg=0.000]
Ep 030/100 [S2:+mat]:  21%|▊   | 56/264 [01:26<05:19,  1.54s/it, loss=0.002, mat=0.004, sens=0.809, deg=0.000]
Ep 030/100 [S2:+mat]:  21%|▊   | 56/264 [01:27<05:19,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  22%|▊   | 57/264 [01:27<05:17,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  22%|▊   | 57/264 [01:29<05:17,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  22%|▉   | 58/264 [01:29<05:14,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  22%|▉   | 58/264 [01:30<05:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  22%|▉   | 59/264 [01:30<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  22%|▉   | 59/264 [01:32<05:12,  1.53s/it, loss=0.001, mat=0.002, sens=1.271, deg=0.000]
Ep 030/100 [S2:+mat]:  23%|▉   | 60/264 [01:32<05:11,  1.53s/it, loss=0.001, mat=0.002, sens=1.271, deg=0.000]
Ep 030/100 [S2:+mat]:  23%|▉   | 60/264 [01:33<05:11,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  23%|▉   | 61/264 [01:33<05:08,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  23%|▉   | 61/264 [01:35<05:08,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  23%|▉   | 62/264 [01:35<05:07,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  23%|▉   | 62/264 [01:36<05:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  24%|▉   | 63/264 [01:36<05:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  24%|▉   | 63/264 [01:38<05:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  24%|▉   | 64/264 [01:38<05:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  24%|▉   | 64/264 [01:39<05:06,  1.53s/it, loss=0.002, mat=0.003, sens=5.578, deg=0.000]
Ep 030/100 [S2:+mat]:  25%|▉   | 65/264 [01:39<05:04,  1.53s/it, loss=0.002, mat=0.003, sens=5.578, deg=0.000]
Ep 030/100 [S2:+mat]:  25%|▉   | 65/264 [01:41<05:04,  1.53s/it, loss=0.001, mat=0.003, sens=1.057, deg=0.000]
Ep 030/100 [S2:+mat]:  25%|█   | 66/264 [01:41<05:02,  1.53s/it, loss=0.001, mat=0.003, sens=1.057, deg=0.000]
Ep 030/100 [S2:+mat]:  25%|█   | 66/264 [01:42<05:02,  1.53s/it, loss=0.003, mat=0.001, sens=1.259, deg=0.000]
Ep 030/100 [S2:+mat]:  25%|█   | 67/264 [01:42<05:01,  1.53s/it, loss=0.003, mat=0.001, sens=1.259, deg=0.000]
Ep 030/100 [S2:+mat]:  25%|█   | 67/264 [01:44<05:01,  1.53s/it, loss=0.001, mat=0.002, sens=2.729, deg=0.000]
Ep 030/100 [S2:+mat]:  26%|█   | 68/264 [01:44<04:59,  1.53s/it, loss=0.001, mat=0.002, sens=2.729, deg=0.000]
Ep 030/100 [S2:+mat]:  26%|█   | 68/264 [01:45<04:59,  1.53s/it, loss=0.002, mat=0.002, sens=1.193, deg=0.000]
Ep 030/100 [S2:+mat]:  26%|█   | 69/264 [01:45<04:57,  1.53s/it, loss=0.002, mat=0.002, sens=1.193, deg=0.000]
Ep 030/100 [S2:+mat]:  26%|█   | 69/264 [01:47<04:57,  1.53s/it, loss=0.001, mat=0.002, sens=2.316, deg=0.000]
Ep 030/100 [S2:+mat]:  27%|█   | 70/264 [01:47<04:56,  1.53s/it, loss=0.001, mat=0.002, sens=2.316, deg=0.000]
Ep 030/100 [S2:+mat]:  27%|█   | 70/264 [01:48<04:56,  1.53s/it, loss=0.002, mat=0.002, sens=2.219, deg=0.000]
Ep 030/100 [S2:+mat]:  27%|█   | 71/264 [01:48<04:54,  1.53s/it, loss=0.002, mat=0.002, sens=2.219, deg=0.000]
Ep 030/100 [S2:+mat]:  27%|█   | 71/264 [01:50<04:54,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  27%|█   | 72/264 [01:50<04:53,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  27%|█   | 72/264 [01:52<04:53,  1.53s/it, loss=0.001, mat=0.002, sens=1.147, deg=0.000]
Ep 030/100 [S2:+mat]:  28%|█   | 73/264 [01:52<04:55,  1.55s/it, loss=0.001, mat=0.002, sens=1.147, deg=0.000]
Ep 030/100 [S2:+mat]:  28%|█   | 73/264 [01:53<04:55,  1.55s/it, loss=0.002, mat=0.003, sens=1.164, deg=0.000]
Ep 030/100 [S2:+mat]:  28%|█   | 74/264 [01:53<04:52,  1.54s/it, loss=0.002, mat=0.003, sens=1.164, deg=0.000]
Ep 030/100 [S2:+mat]:  28%|█   | 74/264 [01:55<04:52,  1.54s/it, loss=0.002, mat=0.003, sens=2.467, deg=0.000]
Ep 030/100 [S2:+mat]:  28%|█▏  | 75/264 [01:55<04:50,  1.54s/it, loss=0.002, mat=0.003, sens=2.467, deg=0.000]
Ep 030/100 [S2:+mat]:  28%|█▏  | 75/264 [01:56<04:50,  1.54s/it, loss=0.001, mat=0.002, sens=2.134, deg=0.000]
Ep 030/100 [S2:+mat]:  29%|█▏  | 76/264 [01:56<04:48,  1.53s/it, loss=0.001, mat=0.002, sens=2.134, deg=0.000]
Ep 030/100 [S2:+mat]:  29%|█▏  | 76/264 [01:58<04:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  29%|█▏  | 77/264 [01:58<04:45,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  29%|█▏  | 77/264 [01:59<04:45,  1.53s/it, loss=0.001, mat=0.002, sens=1.178, deg=0.000]
Ep 030/100 [S2:+mat]:  30%|█▏  | 78/264 [01:59<04:43,  1.53s/it, loss=0.001, mat=0.002, sens=1.178, deg=0.000]
Ep 030/100 [S2:+mat]:  30%|█▏  | 78/264 [02:01<04:43,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  30%|█▏  | 79/264 [02:01<04:42,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  30%|█▏  | 79/264 [02:02<04:42,  1.53s/it, loss=0.001, mat=0.002, sens=0.939, deg=0.000]
Ep 030/100 [S2:+mat]:  30%|█▏  | 80/264 [02:02<04:40,  1.52s/it, loss=0.001, mat=0.002, sens=0.939, deg=0.000]
Ep 030/100 [S2:+mat]:  30%|█▏  | 80/264 [02:04<04:40,  1.52s/it, loss=0.001, mat=0.001, sens=1.036, deg=0.000]
Ep 030/100 [S2:+mat]:  31%|█▏  | 81/264 [02:04<04:38,  1.52s/it, loss=0.001, mat=0.001, sens=1.036, deg=0.000]
Ep 030/100 [S2:+mat]:  31%|█▏  | 81/264 [02:05<04:38,  1.52s/it, loss=0.002, mat=0.004, sens=0.957, deg=0.000]
Ep 030/100 [S2:+mat]:  31%|█▏  | 82/264 [02:05<04:37,  1.52s/it, loss=0.002, mat=0.004, sens=0.957, deg=0.000]
Ep 030/100 [S2:+mat]:  31%|█▏  | 82/264 [02:07<04:37,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  31%|█▎  | 83/264 [02:07<04:35,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  31%|█▎  | 83/264 [02:08<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.823, deg=0.000]
Ep 030/100 [S2:+mat]:  32%|█▎  | 84/264 [02:08<04:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.823, deg=0.000]
Ep 030/100 [S2:+mat]:  32%|█▎  | 84/264 [02:10<04:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  32%|█▎  | 85/264 [02:10<04:32,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  32%|█▎  | 85/264 [02:11<04:32,  1.52s/it, loss=0.002, mat=0.002, sens=3.815, deg=0.000]
Ep 030/100 [S2:+mat]:  33%|█▎  | 86/264 [02:11<04:31,  1.52s/it, loss=0.002, mat=0.002, sens=3.815, deg=0.000]
Ep 030/100 [S2:+mat]:  33%|█▎  | 86/264 [02:13<04:31,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  33%|█▎  | 87/264 [02:13<04:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  33%|█▎  | 87/264 [02:15<04:29,  1.52s/it, loss=0.001, mat=0.002, sens=1.047, deg=0.000]
Ep 030/100 [S2:+mat]:  33%|█▎  | 88/264 [02:15<04:36,  1.57s/it, loss=0.001, mat=0.002, sens=1.047, deg=0.000]
Ep 030/100 [S2:+mat]:  33%|█▎  | 88/264 [02:16<04:36,  1.57s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  34%|█▎  | 89/264 [02:16<04:31,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  34%|█▎  | 89/264 [02:18<04:31,  1.55s/it, loss=0.002, mat=0.003, sens=7.009, deg=0.000]
Ep 030/100 [S2:+mat]:  34%|█▎  | 90/264 [02:18<04:28,  1.54s/it, loss=0.002, mat=0.003, sens=7.009, deg=0.000]
Ep 030/100 [S2:+mat]:  34%|█▎  | 90/264 [02:19<04:28,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  34%|█▍  | 91/264 [02:19<04:25,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  34%|█▍  | 91/264 [02:21<04:25,  1.54s/it, loss=0.001, mat=0.002, sens=1.678, deg=0.000]
Ep 030/100 [S2:+mat]:  35%|█▍  | 92/264 [02:21<04:23,  1.53s/it, loss=0.001, mat=0.002, sens=1.678, deg=0.000]
Ep 030/100 [S2:+mat]:  35%|█▍  | 92/264 [02:22<04:23,  1.53s/it, loss=0.001, mat=0.002, sens=4.153, deg=0.000]
Ep 030/100 [S2:+mat]:  35%|█▍  | 93/264 [02:22<04:21,  1.53s/it, loss=0.001, mat=0.002, sens=4.153, deg=0.000]
Ep 030/100 [S2:+mat]:  35%|█▍  | 93/264 [02:24<04:21,  1.53s/it, loss=0.001, mat=0.002, sens=0.821, deg=0.000]
Ep 030/100 [S2:+mat]:  36%|█▍  | 94/264 [02:24<04:19,  1.53s/it, loss=0.001, mat=0.002, sens=0.821, deg=0.000]
Ep 030/100 [S2:+mat]:  36%|█▍  | 94/264 [02:25<04:19,  1.53s/it, loss=0.002, mat=0.003, sens=3.156, deg=0.000]
Ep 030/100 [S2:+mat]:  36%|█▍  | 95/264 [02:25<04:17,  1.53s/it, loss=0.002, mat=0.003, sens=3.156, deg=0.000]
Ep 030/100 [S2:+mat]:  36%|█▍  | 95/264 [02:27<04:17,  1.53s/it, loss=0.001, mat=0.001, sens=3.303, deg=0.000]
Ep 030/100 [S2:+mat]:  36%|█▍  | 96/264 [02:27<04:16,  1.53s/it, loss=0.001, mat=0.001, sens=3.303, deg=0.000]
Ep 030/100 [S2:+mat]:  36%|█▍  | 96/264 [02:28<04:16,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  37%|█▍  | 97/264 [02:28<04:14,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  37%|█▍  | 97/264 [02:30<04:14,  1.53s/it, loss=0.001, mat=0.002, sens=1.134, deg=0.000]
Ep 030/100 [S2:+mat]:  37%|█▍  | 98/264 [02:30<04:13,  1.53s/it, loss=0.001, mat=0.002, sens=1.134, deg=0.000]
Ep 030/100 [S2:+mat]:  37%|█▍  | 98/264 [02:31<04:13,  1.53s/it, loss=0.002, mat=0.003, sens=1.337, deg=0.000]
Ep 030/100 [S2:+mat]:  38%|█▌  | 99/264 [02:31<04:11,  1.53s/it, loss=0.002, mat=0.003, sens=1.337, deg=0.000]
Ep 030/100 [S2:+mat]:  38%|█▌  | 99/264 [02:33<04:11,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  38%|█▏ | 100/264 [02:33<04:13,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  38%|█▏ | 100/264 [02:34<04:13,  1.55s/it, loss=0.001, mat=0.002, sens=2.107, deg=0.000]
Ep 030/100 [S2:+mat]:  38%|█▏ | 101/264 [02:34<04:10,  1.54s/it, loss=0.001, mat=0.002, sens=2.107, deg=0.000]
Ep 030/100 [S2:+mat]:  38%|█▏ | 101/264 [02:36<04:10,  1.54s/it, loss=0.002, mat=0.003, sens=2.790, deg=0.000]
Ep 030/100 [S2:+mat]:  39%|█▏ | 102/264 [02:36<04:08,  1.53s/it, loss=0.002, mat=0.003, sens=2.790, deg=0.000]
Ep 030/100 [S2:+mat]:  39%|█▏ | 102/264 [02:37<04:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  39%|█▏ | 103/264 [02:37<04:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  39%|█▏ | 103/264 [02:39<04:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  39%|█▏ | 104/264 [02:39<04:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  39%|█▏ | 104/264 [02:40<04:04,  1.53s/it, loss=0.001, mat=0.003, sens=0.809, deg=0.000]
Ep 030/100 [S2:+mat]:  40%|█▏ | 105/264 [02:40<04:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.809, deg=0.000]
Ep 030/100 [S2:+mat]:  40%|█▏ | 105/264 [02:42<04:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.813, deg=0.000]
Ep 030/100 [S2:+mat]:  40%|█▏ | 106/264 [02:42<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.813, deg=0.000]
Ep 030/100 [S2:+mat]:  40%|█▏ | 106/264 [02:44<04:00,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  41%|█▏ | 107/264 [02:44<03:59,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  41%|█▏ | 107/264 [02:45<03:59,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  41%|█▏ | 108/264 [02:45<03:57,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  41%|█▏ | 108/264 [02:47<03:57,  1.52s/it, loss=0.001, mat=0.003, sens=1.320, deg=0.000]
Ep 030/100 [S2:+mat]:  41%|█▏ | 109/264 [02:47<03:55,  1.52s/it, loss=0.001, mat=0.003, sens=1.320, deg=0.000]
Ep 030/100 [S2:+mat]:  41%|█▏ | 109/264 [02:48<03:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.802, deg=0.000]
Ep 030/100 [S2:+mat]:  42%|█▎ | 110/264 [02:48<03:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.802, deg=0.000]
Ep 030/100 [S2:+mat]:  42%|█▎ | 110/264 [02:50<03:54,  1.52s/it, loss=0.002, mat=0.002, sens=3.799, deg=0.000]
Ep 030/100 [S2:+mat]:  42%|█▎ | 111/264 [02:50<03:52,  1.52s/it, loss=0.002, mat=0.002, sens=3.799, deg=0.000]
Ep 030/100 [S2:+mat]:  42%|█▎ | 111/264 [02:51<03:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  42%|█▎ | 112/264 [02:51<03:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  42%|█▎ | 112/264 [02:53<03:51,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  43%|█▎ | 113/264 [02:53<03:51,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  43%|█▎ | 113/264 [02:54<03:51,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  43%|█▎ | 114/264 [02:54<03:50,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  43%|█▎ | 114/264 [02:56<03:50,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  44%|█▎ | 115/264 [02:56<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  44%|█▎ | 115/264 [02:57<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=1.262, deg=0.000]
Ep 030/100 [S2:+mat]:  44%|█▎ | 116/264 [02:57<03:46,  1.53s/it, loss=0.002, mat=0.003, sens=1.262, deg=0.000]
Ep 030/100 [S2:+mat]:  44%|█▎ | 116/264 [02:59<03:46,  1.53s/it, loss=0.001, mat=0.002, sens=1.997, deg=0.000]
Ep 030/100 [S2:+mat]:  44%|█▎ | 117/264 [02:59<03:44,  1.53s/it, loss=0.001, mat=0.002, sens=1.997, deg=0.000]
Ep 030/100 [S2:+mat]:  44%|█▎ | 117/264 [03:00<03:44,  1.53s/it, loss=0.002, mat=0.002, sens=1.448, deg=0.000]
Ep 030/100 [S2:+mat]:  45%|█▎ | 118/264 [03:00<03:43,  1.53s/it, loss=0.002, mat=0.002, sens=1.448, deg=0.000]
Ep 030/100 [S2:+mat]:  45%|█▎ | 118/264 [03:02<03:43,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  45%|█▎ | 119/264 [03:02<03:44,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  45%|█▎ | 119/264 [03:03<03:44,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  45%|█▎ | 120/264 [03:03<03:41,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  45%|█▎ | 120/264 [03:05<03:41,  1.54s/it, loss=0.001, mat=0.002, sens=4.903, deg=0.000]
Ep 030/100 [S2:+mat]:  46%|█▍ | 121/264 [03:05<03:39,  1.53s/it, loss=0.001, mat=0.002, sens=4.903, deg=0.000]
Ep 030/100 [S2:+mat]:  46%|█▍ | 121/264 [03:06<03:39,  1.53s/it, loss=0.002, mat=0.003, sens=2.410, deg=0.000]
Ep 030/100 [S2:+mat]:  46%|█▍ | 122/264 [03:06<03:37,  1.53s/it, loss=0.002, mat=0.003, sens=2.410, deg=0.000]
Ep 030/100 [S2:+mat]:  46%|█▍ | 122/264 [03:08<03:37,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  47%|█▍ | 123/264 [03:08<03:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  47%|█▍ | 123/264 [03:10<03:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  47%|█▍ | 124/264 [03:10<03:33,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  47%|█▍ | 124/264 [03:11<03:33,  1.52s/it, loss=0.002, mat=0.003, sens=3.510, deg=0.000]
Ep 030/100 [S2:+mat]:  47%|█▍ | 125/264 [03:11<03:31,  1.52s/it, loss=0.002, mat=0.003, sens=3.510, deg=0.000]
Ep 030/100 [S2:+mat]:  47%|█▍ | 125/264 [03:13<03:31,  1.52s/it, loss=0.002, mat=0.003, sens=3.646, deg=0.000]
Ep 030/100 [S2:+mat]:  48%|█▍ | 126/264 [03:13<03:29,  1.52s/it, loss=0.002, mat=0.003, sens=3.646, deg=0.000]
Ep 030/100 [S2:+mat]:  48%|█▍ | 126/264 [03:14<03:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  48%|█▍ | 127/264 [03:14<03:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  48%|█▍ | 127/264 [03:16<03:28,  1.52s/it, loss=0.002, mat=0.002, sens=4.681, deg=0.000]
Ep 030/100 [S2:+mat]:  48%|█▍ | 128/264 [03:16<03:26,  1.52s/it, loss=0.002, mat=0.002, sens=4.681, deg=0.000]
Ep 030/100 [S2:+mat]:  48%|█▍ | 128/264 [03:17<03:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  49%|█▍ | 129/264 [03:17<03:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  49%|█▍ | 129/264 [03:19<03:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.807, deg=0.000]
Ep 030/100 [S2:+mat]:  49%|█▍ | 130/264 [03:19<03:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.807, deg=0.000]
Ep 030/100 [S2:+mat]:  49%|█▍ | 130/264 [03:20<03:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  50%|█▍ | 131/264 [03:20<03:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  50%|█▍ | 131/264 [03:22<03:22,  1.52s/it, loss=0.001, mat=0.002, sens=1.430, deg=0.000]
Ep 030/100 [S2:+mat]:  50%|█▌ | 132/264 [03:22<03:20,  1.52s/it, loss=0.001, mat=0.002, sens=1.430, deg=0.000]
Ep 030/100 [S2:+mat]:  50%|█▌ | 132/264 [03:23<03:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  50%|█▌ | 133/264 [03:23<03:22,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  50%|█▌ | 133/264 [03:25<03:22,  1.54s/it, loss=0.002, mat=0.004, sens=0.813, deg=0.000]
Ep 030/100 [S2:+mat]:  51%|█▌ | 134/264 [03:25<03:20,  1.54s/it, loss=0.002, mat=0.004, sens=0.813, deg=0.000]
Ep 030/100 [S2:+mat]:  51%|█▌ | 134/264 [03:26<03:20,  1.54s/it, loss=0.001, mat=0.002, sens=1.606, deg=0.000]
Ep 030/100 [S2:+mat]:  51%|█▌ | 135/264 [03:26<03:17,  1.53s/it, loss=0.001, mat=0.002, sens=1.606, deg=0.000]
Ep 030/100 [S2:+mat]:  51%|█▌ | 135/264 [03:28<03:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  52%|█▌ | 136/264 [03:28<03:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  52%|█▌ | 136/264 [03:29<03:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.811, deg=0.000]
Ep 030/100 [S2:+mat]:  52%|█▌ | 137/264 [03:29<03:15,  1.54s/it, loss=0.002, mat=0.003, sens=0.811, deg=0.000]
Ep 030/100 [S2:+mat]:  52%|█▌ | 137/264 [03:31<03:15,  1.54s/it, loss=0.001, mat=0.002, sens=1.043, deg=0.000]
Ep 030/100 [S2:+mat]:  52%|█▌ | 138/264 [03:31<03:13,  1.54s/it, loss=0.001, mat=0.002, sens=1.043, deg=0.000]
Ep 030/100 [S2:+mat]:  52%|█▌ | 138/264 [03:32<03:13,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  53%|█▌ | 139/264 [03:32<03:11,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  53%|█▌ | 139/264 [03:34<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=4.118, deg=0.000]
Ep 030/100 [S2:+mat]:  53%|█▌ | 140/264 [03:34<03:09,  1.53s/it, loss=0.002, mat=0.003, sens=4.118, deg=0.000]
Ep 030/100 [S2:+mat]:  53%|█▌ | 140/264 [03:36<03:09,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  53%|█▌ | 141/264 [03:36<03:07,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  53%|█▌ | 141/264 [03:37<03:07,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  54%|█▌ | 142/264 [03:37<03:05,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  54%|█▌ | 142/264 [03:39<03:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  54%|█▋ | 143/264 [03:39<03:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  54%|█▋ | 143/264 [03:40<03:04,  1.52s/it, loss=0.001, mat=0.002, sens=3.954, deg=0.000]
Ep 030/100 [S2:+mat]:  55%|█▋ | 144/264 [03:40<03:03,  1.53s/it, loss=0.001, mat=0.002, sens=3.954, deg=0.000]
Ep 030/100 [S2:+mat]:  55%|█▋ | 144/264 [03:42<03:03,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  55%|█▋ | 145/264 [03:42<03:04,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  55%|█▋ | 145/264 [03:43<03:04,  1.55s/it, loss=0.002, mat=0.003, sens=0.858, deg=0.000]
Ep 030/100 [S2:+mat]:  55%|█▋ | 146/264 [03:43<03:01,  1.54s/it, loss=0.002, mat=0.003, sens=0.858, deg=0.000]
Ep 030/100 [S2:+mat]:  55%|█▋ | 146/264 [03:45<03:01,  1.54s/it, loss=0.002, mat=0.004, sens=1.367, deg=0.000]
Ep 030/100 [S2:+mat]:  56%|█▋ | 147/264 [03:45<02:59,  1.53s/it, loss=0.002, mat=0.004, sens=1.367, deg=0.000]
Ep 030/100 [S2:+mat]:  56%|█▋ | 147/264 [03:46<02:59,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  56%|█▋ | 148/264 [03:46<02:57,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  56%|█▋ | 148/264 [03:48<02:57,  1.53s/it, loss=0.001, mat=0.002, sens=0.842, deg=0.000]
Ep 030/100 [S2:+mat]:  56%|█▋ | 149/264 [03:48<02:55,  1.53s/it, loss=0.001, mat=0.002, sens=0.842, deg=0.000]
Ep 030/100 [S2:+mat]:  56%|█▋ | 149/264 [03:49<02:55,  1.53s/it, loss=0.001, mat=0.002, sens=1.384, deg=0.000]
Ep 030/100 [S2:+mat]:  57%|█▋ | 150/264 [03:49<02:54,  1.53s/it, loss=0.001, mat=0.002, sens=1.384, deg=0.000]
Ep 030/100 [S2:+mat]:  57%|█▋ | 150/264 [03:51<02:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  57%|█▋ | 151/264 [03:51<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  57%|█▋ | 151/264 [03:52<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  58%|█▋ | 152/264 [03:52<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  58%|█▋ | 152/264 [03:54<02:50,  1.52s/it, loss=0.002, mat=0.002, sens=3.684, deg=0.000]
Ep 030/100 [S2:+mat]:  58%|█▋ | 153/264 [03:54<02:49,  1.52s/it, loss=0.002, mat=0.002, sens=3.684, deg=0.000]
Ep 030/100 [S2:+mat]:  58%|█▋ | 153/264 [03:55<02:49,  1.52s/it, loss=0.001, mat=0.003, sens=0.925, deg=0.000]
Ep 030/100 [S2:+mat]:  58%|█▊ | 154/264 [03:55<02:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.925, deg=0.000]
Ep 030/100 [S2:+mat]:  58%|█▊ | 154/264 [03:57<02:47,  1.52s/it, loss=0.001, mat=0.002, sens=1.628, deg=0.000]
Ep 030/100 [S2:+mat]:  59%|█▊ | 155/264 [03:57<02:45,  1.52s/it, loss=0.001, mat=0.002, sens=1.628, deg=0.000]
Ep 030/100 [S2:+mat]:  59%|█▊ | 155/264 [03:58<02:45,  1.52s/it, loss=0.001, mat=0.003, sens=1.888, deg=0.000]
Ep 030/100 [S2:+mat]:  59%|█▊ | 156/264 [03:58<02:44,  1.52s/it, loss=0.001, mat=0.003, sens=1.888, deg=0.000]
Ep 030/100 [S2:+mat]:  59%|█▊ | 156/264 [04:00<02:44,  1.52s/it, loss=0.002, mat=0.003, sens=3.398, deg=0.000]
Ep 030/100 [S2:+mat]:  59%|█▊ | 157/264 [04:00<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=3.398, deg=0.000]
Ep 030/100 [S2:+mat]:  59%|█▊ | 157/264 [04:01<02:42,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  60%|█▊ | 158/264 [04:01<02:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  60%|█▊ | 158/264 [04:03<02:41,  1.52s/it, loss=0.002, mat=0.004, sens=1.358, deg=0.000]
Ep 030/100 [S2:+mat]:  60%|█▊ | 159/264 [04:03<02:39,  1.52s/it, loss=0.002, mat=0.004, sens=1.358, deg=0.000]
Ep 030/100 [S2:+mat]:  60%|█▊ | 159/264 [04:05<02:39,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  61%|█▊ | 160/264 [04:05<02:38,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  61%|█▊ | 160/264 [04:06<02:38,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  61%|█▊ | 161/264 [04:06<02:37,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  61%|█▊ | 161/264 [04:08<02:37,  1.53s/it, loss=0.002, mat=0.003, sens=2.982, deg=0.000]
Ep 030/100 [S2:+mat]:  61%|█▊ | 162/264 [04:08<02:36,  1.53s/it, loss=0.002, mat=0.003, sens=2.982, deg=0.000]
Ep 030/100 [S2:+mat]:  61%|█▊ | 162/264 [04:09<02:36,  1.53s/it, loss=0.003, mat=0.006, sens=4.428, deg=0.000]
Ep 030/100 [S2:+mat]:  62%|█▊ | 163/264 [04:09<02:37,  1.55s/it, loss=0.003, mat=0.006, sens=4.428, deg=0.000]
Ep 030/100 [S2:+mat]:  62%|█▊ | 163/264 [04:11<02:37,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  62%|█▊ | 164/264 [04:11<02:34,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  62%|█▊ | 164/264 [04:12<02:34,  1.54s/it, loss=0.001, mat=0.002, sens=1.978, deg=0.000]
Ep 030/100 [S2:+mat]:  62%|█▉ | 165/264 [04:12<02:32,  1.54s/it, loss=0.001, mat=0.002, sens=1.978, deg=0.000]
Ep 030/100 [S2:+mat]:  62%|█▉ | 165/264 [04:14<02:32,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  63%|█▉ | 166/264 [04:14<02:30,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  63%|█▉ | 166/264 [04:15<02:30,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  63%|█▉ | 167/264 [04:15<02:28,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  63%|█▉ | 167/264 [04:17<02:28,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  64%|█▉ | 168/264 [04:17<02:26,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  64%|█▉ | 168/264 [04:18<02:26,  1.52s/it, loss=0.002, mat=0.003, sens=1.041, deg=0.000]
Ep 030/100 [S2:+mat]:  64%|█▉ | 169/264 [04:18<02:24,  1.52s/it, loss=0.002, mat=0.003, sens=1.041, deg=0.000]
Ep 030/100 [S2:+mat]:  64%|█▉ | 169/264 [04:20<02:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 030/100 [S2:+mat]:  64%|█▉ | 170/264 [04:20<02:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.925, deg=0.000]
Ep 030/100 [S2:+mat]:  64%|█▉ | 170/264 [04:21<02:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.882, deg=0.000]
Ep 030/100 [S2:+mat]:  65%|█▉ | 171/264 [04:21<02:21,  1.52s/it, loss=0.001, mat=0.002, sens=0.882, deg=0.000]
Ep 030/100 [S2:+mat]:  65%|█▉ | 171/264 [04:23<02:21,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  65%|█▉ | 172/264 [04:23<02:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  65%|█▉ | 172/264 [04:24<02:19,  1.52s/it, loss=0.001, mat=0.002, sens=2.047, deg=0.000]
Ep 030/100 [S2:+mat]:  66%|█▉ | 173/264 [04:24<02:18,  1.52s/it, loss=0.001, mat=0.002, sens=2.047, deg=0.000]
Ep 030/100 [S2:+mat]:  66%|█▉ | 173/264 [04:26<02:18,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  66%|█▉ | 174/264 [04:26<02:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  66%|█▉ | 174/264 [04:27<02:16,  1.52s/it, loss=0.001, mat=0.002, sens=1.577, deg=0.000]
Ep 030/100 [S2:+mat]:  66%|█▉ | 175/264 [04:27<02:15,  1.52s/it, loss=0.001, mat=0.002, sens=1.577, deg=0.000]
Ep 030/100 [S2:+mat]:  66%|█▉ | 175/264 [04:29<02:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  67%|██ | 176/264 [04:29<02:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  67%|██ | 176/264 [04:31<02:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.860, deg=0.000]
Ep 030/100 [S2:+mat]:  67%|██ | 177/264 [04:31<02:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.860, deg=0.000]
Ep 030/100 [S2:+mat]:  67%|██ | 177/264 [04:32<02:12,  1.52s/it, loss=0.002, mat=0.002, sens=1.445, deg=0.000]
Ep 030/100 [S2:+mat]:  67%|██ | 178/264 [04:32<02:12,  1.55s/it, loss=0.002, mat=0.002, sens=1.445, deg=0.000]
Ep 030/100 [S2:+mat]:  67%|██ | 178/264 [04:34<02:12,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  68%|██ | 179/264 [04:34<02:10,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  68%|██ | 179/264 [04:35<02:10,  1.54s/it, loss=0.002, mat=0.003, sens=4.086, deg=0.000]
Ep 030/100 [S2:+mat]:  68%|██ | 180/264 [04:35<02:08,  1.53s/it, loss=0.002, mat=0.003, sens=4.086, deg=0.000]
Ep 030/100 [S2:+mat]:  68%|██ | 180/264 [04:37<02:08,  1.53s/it, loss=0.001, mat=0.001, sens=1.012, deg=0.000]
Ep 030/100 [S2:+mat]:  69%|██ | 181/264 [04:37<02:06,  1.53s/it, loss=0.001, mat=0.001, sens=1.012, deg=0.000]
Ep 030/100 [S2:+mat]:  69%|██ | 181/264 [04:38<02:06,  1.53s/it, loss=0.001, mat=0.002, sens=4.136, deg=0.000]
Ep 030/100 [S2:+mat]:  69%|██ | 182/264 [04:38<02:05,  1.53s/it, loss=0.001, mat=0.002, sens=4.136, deg=0.000]
Ep 030/100 [S2:+mat]:  69%|██ | 182/264 [04:40<02:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  69%|██ | 183/264 [04:40<02:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  69%|██ | 183/264 [04:41<02:03,  1.52s/it, loss=0.002, mat=0.003, sens=1.379, deg=0.000]
Ep 030/100 [S2:+mat]:  70%|██ | 184/264 [04:41<02:01,  1.52s/it, loss=0.002, mat=0.003, sens=1.379, deg=0.000]
Ep 030/100 [S2:+mat]:  70%|██ | 184/264 [04:43<02:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.870, deg=0.000]
Ep 030/100 [S2:+mat]:  70%|██ | 185/264 [04:43<02:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.870, deg=0.000]
Ep 030/100 [S2:+mat]:  70%|██ | 185/264 [04:44<02:01,  1.53s/it, loss=0.001, mat=0.002, sens=2.198, deg=0.000]
Ep 030/100 [S2:+mat]:  70%|██ | 186/264 [04:44<01:59,  1.54s/it, loss=0.001, mat=0.002, sens=2.198, deg=0.000]
Ep 030/100 [S2:+mat]:  70%|██ | 186/264 [04:46<01:59,  1.54s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  71%|██▏| 187/264 [04:46<01:57,  1.53s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  71%|██▏| 187/264 [04:47<01:57,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  71%|██▏| 188/264 [04:47<01:56,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  71%|██▏| 188/264 [04:49<01:56,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  72%|██▏| 189/264 [04:49<01:54,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  72%|██▏| 189/264 [04:50<01:54,  1.53s/it, loss=0.001, mat=0.002, sens=1.636, deg=0.000]
Ep 030/100 [S2:+mat]:  72%|██▏| 190/264 [04:50<01:54,  1.55s/it, loss=0.001, mat=0.002, sens=1.636, deg=0.000]
Ep 030/100 [S2:+mat]:  72%|██▏| 190/264 [04:52<01:54,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  72%|██▏| 191/264 [04:52<01:52,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  72%|██▏| 191/264 [04:54<01:52,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  73%|██▏| 192/264 [04:54<01:50,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  73%|██▏| 192/264 [04:55<01:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  73%|██▏| 193/264 [04:55<01:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  73%|██▏| 193/264 [04:57<01:48,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  73%|██▏| 194/264 [04:57<01:46,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  73%|██▏| 194/264 [04:58<01:46,  1.53s/it, loss=0.001, mat=0.002, sens=0.841, deg=0.000]
Ep 030/100 [S2:+mat]:  74%|██▏| 195/264 [04:58<01:45,  1.53s/it, loss=0.001, mat=0.002, sens=0.841, deg=0.000]
Ep 030/100 [S2:+mat]:  74%|██▏| 195/264 [05:00<01:45,  1.53s/it, loss=0.001, mat=0.003, sens=2.498, deg=0.000]
Ep 030/100 [S2:+mat]:  74%|██▏| 196/264 [05:00<01:43,  1.53s/it, loss=0.001, mat=0.003, sens=2.498, deg=0.000]
Ep 030/100 [S2:+mat]:  74%|██▏| 196/264 [05:01<01:43,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  75%|██▏| 197/264 [05:01<01:42,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  75%|██▏| 197/264 [05:03<01:42,  1.52s/it, loss=0.002, mat=0.003, sens=2.022, deg=0.000]
Ep 030/100 [S2:+mat]:  75%|██▎| 198/264 [05:03<01:40,  1.52s/it, loss=0.002, mat=0.003, sens=2.022, deg=0.000]
Ep 030/100 [S2:+mat]:  75%|██▎| 198/264 [05:04<01:40,  1.52s/it, loss=0.002, mat=0.002, sens=3.525, deg=0.000]
Ep 030/100 [S2:+mat]:  75%|██▎| 199/264 [05:04<01:38,  1.52s/it, loss=0.002, mat=0.002, sens=3.525, deg=0.000]
Ep 030/100 [S2:+mat]:  75%|██▎| 199/264 [05:06<01:38,  1.52s/it, loss=0.001, mat=0.002, sens=1.282, deg=0.000]
Ep 030/100 [S2:+mat]:  76%|██▎| 200/264 [05:06<01:37,  1.53s/it, loss=0.001, mat=0.002, sens=1.282, deg=0.000]
Ep 030/100 [S2:+mat]:  76%|██▎| 200/264 [05:07<01:37,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  76%|██▎| 201/264 [05:07<01:36,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  76%|██▎| 201/264 [05:09<01:36,  1.53s/it, loss=0.003, mat=0.003, sens=0.884, deg=0.000]
Ep 030/100 [S2:+mat]:  77%|██▎| 202/264 [05:09<01:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.884, deg=0.000]
Ep 030/100 [S2:+mat]:  77%|██▎| 202/264 [05:10<01:34,  1.52s/it, loss=0.002, mat=0.003, sens=1.012, deg=0.000]
Ep 030/100 [S2:+mat]:  77%|██▎| 203/264 [05:10<01:32,  1.52s/it, loss=0.002, mat=0.003, sens=1.012, deg=0.000]
Ep 030/100 [S2:+mat]:  77%|██▎| 203/264 [05:12<01:32,  1.52s/it, loss=0.002, mat=0.003, sens=3.206, deg=0.000]
Ep 030/100 [S2:+mat]:  77%|██▎| 204/264 [05:12<01:31,  1.52s/it, loss=0.002, mat=0.003, sens=3.206, deg=0.000]
Ep 030/100 [S2:+mat]:  77%|██▎| 204/264 [05:13<01:31,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  78%|██▎| 205/264 [05:13<01:29,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  78%|██▎| 205/264 [05:15<01:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  78%|██▎| 206/264 [05:15<01:28,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  78%|██▎| 206/264 [05:16<01:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.926, deg=0.000]
Ep 030/100 [S2:+mat]:  78%|██▎| 207/264 [05:16<01:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.926, deg=0.000]
Ep 030/100 [S2:+mat]:  78%|██▎| 207/264 [05:18<01:27,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  79%|██▎| 208/264 [05:18<01:25,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  79%|██▎| 208/264 [05:20<01:25,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  79%|██▍| 209/264 [05:20<01:25,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  79%|██▍| 209/264 [05:21<01:25,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  80%|██▍| 210/264 [05:21<01:23,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  80%|██▍| 210/264 [05:23<01:23,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  80%|██▍| 211/264 [05:23<01:21,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  80%|██▍| 211/264 [05:24<01:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  80%|██▍| 212/264 [05:24<01:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  80%|██▍| 212/264 [05:26<01:19,  1.53s/it, loss=0.002, mat=0.002, sens=1.024, deg=0.000]
Ep 030/100 [S2:+mat]:  81%|██▍| 213/264 [05:26<01:18,  1.53s/it, loss=0.002, mat=0.002, sens=1.024, deg=0.000]
Ep 030/100 [S2:+mat]:  81%|██▍| 213/264 [05:27<01:18,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  81%|██▍| 214/264 [05:27<01:16,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  81%|██▍| 214/264 [05:29<01:16,  1.53s/it, loss=0.002, mat=0.002, sens=0.808, deg=0.000]
Ep 030/100 [S2:+mat]:  81%|██▍| 215/264 [05:29<01:14,  1.53s/it, loss=0.002, mat=0.002, sens=0.808, deg=0.000]
Ep 030/100 [S2:+mat]:  81%|██▍| 215/264 [05:30<01:14,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  82%|██▍| 216/264 [05:30<01:13,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  82%|██▍| 216/264 [05:32<01:13,  1.53s/it, loss=0.002, mat=0.002, sens=0.796, deg=0.000]
Ep 030/100 [S2:+mat]:  82%|██▍| 217/264 [05:32<01:11,  1.53s/it, loss=0.002, mat=0.002, sens=0.796, deg=0.000]
Ep 030/100 [S2:+mat]:  82%|██▍| 217/264 [05:33<01:11,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  83%|██▍| 218/264 [05:33<01:10,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  83%|██▍| 218/264 [05:35<01:10,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  83%|██▍| 219/264 [05:35<01:08,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  83%|██▍| 219/264 [05:36<01:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  83%|██▌| 220/264 [05:36<01:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  83%|██▌| 220/264 [05:38<01:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  84%|██▌| 221/264 [05:38<01:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  84%|██▌| 221/264 [05:39<01:05,  1.52s/it, loss=0.003, mat=0.003, sens=2.532, deg=0.000]
Ep 030/100 [S2:+mat]:  84%|██▌| 222/264 [05:39<01:04,  1.53s/it, loss=0.003, mat=0.003, sens=2.532, deg=0.000]
Ep 030/100 [S2:+mat]:  84%|██▌| 222/264 [05:41<01:04,  1.53s/it, loss=0.002, mat=0.002, sens=3.809, deg=0.000]
Ep 030/100 [S2:+mat]:  84%|██▌| 223/264 [05:41<01:03,  1.55s/it, loss=0.002, mat=0.002, sens=3.809, deg=0.000]
Ep 030/100 [S2:+mat]:  84%|██▌| 223/264 [05:42<01:03,  1.55s/it, loss=0.002, mat=0.003, sens=2.308, deg=0.000]
Ep 030/100 [S2:+mat]:  85%|██▌| 224/264 [05:42<01:01,  1.54s/it, loss=0.002, mat=0.003, sens=2.308, deg=0.000]
Ep 030/100 [S2:+mat]:  85%|██▌| 224/264 [05:44<01:01,  1.54s/it, loss=0.001, mat=0.002, sens=0.797, deg=0.000]
Ep 030/100 [S2:+mat]:  85%|██▌| 225/264 [05:44<00:59,  1.54s/it, loss=0.001, mat=0.002, sens=0.797, deg=0.000]
Ep 030/100 [S2:+mat]:  85%|██▌| 225/264 [05:46<00:59,  1.54s/it, loss=0.002, mat=0.002, sens=1.032, deg=0.000]
Ep 030/100 [S2:+mat]:  86%|██▌| 226/264 [05:46<00:58,  1.53s/it, loss=0.002, mat=0.002, sens=1.032, deg=0.000]
Ep 030/100 [S2:+mat]:  86%|██▌| 226/264 [05:47<00:58,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  86%|██▌| 227/264 [05:47<00:56,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  86%|██▌| 227/264 [05:49<00:56,  1.53s/it, loss=0.001, mat=0.002, sens=1.745, deg=0.000]
Ep 030/100 [S2:+mat]:  86%|██▌| 228/264 [05:49<00:55,  1.53s/it, loss=0.001, mat=0.002, sens=1.745, deg=0.000]
Ep 030/100 [S2:+mat]:  86%|██▌| 228/264 [05:50<00:55,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  87%|██▌| 229/264 [05:50<00:53,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  87%|██▌| 229/264 [05:52<00:53,  1.53s/it, loss=0.001, mat=0.002, sens=4.799, deg=0.000]
Ep 030/100 [S2:+mat]:  87%|██▌| 230/264 [05:52<00:51,  1.52s/it, loss=0.001, mat=0.002, sens=4.799, deg=0.000]
Ep 030/100 [S2:+mat]:  87%|██▌| 230/264 [05:53<00:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.791, deg=0.000]
Ep 030/100 [S2:+mat]:  88%|██▋| 231/264 [05:53<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.791, deg=0.000]
Ep 030/100 [S2:+mat]:  88%|██▋| 231/264 [05:55<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  88%|██▋| 232/264 [05:55<00:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  88%|██▋| 232/264 [05:56<00:48,  1.52s/it, loss=0.002, mat=0.003, sens=5.574, deg=0.000]
Ep 030/100 [S2:+mat]:  88%|██▋| 233/264 [05:56<00:47,  1.53s/it, loss=0.002, mat=0.003, sens=5.574, deg=0.000]
Ep 030/100 [S2:+mat]:  88%|██▋| 233/264 [05:58<00:47,  1.53s/it, loss=0.001, mat=0.002, sens=3.977, deg=0.000]
Ep 030/100 [S2:+mat]:  89%|██▋| 234/264 [05:58<00:46,  1.54s/it, loss=0.001, mat=0.002, sens=3.977, deg=0.000]
Ep 030/100 [S2:+mat]:  89%|██▋| 234/264 [05:59<00:46,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  89%|██▋| 235/264 [05:59<00:45,  1.56s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  89%|██▋| 235/264 [06:01<00:45,  1.56s/it, loss=0.001, mat=0.002, sens=1.025, deg=0.000]
Ep 030/100 [S2:+mat]:  89%|██▋| 236/264 [06:01<00:43,  1.55s/it, loss=0.001, mat=0.002, sens=1.025, deg=0.000]
Ep 030/100 [S2:+mat]:  89%|██▋| 236/264 [06:02<00:43,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  90%|██▋| 237/264 [06:02<00:41,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  90%|██▋| 237/264 [06:04<00:41,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  90%|██▋| 238/264 [06:04<00:39,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  90%|██▋| 238/264 [06:05<00:39,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  91%|██▋| 239/264 [06:05<00:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  91%|██▋| 239/264 [06:07<00:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  91%|██▋| 240/264 [06:07<00:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  91%|██▋| 240/264 [06:09<00:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  91%|██▋| 241/264 [06:09<00:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  91%|██▋| 241/264 [06:10<00:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  92%|██▊| 242/264 [06:10<00:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  92%|██▊| 242/264 [06:12<00:33,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  92%|██▊| 243/264 [06:12<00:32,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  92%|██▊| 243/264 [06:13<00:32,  1.52s/it, loss=0.002, mat=0.002, sens=3.561, deg=0.000]
Ep 030/100 [S2:+mat]:  92%|██▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.002, mat=0.002, sens=3.561, deg=0.000]
Ep 030/100 [S2:+mat]:  92%|██▊| 244/264 [06:15<00:30,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  93%|██▊| 245/264 [06:15<00:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  93%|██▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  93%|██▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  93%|██▊| 246/264 [06:18<00:27,  1.52s/it, loss=0.001, mat=0.002, sens=3.102, deg=0.000]
Ep 030/100 [S2:+mat]:  94%|██▊| 247/264 [06:18<00:25,  1.52s/it, loss=0.001, mat=0.002, sens=3.102, deg=0.000]
Ep 030/100 [S2:+mat]:  94%|██▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.808, deg=0.000]
Ep 030/100 [S2:+mat]:  94%|██▊| 248/264 [06:19<00:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.808, deg=0.000]
Ep 030/100 [S2:+mat]:  94%|██▊| 248/264 [06:21<00:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  94%|██▊| 249/264 [06:21<00:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  94%|██▊| 249/264 [06:22<00:22,  1.52s/it, loss=0.002, mat=0.002, sens=1.029, deg=0.000]
Ep 030/100 [S2:+mat]:  95%|██▊| 250/264 [06:22<00:21,  1.53s/it, loss=0.002, mat=0.002, sens=1.029, deg=0.000]
Ep 030/100 [S2:+mat]:  95%|██▊| 250/264 [06:24<00:21,  1.53s/it, loss=0.001, mat=0.002, sens=4.042, deg=0.000]
Ep 030/100 [S2:+mat]:  95%|██▊| 251/264 [06:24<00:19,  1.53s/it, loss=0.001, mat=0.002, sens=4.042, deg=0.000]
Ep 030/100 [S2:+mat]:  95%|██▊| 251/264 [06:25<00:19,  1.53s/it, loss=0.001, mat=0.001, sens=3.229, deg=0.000]
Ep 030/100 [S2:+mat]:  95%|██▊| 252/264 [06:25<00:18,  1.52s/it, loss=0.001, mat=0.001, sens=3.229, deg=0.000]
Ep 030/100 [S2:+mat]:  95%|██▊| 252/264 [06:27<00:18,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  96%|██▉| 253/264 [06:27<00:17,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  96%|██▉| 253/264 [06:28<00:17,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  96%|██▉| 254/264 [06:28<00:15,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  96%|██▉| 254/264 [06:30<00:15,  1.54s/it, loss=0.001, mat=0.002, sens=1.025, deg=0.000]
Ep 030/100 [S2:+mat]:  97%|██▉| 255/264 [06:30<00:13,  1.54s/it, loss=0.001, mat=0.002, sens=1.025, deg=0.000]
Ep 030/100 [S2:+mat]:  97%|██▉| 255/264 [06:31<00:13,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  97%|██▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  97%|██▉| 256/264 [06:33<00:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  97%|██▉| 257/264 [06:33<00:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  97%|██▉| 257/264 [06:35<00:10,  1.53s/it, loss=0.002, mat=0.003, sens=1.104, deg=0.000]
Ep 030/100 [S2:+mat]:  98%|██▉| 258/264 [06:35<00:09,  1.54s/it, loss=0.002, mat=0.003, sens=1.104, deg=0.000]
Ep 030/100 [S2:+mat]:  98%|██▉| 258/264 [06:36<00:09,  1.54s/it, loss=0.001, mat=0.002, sens=3.065, deg=0.000]
Ep 030/100 [S2:+mat]:  98%|██▉| 259/264 [06:36<00:07,  1.54s/it, loss=0.001, mat=0.002, sens=3.065, deg=0.000]
Ep 030/100 [S2:+mat]:  98%|██▉| 259/264 [06:38<00:07,  1.54s/it, loss=0.002, mat=0.002, sens=3.857, deg=0.000]
Ep 030/100 [S2:+mat]:  98%|██▉| 260/264 [06:38<00:06,  1.54s/it, loss=0.002, mat=0.002, sens=3.857, deg=0.000]
Ep 030/100 [S2:+mat]:  98%|██▉| 260/264 [06:39<00:06,  1.54s/it, loss=0.001, mat=0.002, sens=3.881, deg=0.000]
Ep 030/100 [S2:+mat]:  99%|██▉| 261/264 [06:39<00:04,  1.53s/it, loss=0.001, mat=0.002, sens=3.881, deg=0.000]
Ep 030/100 [S2:+mat]:  99%|██▉| 261/264 [06:41<00:04,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  99%|██▉| 262/264 [06:41<00:03,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]:  99%|██▉| 262/264 [06:42<00:03,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]: 100%|██▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 030/100 [S2:+mat]: 100%|██▉| 263/264 [06:44<00:01,  1.53s/it, loss=0.001, mat=0.002, sens=3.378, deg=0.000]
Ep 030/100 [S2:+mat]: 100%|███| 264/264 [06:44<00:00,  1.53s/it, loss=0.001, mat=0.002, sens=3.378, deg=0.000]
                                                                                                              
Epoch 030/100 [S2:+mat]  loss=0.0015  mat=0.0024  sens=1.1517  deg=0.0000  orth=0.0003  α=0.5 β=0.0 γ=0.5  404s

Ep 031/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 031/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=2.203, mat=0.003, sens=4.403, deg=0.000]
Ep 031/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:37,  2.20s/it, loss=2.203, mat=0.003, sens=4.403, deg=0.000]
Ep 031/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:37,  2.20s/it, loss=0.398, mat=0.002, sens=0.793, deg=0.000]
Ep 031/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:51,  1.80s/it, loss=0.398, mat=0.002, sens=0.793, deg=0.000]
Ep 031/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:51,  1.80s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:29,  1.72s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:29,  1.72s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   2%|    | 4/264 [00:06<07:07,  1.64s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   2%|    | 4/264 [00:08<07:07,  1.64s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:53,  1.60s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:53,  1.60s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:44,  1.57s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:44,  1.57s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:38,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:38,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:34,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:34,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:31,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:31,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:28,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:28,  1.53s/it, loss=0.397, mat=0.002, sens=0.789, deg=0.000]
Ep 031/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:25,  1.53s/it, loss=0.397, mat=0.002, sens=0.789, deg=0.000]
Ep 031/100 [S3:+sens]:   4%|▏  | 11/264 [00:19<06:25,  1.53s/it, loss=1.749, mat=0.003, sens=3.491, deg=0.000]
Ep 031/100 [S3:+sens]:   5%|▏  | 12/264 [00:19<06:23,  1.52s/it, loss=1.749, mat=0.003, sens=3.491, deg=0.000]
Ep 031/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:23,  1.52s/it, loss=0.401, mat=0.002, sens=0.796, deg=0.000]
Ep 031/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:21,  1.52s/it, loss=0.401, mat=0.002, sens=0.796, deg=0.000]
Ep 031/100 [S3:+sens]:   5%|▏  | 13/264 [00:22<06:21,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   5%|▏  | 14/264 [00:22<06:19,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:19,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:18,  1.52s/it, loss=0.536, mat=0.004, sens=1.068, deg=0.000]
Ep 031/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:17,  1.52s/it, loss=0.536, mat=0.004, sens=1.068, deg=0.000]
Ep 031/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:17,  1.52s/it, loss=0.640, mat=0.002, sens=1.275, deg=0.000]
Ep 031/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:18,  1.53s/it, loss=0.640, mat=0.002, sens=1.275, deg=0.000]
Ep 031/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:18,  1.53s/it, loss=0.374, mat=0.003, sens=0.733, deg=0.000]
Ep 031/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:17,  1.53s/it, loss=0.374, mat=0.003, sens=0.733, deg=0.000]
Ep 031/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:17,  1.53s/it, loss=2.832, mat=0.002, sens=5.657, deg=0.000]
Ep 031/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:15,  1.53s/it, loss=2.832, mat=0.002, sens=5.657, deg=0.000]
Ep 031/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:15,  1.53s/it, loss=0.365, mat=0.003, sens=0.721, deg=0.005]
Ep 031/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:12,  1.53s/it, loss=0.365, mat=0.003, sens=0.721, deg=0.005]
Ep 031/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:12,  1.53s/it, loss=0.933, mat=0.003, sens=1.853, deg=0.000]
Ep 031/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:11,  1.53s/it, loss=0.933, mat=0.003, sens=1.853, deg=0.000]
Ep 031/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:11,  1.53s/it, loss=0.852, mat=0.003, sens=1.683, deg=0.000]
Ep 031/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:09,  1.53s/it, loss=0.852, mat=0.003, sens=1.683, deg=0.000]
Ep 031/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:09,  1.53s/it, loss=0.446, mat=0.003, sens=0.859, deg=0.000]
Ep 031/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:08,  1.53s/it, loss=0.446, mat=0.003, sens=0.859, deg=0.000]
Ep 031/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:08,  1.53s/it, loss=1.359, mat=0.003, sens=2.685, deg=0.000]
Ep 031/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:06,  1.53s/it, loss=1.359, mat=0.003, sens=2.685, deg=0.000]
Ep 031/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:06,  1.53s/it, loss=0.397, mat=0.003, sens=0.721, deg=0.000]
Ep 031/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:04,  1.52s/it, loss=0.397, mat=0.003, sens=0.721, deg=0.000]
Ep 031/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:04,  1.52s/it, loss=0.438, mat=0.003, sens=0.768, deg=0.000]
Ep 031/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:02,  1.52s/it, loss=0.438, mat=0.003, sens=0.768, deg=0.000]
Ep 031/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:02,  1.52s/it, loss=0.393, mat=0.002, sens=0.729, deg=0.000]
Ep 031/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:00,  1.52s/it, loss=0.393, mat=0.002, sens=0.729, deg=0.000]
Ep 031/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:00,  1.52s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:59,  1.52s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:59,  1.52s/it, loss=0.052, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:58,  1.52s/it, loss=0.052, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:58,  1.52s/it, loss=0.024, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:56,  1.53s/it, loss=0.024, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:56,  1.53s/it, loss=0.020, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:55,  1.52s/it, loss=0.020, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:55,  1.52s/it, loss=0.021, mat=0.001, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:53,  1.53s/it, loss=0.021, mat=0.001, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  12%|▎  | 32/264 [00:51<05:53,  1.53s/it, loss=0.027, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  12%|▍  | 33/264 [00:51<05:57,  1.55s/it, loss=0.027, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:57,  1.55s/it, loss=0.460, mat=0.004, sens=0.891, deg=0.000]
Ep 031/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:54,  1.54s/it, loss=0.460, mat=0.004, sens=0.891, deg=0.000]
Ep 031/100 [S3:+sens]:  13%|▍  | 34/264 [00:54<05:54,  1.54s/it, loss=0.405, mat=0.004, sens=0.757, deg=0.000]
Ep 031/100 [S3:+sens]:  13%|▍  | 35/264 [00:54<05:51,  1.53s/it, loss=0.405, mat=0.004, sens=0.757, deg=0.000]
Ep 031/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:51,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:48,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  14%|▍  | 36/264 [00:57<05:48,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  14%|▍  | 37/264 [00:57<05:46,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:46,  1.53s/it, loss=0.394, mat=0.004, sens=0.752, deg=0.000]
Ep 031/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:44,  1.53s/it, loss=0.394, mat=0.004, sens=0.752, deg=0.000]
Ep 031/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:44,  1.53s/it, loss=1.233, mat=0.004, sens=2.450, deg=0.000]
Ep 031/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:43,  1.53s/it, loss=1.233, mat=0.004, sens=2.450, deg=0.000]
Ep 031/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:43,  1.53s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:41,  1.52s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:41,  1.52s/it, loss=0.010, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:42,  1.53s/it, loss=0.010, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:42,  1.53s/it, loss=0.020, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:41,  1.54s/it, loss=0.020, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:41,  1.54s/it, loss=0.384, mat=0.004, sens=0.755, deg=0.000]
Ep 031/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:38,  1.53s/it, loss=0.384, mat=0.004, sens=0.755, deg=0.000]
Ep 031/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:38,  1.53s/it, loss=0.020, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:36,  1.53s/it, loss=0.020, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:36,  1.53s/it, loss=1.192, mat=0.004, sens=2.302, deg=0.000]
Ep 031/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:34,  1.53s/it, loss=1.192, mat=0.004, sens=2.302, deg=0.000]
Ep 031/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:34,  1.53s/it, loss=0.041, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:32,  1.53s/it, loss=0.041, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:32,  1.53s/it, loss=0.029, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:35,  1.55s/it, loss=0.029, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  18%|▌  | 47/264 [01:14<05:35,  1.55s/it, loss=0.016, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:32,  1.54s/it, loss=0.016, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:32,  1.54s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:29,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  19%|▌  | 49/264 [01:17<05:29,  1.53s/it, loss=0.624, mat=0.002, sens=1.233, deg=0.000]
Ep 031/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:27,  1.53s/it, loss=0.624, mat=0.002, sens=1.233, deg=0.000]
Ep 031/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:27,  1.53s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:25,  1.53s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  19%|▌  | 51/264 [01:20<05:25,  1.53s/it, loss=0.838, mat=0.003, sens=1.622, deg=0.000]
Ep 031/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:23,  1.53s/it, loss=0.838, mat=0.003, sens=1.622, deg=0.000]
Ep 031/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:23,  1.53s/it, loss=0.561, mat=0.003, sens=1.031, deg=0.000]
Ep 031/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:22,  1.53s/it, loss=0.561, mat=0.003, sens=1.031, deg=0.000]
Ep 031/100 [S3:+sens]:  20%|▌  | 53/264 [01:23<05:22,  1.53s/it, loss=0.636, mat=0.003, sens=1.233, deg=0.000]
Ep 031/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:21,  1.53s/it, loss=0.636, mat=0.003, sens=1.233, deg=0.000]
Ep 031/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:21,  1.53s/it, loss=0.647, mat=0.003, sens=1.265, deg=0.000]
Ep 031/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:19,  1.53s/it, loss=0.647, mat=0.003, sens=1.265, deg=0.000]
Ep 031/100 [S3:+sens]:  21%|▋  | 55/264 [01:26<05:19,  1.53s/it, loss=0.466, mat=0.004, sens=0.855, deg=0.000]
Ep 031/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:17,  1.53s/it, loss=0.466, mat=0.004, sens=0.855, deg=0.000]
Ep 031/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:17,  1.53s/it, loss=0.498, mat=0.003, sens=0.973, deg=0.000]
Ep 031/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:16,  1.53s/it, loss=0.498, mat=0.003, sens=0.973, deg=0.000]
Ep 031/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:16,  1.53s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:14,  1.53s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:14,  1.53s/it, loss=0.989, mat=0.003, sens=1.952, deg=0.000]
Ep 031/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:17,  1.55s/it, loss=0.989, mat=0.003, sens=1.952, deg=0.000]
Ep 031/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:17,  1.55s/it, loss=0.368, mat=0.004, sens=0.692, deg=0.004]
Ep 031/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:14,  1.54s/it, loss=0.368, mat=0.004, sens=0.692, deg=0.004]
Ep 031/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:14,  1.54s/it, loss=0.032, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:11,  1.54s/it, loss=0.032, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:11,  1.54s/it, loss=0.425, mat=0.002, sens=0.805, deg=0.000]
Ep 031/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:10,  1.53s/it, loss=0.425, mat=0.002, sens=0.805, deg=0.000]
Ep 031/100 [S3:+sens]:  23%|▋  | 62/264 [01:37<05:10,  1.53s/it, loss=0.036, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:07,  1.53s/it, loss=0.036, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:07,  1.53s/it, loss=0.511, mat=0.004, sens=0.958, deg=0.000]
Ep 031/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:05,  1.53s/it, loss=0.511, mat=0.004, sens=0.958, deg=0.000]
Ep 031/100 [S3:+sens]:  24%|▋  | 64/264 [01:40<05:05,  1.53s/it, loss=0.065, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:05,  1.53s/it, loss=0.065, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:05,  1.53s/it, loss=0.047, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:03,  1.53s/it, loss=0.047, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  25%|▊  | 66/264 [01:43<05:03,  1.53s/it, loss=0.432, mat=0.004, sens=0.775, deg=0.000]
Ep 031/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<05:01,  1.53s/it, loss=0.432, mat=0.004, sens=0.775, deg=0.000]
Ep 031/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:01,  1.53s/it, loss=0.500, mat=0.003, sens=0.940, deg=0.000]
Ep 031/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:59,  1.53s/it, loss=0.500, mat=0.003, sens=0.940, deg=0.000]
Ep 031/100 [S3:+sens]:  26%|▊  | 68/264 [01:46<04:59,  1.53s/it, loss=0.037, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:57,  1.53s/it, loss=0.037, mat=0.002, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:57,  1.53s/it, loss=0.473, mat=0.003, sens=0.908, deg=0.000]
Ep 031/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:55,  1.52s/it, loss=0.473, mat=0.003, sens=0.908, deg=0.000]
Ep 031/100 [S3:+sens]:  27%|▊  | 70/264 [01:49<04:55,  1.52s/it, loss=1.569, mat=0.003, sens=0.789, deg=0.000]
Ep 031/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:53,  1.52s/it, loss=1.569, mat=0.003, sens=0.789, deg=0.000]
Ep 031/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:53,  1.52s/it, loss=0.466, mat=0.003, sens=0.756, deg=0.000]
Ep 031/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:52,  1.52s/it, loss=0.466, mat=0.003, sens=0.756, deg=0.000]
Ep 031/100 [S3:+sens]:  27%|▊  | 72/264 [01:52<04:52,  1.52s/it, loss=0.536, mat=0.003, sens=0.849, deg=0.001]
Ep 031/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:51,  1.52s/it, loss=0.536, mat=0.003, sens=0.849, deg=0.001]
Ep 031/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:51,  1.52s/it, loss=0.082, mat=0.004, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:49,  1.52s/it, loss=0.082, mat=0.004, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  28%|▊  | 74/264 [01:55<04:49,  1.52s/it, loss=0.379, mat=0.004, sens=0.699, deg=0.001]
Ep 031/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:48,  1.53s/it, loss=0.379, mat=0.004, sens=0.699, deg=0.001]
Ep 031/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:48,  1.53s/it, loss=0.425, mat=0.003, sens=0.702, deg=0.002]
Ep 031/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:46,  1.53s/it, loss=0.425, mat=0.003, sens=0.702, deg=0.002]
Ep 031/100 [S3:+sens]:  29%|▊  | 76/264 [01:58<04:46,  1.53s/it, loss=1.022, mat=0.003, sens=1.713, deg=0.014]
Ep 031/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:49,  1.55s/it, loss=1.022, mat=0.003, sens=1.713, deg=0.014]
Ep 031/100 [S3:+sens]:  29%|▉  | 77/264 [02:00<04:49,  1.55s/it, loss=1.148, mat=0.003, sens=2.133, deg=0.029]
Ep 031/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:46,  1.54s/it, loss=1.148, mat=0.003, sens=2.133, deg=0.029]
Ep 031/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:46,  1.54s/it, loss=0.408, mat=0.005, sens=0.691, deg=0.050]
Ep 031/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:44,  1.54s/it, loss=0.408, mat=0.005, sens=0.691, deg=0.050]
Ep 031/100 [S3:+sens]:  30%|▉  | 79/264 [02:03<04:44,  1.54s/it, loss=0.415, mat=0.003, sens=0.687, deg=0.047]
Ep 031/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:42,  1.53s/it, loss=0.415, mat=0.003, sens=0.687, deg=0.047]
Ep 031/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:42,  1.53s/it, loss=0.020, mat=0.006, sens=0.000, deg=0.035]
Ep 031/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:40,  1.53s/it, loss=0.020, mat=0.006, sens=0.000, deg=0.035]
Ep 031/100 [S3:+sens]:  31%|▉  | 81/264 [02:06<04:40,  1.53s/it, loss=0.028, mat=0.003, sens=0.000, deg=0.027]
Ep 031/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:38,  1.53s/it, loss=0.028, mat=0.003, sens=0.000, deg=0.027]
Ep 031/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:38,  1.53s/it, loss=0.409, mat=0.003, sens=0.683, deg=0.010]
Ep 031/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:36,  1.53s/it, loss=0.409, mat=0.003, sens=0.683, deg=0.010]
Ep 031/100 [S3:+sens]:  31%|▉  | 83/264 [02:09<04:36,  1.53s/it, loss=0.072, mat=0.005, sens=0.000, deg=0.002]
Ep 031/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:35,  1.53s/it, loss=0.072, mat=0.005, sens=0.000, deg=0.002]
Ep 031/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:35,  1.53s/it, loss=0.035, mat=0.004, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:33,  1.53s/it, loss=0.035, mat=0.004, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  32%|▉  | 85/264 [02:12<04:33,  1.53s/it, loss=0.016, mat=0.005, sens=0.000, deg=0.002]
Ep 031/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:31,  1.52s/it, loss=0.016, mat=0.005, sens=0.000, deg=0.002]
Ep 031/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:31,  1.52s/it, loss=0.349, mat=0.004, sens=0.678, deg=0.001]
Ep 031/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:29,  1.52s/it, loss=0.349, mat=0.004, sens=0.678, deg=0.001]
Ep 031/100 [S3:+sens]:  33%|▉  | 87/264 [02:15<04:29,  1.52s/it, loss=1.222, mat=0.005, sens=2.425, deg=0.001]
Ep 031/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:28,  1.52s/it, loss=1.222, mat=0.005, sens=2.425, deg=0.001]
Ep 031/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:28,  1.52s/it, loss=1.140, mat=0.005, sens=2.207, deg=0.001]
Ep 031/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:28,  1.53s/it, loss=1.140, mat=0.005, sens=2.207, deg=0.001]
Ep 031/100 [S3:+sens]:  34%|█  | 89/264 [02:18<04:28,  1.53s/it, loss=0.461, mat=0.006, sens=0.777, deg=0.001]
Ep 031/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:27,  1.53s/it, loss=0.461, mat=0.006, sens=0.777, deg=0.001]
Ep 031/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:27,  1.53s/it, loss=0.692, mat=0.003, sens=1.040, deg=0.001]
Ep 031/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:24,  1.53s/it, loss=0.692, mat=0.003, sens=1.040, deg=0.001]
Ep 031/100 [S3:+sens]:  34%|█  | 91/264 [02:21<04:24,  1.53s/it, loss=0.138, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:27,  1.55s/it, loss=0.138, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  35%|█  | 92/264 [02:23<04:27,  1.55s/it, loss=1.237, mat=0.003, sens=2.356, deg=0.000]
Ep 031/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:24,  1.54s/it, loss=1.237, mat=0.003, sens=2.356, deg=0.000]
Ep 031/100 [S3:+sens]:  35%|█  | 93/264 [02:24<04:24,  1.54s/it, loss=0.032, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:21,  1.54s/it, loss=0.032, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  36%|█  | 94/264 [02:26<04:21,  1.54s/it, loss=0.365, mat=0.004, sens=0.709, deg=0.000]
Ep 031/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:18,  1.53s/it, loss=0.365, mat=0.004, sens=0.709, deg=0.000]
Ep 031/100 [S3:+sens]:  36%|█  | 95/264 [02:27<04:18,  1.53s/it, loss=0.020, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:17,  1.53s/it, loss=0.020, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  36%|█  | 96/264 [02:29<04:17,  1.53s/it, loss=0.019, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:15,  1.53s/it, loss=0.019, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:15,  1.53s/it, loss=0.018, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:13,  1.53s/it, loss=0.018, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  37%|█  | 98/264 [02:32<04:13,  1.53s/it, loss=0.599, mat=0.005, sens=1.059, deg=0.000]
Ep 031/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:11,  1.53s/it, loss=0.599, mat=0.005, sens=1.059, deg=0.000]
Ep 031/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:11,  1.53s/it, loss=0.448, mat=0.005, sens=0.725, deg=0.000]
Ep 031/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:10,  1.52s/it, loss=0.448, mat=0.005, sens=0.725, deg=0.000]
Ep 031/100 [S3:+sens]:  38%|▊ | 100/264 [02:35<04:10,  1.52s/it, loss=0.830, mat=0.005, sens=1.306, deg=0.000]
Ep 031/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:08,  1.53s/it, loss=0.830, mat=0.005, sens=1.306, deg=0.000]
Ep 031/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:08,  1.53s/it, loss=0.516, mat=0.003, sens=0.975, deg=0.000]
Ep 031/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:06,  1.52s/it, loss=0.516, mat=0.003, sens=0.975, deg=0.000]
Ep 031/100 [S3:+sens]:  39%|▊ | 102/264 [02:38<04:06,  1.52s/it, loss=0.629, mat=0.003, sens=1.215, deg=0.000]
Ep 031/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:05,  1.52s/it, loss=0.629, mat=0.003, sens=1.215, deg=0.000]
Ep 031/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:05,  1.52s/it, loss=0.026, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:07,  1.55s/it, loss=0.026, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  39%|▊ | 104/264 [02:41<04:07,  1.55s/it, loss=0.027, mat=0.006, sens=0.000, deg=0.013]
Ep 031/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:04,  1.54s/it, loss=0.027, mat=0.006, sens=0.000, deg=0.013]
Ep 031/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:04,  1.54s/it, loss=0.380, mat=0.005, sens=0.728, deg=0.000]
Ep 031/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:02,  1.53s/it, loss=0.380, mat=0.005, sens=0.728, deg=0.000]
Ep 031/100 [S3:+sens]:  40%|▊ | 106/264 [02:44<04:02,  1.53s/it, loss=0.014, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<04:00,  1.53s/it, loss=0.014, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<04:00,  1.53s/it, loss=0.010, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:58,  1.53s/it, loss=0.010, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  41%|▊ | 108/264 [02:47<03:58,  1.53s/it, loss=0.356, mat=0.002, sens=0.703, deg=0.000]
Ep 031/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:56,  1.53s/it, loss=0.356, mat=0.002, sens=0.703, deg=0.000]
Ep 031/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:56,  1.53s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:54,  1.53s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  42%|▊ | 110/264 [02:50<03:54,  1.53s/it, loss=0.365, mat=0.004, sens=0.693, deg=0.000]
Ep 031/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:53,  1.53s/it, loss=0.365, mat=0.004, sens=0.693, deg=0.000]
Ep 031/100 [S3:+sens]:  42%|▊ | 111/264 [02:52<03:53,  1.53s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:51,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  42%|▊ | 112/264 [02:53<03:51,  1.52s/it, loss=0.349, mat=0.003, sens=0.683, deg=0.000]
Ep 031/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:49,  1.52s/it, loss=0.349, mat=0.003, sens=0.683, deg=0.000]
Ep 031/100 [S3:+sens]:  43%|▊ | 113/264 [02:55<03:49,  1.52s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:49,  1.53s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  43%|▊ | 114/264 [02:56<03:49,  1.53s/it, loss=0.390, mat=0.007, sens=0.762, deg=0.001]
Ep 031/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:48,  1.53s/it, loss=0.390, mat=0.007, sens=0.762, deg=0.001]
Ep 031/100 [S3:+sens]:  44%|▊ | 115/264 [02:58<03:48,  1.53s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.003]
Ep 031/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:46,  1.53s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.003]
Ep 031/100 [S3:+sens]:  44%|▉ | 116/264 [02:59<03:46,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.002]
Ep 031/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:44,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.002]
Ep 031/100 [S3:+sens]:  44%|▉ | 117/264 [03:01<03:44,  1.53s/it, loss=0.384, mat=0.004, sens=0.755, deg=0.000]
Ep 031/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:42,  1.53s/it, loss=0.384, mat=0.004, sens=0.755, deg=0.000]
Ep 031/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:42,  1.53s/it, loss=0.360, mat=0.005, sens=0.694, deg=0.001]
Ep 031/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:41,  1.53s/it, loss=0.360, mat=0.005, sens=0.694, deg=0.001]
Ep 031/100 [S3:+sens]:  45%|▉ | 119/264 [03:04<03:41,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:39,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:39,  1.52s/it, loss=0.752, mat=0.004, sens=1.492, deg=0.001]
Ep 031/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:37,  1.52s/it, loss=0.752, mat=0.004, sens=1.492, deg=0.001]
Ep 031/100 [S3:+sens]:  46%|▉ | 121/264 [03:07<03:37,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:36,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:36,  1.52s/it, loss=0.373, mat=0.004, sens=0.735, deg=0.000]
Ep 031/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:37,  1.54s/it, loss=0.373, mat=0.004, sens=0.735, deg=0.000]
Ep 031/100 [S3:+sens]:  47%|▉ | 123/264 [03:10<03:37,  1.54s/it, loss=0.362, mat=0.005, sens=0.687, deg=0.000]
Ep 031/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:34,  1.54s/it, loss=0.362, mat=0.005, sens=0.687, deg=0.000]
Ep 031/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:34,  1.54s/it, loss=0.021, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:32,  1.53s/it, loss=0.021, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  47%|▉ | 125/264 [03:13<03:32,  1.53s/it, loss=0.359, mat=0.003, sens=0.704, deg=0.000]
Ep 031/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:31,  1.53s/it, loss=0.359, mat=0.003, sens=0.704, deg=0.000]
Ep 031/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:31,  1.53s/it, loss=0.359, mat=0.004, sens=0.702, deg=0.000]
Ep 031/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:29,  1.53s/it, loss=0.359, mat=0.004, sens=0.702, deg=0.000]
Ep 031/100 [S3:+sens]:  48%|▉ | 127/264 [03:16<03:29,  1.53s/it, loss=0.371, mat=0.004, sens=0.724, deg=0.001]
Ep 031/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:27,  1.53s/it, loss=0.371, mat=0.004, sens=0.724, deg=0.001]
Ep 031/100 [S3:+sens]:  48%|▉ | 128/264 [03:18<03:27,  1.53s/it, loss=0.562, mat=0.004, sens=1.110, deg=0.000]
Ep 031/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:26,  1.53s/it, loss=0.562, mat=0.004, sens=1.110, deg=0.000]
Ep 031/100 [S3:+sens]:  49%|▉ | 129/264 [03:19<03:26,  1.53s/it, loss=0.522, mat=0.005, sens=1.022, deg=0.001]
Ep 031/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:24,  1.53s/it, loss=0.522, mat=0.005, sens=1.022, deg=0.001]
Ep 031/100 [S3:+sens]:  49%|▉ | 130/264 [03:21<03:24,  1.53s/it, loss=0.413, mat=0.004, sens=0.745, deg=0.000]
Ep 031/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:22,  1.53s/it, loss=0.413, mat=0.004, sens=0.745, deg=0.000]
Ep 031/100 [S3:+sens]:  50%|▉ | 131/264 [03:22<03:22,  1.53s/it, loss=0.068, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:21,  1.52s/it, loss=0.068, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  50%|█ | 132/264 [03:24<03:21,  1.52s/it, loss=0.069, mat=0.004, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:19,  1.53s/it, loss=0.069, mat=0.004, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  50%|█ | 133/264 [03:25<03:19,  1.53s/it, loss=0.391, mat=0.004, sens=0.714, deg=0.003]
Ep 031/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:18,  1.53s/it, loss=0.391, mat=0.004, sens=0.714, deg=0.003]
Ep 031/100 [S3:+sens]:  51%|█ | 134/264 [03:27<03:18,  1.53s/it, loss=0.914, mat=0.004, sens=1.744, deg=0.007]
Ep 031/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:16,  1.52s/it, loss=0.914, mat=0.004, sens=1.744, deg=0.007]
Ep 031/100 [S3:+sens]:  51%|█ | 135/264 [03:28<03:16,  1.52s/it, loss=0.346, mat=0.003, sens=0.652, deg=0.003]
Ep 031/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:15,  1.52s/it, loss=0.346, mat=0.003, sens=0.652, deg=0.003]
Ep 031/100 [S3:+sens]:  52%|█ | 136/264 [03:30<03:15,  1.52s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.015]
Ep 031/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:16,  1.55s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.015]
Ep 031/100 [S3:+sens]:  52%|█ | 137/264 [03:31<03:16,  1.55s/it, loss=0.016, mat=0.003, sens=0.000, deg=0.004]
Ep 031/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:15,  1.55s/it, loss=0.016, mat=0.003, sens=0.000, deg=0.004]
Ep 031/100 [S3:+sens]:  52%|█ | 138/264 [03:33<03:15,  1.55s/it, loss=0.376, mat=0.003, sens=0.722, deg=0.006]
Ep 031/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:13,  1.54s/it, loss=0.376, mat=0.003, sens=0.722, deg=0.006]
Ep 031/100 [S3:+sens]:  53%|█ | 139/264 [03:34<03:13,  1.54s/it, loss=0.385, mat=0.004, sens=0.737, deg=0.000]
Ep 031/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:10,  1.54s/it, loss=0.385, mat=0.004, sens=0.737, deg=0.000]
Ep 031/100 [S3:+sens]:  53%|█ | 140/264 [03:36<03:10,  1.54s/it, loss=0.724, mat=0.006, sens=1.405, deg=0.000]
Ep 031/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:08,  1.53s/it, loss=0.724, mat=0.006, sens=1.405, deg=0.000]
Ep 031/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:08,  1.53s/it, loss=0.530, mat=0.003, sens=1.015, deg=0.001]
Ep 031/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:06,  1.53s/it, loss=0.530, mat=0.003, sens=1.015, deg=0.001]
Ep 031/100 [S3:+sens]:  54%|█ | 142/264 [03:39<03:06,  1.53s/it, loss=0.359, mat=0.004, sens=0.676, deg=0.000]
Ep 031/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:05,  1.53s/it, loss=0.359, mat=0.004, sens=0.676, deg=0.000]
Ep 031/100 [S3:+sens]:  54%|█ | 143/264 [03:41<03:05,  1.53s/it, loss=0.443, mat=0.004, sens=0.798, deg=0.001]
Ep 031/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:03,  1.53s/it, loss=0.443, mat=0.004, sens=0.798, deg=0.001]
Ep 031/100 [S3:+sens]:  55%|█ | 144/264 [03:42<03:03,  1.53s/it, loss=0.042, mat=0.003, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:02,  1.53s/it, loss=0.042, mat=0.003, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  55%|█ | 145/264 [03:44<03:02,  1.53s/it, loss=0.410, mat=0.004, sens=0.809, deg=0.001]
Ep 031/100 [S3:+sens]:  55%|█ | 146/264 [03:44<03:00,  1.53s/it, loss=0.410, mat=0.004, sens=0.809, deg=0.001]
Ep 031/100 [S3:+sens]:  55%|█ | 146/264 [03:45<03:00,  1.53s/it, loss=0.016, mat=0.007, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:59,  1.53s/it, loss=0.016, mat=0.007, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  56%|█ | 147/264 [03:47<02:59,  1.53s/it, loss=0.017, mat=0.006, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:57,  1.53s/it, loss=0.017, mat=0.006, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  56%|█ | 148/264 [03:48<02:57,  1.53s/it, loss=0.348, mat=0.002, sens=0.681, deg=0.001]
Ep 031/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:58,  1.55s/it, loss=0.348, mat=0.002, sens=0.681, deg=0.001]
Ep 031/100 [S3:+sens]:  56%|█▏| 149/264 [03:50<02:58,  1.55s/it, loss=0.346, mat=0.003, sens=0.668, deg=0.001]
Ep 031/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:55,  1.54s/it, loss=0.346, mat=0.003, sens=0.668, deg=0.001]
Ep 031/100 [S3:+sens]:  57%|█▏| 150/264 [03:51<02:55,  1.54s/it, loss=0.027, mat=0.003, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:53,  1.54s/it, loss=0.027, mat=0.003, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  57%|█▏| 151/264 [03:53<02:53,  1.54s/it, loss=0.353, mat=0.005, sens=0.684, deg=0.000]
Ep 031/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:51,  1.53s/it, loss=0.353, mat=0.005, sens=0.684, deg=0.000]
Ep 031/100 [S3:+sens]:  58%|█▏| 152/264 [03:54<02:51,  1.53s/it, loss=0.344, mat=0.006, sens=0.655, deg=0.000]
Ep 031/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:49,  1.53s/it, loss=0.344, mat=0.006, sens=0.655, deg=0.000]
Ep 031/100 [S3:+sens]:  58%|█▏| 153/264 [03:56<02:49,  1.53s/it, loss=0.329, mat=0.005, sens=0.627, deg=0.001]
Ep 031/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:47,  1.53s/it, loss=0.329, mat=0.005, sens=0.627, deg=0.001]
Ep 031/100 [S3:+sens]:  58%|█▏| 154/264 [03:57<02:47,  1.53s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:46,  1.53s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  59%|█▏| 155/264 [03:59<02:46,  1.53s/it, loss=0.328, mat=0.002, sens=0.638, deg=0.000]
Ep 031/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:45,  1.53s/it, loss=0.328, mat=0.002, sens=0.638, deg=0.000]
Ep 031/100 [S3:+sens]:  59%|█▏| 156/264 [04:00<02:45,  1.53s/it, loss=0.024, mat=0.004, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:43,  1.53s/it, loss=0.024, mat=0.004, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]:  59%|█▏| 157/264 [04:02<02:43,  1.53s/it, loss=0.320, mat=0.004, sens=0.624, deg=0.000]
Ep 031/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:41,  1.53s/it, loss=0.320, mat=0.004, sens=0.624, deg=0.000]
Ep 031/100 [S3:+sens]:  60%|█▏| 158/264 [04:03<02:41,  1.53s/it, loss=0.020, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:40,  1.53s/it, loss=0.020, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  60%|█▏| 159/264 [04:05<02:40,  1.53s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.003]
Ep 031/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:38,  1.53s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.003]
Ep 031/100 [S3:+sens]:  61%|█▏| 160/264 [04:07<02:38,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:37,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  61%|█▏| 161/264 [04:08<02:37,  1.53s/it, loss=0.345, mat=0.003, sens=0.664, deg=0.000]
Ep 031/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:36,  1.54s/it, loss=0.345, mat=0.003, sens=0.664, deg=0.000]
Ep 031/100 [S3:+sens]:  61%|█▏| 162/264 [04:10<02:36,  1.54s/it, loss=0.407, mat=0.006, sens=0.774, deg=0.000]
Ep 031/100 [S3:+sens]:  62%|█▏| 163/264 [04:10<02:34,  1.53s/it, loss=0.407, mat=0.006, sens=0.774, deg=0.000]
Ep 031/100 [S3:+sens]:  62%|█▏| 163/264 [04:11<02:34,  1.53s/it, loss=0.817, mat=0.004, sens=1.597, deg=0.000]
Ep 031/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:33,  1.53s/it, loss=0.817, mat=0.004, sens=1.597, deg=0.000]
Ep 031/100 [S3:+sens]:  62%|█▏| 164/264 [04:13<02:33,  1.53s/it, loss=0.355, mat=0.002, sens=0.669, deg=0.000]
Ep 031/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:31,  1.53s/it, loss=0.355, mat=0.002, sens=0.669, deg=0.000]
Ep 031/100 [S3:+sens]:  62%|█▎| 165/264 [04:14<02:31,  1.53s/it, loss=0.027, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.53s/it, loss=0.027, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  63%|█▎| 166/264 [04:16<02:29,  1.53s/it, loss=0.352, mat=0.005, sens=0.665, deg=0.000]
Ep 031/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:30,  1.55s/it, loss=0.352, mat=0.005, sens=0.665, deg=0.000]
Ep 031/100 [S3:+sens]:  63%|█▎| 167/264 [04:17<02:30,  1.55s/it, loss=0.338, mat=0.004, sens=0.660, deg=0.000]
Ep 031/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:28,  1.54s/it, loss=0.338, mat=0.004, sens=0.660, deg=0.000]
Ep 031/100 [S3:+sens]:  64%|█▎| 168/264 [04:19<02:28,  1.54s/it, loss=0.013, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:26,  1.54s/it, loss=0.013, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  64%|█▎| 169/264 [04:20<02:26,  1.54s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:24,  1.53s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  64%|█▎| 170/264 [04:22<02:24,  1.53s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:22,  1.53s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  65%|█▎| 171/264 [04:23<02:22,  1.53s/it, loss=0.741, mat=0.004, sens=1.468, deg=0.000]
Ep 031/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:20,  1.53s/it, loss=0.741, mat=0.004, sens=1.468, deg=0.000]
Ep 031/100 [S3:+sens]:  65%|█▎| 172/264 [04:25<02:20,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:19,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  66%|█▎| 173/264 [04:26<02:19,  1.53s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:17,  1.53s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  66%|█▎| 174/264 [04:28<02:17,  1.53s/it, loss=0.345, mat=0.005, sens=0.676, deg=0.000]
Ep 031/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:15,  1.53s/it, loss=0.345, mat=0.005, sens=0.676, deg=0.000]
Ep 031/100 [S3:+sens]:  66%|█▎| 175/264 [04:30<02:15,  1.53s/it, loss=0.883, mat=0.004, sens=1.751, deg=0.000]
Ep 031/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:14,  1.53s/it, loss=0.883, mat=0.004, sens=1.751, deg=0.000]
Ep 031/100 [S3:+sens]:  67%|█▎| 176/264 [04:31<02:14,  1.53s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:12,  1.53s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  67%|█▎| 177/264 [04:33<02:12,  1.53s/it, loss=0.327, mat=0.004, sens=0.636, deg=0.000]
Ep 031/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:11,  1.53s/it, loss=0.327, mat=0.004, sens=0.636, deg=0.000]
Ep 031/100 [S3:+sens]:  67%|█▎| 178/264 [04:34<02:11,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:09,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  68%|█▎| 179/264 [04:36<02:09,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  68%|█▎| 180/264 [04:36<02:08,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  68%|█▎| 180/264 [04:37<02:08,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:06,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  69%|█▎| 181/264 [04:39<02:06,  1.53s/it, loss=0.329, mat=0.005, sens=0.642, deg=0.000]
Ep 031/100 [S3:+sens]:  69%|█▍| 182/264 [04:39<02:07,  1.55s/it, loss=0.329, mat=0.005, sens=0.642, deg=0.000]
Ep 031/100 [S3:+sens]:  69%|█▍| 182/264 [04:40<02:07,  1.55s/it, loss=0.543, mat=0.005, sens=1.075, deg=0.000]
Ep 031/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:04,  1.54s/it, loss=0.543, mat=0.005, sens=1.075, deg=0.000]
Ep 031/100 [S3:+sens]:  69%|█▍| 183/264 [04:42<02:04,  1.54s/it, loss=0.325, mat=0.004, sens=0.640, deg=0.000]
Ep 031/100 [S3:+sens]:  70%|█▍| 184/264 [04:42<02:02,  1.54s/it, loss=0.325, mat=0.004, sens=0.640, deg=0.000]
Ep 031/100 [S3:+sens]:  70%|█▍| 184/264 [04:43<02:02,  1.54s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:01,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  70%|█▍| 185/264 [04:45<02:01,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<02:00,  1.54s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  70%|█▍| 186/264 [04:46<02:00,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:58,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  71%|█▍| 187/264 [04:48<01:58,  1.54s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  71%|█▍| 188/264 [04:48<01:56,  1.53s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  71%|█▍| 188/264 [04:49<01:56,  1.53s/it, loss=0.012, mat=0.007, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:55,  1.53s/it, loss=0.012, mat=0.007, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  72%|█▍| 189/264 [04:51<01:55,  1.53s/it, loss=0.009, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  72%|█▍| 190/264 [04:51<01:53,  1.53s/it, loss=0.009, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  72%|█▍| 190/264 [04:53<01:53,  1.53s/it, loss=0.343, mat=0.002, sens=0.667, deg=0.000]
Ep 031/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:51,  1.53s/it, loss=0.343, mat=0.002, sens=0.667, deg=0.000]
Ep 031/100 [S3:+sens]:  72%|█▍| 191/264 [04:54<01:51,  1.53s/it, loss=0.502, mat=0.004, sens=0.996, deg=0.000]
Ep 031/100 [S3:+sens]:  73%|█▍| 192/264 [04:54<01:49,  1.53s/it, loss=0.502, mat=0.004, sens=0.996, deg=0.000]
Ep 031/100 [S3:+sens]:  73%|█▍| 192/264 [04:56<01:49,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  73%|█▍| 193/264 [04:56<01:48,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  73%|█▍| 193/264 [04:57<01:48,  1.53s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:48,  1.55s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  73%|█▍| 194/264 [04:59<01:48,  1.55s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:46,  1.54s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  74%|█▍| 195/264 [05:00<01:46,  1.54s/it, loss=0.314, mat=0.006, sens=0.618, deg=0.000]
Ep 031/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:44,  1.53s/it, loss=0.314, mat=0.006, sens=0.618, deg=0.000]
Ep 031/100 [S3:+sens]:  74%|█▍| 196/264 [05:02<01:44,  1.53s/it, loss=0.578, mat=0.004, sens=1.147, deg=0.000]
Ep 031/100 [S3:+sens]:  75%|█▍| 197/264 [05:02<01:42,  1.53s/it, loss=0.578, mat=0.004, sens=1.147, deg=0.000]
Ep 031/100 [S3:+sens]:  75%|█▍| 197/264 [05:03<01:42,  1.53s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.53s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  75%|█▌| 198/264 [05:05<01:40,  1.53s/it, loss=0.015, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  75%|█▌| 199/264 [05:05<01:39,  1.53s/it, loss=0.015, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  75%|█▌| 199/264 [05:06<01:39,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  76%|█▌| 200/264 [05:08<01:37,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  76%|█▌| 201/264 [05:08<01:36,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  76%|█▌| 201/264 [05:09<01:36,  1.53s/it, loss=0.333, mat=0.003, sens=0.655, deg=0.000]
Ep 031/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.53s/it, loss=0.333, mat=0.003, sens=0.655, deg=0.000]
Ep 031/100 [S3:+sens]:  77%|█▌| 202/264 [05:11<01:34,  1.53s/it, loss=0.335, mat=0.005, sens=0.655, deg=0.000]
Ep 031/100 [S3:+sens]:  77%|█▌| 203/264 [05:11<01:32,  1.52s/it, loss=0.335, mat=0.005, sens=0.655, deg=0.000]
Ep 031/100 [S3:+sens]:  77%|█▌| 203/264 [05:12<01:32,  1.52s/it, loss=0.329, mat=0.005, sens=0.647, deg=0.000]
Ep 031/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:31,  1.52s/it, loss=0.329, mat=0.005, sens=0.647, deg=0.000]
Ep 031/100 [S3:+sens]:  77%|█▌| 204/264 [05:14<01:31,  1.52s/it, loss=0.334, mat=0.004, sens=0.660, deg=0.000]
Ep 031/100 [S3:+sens]:  78%|█▌| 205/264 [05:14<01:29,  1.52s/it, loss=0.334, mat=0.004, sens=0.660, deg=0.000]
Ep 031/100 [S3:+sens]:  78%|█▌| 205/264 [05:15<01:29,  1.52s/it, loss=0.327, mat=0.003, sens=0.645, deg=0.000]
Ep 031/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:28,  1.52s/it, loss=0.327, mat=0.003, sens=0.645, deg=0.000]
Ep 031/100 [S3:+sens]:  78%|█▌| 206/264 [05:17<01:28,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  78%|█▌| 207/264 [05:17<01:26,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  78%|█▌| 207/264 [05:18<01:26,  1.52s/it, loss=0.338, mat=0.003, sens=0.661, deg=0.001]
Ep 031/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.52s/it, loss=0.338, mat=0.003, sens=0.661, deg=0.001]
Ep 031/100 [S3:+sens]:  79%|█▌| 208/264 [05:20<01:25,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  79%|█▌| 209/264 [05:20<01:23,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  79%|█▌| 209/264 [05:22<01:23,  1.52s/it, loss=0.334, mat=0.003, sens=0.658, deg=0.000]
Ep 031/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:22,  1.53s/it, loss=0.334, mat=0.003, sens=0.658, deg=0.000]
Ep 031/100 [S3:+sens]:  80%|█▌| 210/264 [05:23<01:22,  1.53s/it, loss=0.331, mat=0.004, sens=0.651, deg=0.000]
Ep 031/100 [S3:+sens]:  80%|█▌| 211/264 [05:23<01:21,  1.53s/it, loss=0.331, mat=0.004, sens=0.651, deg=0.000]
Ep 031/100 [S3:+sens]:  80%|█▌| 211/264 [05:25<01:21,  1.53s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.53s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  80%|█▌| 212/264 [05:26<01:19,  1.53s/it, loss=0.392, mat=0.004, sens=0.769, deg=0.000]
Ep 031/100 [S3:+sens]:  81%|█▌| 213/264 [05:26<01:19,  1.55s/it, loss=0.392, mat=0.004, sens=0.769, deg=0.000]
Ep 031/100 [S3:+sens]:  81%|█▌| 213/264 [05:28<01:19,  1.55s/it, loss=0.780, mat=0.003, sens=1.545, deg=0.000]
Ep 031/100 [S3:+sens]:  81%|█▌| 214/264 [05:28<01:17,  1.54s/it, loss=0.780, mat=0.003, sens=1.545, deg=0.000]
Ep 031/100 [S3:+sens]:  81%|█▌| 214/264 [05:29<01:17,  1.54s/it, loss=0.361, mat=0.007, sens=0.689, deg=0.001]
Ep 031/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:15,  1.54s/it, loss=0.361, mat=0.007, sens=0.689, deg=0.001]
Ep 031/100 [S3:+sens]:  81%|█▋| 215/264 [05:31<01:15,  1.54s/it, loss=0.046, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  82%|█▋| 216/264 [05:31<01:13,  1.53s/it, loss=0.046, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  82%|█▋| 216/264 [05:32<01:13,  1.53s/it, loss=0.013, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.53s/it, loss=0.013, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  82%|█▋| 217/264 [05:34<01:11,  1.53s/it, loss=0.332, mat=0.003, sens=0.640, deg=0.000]
Ep 031/100 [S3:+sens]:  83%|█▋| 218/264 [05:34<01:10,  1.53s/it, loss=0.332, mat=0.003, sens=0.640, deg=0.000]
Ep 031/100 [S3:+sens]:  83%|█▋| 218/264 [05:35<01:10,  1.53s/it, loss=0.337, mat=0.004, sens=0.655, deg=0.000]
Ep 031/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.52s/it, loss=0.337, mat=0.004, sens=0.655, deg=0.000]
Ep 031/100 [S3:+sens]:  83%|█▋| 219/264 [05:37<01:08,  1.52s/it, loss=0.387, mat=0.005, sens=0.760, deg=0.000]
Ep 031/100 [S3:+sens]:  83%|█▋| 220/264 [05:37<01:07,  1.52s/it, loss=0.387, mat=0.005, sens=0.760, deg=0.000]
Ep 031/100 [S3:+sens]:  83%|█▋| 220/264 [05:38<01:07,  1.52s/it, loss=0.345, mat=0.005, sens=0.666, deg=0.000]
Ep 031/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.52s/it, loss=0.345, mat=0.005, sens=0.666, deg=0.000]
Ep 031/100 [S3:+sens]:  84%|█▋| 221/264 [05:40<01:05,  1.52s/it, loss=0.013, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  84%|█▋| 222/264 [05:40<01:03,  1.52s/it, loss=0.013, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  84%|█▋| 222/264 [05:41<01:03,  1.52s/it, loss=0.382, mat=0.004, sens=0.739, deg=0.000]
Ep 031/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.52s/it, loss=0.382, mat=0.004, sens=0.739, deg=0.000]
Ep 031/100 [S3:+sens]:  84%|█▋| 223/264 [05:43<01:02,  1.52s/it, loss=0.336, mat=0.006, sens=0.647, deg=0.000]
Ep 031/100 [S3:+sens]:  85%|█▋| 224/264 [05:43<01:00,  1.52s/it, loss=0.336, mat=0.006, sens=0.647, deg=0.000]
Ep 031/100 [S3:+sens]:  85%|█▋| 224/264 [05:44<01:00,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  85%|█▋| 225/264 [05:46<00:59,  1.52s/it, loss=0.330, mat=0.005, sens=0.653, deg=0.000]
Ep 031/100 [S3:+sens]:  86%|█▋| 226/264 [05:46<00:57,  1.52s/it, loss=0.330, mat=0.005, sens=0.653, deg=0.000]
Ep 031/100 [S3:+sens]:  86%|█▋| 226/264 [05:48<00:57,  1.52s/it, loss=0.342, mat=0.005, sens=0.663, deg=0.000]
Ep 031/100 [S3:+sens]:  86%|█▋| 227/264 [05:48<00:57,  1.54s/it, loss=0.342, mat=0.005, sens=0.663, deg=0.000]
Ep 031/100 [S3:+sens]:  86%|█▋| 227/264 [05:49<00:57,  1.54s/it, loss=0.345, mat=0.005, sens=0.670, deg=0.000]
Ep 031/100 [S3:+sens]:  86%|█▋| 228/264 [05:49<00:55,  1.54s/it, loss=0.345, mat=0.005, sens=0.670, deg=0.000]
Ep 031/100 [S3:+sens]:  86%|█▋| 228/264 [05:51<00:55,  1.54s/it, loss=0.011, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:53,  1.53s/it, loss=0.011, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  87%|█▋| 229/264 [05:52<00:53,  1.53s/it, loss=0.482, mat=0.004, sens=0.942, deg=0.000]
Ep 031/100 [S3:+sens]:  87%|█▋| 230/264 [05:52<00:51,  1.53s/it, loss=0.482, mat=0.004, sens=0.942, deg=0.000]
Ep 031/100 [S3:+sens]:  87%|█▋| 230/264 [05:54<00:51,  1.53s/it, loss=0.337, mat=0.003, sens=0.658, deg=0.001]
Ep 031/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:50,  1.53s/it, loss=0.337, mat=0.003, sens=0.658, deg=0.001]
Ep 031/100 [S3:+sens]:  88%|█▊| 231/264 [05:55<00:50,  1.53s/it, loss=0.521, mat=0.005, sens=1.022, deg=0.000]
Ep 031/100 [S3:+sens]:  88%|█▊| 232/264 [05:55<00:48,  1.53s/it, loss=0.521, mat=0.005, sens=1.022, deg=0.000]
Ep 031/100 [S3:+sens]:  88%|█▊| 232/264 [05:57<00:48,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  88%|█▊| 233/264 [05:57<00:47,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  88%|█▊| 233/264 [05:58<00:47,  1.52s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:46,  1.53s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  89%|█▊| 234/264 [06:00<00:46,  1.53s/it, loss=0.600, mat=0.008, sens=1.183, deg=0.000]
Ep 031/100 [S3:+sens]:  89%|█▊| 235/264 [06:00<00:44,  1.53s/it, loss=0.600, mat=0.008, sens=1.183, deg=0.000]
Ep 031/100 [S3:+sens]:  89%|█▊| 235/264 [06:01<00:44,  1.53s/it, loss=0.347, mat=0.006, sens=0.678, deg=0.000]
Ep 031/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:42,  1.53s/it, loss=0.347, mat=0.006, sens=0.678, deg=0.000]
Ep 031/100 [S3:+sens]:  89%|█▊| 236/264 [06:03<00:42,  1.53s/it, loss=0.015, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  90%|█▊| 237/264 [06:03<00:41,  1.53s/it, loss=0.015, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  90%|█▊| 237/264 [06:04<00:41,  1.53s/it, loss=0.347, mat=0.007, sens=0.662, deg=0.000]
Ep 031/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.53s/it, loss=0.347, mat=0.007, sens=0.662, deg=0.000]
Ep 031/100 [S3:+sens]:  90%|█▊| 238/264 [06:06<00:39,  1.53s/it, loss=0.340, mat=0.004, sens=0.664, deg=0.000]
Ep 031/100 [S3:+sens]:  91%|█▊| 239/264 [06:06<00:38,  1.55s/it, loss=0.340, mat=0.004, sens=0.664, deg=0.000]
Ep 031/100 [S3:+sens]:  91%|█▊| 239/264 [06:08<00:38,  1.55s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  91%|█▊| 240/264 [06:08<00:36,  1.54s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  91%|█▊| 240/264 [06:09<00:36,  1.54s/it, loss=0.399, mat=0.004, sens=0.781, deg=0.000]
Ep 031/100 [S3:+sens]:  91%|█▊| 241/264 [06:09<00:35,  1.54s/it, loss=0.399, mat=0.004, sens=0.781, deg=0.000]
Ep 031/100 [S3:+sens]:  91%|█▊| 241/264 [06:11<00:35,  1.54s/it, loss=0.369, mat=0.007, sens=0.687, deg=0.001]
Ep 031/100 [S3:+sens]:  92%|█▊| 242/264 [06:11<00:33,  1.53s/it, loss=0.369, mat=0.007, sens=0.687, deg=0.001]
Ep 031/100 [S3:+sens]:  92%|█▊| 242/264 [06:12<00:33,  1.53s/it, loss=0.033, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  92%|█▊| 243/264 [06:12<00:32,  1.53s/it, loss=0.033, mat=0.006, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  92%|█▊| 243/264 [06:14<00:32,  1.53s/it, loss=0.485, mat=0.004, sens=0.936, deg=0.000]
Ep 031/100 [S3:+sens]:  92%|█▊| 244/264 [06:14<00:30,  1.53s/it, loss=0.485, mat=0.004, sens=0.936, deg=0.000]
Ep 031/100 [S3:+sens]:  92%|█▊| 244/264 [06:15<00:30,  1.53s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  93%|█▊| 245/264 [06:15<00:29,  1.53s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  93%|█▊| 245/264 [06:17<00:29,  1.53s/it, loss=0.345, mat=0.003, sens=0.669, deg=0.000]
Ep 031/100 [S3:+sens]:  93%|█▊| 246/264 [06:17<00:27,  1.53s/it, loss=0.345, mat=0.003, sens=0.669, deg=0.000]
Ep 031/100 [S3:+sens]:  93%|█▊| 246/264 [06:18<00:27,  1.53s/it, loss=0.352, mat=0.004, sens=0.676, deg=0.000]
Ep 031/100 [S3:+sens]:  94%|█▊| 247/264 [06:18<00:25,  1.53s/it, loss=0.352, mat=0.004, sens=0.676, deg=0.000]
Ep 031/100 [S3:+sens]:  94%|█▊| 247/264 [06:20<00:25,  1.53s/it, loss=0.353, mat=0.003, sens=0.670, deg=0.000]
Ep 031/100 [S3:+sens]:  94%|█▉| 248/264 [06:20<00:24,  1.53s/it, loss=0.353, mat=0.003, sens=0.670, deg=0.000]
Ep 031/100 [S3:+sens]:  94%|█▉| 248/264 [06:21<00:24,  1.53s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  94%|█▉| 249/264 [06:21<00:22,  1.53s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  94%|█▉| 249/264 [06:23<00:22,  1.53s/it, loss=0.011, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  95%|█▉| 250/264 [06:23<00:21,  1.53s/it, loss=0.011, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  95%|█▉| 250/264 [06:24<00:21,  1.53s/it, loss=0.334, mat=0.006, sens=0.650, deg=0.000]
Ep 031/100 [S3:+sens]:  95%|█▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.334, mat=0.006, sens=0.650, deg=0.000]
Ep 031/100 [S3:+sens]:  95%|█▉| 251/264 [06:26<00:19,  1.52s/it, loss=0.017, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  95%|█▉| 252/264 [06:26<00:18,  1.52s/it, loss=0.017, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  95%|█▉| 252/264 [06:27<00:18,  1.52s/it, loss=0.342, mat=0.005, sens=0.643, deg=0.000]
Ep 031/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.342, mat=0.005, sens=0.643, deg=0.000]
Ep 031/100 [S3:+sens]:  96%|█▉| 253/264 [06:29<00:16,  1.52s/it, loss=0.602, mat=0.005, sens=1.150, deg=0.000]
Ep 031/100 [S3:+sens]:  96%|█▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.602, mat=0.005, sens=1.150, deg=0.000]
Ep 031/100 [S3:+sens]:  96%|█▉| 254/264 [06:30<00:15,  1.52s/it, loss=0.453, mat=0.004, sens=0.881, deg=0.000]
Ep 031/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.453, mat=0.004, sens=0.881, deg=0.000]
Ep 031/100 [S3:+sens]:  97%|█▉| 255/264 [06:32<00:13,  1.53s/it, loss=0.131, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  97%|█▉| 256/264 [06:32<00:12,  1.53s/it, loss=0.131, mat=0.005, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  97%|█▉| 256/264 [06:34<00:12,  1.53s/it, loss=0.611, mat=0.004, sens=1.210, deg=0.000]
Ep 031/100 [S3:+sens]:  97%|█▉| 257/264 [06:34<00:10,  1.55s/it, loss=0.611, mat=0.004, sens=1.210, deg=0.000]
Ep 031/100 [S3:+sens]:  97%|█▉| 257/264 [06:35<00:10,  1.55s/it, loss=0.501, mat=0.006, sens=0.945, deg=0.000]
Ep 031/100 [S3:+sens]:  98%|█▉| 258/264 [06:35<00:09,  1.55s/it, loss=0.501, mat=0.006, sens=0.945, deg=0.000]
Ep 031/100 [S3:+sens]:  98%|█▉| 258/264 [06:37<00:09,  1.55s/it, loss=1.512, mat=0.004, sens=0.655, deg=0.000]
Ep 031/100 [S3:+sens]:  98%|█▉| 259/264 [06:37<00:07,  1.55s/it, loss=1.512, mat=0.004, sens=0.655, deg=0.000]
Ep 031/100 [S3:+sens]:  98%|█▉| 259/264 [06:38<00:07,  1.55s/it, loss=0.937, mat=0.007, sens=0.686, deg=0.000]
Ep 031/100 [S3:+sens]:  98%|█▉| 260/264 [06:38<00:06,  1.54s/it, loss=0.937, mat=0.007, sens=0.686, deg=0.000]
Ep 031/100 [S3:+sens]:  98%|█▉| 260/264 [06:40<00:06,  1.54s/it, loss=0.367, mat=0.005, sens=0.686, deg=0.000]
Ep 031/100 [S3:+sens]:  99%|█▉| 261/264 [06:40<00:04,  1.54s/it, loss=0.367, mat=0.005, sens=0.686, deg=0.000]
Ep 031/100 [S3:+sens]:  99%|█▉| 261/264 [06:41<00:04,  1.54s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  99%|█▉| 262/264 [06:41<00:03,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 031/100 [S3:+sens]:  99%|█▉| 262/264 [06:43<00:03,  1.53s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]: 100%|█▉| 263/264 [06:43<00:01,  1.53s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.001]
Ep 031/100 [S3:+sens]: 100%|█▉| 263/264 [06:44<00:01,  1.53s/it, loss=0.344, mat=0.005, sens=0.647, deg=0.000]
Ep 031/100 [S3:+sens]: 100%|██| 264/264 [06:44<00:00,  1.53s/it, loss=0.344, mat=0.005, sens=0.647, deg=0.000]
                                                                                                              
Epoch 031/100 [S3:+sens]  loss=0.3204  mat=0.0041  sens=0.5765  deg=0.0013  orth=0.0297  α=0.5 β=0.5 γ=0.3  405s

Ep 032/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 032/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.024, mat=0.005, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:12,  2.10s/it, loss=0.024, mat=0.005, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:12,  2.10s/it, loss=0.013, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:39,  1.75s/it, loss=0.013, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:39,  1.75s/it, loss=0.465, mat=0.007, sens=0.766, deg=0.000]
Ep 032/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:10,  1.65s/it, loss=0.465, mat=0.007, sens=0.766, deg=0.000]
Ep 032/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:10,  1.65s/it, loss=0.372, mat=0.006, sens=0.691, deg=0.000]
Ep 032/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:54,  1.60s/it, loss=0.372, mat=0.006, sens=0.691, deg=0.000]
Ep 032/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:54,  1.60s/it, loss=0.342, mat=0.004, sens=0.650, deg=0.000]
Ep 032/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:45,  1.57s/it, loss=0.342, mat=0.004, sens=0.650, deg=0.000]
Ep 032/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:45,  1.57s/it, loss=0.314, mat=0.005, sens=0.000, deg=0.002]
Ep 032/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:39,  1.55s/it, loss=0.314, mat=0.005, sens=0.000, deg=0.002]
Ep 032/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:39,  1.55s/it, loss=0.391, mat=0.006, sens=0.687, deg=0.000]
Ep 032/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:35,  1.54s/it, loss=0.391, mat=0.006, sens=0.687, deg=0.000]
Ep 032/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:35,  1.54s/it, loss=0.360, mat=0.007, sens=0.685, deg=0.000]
Ep 032/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:32,  1.54s/it, loss=0.360, mat=0.007, sens=0.685, deg=0.000]
Ep 032/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:32,  1.54s/it, loss=0.352, mat=0.005, sens=0.666, deg=0.002]
Ep 032/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:38,  1.56s/it, loss=0.352, mat=0.005, sens=0.666, deg=0.002]
Ep 032/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:38,  1.56s/it, loss=0.346, mat=0.005, sens=0.646, deg=0.000]
Ep 032/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:33,  1.55s/it, loss=0.346, mat=0.005, sens=0.646, deg=0.000]
Ep 032/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:33,  1.55s/it, loss=0.023, mat=0.005, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:29,  1.54s/it, loss=0.023, mat=0.005, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:29,  1.54s/it, loss=0.372, mat=0.007, sens=0.700, deg=0.001]
Ep 032/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:27,  1.54s/it, loss=0.372, mat=0.007, sens=0.700, deg=0.001]
Ep 032/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:27,  1.54s/it, loss=0.149, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:23,  1.53s/it, loss=0.149, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:23,  1.53s/it, loss=0.013, mat=0.006, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:21,  1.53s/it, loss=0.013, mat=0.006, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:21,  1.53s/it, loss=0.352, mat=0.005, sens=0.686, deg=0.000]
Ep 032/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:19,  1.52s/it, loss=0.352, mat=0.005, sens=0.686, deg=0.000]
Ep 032/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:19,  1.52s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:17,  1.52s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:17,  1.52s/it, loss=0.009, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:15,  1.52s/it, loss=0.009, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:15,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:16,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:16,  1.53s/it, loss=0.362, mat=0.006, sens=0.695, deg=0.000]
Ep 032/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:13,  1.53s/it, loss=0.362, mat=0.006, sens=0.695, deg=0.000]
Ep 032/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:13,  1.53s/it, loss=0.373, mat=0.005, sens=0.712, deg=0.000]
Ep 032/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:11,  1.52s/it, loss=0.373, mat=0.005, sens=0.712, deg=0.000]
Ep 032/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:11,  1.52s/it, loss=0.355, mat=0.004, sens=0.678, deg=0.000]
Ep 032/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:09,  1.52s/it, loss=0.355, mat=0.004, sens=0.678, deg=0.000]
Ep 032/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:09,  1.52s/it, loss=0.377, mat=0.006, sens=0.728, deg=0.000]
Ep 032/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:07,  1.52s/it, loss=0.377, mat=0.006, sens=0.728, deg=0.000]
Ep 032/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:07,  1.52s/it, loss=0.355, mat=0.005, sens=0.675, deg=0.001]
Ep 032/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:11,  1.54s/it, loss=0.355, mat=0.005, sens=0.675, deg=0.001]
Ep 032/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:11,  1.54s/it, loss=0.369, mat=0.003, sens=0.708, deg=0.000]
Ep 032/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:08,  1.54s/it, loss=0.369, mat=0.003, sens=0.708, deg=0.000]
Ep 032/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:08,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:06,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:06,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:04,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:04,  1.53s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:01,  1.53s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:01,  1.53s/it, loss=0.382, mat=0.004, sens=0.749, deg=0.000]
Ep 032/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:59,  1.52s/it, loss=0.382, mat=0.004, sens=0.749, deg=0.000]
Ep 032/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:59,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:57,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:57,  1.52s/it, loss=0.352, mat=0.005, sens=0.686, deg=0.000]
Ep 032/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:56,  1.52s/it, loss=0.352, mat=0.005, sens=0.686, deg=0.000]
Ep 032/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:56,  1.52s/it, loss=0.013, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:54,  1.52s/it, loss=0.013, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:54,  1.52s/it, loss=0.400, mat=0.003, sens=0.787, deg=0.000]
Ep 032/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:52,  1.52s/it, loss=0.400, mat=0.003, sens=0.787, deg=0.000]
Ep 032/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:52,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:51,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:51,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.005]
Ep 032/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:49,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.005]
Ep 032/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:49,  1.52s/it, loss=0.354, mat=0.005, sens=0.693, deg=0.000]
Ep 032/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:48,  1.52s/it, loss=0.354, mat=0.005, sens=0.693, deg=0.000]
Ep 032/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:48,  1.52s/it, loss=0.013, mat=0.007, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:47,  1.52s/it, loss=0.013, mat=0.007, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:  14%|▍  | 36/264 [00:57<05:47,  1.52s/it, loss=0.011, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  14%|▍  | 37/264 [00:57<05:45,  1.52s/it, loss=0.011, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:45,  1.52s/it, loss=0.100, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:44,  1.52s/it, loss=0.100, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:44,  1.52s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:43,  1.53s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:43,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:42,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:42,  1.53s/it, loss=0.361, mat=0.004, sens=0.708, deg=0.000]
Ep 032/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:40,  1.53s/it, loss=0.361, mat=0.004, sens=0.708, deg=0.000]
Ep 032/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:40,  1.53s/it, loss=0.350, mat=0.006, sens=0.688, deg=0.000]
Ep 032/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:41,  1.54s/it, loss=0.350, mat=0.006, sens=0.688, deg=0.000]
Ep 032/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:41,  1.54s/it, loss=0.468, mat=0.005, sens=0.920, deg=0.000]
Ep 032/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:40,  1.54s/it, loss=0.468, mat=0.005, sens=0.920, deg=0.000]
Ep 032/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:40,  1.54s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:38,  1.54s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:38,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:35,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:35,  1.53s/it, loss=0.344, mat=0.003, sens=0.671, deg=0.000]
Ep 032/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:33,  1.53s/it, loss=0.344, mat=0.003, sens=0.671, deg=0.000]
Ep 032/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:33,  1.53s/it, loss=0.351, mat=0.005, sens=0.691, deg=0.000]
Ep 032/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:31,  1.53s/it, loss=0.351, mat=0.005, sens=0.691, deg=0.000]
Ep 032/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:31,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:29,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:29,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:28,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:28,  1.53s/it, loss=0.476, mat=0.004, sens=0.937, deg=0.000]
Ep 032/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:26,  1.53s/it, loss=0.476, mat=0.004, sens=0.937, deg=0.000]
Ep 032/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:26,  1.53s/it, loss=0.356, mat=0.005, sens=0.700, deg=0.000]
Ep 032/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:25,  1.53s/it, loss=0.356, mat=0.005, sens=0.700, deg=0.000]
Ep 032/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:25,  1.53s/it, loss=0.572, mat=0.005, sens=1.135, deg=0.000]
Ep 032/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:23,  1.53s/it, loss=0.572, mat=0.005, sens=1.135, deg=0.000]
Ep 032/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:23,  1.53s/it, loss=0.354, mat=0.003, sens=0.697, deg=0.000]
Ep 032/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:21,  1.52s/it, loss=0.354, mat=0.003, sens=0.697, deg=0.000]
Ep 032/100 [S3:+sens]:  20%|▌  | 53/264 [01:23<05:21,  1.52s/it, loss=0.554, mat=0.005, sens=1.094, deg=0.000]
Ep 032/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:25,  1.55s/it, loss=0.554, mat=0.005, sens=1.094, deg=0.000]
Ep 032/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:25,  1.55s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:21,  1.54s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  21%|▋  | 55/264 [01:26<05:21,  1.54s/it, loss=0.346, mat=0.005, sens=0.679, deg=0.000]
Ep 032/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:19,  1.53s/it, loss=0.346, mat=0.005, sens=0.679, deg=0.000]
Ep 032/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:19,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:16,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:16,  1.53s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:14,  1.53s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:14,  1.53s/it, loss=0.342, mat=0.006, sens=0.661, deg=0.000]
Ep 032/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:12,  1.53s/it, loss=0.342, mat=0.006, sens=0.661, deg=0.000]
Ep 032/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:12,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:11,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:11,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:09,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:09,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:08,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:08,  1.53s/it, loss=0.486, mat=0.006, sens=0.950, deg=0.000]
Ep 032/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:06,  1.53s/it, loss=0.486, mat=0.006, sens=0.950, deg=0.000]
Ep 032/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:06,  1.53s/it, loss=0.373, mat=0.006, sens=0.720, deg=0.000]
Ep 032/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:04,  1.52s/it, loss=0.373, mat=0.006, sens=0.720, deg=0.000]
Ep 032/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:04,  1.52s/it, loss=0.350, mat=0.005, sens=0.688, deg=0.000]
Ep 032/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:03,  1.52s/it, loss=0.350, mat=0.005, sens=0.688, deg=0.000]
Ep 032/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:03,  1.52s/it, loss=0.358, mat=0.007, sens=0.705, deg=0.000]
Ep 032/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:03,  1.53s/it, loss=0.358, mat=0.007, sens=0.705, deg=0.000]
Ep 032/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:03,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<05:02,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:02,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<05:04,  1.55s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  26%|▊  | 68/264 [01:46<05:04,  1.55s/it, loss=0.372, mat=0.004, sens=0.734, deg=0.000]
Ep 032/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<05:01,  1.54s/it, loss=0.372, mat=0.004, sens=0.734, deg=0.000]
Ep 032/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<05:01,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:58,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  27%|▊  | 70/264 [01:49<04:58,  1.54s/it, loss=0.339, mat=0.004, sens=0.671, deg=0.000]
Ep 032/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:55,  1.53s/it, loss=0.339, mat=0.004, sens=0.671, deg=0.000]
Ep 032/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:55,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:53,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  27%|▊  | 72/264 [01:52<04:53,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:51,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:51,  1.53s/it, loss=0.367, mat=0.007, sens=0.720, deg=0.000]
Ep 032/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:50,  1.53s/it, loss=0.367, mat=0.007, sens=0.720, deg=0.000]
Ep 032/100 [S3:+sens]:  28%|▊  | 74/264 [01:55<04:50,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:47,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:47,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:46,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  29%|▊  | 76/264 [01:58<04:46,  1.52s/it, loss=0.354, mat=0.004, sens=0.694, deg=0.000]
Ep 032/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:45,  1.53s/it, loss=0.354, mat=0.004, sens=0.694, deg=0.000]
Ep 032/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:45,  1.53s/it, loss=0.357, mat=0.007, sens=0.703, deg=0.000]
Ep 032/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:43,  1.53s/it, loss=0.357, mat=0.007, sens=0.703, deg=0.000]
Ep 032/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:43,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:41,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:41,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:44,  1.55s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:44,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:41,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:41,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:39,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:37,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:37,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:35,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:35,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:33,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  32%|▉  | 85/264 [02:12<04:33,  1.53s/it, loss=0.351, mat=0.003, sens=0.688, deg=0.000]
Ep 032/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:31,  1.53s/it, loss=0.351, mat=0.003, sens=0.688, deg=0.000]
Ep 032/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:31,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:30,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  33%|▉  | 87/264 [02:15<04:30,  1.53s/it, loss=0.347, mat=0.005, sens=0.686, deg=0.000]
Ep 032/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:28,  1.53s/it, loss=0.347, mat=0.005, sens=0.686, deg=0.000]
Ep 032/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:28,  1.53s/it, loss=0.339, mat=0.007, sens=0.669, deg=0.000]
Ep 032/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:27,  1.53s/it, loss=0.339, mat=0.007, sens=0.669, deg=0.000]
Ep 032/100 [S3:+sens]:  34%|█  | 89/264 [02:18<04:27,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:27,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:27,  1.54s/it, loss=0.334, mat=0.005, sens=0.660, deg=0.000]
Ep 032/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:25,  1.54s/it, loss=0.334, mat=0.005, sens=0.660, deg=0.000]
Ep 032/100 [S3:+sens]:  34%|█  | 91/264 [02:21<04:25,  1.54s/it, loss=0.358, mat=0.005, sens=0.709, deg=0.000]
Ep 032/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:23,  1.53s/it, loss=0.358, mat=0.005, sens=0.709, deg=0.000]
Ep 032/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:23,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:21,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  35%|█  | 93/264 [02:24<04:21,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:19,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:19,  1.53s/it, loss=0.340, mat=0.002, sens=0.675, deg=0.000]
Ep 032/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:17,  1.53s/it, loss=0.340, mat=0.002, sens=0.675, deg=0.000]
Ep 032/100 [S3:+sens]:  36%|█  | 95/264 [02:27<04:17,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:15,  1.52s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:15,  1.52s/it, loss=0.334, mat=0.005, sens=0.658, deg=0.000]
Ep 032/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:14,  1.52s/it, loss=0.334, mat=0.005, sens=0.658, deg=0.000]
Ep 032/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:14,  1.52s/it, loss=0.334, mat=0.003, sens=0.662, deg=0.000]
Ep 032/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:16,  1.55s/it, loss=0.334, mat=0.003, sens=0.662, deg=0.000]
Ep 032/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:16,  1.55s/it, loss=0.355, mat=0.005, sens=0.700, deg=0.001]
Ep 032/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:13,  1.54s/it, loss=0.355, mat=0.005, sens=0.700, deg=0.001]
Ep 032/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:13,  1.54s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:11,  1.54s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  38%|▊ | 100/264 [02:35<04:11,  1.54s/it, loss=0.362, mat=0.005, sens=0.714, deg=0.000]
Ep 032/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:09,  1.53s/it, loss=0.362, mat=0.005, sens=0.714, deg=0.000]
Ep 032/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:09,  1.53s/it, loss=0.016, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:07,  1.53s/it, loss=0.016, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  39%|▊ | 102/264 [02:38<04:07,  1.53s/it, loss=0.015, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:06,  1.53s/it, loss=0.015, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:06,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:04,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  39%|▊ | 104/264 [02:41<04:04,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.005]
Ep 032/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:02,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.005]
Ep 032/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:02,  1.52s/it, loss=0.346, mat=0.004, sens=0.679, deg=0.000]
Ep 032/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:00,  1.52s/it, loss=0.346, mat=0.004, sens=0.679, deg=0.000]
Ep 032/100 [S3:+sens]:  40%|▊ | 106/264 [02:44<04:00,  1.52s/it, loss=0.341, mat=0.006, sens=0.672, deg=0.000]
Ep 032/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:59,  1.52s/it, loss=0.341, mat=0.006, sens=0.672, deg=0.000]
Ep 032/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<03:59,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:57,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:  41%|▊ | 108/264 [02:47<03:57,  1.52s/it, loss=0.358, mat=0.002, sens=0.708, deg=0.001]
Ep 032/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:56,  1.52s/it, loss=0.358, mat=0.002, sens=0.708, deg=0.001]
Ep 032/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:56,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:54,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:  42%|▊ | 110/264 [02:50<03:54,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:52,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.001]
Ep 032/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:52,  1.52s/it, loss=0.010, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:51,  1.52s/it, loss=0.010, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  42%|▊ | 112/264 [02:53<03:51,  1.52s/it, loss=0.346, mat=0.006, sens=0.683, deg=0.000]
Ep 032/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:53,  1.55s/it, loss=0.346, mat=0.006, sens=0.683, deg=0.000]
Ep 032/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:53,  1.55s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:52,  1.55s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  43%|▊ | 114/264 [02:56<03:52,  1.55s/it, loss=0.349, mat=0.003, sens=0.690, deg=0.001]
Ep 032/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:50,  1.54s/it, loss=0.349, mat=0.003, sens=0.690, deg=0.001]
Ep 032/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:50,  1.54s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:47,  1.54s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  44%|▉ | 116/264 [02:59<03:47,  1.54s/it, loss=0.410, mat=0.003, sens=0.814, deg=0.000]
Ep 032/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:45,  1.54s/it, loss=0.410, mat=0.003, sens=0.814, deg=0.000]
Ep 032/100 [S3:+sens]:  44%|▉ | 117/264 [03:01<03:45,  1.54s/it, loss=0.373, mat=0.005, sens=0.735, deg=0.000]
Ep 032/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:43,  1.53s/it, loss=0.373, mat=0.005, sens=0.735, deg=0.000]
Ep 032/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:43,  1.53s/it, loss=0.343, mat=0.005, sens=0.678, deg=0.000]
Ep 032/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:41,  1.53s/it, loss=0.343, mat=0.005, sens=0.678, deg=0.000]
Ep 032/100 [S3:+sens]:  45%|▉ | 119/264 [03:04<03:41,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:39,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:39,  1.53s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:38,  1.52s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  46%|▉ | 121/264 [03:07<03:38,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:37,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:37,  1.53s/it, loss=0.350, mat=0.005, sens=0.693, deg=0.000]
Ep 032/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:35,  1.53s/it, loss=0.350, mat=0.005, sens=0.693, deg=0.000]
Ep 032/100 [S3:+sens]:  47%|▉ | 123/264 [03:10<03:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:33,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:35,  1.55s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  47%|▉ | 125/264 [03:13<03:35,  1.55s/it, loss=0.349, mat=0.005, sens=0.688, deg=0.000]
Ep 032/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:32,  1.54s/it, loss=0.349, mat=0.005, sens=0.688, deg=0.000]
Ep 032/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:32,  1.54s/it, loss=0.348, mat=0.005, sens=0.683, deg=0.000]
Ep 032/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:30,  1.54s/it, loss=0.348, mat=0.005, sens=0.683, deg=0.000]
Ep 032/100 [S3:+sens]:  48%|▉ | 127/264 [03:16<03:30,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:29,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:29,  1.54s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:26,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  49%|▉ | 129/264 [03:19<03:26,  1.53s/it, loss=0.381, mat=0.005, sens=0.739, deg=0.000]
Ep 032/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:25,  1.53s/it, loss=0.381, mat=0.005, sens=0.739, deg=0.000]
Ep 032/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:25,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:23,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  50%|▉ | 131/264 [03:22<03:23,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:22,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  50%|█ | 132/264 [03:24<03:22,  1.53s/it, loss=0.378, mat=0.005, sens=0.749, deg=0.000]
Ep 032/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:20,  1.53s/it, loss=0.378, mat=0.005, sens=0.749, deg=0.000]
Ep 032/100 [S3:+sens]:  50%|█ | 133/264 [03:25<03:20,  1.53s/it, loss=0.352, mat=0.004, sens=0.698, deg=0.000]
Ep 032/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:18,  1.53s/it, loss=0.352, mat=0.004, sens=0.698, deg=0.000]
Ep 032/100 [S3:+sens]:  51%|█ | 134/264 [03:27<03:18,  1.53s/it, loss=0.391, mat=0.004, sens=0.772, deg=0.000]
Ep 032/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:17,  1.53s/it, loss=0.391, mat=0.004, sens=0.772, deg=0.000]
Ep 032/100 [S3:+sens]:  51%|█ | 135/264 [03:28<03:17,  1.53s/it, loss=0.359, mat=0.004, sens=0.711, deg=0.000]
Ep 032/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:15,  1.53s/it, loss=0.359, mat=0.004, sens=0.711, deg=0.000]
Ep 032/100 [S3:+sens]:  52%|█ | 136/264 [03:30<03:15,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:13,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  52%|█ | 137/264 [03:31<03:13,  1.53s/it, loss=0.351, mat=0.006, sens=0.692, deg=0.000]
Ep 032/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:13,  1.54s/it, loss=0.351, mat=0.006, sens=0.692, deg=0.000]
Ep 032/100 [S3:+sens]:  52%|█ | 138/264 [03:33<03:13,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:12,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  53%|█ | 139/264 [03:34<03:12,  1.54s/it, loss=0.436, mat=0.004, sens=0.862, deg=0.000]
Ep 032/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:10,  1.54s/it, loss=0.436, mat=0.004, sens=0.862, deg=0.000]
Ep 032/100 [S3:+sens]:  53%|█ | 140/264 [03:36<03:10,  1.54s/it, loss=0.455, mat=0.004, sens=0.899, deg=0.000]
Ep 032/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:08,  1.53s/it, loss=0.455, mat=0.004, sens=0.899, deg=0.000]
Ep 032/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:08,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:07,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  54%|█ | 142/264 [03:39<03:07,  1.54s/it, loss=0.364, mat=0.005, sens=0.716, deg=0.000]
Ep 032/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:08,  1.56s/it, loss=0.364, mat=0.005, sens=0.716, deg=0.000]
Ep 032/100 [S3:+sens]:  54%|█ | 143/264 [03:40<03:08,  1.56s/it, loss=0.363, mat=0.003, sens=0.716, deg=0.000]
Ep 032/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:05,  1.55s/it, loss=0.363, mat=0.003, sens=0.716, deg=0.000]
Ep 032/100 [S3:+sens]:  55%|█ | 144/264 [03:42<03:05,  1.55s/it, loss=0.375, mat=0.006, sens=0.739, deg=0.000]
Ep 032/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:03,  1.54s/it, loss=0.375, mat=0.006, sens=0.739, deg=0.000]
Ep 032/100 [S3:+sens]:  55%|█ | 145/264 [03:44<03:03,  1.54s/it, loss=0.023, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  55%|█ | 146/264 [03:44<03:01,  1.53s/it, loss=0.023, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  55%|█ | 146/264 [03:45<03:01,  1.53s/it, loss=0.361, mat=0.004, sens=0.713, deg=0.000]
Ep 032/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:59,  1.53s/it, loss=0.361, mat=0.004, sens=0.713, deg=0.000]
Ep 032/100 [S3:+sens]:  56%|█ | 147/264 [03:47<02:59,  1.53s/it, loss=0.406, mat=0.006, sens=0.800, deg=0.000]
Ep 032/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:57,  1.53s/it, loss=0.406, mat=0.006, sens=0.800, deg=0.000]
Ep 032/100 [S3:+sens]:  56%|█ | 148/264 [03:48<02:57,  1.53s/it, loss=0.438, mat=0.006, sens=0.860, deg=0.000]
Ep 032/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:55,  1.53s/it, loss=0.438, mat=0.006, sens=0.860, deg=0.000]
Ep 032/100 [S3:+sens]:  56%|█▏| 149/264 [03:50<02:55,  1.53s/it, loss=0.618, mat=0.006, sens=1.214, deg=0.000]
Ep 032/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:54,  1.53s/it, loss=0.618, mat=0.006, sens=1.214, deg=0.000]
Ep 032/100 [S3:+sens]:  57%|█▏| 150/264 [03:51<02:54,  1.53s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:52,  1.53s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  57%|█▏| 151/264 [03:53<02:52,  1.53s/it, loss=0.395, mat=0.006, sens=0.765, deg=0.000]
Ep 032/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:51,  1.53s/it, loss=0.395, mat=0.006, sens=0.765, deg=0.000]
Ep 032/100 [S3:+sens]:  58%|█▏| 152/264 [03:54<02:51,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:49,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  58%|█▏| 153/264 [03:56<02:49,  1.53s/it, loss=0.564, mat=0.006, sens=1.115, deg=0.000]
Ep 032/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:47,  1.53s/it, loss=0.564, mat=0.006, sens=1.115, deg=0.000]
Ep 032/100 [S3:+sens]:  58%|█▏| 154/264 [03:57<02:47,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:46,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  59%|█▏| 155/264 [03:59<02:46,  1.53s/it, loss=0.402, mat=0.005, sens=0.789, deg=0.000]
Ep 032/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:44,  1.53s/it, loss=0.402, mat=0.005, sens=0.789, deg=0.000]
Ep 032/100 [S3:+sens]:  59%|█▏| 156/264 [04:00<02:44,  1.53s/it, loss=0.359, mat=0.007, sens=0.705, deg=0.000]
Ep 032/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:45,  1.55s/it, loss=0.359, mat=0.007, sens=0.705, deg=0.000]
Ep 032/100 [S3:+sens]:  59%|█▏| 157/264 [04:02<02:45,  1.55s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:43,  1.54s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  60%|█▏| 158/264 [04:03<02:43,  1.54s/it, loss=0.452, mat=0.005, sens=0.853, deg=0.000]
Ep 032/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:41,  1.54s/it, loss=0.452, mat=0.005, sens=0.853, deg=0.000]
Ep 032/100 [S3:+sens]:  60%|█▏| 159/264 [04:05<02:41,  1.54s/it, loss=0.406, mat=0.007, sens=0.788, deg=0.000]
Ep 032/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:39,  1.53s/it, loss=0.406, mat=0.007, sens=0.788, deg=0.000]
Ep 032/100 [S3:+sens]:  61%|█▏| 160/264 [04:06<02:39,  1.53s/it, loss=0.364, mat=0.003, sens=0.709, deg=0.000]
Ep 032/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:37,  1.53s/it, loss=0.364, mat=0.003, sens=0.709, deg=0.000]
Ep 032/100 [S3:+sens]:  61%|█▏| 161/264 [04:08<02:37,  1.53s/it, loss=0.017, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:37,  1.54s/it, loss=0.017, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  61%|█▏| 162/264 [04:10<02:37,  1.54s/it, loss=0.050, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  62%|█▏| 163/264 [04:10<02:35,  1.54s/it, loss=0.050, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  62%|█▏| 163/264 [04:11<02:35,  1.54s/it, loss=0.017, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:33,  1.53s/it, loss=0.017, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  62%|█▏| 164/264 [04:13<02:33,  1.53s/it, loss=0.392, mat=0.006, sens=0.764, deg=0.000]
Ep 032/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:31,  1.53s/it, loss=0.392, mat=0.006, sens=0.764, deg=0.000]
Ep 032/100 [S3:+sens]:  62%|█▎| 165/264 [04:14<02:31,  1.53s/it, loss=0.399, mat=0.005, sens=0.771, deg=0.000]
Ep 032/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:30,  1.53s/it, loss=0.399, mat=0.005, sens=0.771, deg=0.000]
Ep 032/100 [S3:+sens]:  63%|█▎| 166/264 [04:16<02:30,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:28,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  63%|█▎| 167/264 [04:17<02:28,  1.53s/it, loss=0.014, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:26,  1.53s/it, loss=0.014, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  64%|█▎| 168/264 [04:19<02:26,  1.53s/it, loss=0.448, mat=0.006, sens=0.882, deg=0.000]
Ep 032/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:27,  1.55s/it, loss=0.448, mat=0.006, sens=0.882, deg=0.000]
Ep 032/100 [S3:+sens]:  64%|█▎| 169/264 [04:20<02:27,  1.55s/it, loss=0.023, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:25,  1.54s/it, loss=0.023, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  64%|█▎| 170/264 [04:22<02:25,  1.54s/it, loss=0.378, mat=0.003, sens=0.735, deg=0.000]
Ep 032/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:23,  1.54s/it, loss=0.378, mat=0.003, sens=0.735, deg=0.000]
Ep 032/100 [S3:+sens]:  65%|█▎| 171/264 [04:23<02:23,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:21,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  65%|█▎| 172/264 [04:25<02:21,  1.53s/it, loss=0.012, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:19,  1.53s/it, loss=0.012, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  66%|█▎| 173/264 [04:26<02:19,  1.53s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:17,  1.53s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  66%|█▎| 174/264 [04:28<02:17,  1.53s/it, loss=0.384, mat=0.005, sens=0.744, deg=0.000]
Ep 032/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:15,  1.53s/it, loss=0.384, mat=0.005, sens=0.744, deg=0.000]
Ep 032/100 [S3:+sens]:  66%|█▎| 175/264 [04:29<02:15,  1.53s/it, loss=0.439, mat=0.005, sens=0.867, deg=0.000]
Ep 032/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:14,  1.53s/it, loss=0.439, mat=0.005, sens=0.867, deg=0.000]
Ep 032/100 [S3:+sens]:  67%|█▎| 176/264 [04:31<02:14,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:12,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  67%|█▎| 177/264 [04:33<02:12,  1.53s/it, loss=0.014, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:11,  1.53s/it, loss=0.014, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  67%|█▎| 178/264 [04:34<02:11,  1.53s/it, loss=0.583, mat=0.004, sens=1.151, deg=0.000]
Ep 032/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:09,  1.52s/it, loss=0.583, mat=0.004, sens=1.151, deg=0.000]
Ep 032/100 [S3:+sens]:  68%|█▎| 179/264 [04:36<02:09,  1.52s/it, loss=0.380, mat=0.006, sens=0.726, deg=0.000]
Ep 032/100 [S3:+sens]:  68%|█▎| 180/264 [04:36<02:07,  1.52s/it, loss=0.380, mat=0.006, sens=0.726, deg=0.000]
Ep 032/100 [S3:+sens]:  68%|█▎| 180/264 [04:37<02:07,  1.52s/it, loss=0.394, mat=0.002, sens=0.735, deg=0.000]
Ep 032/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:06,  1.52s/it, loss=0.394, mat=0.002, sens=0.735, deg=0.000]
Ep 032/100 [S3:+sens]:  69%|█▎| 181/264 [04:39<02:06,  1.52s/it, loss=0.430, mat=0.005, sens=0.840, deg=0.000]
Ep 032/100 [S3:+sens]:  69%|█▍| 182/264 [04:39<02:04,  1.52s/it, loss=0.430, mat=0.005, sens=0.840, deg=0.000]
Ep 032/100 [S3:+sens]:  69%|█▍| 182/264 [04:40<02:04,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:03,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  69%|█▍| 183/264 [04:42<02:03,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  70%|█▍| 184/264 [04:42<02:02,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  70%|█▍| 184/264 [04:43<02:02,  1.53s/it, loss=0.031, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.53s/it, loss=0.031, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  70%|█▍| 185/264 [04:45<02:00,  1.53s/it, loss=0.019, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<01:59,  1.54s/it, loss=0.019, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  70%|█▍| 186/264 [04:46<01:59,  1.54s/it, loss=0.623, mat=0.006, sens=1.207, deg=0.000]
Ep 032/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<02:00,  1.56s/it, loss=0.623, mat=0.006, sens=1.207, deg=0.000]
Ep 032/100 [S3:+sens]:  71%|█▍| 187/264 [04:48<02:00,  1.56s/it, loss=0.087, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  71%|█▍| 188/264 [04:48<01:57,  1.55s/it, loss=0.087, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  71%|█▍| 188/264 [04:49<01:57,  1.55s/it, loss=0.022, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:55,  1.54s/it, loss=0.022, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  72%|█▍| 189/264 [04:51<01:55,  1.54s/it, loss=0.359, mat=0.004, sens=0.691, deg=0.000]
Ep 032/100 [S3:+sens]:  72%|█▍| 190/264 [04:51<01:53,  1.53s/it, loss=0.359, mat=0.004, sens=0.691, deg=0.000]
Ep 032/100 [S3:+sens]:  72%|█▍| 190/264 [04:52<01:53,  1.53s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:51,  1.53s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  72%|█▍| 191/264 [04:54<01:51,  1.53s/it, loss=0.016, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  73%|█▍| 192/264 [04:54<01:49,  1.53s/it, loss=0.016, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  73%|█▍| 192/264 [04:55<01:49,  1.53s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:48,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  73%|█▍| 193/264 [04:57<01:48,  1.52s/it, loss=0.015, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:46,  1.52s/it, loss=0.015, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  73%|█▍| 194/264 [04:59<01:46,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:45,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  74%|█▍| 195/264 [05:00<01:45,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:43,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  74%|█▍| 196/264 [05:02<01:43,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  75%|█▍| 197/264 [05:02<01:41,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  75%|█▍| 197/264 [05:03<01:41,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  75%|█▌| 198/264 [05:05<01:40,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  75%|█▌| 199/264 [05:05<01:39,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  75%|█▌| 199/264 [05:06<01:39,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  76%|█▌| 200/264 [05:08<01:37,  1.52s/it, loss=0.341, mat=0.003, sens=0.670, deg=0.000]
Ep 032/100 [S3:+sens]:  76%|█▌| 201/264 [05:08<01:35,  1.52s/it, loss=0.341, mat=0.003, sens=0.670, deg=0.000]
Ep 032/100 [S3:+sens]:  76%|█▌| 201/264 [05:09<01:35,  1.52s/it, loss=0.360, mat=0.005, sens=0.710, deg=0.000]
Ep 032/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:35,  1.55s/it, loss=0.360, mat=0.005, sens=0.710, deg=0.000]
Ep 032/100 [S3:+sens]:  77%|█▌| 202/264 [05:11<01:35,  1.55s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  77%|█▌| 203/264 [05:11<01:33,  1.54s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  77%|█▌| 203/264 [05:12<01:33,  1.54s/it, loss=0.382, mat=0.005, sens=0.748, deg=0.002]
Ep 032/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:32,  1.53s/it, loss=0.382, mat=0.005, sens=0.748, deg=0.002]
Ep 032/100 [S3:+sens]:  77%|█▌| 204/264 [05:14<01:32,  1.53s/it, loss=0.374, mat=0.005, sens=0.731, deg=0.000]
Ep 032/100 [S3:+sens]:  78%|█▌| 205/264 [05:14<01:30,  1.53s/it, loss=0.374, mat=0.005, sens=0.731, deg=0.000]
Ep 032/100 [S3:+sens]:  78%|█▌| 205/264 [05:15<01:30,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:28,  1.53s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  78%|█▌| 206/264 [05:17<01:28,  1.53s/it, loss=0.360, mat=0.006, sens=0.708, deg=0.000]
Ep 032/100 [S3:+sens]:  78%|█▌| 207/264 [05:17<01:27,  1.53s/it, loss=0.360, mat=0.006, sens=0.708, deg=0.000]
Ep 032/100 [S3:+sens]:  78%|█▌| 207/264 [05:18<01:27,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  79%|█▌| 208/264 [05:20<01:25,  1.53s/it, loss=0.362, mat=0.005, sens=0.712, deg=0.002]
Ep 032/100 [S3:+sens]:  79%|█▌| 209/264 [05:20<01:23,  1.53s/it, loss=0.362, mat=0.005, sens=0.712, deg=0.002]
Ep 032/100 [S3:+sens]:  79%|█▌| 209/264 [05:21<01:23,  1.53s/it, loss=0.376, mat=0.004, sens=0.733, deg=0.000]
Ep 032/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.54s/it, loss=0.376, mat=0.004, sens=0.733, deg=0.000]
Ep 032/100 [S3:+sens]:  80%|█▌| 210/264 [05:23<01:22,  1.54s/it, loss=0.398, mat=0.006, sens=0.778, deg=0.001]
Ep 032/100 [S3:+sens]:  80%|█▌| 211/264 [05:23<01:21,  1.54s/it, loss=0.398, mat=0.006, sens=0.778, deg=0.001]
Ep 032/100 [S3:+sens]:  80%|█▌| 211/264 [05:25<01:21,  1.54s/it, loss=0.434, mat=0.005, sens=0.767, deg=0.000]
Ep 032/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.53s/it, loss=0.434, mat=0.005, sens=0.767, deg=0.000]
Ep 032/100 [S3:+sens]:  80%|█▌| 212/264 [05:26<01:19,  1.53s/it, loss=0.374, mat=0.004, sens=0.727, deg=0.002]
Ep 032/100 [S3:+sens]:  81%|█▌| 213/264 [05:26<01:17,  1.53s/it, loss=0.374, mat=0.004, sens=0.727, deg=0.002]
Ep 032/100 [S3:+sens]:  81%|█▌| 213/264 [05:28<01:17,  1.53s/it, loss=0.387, mat=0.006, sens=0.754, deg=0.000]
Ep 032/100 [S3:+sens]:  81%|█▌| 214/264 [05:28<01:17,  1.55s/it, loss=0.387, mat=0.006, sens=0.754, deg=0.000]
Ep 032/100 [S3:+sens]:  81%|█▌| 214/264 [05:29<01:17,  1.55s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:15,  1.54s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  81%|█▋| 215/264 [05:31<01:15,  1.54s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  82%|█▋| 216/264 [05:31<01:13,  1.54s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  82%|█▋| 216/264 [05:32<01:13,  1.54s/it, loss=0.452, mat=0.004, sens=0.748, deg=0.000]
Ep 032/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:12,  1.53s/it, loss=0.452, mat=0.004, sens=0.748, deg=0.000]
Ep 032/100 [S3:+sens]:  82%|█▋| 217/264 [05:34<01:12,  1.53s/it, loss=0.386, mat=0.004, sens=0.759, deg=0.000]
Ep 032/100 [S3:+sens]:  83%|█▋| 218/264 [05:34<01:10,  1.53s/it, loss=0.386, mat=0.004, sens=0.759, deg=0.000]
Ep 032/100 [S3:+sens]:  83%|█▋| 218/264 [05:35<01:10,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  83%|█▋| 219/264 [05:37<01:08,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  83%|█▋| 220/264 [05:37<01:07,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  83%|█▋| 220/264 [05:38<01:07,  1.53s/it, loss=0.412, mat=0.006, sens=0.720, deg=0.000]
Ep 032/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.53s/it, loss=0.412, mat=0.006, sens=0.720, deg=0.000]
Ep 032/100 [S3:+sens]:  84%|█▋| 221/264 [05:40<01:05,  1.53s/it, loss=0.778, mat=0.005, sens=1.542, deg=0.000]
Ep 032/100 [S3:+sens]:  84%|█▋| 222/264 [05:40<01:04,  1.53s/it, loss=0.778, mat=0.005, sens=1.542, deg=0.000]
Ep 032/100 [S3:+sens]:  84%|█▋| 222/264 [05:41<01:04,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  84%|█▋| 223/264 [05:43<01:02,  1.52s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  85%|█▋| 224/264 [05:43<01:00,  1.52s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  85%|█▋| 224/264 [05:44<01:00,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  85%|█▋| 225/264 [05:46<00:59,  1.52s/it, loss=0.386, mat=0.006, sens=0.758, deg=0.000]
Ep 032/100 [S3:+sens]:  86%|█▋| 226/264 [05:46<00:57,  1.52s/it, loss=0.386, mat=0.006, sens=0.758, deg=0.000]
Ep 032/100 [S3:+sens]:  86%|█▋| 226/264 [05:47<00:57,  1.52s/it, loss=0.386, mat=0.006, sens=0.756, deg=0.000]
Ep 032/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.52s/it, loss=0.386, mat=0.006, sens=0.756, deg=0.000]
Ep 032/100 [S3:+sens]:  86%|█▋| 227/264 [05:49<00:56,  1.52s/it, loss=0.376, mat=0.006, sens=0.733, deg=0.000]
Ep 032/100 [S3:+sens]:  86%|█▋| 228/264 [05:49<00:54,  1.52s/it, loss=0.376, mat=0.006, sens=0.733, deg=0.000]
Ep 032/100 [S3:+sens]:  86%|█▋| 228/264 [05:51<00:54,  1.52s/it, loss=0.396, mat=0.005, sens=0.763, deg=0.000]
Ep 032/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:53,  1.52s/it, loss=0.396, mat=0.005, sens=0.763, deg=0.000]
Ep 032/100 [S3:+sens]:  87%|█▋| 229/264 [05:52<00:53,  1.52s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  87%|█▋| 230/264 [05:52<00:51,  1.52s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  87%|█▋| 230/264 [05:54<00:51,  1.52s/it, loss=0.400, mat=0.004, sens=0.765, deg=0.000]
Ep 032/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:50,  1.52s/it, loss=0.400, mat=0.004, sens=0.765, deg=0.000]
Ep 032/100 [S3:+sens]:  88%|█▊| 231/264 [05:55<00:50,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  88%|█▊| 232/264 [05:55<00:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  88%|█▊| 232/264 [05:57<00:48,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  88%|█▊| 233/264 [05:57<00:47,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  88%|█▊| 233/264 [05:58<00:47,  1.54s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:46,  1.55s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  89%|█▊| 234/264 [06:00<00:46,  1.55s/it, loss=0.388, mat=0.005, sens=0.752, deg=0.000]
Ep 032/100 [S3:+sens]:  89%|█▊| 235/264 [06:00<00:44,  1.54s/it, loss=0.388, mat=0.005, sens=0.752, deg=0.000]
Ep 032/100 [S3:+sens]:  89%|█▊| 235/264 [06:01<00:44,  1.54s/it, loss=0.010, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:42,  1.53s/it, loss=0.010, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  89%|█▊| 236/264 [06:03<00:42,  1.53s/it, loss=0.355, mat=0.004, sens=0.691, deg=0.000]
Ep 032/100 [S3:+sens]:  90%|█▊| 237/264 [06:03<00:41,  1.53s/it, loss=0.355, mat=0.004, sens=0.691, deg=0.000]
Ep 032/100 [S3:+sens]:  90%|█▊| 237/264 [06:04<00:41,  1.53s/it, loss=0.370, mat=0.005, sens=0.730, deg=0.000]
Ep 032/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.53s/it, loss=0.370, mat=0.005, sens=0.730, deg=0.000]
Ep 032/100 [S3:+sens]:  90%|█▊| 238/264 [06:06<00:39,  1.53s/it, loss=0.358, mat=0.007, sens=0.701, deg=0.000]
Ep 032/100 [S3:+sens]:  91%|█▊| 239/264 [06:06<00:38,  1.52s/it, loss=0.358, mat=0.007, sens=0.701, deg=0.000]
Ep 032/100 [S3:+sens]:  91%|█▊| 239/264 [06:07<00:38,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.006]
Ep 032/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.006]
Ep 032/100 [S3:+sens]:  91%|█▊| 240/264 [06:09<00:36,  1.52s/it, loss=0.367, mat=0.007, sens=0.723, deg=0.000]
Ep 032/100 [S3:+sens]:  91%|█▊| 241/264 [06:09<00:35,  1.52s/it, loss=0.367, mat=0.007, sens=0.723, deg=0.000]
Ep 032/100 [S3:+sens]:  91%|█▊| 241/264 [06:10<00:35,  1.52s/it, loss=0.380, mat=0.004, sens=0.752, deg=0.000]
Ep 032/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.53s/it, loss=0.380, mat=0.004, sens=0.752, deg=0.000]
Ep 032/100 [S3:+sens]:  92%|█▊| 242/264 [06:12<00:33,  1.53s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  92%|█▊| 243/264 [06:12<00:32,  1.52s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  92%|█▊| 243/264 [06:13<00:32,  1.52s/it, loss=0.445, mat=0.006, sens=0.876, deg=0.000]
Ep 032/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.445, mat=0.006, sens=0.876, deg=0.000]
Ep 032/100 [S3:+sens]:  92%|█▊| 244/264 [06:15<00:30,  1.52s/it, loss=0.388, mat=0.006, sens=0.755, deg=0.000]
Ep 032/100 [S3:+sens]:  93%|█▊| 245/264 [06:15<00:28,  1.52s/it, loss=0.388, mat=0.006, sens=0.755, deg=0.000]
Ep 032/100 [S3:+sens]:  93%|█▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.472, mat=0.003, sens=0.892, deg=0.061]
Ep 032/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.53s/it, loss=0.472, mat=0.003, sens=0.892, deg=0.061]
Ep 032/100 [S3:+sens]:  93%|█▊| 246/264 [06:18<00:27,  1.53s/it, loss=0.031, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  94%|█▊| 247/264 [06:18<00:26,  1.55s/it, loss=0.031, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  94%|█▊| 247/264 [06:20<00:26,  1.55s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  94%|█▉| 248/264 [06:20<00:24,  1.54s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  94%|█▉| 248/264 [06:21<00:24,  1.54s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  94%|█▉| 249/264 [06:21<00:23,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  94%|█▉| 249/264 [06:23<00:23,  1.53s/it, loss=0.530, mat=0.004, sens=1.049, deg=0.000]
Ep 032/100 [S3:+sens]:  95%|█▉| 250/264 [06:23<00:21,  1.53s/it, loss=0.530, mat=0.004, sens=1.049, deg=0.000]
Ep 032/100 [S3:+sens]:  95%|█▉| 250/264 [06:24<00:21,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  95%|█▉| 251/264 [06:24<00:19,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  95%|█▉| 251/264 [06:26<00:19,  1.53s/it, loss=0.361, mat=0.006, sens=0.710, deg=0.000]
Ep 032/100 [S3:+sens]:  95%|█▉| 252/264 [06:26<00:18,  1.53s/it, loss=0.361, mat=0.006, sens=0.710, deg=0.000]
Ep 032/100 [S3:+sens]:  95%|█▉| 252/264 [06:27<00:18,  1.53s/it, loss=0.378, mat=0.005, sens=0.747, deg=0.000]
Ep 032/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.378, mat=0.005, sens=0.747, deg=0.000]
Ep 032/100 [S3:+sens]:  96%|█▉| 253/264 [06:29<00:16,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  96%|█▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  96%|█▉| 254/264 [06:30<00:15,  1.52s/it, loss=0.369, mat=0.004, sens=0.724, deg=0.000]
Ep 032/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.369, mat=0.004, sens=0.724, deg=0.000]
Ep 032/100 [S3:+sens]:  97%|█▉| 255/264 [06:32<00:13,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  97%|█▉| 256/264 [06:32<00:12,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  97%|█▉| 256/264 [06:33<00:12,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]:  97%|█▉| 257/264 [06:35<00:10,  1.52s/it, loss=0.348, mat=0.004, sens=0.690, deg=0.000]
Ep 032/100 [S3:+sens]:  98%|█▉| 258/264 [06:35<00:09,  1.53s/it, loss=0.348, mat=0.004, sens=0.690, deg=0.000]
Ep 032/100 [S3:+sens]:  98%|█▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.363, mat=0.007, sens=0.709, deg=0.000]
Ep 032/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.56s/it, loss=0.363, mat=0.007, sens=0.709, deg=0.000]
Ep 032/100 [S3:+sens]:  98%|█▉| 259/264 [06:38<00:07,  1.56s/it, loss=0.393, mat=0.004, sens=0.774, deg=0.000]
Ep 032/100 [S3:+sens]:  98%|█▉| 260/264 [06:38<00:06,  1.55s/it, loss=0.393, mat=0.004, sens=0.774, deg=0.000]
Ep 032/100 [S3:+sens]:  98%|█▉| 260/264 [06:40<00:06,  1.55s/it, loss=0.341, mat=0.003, sens=0.670, deg=0.000]
Ep 032/100 [S3:+sens]:  99%|█▉| 261/264 [06:40<00:04,  1.54s/it, loss=0.341, mat=0.003, sens=0.670, deg=0.000]
Ep 032/100 [S3:+sens]:  99%|█▉| 261/264 [06:41<00:04,  1.54s/it, loss=0.378, mat=0.006, sens=0.746, deg=0.000]
Ep 032/100 [S3:+sens]:  99%|█▉| 262/264 [06:41<00:03,  1.53s/it, loss=0.378, mat=0.006, sens=0.746, deg=0.000]
Ep 032/100 [S3:+sens]:  99%|█▉| 262/264 [06:43<00:03,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]: 100%|█▉| 263/264 [06:43<00:01,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 032/100 [S3:+sens]: 100%|█▉| 263/264 [06:44<00:01,  1.53s/it, loss=0.386, mat=0.004, sens=0.763, deg=0.000]
Ep 032/100 [S3:+sens]: 100%|██| 264/264 [06:44<00:00,  1.52s/it, loss=0.386, mat=0.004, sens=0.763, deg=0.000]
                                                                                                              
Epoch 032/100 [S3:+sens]  loss=0.2048  mat=0.0050  sens=0.3854  deg=0.0005  orth=0.0095  α=0.5 β=0.5 γ=0.3  405s

Ep 033/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 033/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:13,  2.10s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:13,  2.10s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:41,  1.76s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:41,  1.76s/it, loss=0.373, mat=0.006, sens=0.733, deg=0.000]
Ep 033/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:10,  1.65s/it, loss=0.373, mat=0.006, sens=0.733, deg=0.000]
Ep 033/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:10,  1.65s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:54,  1.60s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:54,  1.60s/it, loss=0.366, mat=0.006, sens=0.723, deg=0.000]
Ep 033/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:45,  1.57s/it, loss=0.366, mat=0.006, sens=0.723, deg=0.000]
Ep 033/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:45,  1.57s/it, loss=0.564, mat=0.006, sens=1.120, deg=0.000]
Ep 033/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:40,  1.55s/it, loss=0.564, mat=0.006, sens=1.120, deg=0.000]
Ep 033/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:40,  1.55s/it, loss=0.011, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:35,  1.54s/it, loss=0.011, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:35,  1.54s/it, loss=0.398, mat=0.005, sens=0.785, deg=0.000]
Ep 033/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:32,  1.53s/it, loss=0.398, mat=0.005, sens=0.785, deg=0.000]
Ep 033/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:32,  1.53s/it, loss=0.356, mat=0.007, sens=0.699, deg=0.000]
Ep 033/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:38,  1.56s/it, loss=0.356, mat=0.007, sens=0.699, deg=0.000]
Ep 033/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:38,  1.56s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:33,  1.55s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:33,  1.55s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:28,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:28,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:25,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:25,  1.53s/it, loss=0.552, mat=0.005, sens=1.093, deg=0.000]
Ep 033/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:22,  1.53s/it, loss=0.552, mat=0.005, sens=1.093, deg=0.000]
Ep 033/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:22,  1.53s/it, loss=0.391, mat=0.005, sens=0.769, deg=0.000]
Ep 033/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:20,  1.52s/it, loss=0.391, mat=0.005, sens=0.769, deg=0.000]
Ep 033/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:20,  1.52s/it, loss=0.394, mat=0.006, sens=0.777, deg=0.000]
Ep 033/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:18,  1.52s/it, loss=0.394, mat=0.006, sens=0.777, deg=0.000]
Ep 033/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:18,  1.52s/it, loss=0.383, mat=0.007, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:16,  1.52s/it, loss=0.383, mat=0.007, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:16,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:15,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:15,  1.52s/it, loss=0.364, mat=0.004, sens=0.721, deg=0.000]
Ep 033/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:16,  1.53s/it, loss=0.364, mat=0.004, sens=0.721, deg=0.000]
Ep 033/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:16,  1.53s/it, loss=0.367, mat=0.006, sens=0.720, deg=0.000]
Ep 033/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:14,  1.53s/it, loss=0.367, mat=0.006, sens=0.720, deg=0.000]
Ep 033/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:14,  1.53s/it, loss=0.360, mat=0.005, sens=0.707, deg=0.000]
Ep 033/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:12,  1.53s/it, loss=0.360, mat=0.005, sens=0.707, deg=0.000]
Ep 033/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:12,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:09,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:09,  1.52s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:07,  1.52s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:07,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:05,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:05,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:03,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:03,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:02,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:02,  1.51s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:00,  1.51s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:00,  1.51s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:04,  1.54s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:04,  1.54s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<06:01,  1.53s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<06:01,  1.53s/it, loss=0.421, mat=0.006, sens=0.820, deg=0.000]
Ep 033/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:58,  1.53s/it, loss=0.421, mat=0.006, sens=0.820, deg=0.000]
Ep 033/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:58,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:56,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:56,  1.52s/it, loss=0.376, mat=0.006, sens=0.739, deg=0.000]
Ep 033/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:54,  1.52s/it, loss=0.376, mat=0.006, sens=0.739, deg=0.000]
Ep 033/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:54,  1.52s/it, loss=0.367, mat=0.006, sens=0.720, deg=0.000]
Ep 033/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:52,  1.52s/it, loss=0.367, mat=0.006, sens=0.720, deg=0.000]
Ep 033/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:52,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:51,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:51,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:49,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:49,  1.52s/it, loss=0.549, mat=0.003, sens=1.088, deg=0.001]
Ep 033/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:47,  1.52s/it, loss=0.549, mat=0.003, sens=1.088, deg=0.001]
Ep 033/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:47,  1.52s/it, loss=0.378, mat=0.004, sens=0.737, deg=0.014]
Ep 033/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:46,  1.52s/it, loss=0.378, mat=0.004, sens=0.737, deg=0.014]
Ep 033/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:46,  1.52s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:44,  1.52s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:44,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:42,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:42,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:40,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:40,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:39,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:39,  1.52s/it, loss=0.351, mat=0.006, sens=0.688, deg=0.001]
Ep 033/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:38,  1.52s/it, loss=0.351, mat=0.006, sens=0.688, deg=0.001]
Ep 033/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:38,  1.52s/it, loss=0.010, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:46,  1.56s/it, loss=0.010, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:46,  1.56s/it, loss=0.376, mat=0.005, sens=0.739, deg=0.000]
Ep 033/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:43,  1.55s/it, loss=0.376, mat=0.005, sens=0.739, deg=0.000]
Ep 033/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:43,  1.55s/it, loss=0.369, mat=0.005, sens=0.726, deg=0.000]
Ep 033/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:39,  1.54s/it, loss=0.369, mat=0.005, sens=0.726, deg=0.000]
Ep 033/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:39,  1.54s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:36,  1.54s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:36,  1.54s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:33,  1.53s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:33,  1.53s/it, loss=0.370, mat=0.007, sens=0.723, deg=0.000]
Ep 033/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:31,  1.53s/it, loss=0.370, mat=0.007, sens=0.723, deg=0.000]
Ep 033/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:31,  1.53s/it, loss=0.360, mat=0.006, sens=0.705, deg=0.000]
Ep 033/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:29,  1.53s/it, loss=0.360, mat=0.006, sens=0.705, deg=0.000]
Ep 033/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:29,  1.53s/it, loss=0.371, mat=0.004, sens=0.728, deg=0.000]
Ep 033/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:27,  1.52s/it, loss=0.371, mat=0.004, sens=0.728, deg=0.000]
Ep 033/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:27,  1.52s/it, loss=0.365, mat=0.004, sens=0.712, deg=0.000]
Ep 033/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:25,  1.52s/it, loss=0.365, mat=0.004, sens=0.712, deg=0.000]
Ep 033/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:25,  1.52s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:23,  1.52s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:23,  1.52s/it, loss=0.366, mat=0.005, sens=0.713, deg=0.000]
Ep 033/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:22,  1.52s/it, loss=0.366, mat=0.005, sens=0.713, deg=0.000]
Ep 033/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:22,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:20,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:20,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:23,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:23,  1.54s/it, loss=0.397, mat=0.005, sens=0.780, deg=0.000]
Ep 033/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:20,  1.53s/it, loss=0.397, mat=0.005, sens=0.780, deg=0.000]
Ep 033/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:20,  1.53s/it, loss=0.011, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:17,  1.53s/it, loss=0.011, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:17,  1.53s/it, loss=0.379, mat=0.004, sens=0.740, deg=0.004]
Ep 033/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:15,  1.52s/it, loss=0.379, mat=0.004, sens=0.740, deg=0.004]
Ep 033/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:15,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:12,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:12,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:11,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:11,  1.52s/it, loss=0.376, mat=0.008, sens=0.740, deg=0.000]
Ep 033/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:09,  1.52s/it, loss=0.376, mat=0.008, sens=0.740, deg=0.000]
Ep 033/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:09,  1.52s/it, loss=0.360, mat=0.004, sens=0.703, deg=0.000]
Ep 033/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:07,  1.52s/it, loss=0.360, mat=0.004, sens=0.703, deg=0.000]
Ep 033/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:07,  1.52s/it, loss=0.373, mat=0.005, sens=0.737, deg=0.000]
Ep 033/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:06,  1.52s/it, loss=0.373, mat=0.005, sens=0.737, deg=0.000]
Ep 033/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:06,  1.52s/it, loss=0.376, mat=0.006, sens=0.743, deg=0.000]
Ep 033/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:04,  1.52s/it, loss=0.376, mat=0.006, sens=0.743, deg=0.000]
Ep 033/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:04,  1.52s/it, loss=0.366, mat=0.004, sens=0.725, deg=0.000]
Ep 033/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:03,  1.52s/it, loss=0.366, mat=0.004, sens=0.725, deg=0.000]
Ep 033/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:03,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:01,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:01,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:02,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:02,  1.53s/it, loss=0.603, mat=0.007, sens=1.196, deg=0.000]
Ep 033/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<05:00,  1.53s/it, loss=0.603, mat=0.007, sens=1.196, deg=0.000]
Ep 033/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:00,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:58,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:58,  1.53s/it, loss=0.419, mat=0.004, sens=0.823, deg=0.000]
Ep 033/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:56,  1.52s/it, loss=0.419, mat=0.004, sens=0.823, deg=0.000]
Ep 033/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:56,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:55,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:55,  1.52s/it, loss=0.650, mat=0.004, sens=1.291, deg=0.000]
Ep 033/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:53,  1.52s/it, loss=0.650, mat=0.004, sens=1.291, deg=0.000]
Ep 033/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:53,  1.52s/it, loss=0.456, mat=0.004, sens=0.898, deg=0.000]
Ep 033/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:52,  1.52s/it, loss=0.456, mat=0.004, sens=0.898, deg=0.000]
Ep 033/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:52,  1.52s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:54,  1.54s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:54,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:51,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:51,  1.54s/it, loss=0.388, mat=0.005, sens=0.767, deg=0.000]
Ep 033/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:49,  1.53s/it, loss=0.388, mat=0.005, sens=0.767, deg=0.000]
Ep 033/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:49,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:46,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:46,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:44,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:44,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:42,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:42,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:41,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:41,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:39,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:39,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:38,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:38,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:36,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:36,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:34,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:34,  1.52s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:32,  1.52s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:32,  1.52s/it, loss=0.401, mat=0.004, sens=0.794, deg=0.000]
Ep 033/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:31,  1.52s/it, loss=0.401, mat=0.004, sens=0.794, deg=0.000]
Ep 033/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:31,  1.52s/it, loss=0.409, mat=0.005, sens=0.808, deg=0.000]
Ep 033/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:29,  1.52s/it, loss=0.409, mat=0.005, sens=0.808, deg=0.000]
Ep 033/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:29,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:32,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:32,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:29,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:29,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:27,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:27,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:25,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:25,  1.53s/it, loss=0.395, mat=0.004, sens=0.773, deg=0.000]
Ep 033/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:25,  1.53s/it, loss=0.395, mat=0.004, sens=0.773, deg=0.000]
Ep 033/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:25,  1.53s/it, loss=0.394, mat=0.005, sens=0.776, deg=0.000]
Ep 033/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:22,  1.53s/it, loss=0.394, mat=0.005, sens=0.776, deg=0.000]
Ep 033/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:22,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:20,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:20,  1.52s/it, loss=0.379, mat=0.006, sens=0.741, deg=0.000]
Ep 033/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:18,  1.52s/it, loss=0.379, mat=0.006, sens=0.741, deg=0.000]
Ep 033/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:18,  1.52s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:16,  1.52s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:16,  1.52s/it, loss=0.398, mat=0.005, sens=0.784, deg=0.000]
Ep 033/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:15,  1.52s/it, loss=0.398, mat=0.005, sens=0.784, deg=0.000]
Ep 033/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:15,  1.52s/it, loss=0.371, mat=0.004, sens=0.732, deg=0.000]
Ep 033/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:13,  1.52s/it, loss=0.371, mat=0.004, sens=0.732, deg=0.000]
Ep 033/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:13,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:11,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:11,  1.52s/it, loss=0.008, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:14,  1.54s/it, loss=0.008, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:14,  1.54s/it, loss=0.393, mat=0.007, sens=0.776, deg=0.000]
Ep 033/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:11,  1.54s/it, loss=0.393, mat=0.007, sens=0.776, deg=0.000]
Ep 033/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:11,  1.54s/it, loss=0.389, mat=0.004, sens=0.767, deg=0.002]
Ep 033/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:09,  1.53s/it, loss=0.389, mat=0.004, sens=0.767, deg=0.002]
Ep 033/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:09,  1.53s/it, loss=0.388, mat=0.003, sens=0.768, deg=0.000]
Ep 033/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:07,  1.53s/it, loss=0.388, mat=0.003, sens=0.768, deg=0.000]
Ep 033/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:07,  1.53s/it, loss=0.378, mat=0.005, sens=0.745, deg=0.000]
Ep 033/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:05,  1.53s/it, loss=0.378, mat=0.005, sens=0.745, deg=0.000]
Ep 033/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:05,  1.53s/it, loss=0.435, mat=0.005, sens=0.766, deg=0.000]
Ep 033/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:03,  1.52s/it, loss=0.435, mat=0.005, sens=0.766, deg=0.000]
Ep 033/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:03,  1.52s/it, loss=0.382, mat=0.005, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:01,  1.52s/it, loss=0.382, mat=0.005, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:01,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:00,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<03:58,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:56,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:56,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:55,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:55,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:53,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:53,  1.52s/it, loss=0.416, mat=0.005, sens=0.806, deg=0.000]
Ep 033/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:52,  1.52s/it, loss=0.416, mat=0.005, sens=0.806, deg=0.000]
Ep 033/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:52,  1.52s/it, loss=0.393, mat=0.005, sens=0.776, deg=0.000]
Ep 033/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:50,  1.52s/it, loss=0.393, mat=0.005, sens=0.776, deg=0.000]
Ep 033/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:50,  1.52s/it, loss=0.383, mat=0.005, sens=0.758, deg=0.001]
Ep 033/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:49,  1.52s/it, loss=0.383, mat=0.005, sens=0.758, deg=0.001]
Ep 033/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:49,  1.52s/it, loss=0.394, mat=0.004, sens=0.777, deg=0.000]
Ep 033/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:47,  1.52s/it, loss=0.394, mat=0.004, sens=0.777, deg=0.000]
Ep 033/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:47,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:47,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:47,  1.53s/it, loss=0.416, mat=0.007, sens=0.788, deg=0.000]
Ep 033/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:45,  1.53s/it, loss=0.416, mat=0.007, sens=0.788, deg=0.000]
Ep 033/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:45,  1.53s/it, loss=0.392, mat=0.006, sens=0.774, deg=0.000]
Ep 033/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:47,  1.55s/it, loss=0.392, mat=0.006, sens=0.774, deg=0.000]
Ep 033/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:47,  1.55s/it, loss=0.387, mat=0.004, sens=0.766, deg=0.000]
Ep 033/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:44,  1.53s/it, loss=0.387, mat=0.004, sens=0.766, deg=0.000]
Ep 033/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:44,  1.53s/it, loss=0.388, mat=0.004, sens=0.766, deg=0.000]
Ep 033/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:41,  1.53s/it, loss=0.388, mat=0.004, sens=0.766, deg=0.000]
Ep 033/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:41,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:39,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:39,  1.53s/it, loss=0.624, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:37,  1.52s/it, loss=0.624, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:37,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:36,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:36,  1.52s/it, loss=0.012, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:34,  1.52s/it, loss=0.012, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:34,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:32,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:32,  1.52s/it, loss=0.383, mat=0.004, sens=0.755, deg=0.000]
Ep 033/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:30,  1.52s/it, loss=0.383, mat=0.004, sens=0.755, deg=0.000]
Ep 033/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:30,  1.52s/it, loss=0.429, mat=0.007, sens=0.841, deg=0.000]
Ep 033/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:29,  1.52s/it, loss=0.429, mat=0.007, sens=0.841, deg=0.000]
Ep 033/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:29,  1.52s/it, loss=0.747, mat=0.004, sens=1.477, deg=0.000]
Ep 033/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:27,  1.52s/it, loss=0.747, mat=0.004, sens=1.477, deg=0.000]
Ep 033/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:27,  1.52s/it, loss=0.408, mat=0.007, sens=0.800, deg=0.001]
Ep 033/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:26,  1.52s/it, loss=0.408, mat=0.007, sens=0.800, deg=0.001]
Ep 033/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:26,  1.52s/it, loss=0.408, mat=0.006, sens=0.797, deg=0.004]
Ep 033/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:25,  1.52s/it, loss=0.408, mat=0.006, sens=0.797, deg=0.004]
Ep 033/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:25,  1.52s/it, loss=0.504, mat=0.007, sens=0.995, deg=0.005]
Ep 033/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:23,  1.52s/it, loss=0.504, mat=0.007, sens=0.995, deg=0.005]
Ep 033/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:23,  1.52s/it, loss=0.468, mat=0.005, sens=0.923, deg=0.000]
Ep 033/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:22,  1.52s/it, loss=0.468, mat=0.005, sens=0.923, deg=0.000]
Ep 033/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:22,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:23,  1.54s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  50%|█ | 132/264 [03:23<03:23,  1.54s/it, loss=0.411, mat=0.006, sens=0.789, deg=0.023]
Ep 033/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:21,  1.54s/it, loss=0.411, mat=0.006, sens=0.789, deg=0.023]
Ep 033/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:21,  1.54s/it, loss=0.381, mat=0.004, sens=0.723, deg=0.000]
Ep 033/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:18,  1.53s/it, loss=0.381, mat=0.004, sens=0.723, deg=0.000]
Ep 033/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:18,  1.53s/it, loss=0.448, mat=0.004, sens=0.884, deg=0.000]
Ep 033/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:17,  1.53s/it, loss=0.448, mat=0.004, sens=0.884, deg=0.000]
Ep 033/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:17,  1.53s/it, loss=0.401, mat=0.007, sens=0.790, deg=0.001]
Ep 033/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:14,  1.52s/it, loss=0.401, mat=0.007, sens=0.790, deg=0.001]
Ep 033/100 [S3:+sens]:  52%|█ | 136/264 [03:29<03:14,  1.52s/it, loss=0.130, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:13,  1.52s/it, loss=0.130, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:13,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:11,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:11,  1.52s/it, loss=0.496, mat=0.007, sens=0.971, deg=0.000]
Ep 033/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:11,  1.53s/it, loss=0.496, mat=0.007, sens=0.971, deg=0.000]
Ep 033/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:11,  1.53s/it, loss=0.382, mat=0.003, sens=0.751, deg=0.000]
Ep 033/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:09,  1.53s/it, loss=0.382, mat=0.003, sens=0.751, deg=0.000]
Ep 033/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:09,  1.53s/it, loss=0.497, mat=0.004, sens=0.979, deg=0.000]
Ep 033/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:07,  1.53s/it, loss=0.497, mat=0.004, sens=0.979, deg=0.000]
Ep 033/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:07,  1.53s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:05,  1.52s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:05,  1.52s/it, loss=0.390, mat=0.007, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:04,  1.52s/it, loss=0.390, mat=0.007, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:  54%|█ | 143/264 [03:40<03:04,  1.52s/it, loss=0.025, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:05,  1.55s/it, loss=0.025, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:05,  1.55s/it, loss=0.376, mat=0.003, sens=0.736, deg=0.000]
Ep 033/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:02,  1.54s/it, loss=0.376, mat=0.003, sens=0.736, deg=0.000]
Ep 033/100 [S3:+sens]:  55%|█ | 145/264 [03:43<03:02,  1.54s/it, loss=0.014, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:00,  1.53s/it, loss=0.014, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  55%|█ | 146/264 [03:44<03:00,  1.53s/it, loss=0.399, mat=0.005, sens=0.781, deg=0.000]
Ep 033/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:58,  1.53s/it, loss=0.399, mat=0.005, sens=0.781, deg=0.000]
Ep 033/100 [S3:+sens]:  56%|█ | 147/264 [03:46<02:58,  1.53s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:56,  1.52s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:56,  1.52s/it, loss=0.369, mat=0.003, sens=0.721, deg=0.000]
Ep 033/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:54,  1.52s/it, loss=0.369, mat=0.003, sens=0.721, deg=0.000]
Ep 033/100 [S3:+sens]:  56%|█▏| 149/264 [03:49<02:54,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.015]
Ep 033/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:53,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.015]
Ep 033/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:53,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:51,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:51,  1.52s/it, loss=0.376, mat=0.003, sens=0.731, deg=0.006]
Ep 033/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:49,  1.52s/it, loss=0.376, mat=0.003, sens=0.731, deg=0.006]
Ep 033/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:49,  1.52s/it, loss=0.393, mat=0.007, sens=0.748, deg=0.045]
Ep 033/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:48,  1.52s/it, loss=0.393, mat=0.007, sens=0.748, deg=0.045]
Ep 033/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:48,  1.52s/it, loss=0.359, mat=0.005, sens=0.694, deg=0.006]
Ep 033/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:46,  1.52s/it, loss=0.359, mat=0.005, sens=0.694, deg=0.006]
Ep 033/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:46,  1.52s/it, loss=0.375, mat=0.004, sens=0.736, deg=0.001]
Ep 033/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:45,  1.52s/it, loss=0.375, mat=0.004, sens=0.736, deg=0.001]
Ep 033/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:45,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.002]
Ep 033/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:43,  1.51s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.002]
Ep 033/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:43,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:42,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  59%|█▏| 157/264 [04:01<02:42,  1.51s/it, loss=0.380, mat=0.005, sens=0.742, deg=0.001]
Ep 033/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:40,  1.52s/it, loss=0.380, mat=0.005, sens=0.742, deg=0.001]
Ep 033/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:40,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:39,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:39,  1.52s/it, loss=0.397, mat=0.006, sens=0.783, deg=0.000]
Ep 033/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:37,  1.51s/it, loss=0.397, mat=0.006, sens=0.783, deg=0.000]
Ep 033/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:37,  1.51s/it, loss=0.393, mat=0.007, sens=0.765, deg=0.000]
Ep 033/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:36,  1.52s/it, loss=0.393, mat=0.007, sens=0.765, deg=0.000]
Ep 033/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:36,  1.52s/it, loss=0.383, mat=0.005, sens=0.751, deg=0.000]
Ep 033/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:34,  1.52s/it, loss=0.383, mat=0.005, sens=0.751, deg=0.000]
Ep 033/100 [S3:+sens]:  61%|█▏| 162/264 [04:09<02:34,  1.52s/it, loss=0.398, mat=0.005, sens=0.781, deg=0.000]
Ep 033/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:38,  1.57s/it, loss=0.398, mat=0.005, sens=0.781, deg=0.000]
Ep 033/100 [S3:+sens]:  62%|█▏| 163/264 [04:10<02:38,  1.57s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:35,  1.55s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  62%|█▏| 164/264 [04:12<02:35,  1.55s/it, loss=0.012, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:32,  1.54s/it, loss=0.012, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:32,  1.54s/it, loss=0.370, mat=0.004, sens=0.718, deg=0.000]
Ep 033/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:30,  1.53s/it, loss=0.370, mat=0.004, sens=0.718, deg=0.000]
Ep 033/100 [S3:+sens]:  63%|█▎| 166/264 [04:15<02:30,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:28,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:28,  1.53s/it, loss=0.384, mat=0.005, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:26,  1.52s/it, loss=0.384, mat=0.005, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:  64%|█▎| 168/264 [04:18<02:26,  1.52s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:24,  1.52s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:24,  1.52s/it, loss=0.411, mat=0.006, sens=0.785, deg=0.033]
Ep 033/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:22,  1.52s/it, loss=0.411, mat=0.006, sens=0.785, deg=0.033]
Ep 033/100 [S3:+sens]:  64%|█▎| 170/264 [04:21<02:22,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:20,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:20,  1.52s/it, loss=0.370, mat=0.003, sens=0.725, deg=0.000]
Ep 033/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:19,  1.51s/it, loss=0.370, mat=0.003, sens=0.725, deg=0.000]
Ep 033/100 [S3:+sens]:  65%|█▎| 172/264 [04:24<02:19,  1.51s/it, loss=0.360, mat=0.005, sens=0.710, deg=0.000]
Ep 033/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:17,  1.52s/it, loss=0.360, mat=0.005, sens=0.710, deg=0.000]
Ep 033/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:17,  1.52s/it, loss=0.373, mat=0.003, sens=0.737, deg=0.000]
Ep 033/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:16,  1.52s/it, loss=0.373, mat=0.003, sens=0.737, deg=0.000]
Ep 033/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:16,  1.52s/it, loss=0.381, mat=0.006, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:14,  1.51s/it, loss=0.381, mat=0.006, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:14,  1.51s/it, loss=0.392, mat=0.006, sens=0.762, deg=0.000]
Ep 033/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:13,  1.51s/it, loss=0.392, mat=0.006, sens=0.762, deg=0.000]
Ep 033/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:13,  1.51s/it, loss=0.392, mat=0.004, sens=0.771, deg=0.000]
Ep 033/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:14,  1.54s/it, loss=0.392, mat=0.004, sens=0.771, deg=0.000]
Ep 033/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:14,  1.54s/it, loss=0.389, mat=0.005, sens=0.767, deg=0.000]
Ep 033/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:11,  1.53s/it, loss=0.389, mat=0.005, sens=0.767, deg=0.000]
Ep 033/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:11,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:09,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:09,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:08,  1.53s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  68%|█▎| 180/264 [04:36<02:08,  1.53s/it, loss=0.396, mat=0.007, sens=0.777, deg=0.000]
Ep 033/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:06,  1.52s/it, loss=0.396, mat=0.007, sens=0.777, deg=0.000]
Ep 033/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:06,  1.52s/it, loss=0.402, mat=0.005, sens=0.781, deg=0.000]
Ep 033/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:04,  1.52s/it, loss=0.402, mat=0.005, sens=0.781, deg=0.000]
Ep 033/100 [S3:+sens]:  69%|█▍| 182/264 [04:39<02:04,  1.52s/it, loss=0.380, mat=0.005, sens=0.747, deg=0.000]
Ep 033/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:03,  1.52s/it, loss=0.380, mat=0.005, sens=0.747, deg=0.000]
Ep 033/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:03,  1.52s/it, loss=0.387, mat=0.006, sens=0.762, deg=0.000]
Ep 033/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:01,  1.52s/it, loss=0.387, mat=0.006, sens=0.762, deg=0.000]
Ep 033/100 [S3:+sens]:  70%|█▍| 184/264 [04:42<02:01,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<01:59,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  70%|█▍| 185/264 [04:44<01:59,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<01:58,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:57,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  71%|█▍| 187/264 [04:47<01:57,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:56,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  71%|█▍| 188/264 [04:48<01:56,  1.53s/it, loss=0.363, mat=0.005, sens=0.715, deg=0.000]
Ep 033/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:55,  1.55s/it, loss=0.363, mat=0.005, sens=0.715, deg=0.000]
Ep 033/100 [S3:+sens]:  72%|█▍| 189/264 [04:50<01:55,  1.55s/it, loss=0.368, mat=0.004, sens=0.728, deg=0.000]
Ep 033/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:53,  1.54s/it, loss=0.368, mat=0.004, sens=0.728, deg=0.000]
Ep 033/100 [S3:+sens]:  72%|█▍| 190/264 [04:51<01:53,  1.54s/it, loss=0.373, mat=0.004, sens=0.733, deg=0.000]
Ep 033/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:51,  1.53s/it, loss=0.373, mat=0.004, sens=0.733, deg=0.000]
Ep 033/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:51,  1.53s/it, loss=0.365, mat=0.005, sens=0.713, deg=0.000]
Ep 033/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.52s/it, loss=0.365, mat=0.005, sens=0.713, deg=0.000]
Ep 033/100 [S3:+sens]:  73%|█▍| 192/264 [04:54<01:49,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  73%|█▍| 193/264 [04:54<01:47,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  73%|█▍| 193/264 [04:56<01:47,  1.52s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:46,  1.52s/it, loss=0.007, mat=0.008, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:46,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:44,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:44,  1.52s/it, loss=0.369, mat=0.003, sens=0.725, deg=0.000]
Ep 033/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:43,  1.52s/it, loss=0.369, mat=0.003, sens=0.725, deg=0.000]
Ep 033/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:43,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  75%|█▍| 197/264 [05:02<01:41,  1.52s/it, loss=0.376, mat=0.005, sens=0.742, deg=0.000]
Ep 033/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:39,  1.51s/it, loss=0.376, mat=0.005, sens=0.742, deg=0.000]
Ep 033/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:39,  1.51s/it, loss=0.364, mat=0.005, sens=0.720, deg=0.000]
Ep 033/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:38,  1.51s/it, loss=0.364, mat=0.005, sens=0.720, deg=0.000]
Ep 033/100 [S3:+sens]:  75%|█▌| 199/264 [05:05<01:38,  1.51s/it, loss=0.372, mat=0.007, sens=0.732, deg=0.000]
Ep 033/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:37,  1.52s/it, loss=0.372, mat=0.007, sens=0.732, deg=0.000]
Ep 033/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.451, mat=0.005, sens=0.893, deg=0.000]
Ep 033/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.52s/it, loss=0.451, mat=0.005, sens=0.893, deg=0.000]
Ep 033/100 [S3:+sens]:  76%|█▌| 201/264 [05:08<01:35,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:34,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.52s/it, loss=0.417, mat=0.006, sens=0.827, deg=0.000]
Ep 033/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:32,  1.51s/it, loss=0.417, mat=0.006, sens=0.827, deg=0.000]
Ep 033/100 [S3:+sens]:  77%|█▌| 203/264 [05:11<01:32,  1.51s/it, loss=0.376, mat=0.006, sens=0.743, deg=0.000]
Ep 033/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:30,  1.51s/it, loss=0.376, mat=0.006, sens=0.743, deg=0.000]
Ep 033/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:30,  1.51s/it, loss=0.360, mat=0.004, sens=0.712, deg=0.000]
Ep 033/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:29,  1.51s/it, loss=0.360, mat=0.004, sens=0.712, deg=0.000]
Ep 033/100 [S3:+sens]:  78%|█▌| 205/264 [05:14<01:29,  1.51s/it, loss=0.378, mat=0.007, sens=0.748, deg=0.000]
Ep 033/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:27,  1.51s/it, loss=0.378, mat=0.007, sens=0.748, deg=0.000]
Ep 033/100 [S3:+sens]:  78%|█▌| 206/264 [05:16<01:27,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:27,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  78%|█▌| 207/264 [05:17<01:27,  1.54s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:25,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  79%|█▌| 208/264 [05:19<01:25,  1.53s/it, loss=0.535, mat=0.005, sens=1.062, deg=0.000]
Ep 033/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.52s/it, loss=0.535, mat=0.005, sens=1.062, deg=0.000]
Ep 033/100 [S3:+sens]:  79%|█▌| 209/264 [05:20<01:23,  1.52s/it, loss=0.357, mat=0.005, sens=0.704, deg=0.000]
Ep 033/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:22,  1.52s/it, loss=0.357, mat=0.005, sens=0.704, deg=0.000]
Ep 033/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:22,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  80%|█▌| 211/264 [05:23<01:20,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:19,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.52s/it, loss=0.371, mat=0.005, sens=0.734, deg=0.000]
Ep 033/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.52s/it, loss=0.371, mat=0.005, sens=0.734, deg=0.000]
Ep 033/100 [S3:+sens]:  81%|█▌| 213/264 [05:26<01:17,  1.52s/it, loss=0.399, mat=0.005, sens=0.784, deg=0.000]
Ep 033/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:15,  1.52s/it, loss=0.399, mat=0.005, sens=0.784, deg=0.000]
Ep 033/100 [S3:+sens]:  81%|█▌| 214/264 [05:28<01:15,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:14,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:14,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:12,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  82%|█▋| 216/264 [05:31<01:12,  1.52s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:11,  1.52s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:09,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  83%|█▋| 218/264 [05:34<01:09,  1.52s/it, loss=0.402, mat=0.004, sens=0.782, deg=0.000]
Ep 033/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.402, mat=0.004, sens=0.782, deg=0.000]
Ep 033/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:06,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  83%|█▋| 220/264 [05:37<01:06,  1.51s/it, loss=0.011, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.51s/it, loss=0.011, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.51s/it, loss=0.386, mat=0.007, sens=0.759, deg=0.000]
Ep 033/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:04,  1.54s/it, loss=0.386, mat=0.007, sens=0.759, deg=0.000]
Ep 033/100 [S3:+sens]:  84%|█▋| 222/264 [05:40<01:04,  1.54s/it, loss=0.536, mat=0.005, sens=0.991, deg=0.000]
Ep 033/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.53s/it, loss=0.536, mat=0.005, sens=0.991, deg=0.000]
Ep 033/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.53s/it, loss=0.383, mat=0.007, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:01,  1.53s/it, loss=0.383, mat=0.007, sens=0.754, deg=0.000]
Ep 033/100 [S3:+sens]:  85%|█▋| 224/264 [05:43<01:01,  1.53s/it, loss=0.411, mat=0.006, sens=0.766, deg=0.000]
Ep 033/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.52s/it, loss=0.411, mat=0.006, sens=0.766, deg=0.000]
Ep 033/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.52s/it, loss=0.014, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.52s/it, loss=0.014, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  86%|█▋| 226/264 [05:46<00:57,  1.52s/it, loss=0.376, mat=0.003, sens=0.724, deg=0.000]
Ep 033/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:56,  1.52s/it, loss=0.376, mat=0.003, sens=0.724, deg=0.000]
Ep 033/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.52s/it, loss=0.389, mat=0.006, sens=0.753, deg=0.000]
Ep 033/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:54,  1.52s/it, loss=0.389, mat=0.006, sens=0.753, deg=0.000]
Ep 033/100 [S3:+sens]:  86%|█▋| 228/264 [05:49<00:54,  1.52s/it, loss=0.029, mat=0.008, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:53,  1.52s/it, loss=0.029, mat=0.008, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.51s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  87%|█▋| 230/264 [05:52<00:51,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:49,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:49,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  88%|█▊| 232/264 [05:55<00:48,  1.51s/it, loss=0.035, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:46,  1.51s/it, loss=0.035, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  88%|█▊| 233/264 [05:57<00:46,  1.51s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:46,  1.54s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:46,  1.54s/it, loss=0.382, mat=0.004, sens=0.731, deg=0.000]
Ep 033/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.53s/it, loss=0.382, mat=0.004, sens=0.731, deg=0.000]
Ep 033/100 [S3:+sens]:  89%|█▊| 235/264 [06:00<00:44,  1.53s/it, loss=0.393, mat=0.006, sens=0.774, deg=0.000]
Ep 033/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:43,  1.54s/it, loss=0.393, mat=0.006, sens=0.774, deg=0.000]
Ep 033/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:43,  1.54s/it, loss=0.399, mat=0.006, sens=0.781, deg=0.000]
Ep 033/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:41,  1.53s/it, loss=0.399, mat=0.006, sens=0.781, deg=0.000]
Ep 033/100 [S3:+sens]:  90%|█▊| 237/264 [06:03<00:41,  1.53s/it, loss=0.416, mat=0.009, sens=0.752, deg=0.000]
Ep 033/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.53s/it, loss=0.416, mat=0.009, sens=0.752, deg=0.000]
Ep 033/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.53s/it, loss=0.016, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:38,  1.53s/it, loss=0.016, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  91%|█▊| 239/264 [06:06<00:38,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  91%|█▊| 240/264 [06:06<00:36,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.52s/it, loss=0.374, mat=0.003, sens=0.728, deg=0.000]
Ep 033/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:34,  1.52s/it, loss=0.374, mat=0.003, sens=0.728, deg=0.000]
Ep 033/100 [S3:+sens]:  91%|█▊| 241/264 [06:09<00:34,  1.52s/it, loss=0.601, mat=0.005, sens=1.185, deg=0.000]
Ep 033/100 [S3:+sens]:  92%|█▊| 242/264 [06:09<00:33,  1.52s/it, loss=0.601, mat=0.005, sens=1.185, deg=0.000]
Ep 033/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.006]
Ep 033/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.009, mat=0.007, sens=0.000, deg=0.006]
Ep 033/100 [S3:+sens]:  92%|█▊| 243/264 [06:12<00:31,  1.52s/it, loss=0.376, mat=0.004, sens=0.730, deg=0.000]
Ep 033/100 [S3:+sens]:  92%|█▊| 244/264 [06:12<00:30,  1.52s/it, loss=0.376, mat=0.004, sens=0.730, deg=0.000]
Ep 033/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.350, mat=0.004, sens=0.690, deg=0.000]
Ep 033/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.350, mat=0.004, sens=0.690, deg=0.000]
Ep 033/100 [S3:+sens]:  93%|█▊| 245/264 [06:15<00:28,  1.52s/it, loss=0.382, mat=0.007, sens=0.745, deg=0.000]
Ep 033/100 [S3:+sens]:  93%|█▊| 246/264 [06:15<00:27,  1.52s/it, loss=0.382, mat=0.007, sens=0.745, deg=0.000]
Ep 033/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.365, mat=0.004, sens=0.723, deg=0.000]
Ep 033/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.52s/it, loss=0.365, mat=0.004, sens=0.723, deg=0.000]
Ep 033/100 [S3:+sens]:  94%|█▊| 247/264 [06:18<00:25,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  94%|█▉| 249/264 [06:21<00:22,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.361, mat=0.004, sens=0.711, deg=0.003]
Ep 033/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.361, mat=0.004, sens=0.711, deg=0.003]
Ep 033/100 [S3:+sens]:  95%|█▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]:  95%|█▉| 252/264 [06:26<00:18,  1.52s/it, loss=0.365, mat=0.004, sens=0.720, deg=0.000]
Ep 033/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.54s/it, loss=0.365, mat=0.004, sens=0.720, deg=0.000]
Ep 033/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.54s/it, loss=0.359, mat=0.004, sens=0.709, deg=0.001]
Ep 033/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.53s/it, loss=0.359, mat=0.004, sens=0.709, deg=0.001]
Ep 033/100 [S3:+sens]:  96%|█▉| 254/264 [06:29<00:15,  1.53s/it, loss=0.381, mat=0.006, sens=0.751, deg=0.003]
Ep 033/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.53s/it, loss=0.381, mat=0.006, sens=0.751, deg=0.003]
Ep 033/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  97%|█▉| 256/264 [06:32<00:12,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.53s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.002]
Ep 033/100 [S3:+sens]:  98%|█▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.002]
Ep 033/100 [S3:+sens]:  98%|█▉| 258/264 [06:35<00:09,  1.52s/it, loss=0.360, mat=0.005, sens=0.713, deg=0.001]
Ep 033/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.360, mat=0.005, sens=0.713, deg=0.001]
Ep 033/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.374, mat=0.005, sens=0.737, deg=0.000]
Ep 033/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.53s/it, loss=0.374, mat=0.005, sens=0.737, deg=0.000]
Ep 033/100 [S3:+sens]:  98%|█▉| 260/264 [06:38<00:06,  1.53s/it, loss=0.358, mat=0.005, sens=0.707, deg=0.000]
Ep 033/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.53s/it, loss=0.358, mat=0.005, sens=0.707, deg=0.000]
Ep 033/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.001]
Ep 033/100 [S3:+sens]:  99%|█▉| 262/264 [06:41<00:03,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]: 100%|█▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 033/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.368, mat=0.004, sens=0.729, deg=0.000]
Ep 033/100 [S3:+sens]: 100%|██| 264/264 [06:42<00:00,  1.52s/it, loss=0.368, mat=0.004, sens=0.729, deg=0.000]
                                                                                                              
Epoch 033/100 [S3:+sens]  loss=0.2202  mat=0.0051  sens=0.4192  deg=0.0008  orth=0.0077  α=0.5 β=0.5 γ=0.3  403s

Ep 034/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 034/100 [S3:+sens]:   0%|            | 0/264 [00:01<?, ?it/s, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   0%|    | 1/264 [00:01<08:42,  1.99s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   0%|    | 1/264 [00:03<08:42,  1.99s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:26,  1.70s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:26,  1.70s/it, loss=0.367, mat=0.007, sens=0.724, deg=0.000]
Ep 034/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:02,  1.62s/it, loss=0.367, mat=0.007, sens=0.724, deg=0.000]
Ep 034/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:02,  1.62s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   2%|    | 4/264 [00:06<07:00,  1.62s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   2%|    | 4/264 [00:08<07:00,  1.62s/it, loss=0.366, mat=0.006, sens=0.723, deg=0.000]
Ep 034/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:49,  1.58s/it, loss=0.366, mat=0.006, sens=0.723, deg=0.000]
Ep 034/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:49,  1.58s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:41,  1.55s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:41,  1.55s/it, loss=0.370, mat=0.004, sens=0.732, deg=0.000]
Ep 034/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:35,  1.54s/it, loss=0.370, mat=0.004, sens=0.732, deg=0.000]
Ep 034/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:35,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:31,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:31,  1.53s/it, loss=0.381, mat=0.005, sens=0.753, deg=0.000]
Ep 034/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:28,  1.52s/it, loss=0.381, mat=0.005, sens=0.753, deg=0.000]
Ep 034/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:28,  1.52s/it, loss=0.373, mat=0.006, sens=0.735, deg=0.002]
Ep 034/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:26,  1.52s/it, loss=0.373, mat=0.006, sens=0.735, deg=0.002]
Ep 034/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:26,  1.52s/it, loss=0.365, mat=0.005, sens=0.720, deg=0.000]
Ep 034/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:24,  1.52s/it, loss=0.365, mat=0.005, sens=0.720, deg=0.000]
Ep 034/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:24,  1.52s/it, loss=0.362, mat=0.006, sens=0.712, deg=0.000]
Ep 034/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:22,  1.52s/it, loss=0.362, mat=0.006, sens=0.712, deg=0.000]
Ep 034/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:22,  1.52s/it, loss=0.360, mat=0.006, sens=0.705, deg=0.000]
Ep 034/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:20,  1.52s/it, loss=0.360, mat=0.006, sens=0.705, deg=0.000]
Ep 034/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:20,  1.52s/it, loss=0.074, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:19,  1.52s/it, loss=0.074, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:19,  1.52s/it, loss=0.373, mat=0.006, sens=0.735, deg=0.000]
Ep 034/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:17,  1.52s/it, loss=0.373, mat=0.006, sens=0.735, deg=0.000]
Ep 034/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:17,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:21,  1.54s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:21,  1.54s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:18,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:18,  1.53s/it, loss=0.363, mat=0.005, sens=0.715, deg=0.000]
Ep 034/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:16,  1.53s/it, loss=0.363, mat=0.005, sens=0.715, deg=0.000]
Ep 034/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:16,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:13,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:13,  1.52s/it, loss=0.367, mat=0.004, sens=0.727, deg=0.000]
Ep 034/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:14,  1.53s/it, loss=0.367, mat=0.004, sens=0.727, deg=0.000]
Ep 034/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:14,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:12,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:12,  1.53s/it, loss=0.359, mat=0.003, sens=0.711, deg=0.000]
Ep 034/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:09,  1.53s/it, loss=0.359, mat=0.003, sens=0.711, deg=0.000]
Ep 034/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:09,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:06,  1.52s/it, loss=0.627, mat=0.005, sens=1.248, deg=0.000]
Ep 034/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:04,  1.52s/it, loss=0.627, mat=0.005, sens=1.248, deg=0.000]
Ep 034/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:04,  1.52s/it, loss=0.431, mat=0.006, sens=0.851, deg=0.000]
Ep 034/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:03,  1.52s/it, loss=0.431, mat=0.006, sens=0.851, deg=0.000]
Ep 034/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:03,  1.52s/it, loss=0.022, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:01,  1.52s/it, loss=0.022, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:01,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:59,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<05:59,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:57,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:57,  1.52s/it, loss=0.365, mat=0.005, sens=0.723, deg=0.000]
Ep 034/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:55,  1.51s/it, loss=0.365, mat=0.005, sens=0.723, deg=0.000]
Ep 034/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:55,  1.51s/it, loss=0.371, mat=0.004, sens=0.735, deg=0.000]
Ep 034/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:54,  1.51s/it, loss=0.371, mat=0.004, sens=0.735, deg=0.000]
Ep 034/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:54,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:53,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:53,  1.52s/it, loss=0.354, mat=0.004, sens=0.700, deg=0.000]
Ep 034/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:51,  1.51s/it, loss=0.354, mat=0.004, sens=0.700, deg=0.000]
Ep 034/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:51,  1.51s/it, loss=0.372, mat=0.003, sens=0.734, deg=0.000]
Ep 034/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:49,  1.51s/it, loss=0.372, mat=0.003, sens=0.734, deg=0.000]
Ep 034/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:49,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:53,  1.54s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:53,  1.54s/it, loss=0.370, mat=0.004, sens=0.726, deg=0.000]
Ep 034/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:50,  1.53s/it, loss=0.370, mat=0.004, sens=0.726, deg=0.000]
Ep 034/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:50,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:48,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:48,  1.53s/it, loss=0.386, mat=0.008, sens=0.748, deg=0.000]
Ep 034/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:46,  1.52s/it, loss=0.386, mat=0.008, sens=0.748, deg=0.000]
Ep 034/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:46,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:43,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:43,  1.52s/it, loss=0.360, mat=0.004, sens=0.708, deg=0.000]
Ep 034/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:41,  1.52s/it, loss=0.360, mat=0.004, sens=0.708, deg=0.000]
Ep 034/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:41,  1.52s/it, loss=0.378, mat=0.007, sens=0.745, deg=0.000]
Ep 034/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:39,  1.52s/it, loss=0.378, mat=0.007, sens=0.745, deg=0.000]
Ep 034/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:39,  1.52s/it, loss=0.375, mat=0.005, sens=0.729, deg=0.000]
Ep 034/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:37,  1.52s/it, loss=0.375, mat=0.005, sens=0.729, deg=0.000]
Ep 034/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:37,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:36,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:36,  1.52s/it, loss=0.367, mat=0.004, sens=0.724, deg=0.000]
Ep 034/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:35,  1.52s/it, loss=0.367, mat=0.004, sens=0.724, deg=0.000]
Ep 034/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:35,  1.52s/it, loss=0.397, mat=0.006, sens=0.772, deg=0.000]
Ep 034/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:36,  1.53s/it, loss=0.397, mat=0.006, sens=0.772, deg=0.000]
Ep 034/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:36,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:34,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:34,  1.53s/it, loss=0.009, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:32,  1.53s/it, loss=0.009, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:32,  1.53s/it, loss=0.363, mat=0.006, sens=0.712, deg=0.000]
Ep 034/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:30,  1.52s/it, loss=0.363, mat=0.006, sens=0.712, deg=0.000]
Ep 034/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:30,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:33,  1.54s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:33,  1.54s/it, loss=0.372, mat=0.005, sens=0.730, deg=0.000]
Ep 034/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:30,  1.54s/it, loss=0.372, mat=0.005, sens=0.730, deg=0.000]
Ep 034/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:30,  1.54s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:27,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:27,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:24,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:24,  1.52s/it, loss=0.427, mat=0.006, sens=0.840, deg=0.000]
Ep 034/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:23,  1.52s/it, loss=0.427, mat=0.006, sens=0.840, deg=0.000]
Ep 034/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:23,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:21,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:21,  1.52s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:19,  1.52s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:19,  1.52s/it, loss=0.390, mat=0.004, sens=0.756, deg=0.000]
Ep 034/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:17,  1.52s/it, loss=0.390, mat=0.004, sens=0.756, deg=0.000]
Ep 034/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:17,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:16,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:16,  1.52s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:15,  1.52s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:15,  1.52s/it, loss=0.370, mat=0.006, sens=0.727, deg=0.000]
Ep 034/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:13,  1.52s/it, loss=0.370, mat=0.006, sens=0.727, deg=0.000]
Ep 034/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:13,  1.52s/it, loss=0.390, mat=0.005, sens=0.767, deg=0.000]
Ep 034/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:11,  1.52s/it, loss=0.390, mat=0.005, sens=0.767, deg=0.000]
Ep 034/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:11,  1.52s/it, loss=0.013, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:14,  1.54s/it, loss=0.013, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:14,  1.54s/it, loss=0.381, mat=0.006, sens=0.737, deg=0.000]
Ep 034/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:11,  1.53s/it, loss=0.381, mat=0.006, sens=0.737, deg=0.000]
Ep 034/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:11,  1.53s/it, loss=0.372, mat=0.004, sens=0.730, deg=0.000]
Ep 034/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:08,  1.53s/it, loss=0.372, mat=0.004, sens=0.730, deg=0.000]
Ep 034/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:08,  1.53s/it, loss=0.397, mat=0.006, sens=0.766, deg=0.000]
Ep 034/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:06,  1.52s/it, loss=0.397, mat=0.006, sens=0.766, deg=0.000]
Ep 034/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:06,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:03,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:03,  1.52s/it, loss=0.362, mat=0.006, sens=0.713, deg=0.000]
Ep 034/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:01,  1.52s/it, loss=0.362, mat=0.006, sens=0.713, deg=0.000]
Ep 034/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:01,  1.52s/it, loss=0.359, mat=0.004, sens=0.707, deg=0.000]
Ep 034/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<05:00,  1.52s/it, loss=0.359, mat=0.004, sens=0.707, deg=0.000]
Ep 034/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:00,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:58,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<04:58,  1.52s/it, loss=0.368, mat=0.005, sens=0.723, deg=0.000]
Ep 034/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:59,  1.53s/it, loss=0.368, mat=0.005, sens=0.723, deg=0.000]
Ep 034/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:59,  1.53s/it, loss=0.368, mat=0.005, sens=0.730, deg=0.000]
Ep 034/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:57,  1.53s/it, loss=0.368, mat=0.005, sens=0.730, deg=0.000]
Ep 034/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:57,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:56,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:56,  1.53s/it, loss=0.368, mat=0.005, sens=0.717, deg=0.000]
Ep 034/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:54,  1.52s/it, loss=0.368, mat=0.005, sens=0.717, deg=0.000]
Ep 034/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:54,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:52,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:52,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:50,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:50,  1.52s/it, loss=0.399, mat=0.005, sens=0.789, deg=0.000]
Ep 034/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:48,  1.52s/it, loss=0.399, mat=0.005, sens=0.789, deg=0.000]
Ep 034/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:48,  1.52s/it, loss=0.371, mat=0.006, sens=0.732, deg=0.000]
Ep 034/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:47,  1.52s/it, loss=0.371, mat=0.006, sens=0.732, deg=0.000]
Ep 034/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:47,  1.52s/it, loss=0.373, mat=0.005, sens=0.738, deg=0.000]
Ep 034/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:45,  1.52s/it, loss=0.373, mat=0.005, sens=0.738, deg=0.000]
Ep 034/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:45,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:44,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:44,  1.52s/it, loss=0.366, mat=0.006, sens=0.724, deg=0.000]
Ep 034/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:47,  1.54s/it, loss=0.366, mat=0.006, sens=0.724, deg=0.000]
Ep 034/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:47,  1.54s/it, loss=0.367, mat=0.005, sens=0.726, deg=0.000]
Ep 034/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:44,  1.54s/it, loss=0.367, mat=0.005, sens=0.726, deg=0.000]
Ep 034/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:44,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:41,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:41,  1.53s/it, loss=0.388, mat=0.006, sens=0.737, deg=0.000]
Ep 034/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:39,  1.53s/it, loss=0.388, mat=0.006, sens=0.737, deg=0.000]
Ep 034/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:39,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:37,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:37,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:35,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:35,  1.52s/it, loss=0.360, mat=0.005, sens=0.711, deg=0.000]
Ep 034/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:34,  1.52s/it, loss=0.360, mat=0.005, sens=0.711, deg=0.000]
Ep 034/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:34,  1.52s/it, loss=0.449, mat=0.005, sens=0.890, deg=0.000]
Ep 034/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:32,  1.52s/it, loss=0.449, mat=0.005, sens=0.890, deg=0.000]
Ep 034/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:32,  1.52s/it, loss=0.368, mat=0.004, sens=0.725, deg=0.000]
Ep 034/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:30,  1.52s/it, loss=0.368, mat=0.004, sens=0.725, deg=0.000]
Ep 034/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:30,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:28,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:28,  1.52s/it, loss=0.378, mat=0.005, sens=0.744, deg=0.006]
Ep 034/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:27,  1.52s/it, loss=0.378, mat=0.005, sens=0.744, deg=0.006]
Ep 034/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:27,  1.52s/it, loss=0.351, mat=0.004, sens=0.694, deg=0.000]
Ep 034/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:25,  1.52s/it, loss=0.351, mat=0.004, sens=0.694, deg=0.000]
Ep 034/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:25,  1.52s/it, loss=0.361, mat=0.005, sens=0.712, deg=0.000]
Ep 034/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:23,  1.52s/it, loss=0.361, mat=0.005, sens=0.712, deg=0.000]
Ep 034/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:23,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:22,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:22,  1.52s/it, loss=0.360, mat=0.004, sens=0.712, deg=0.000]
Ep 034/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:23,  1.53s/it, loss=0.360, mat=0.004, sens=0.712, deg=0.000]
Ep 034/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:23,  1.53s/it, loss=0.368, mat=0.004, sens=0.722, deg=0.000]
Ep 034/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:25,  1.55s/it, loss=0.368, mat=0.004, sens=0.722, deg=0.000]
Ep 034/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:25,  1.55s/it, loss=0.373, mat=0.005, sens=0.739, deg=0.000]
Ep 034/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:21,  1.54s/it, loss=0.373, mat=0.005, sens=0.739, deg=0.000]
Ep 034/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:21,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:18,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:18,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:16,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:16,  1.53s/it, loss=0.369, mat=0.005, sens=0.729, deg=0.000]
Ep 034/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:14,  1.52s/it, loss=0.369, mat=0.005, sens=0.729, deg=0.000]
Ep 034/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:12,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:10,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:10,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:08,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:08,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:07,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:07,  1.52s/it, loss=0.372, mat=0.005, sens=0.737, deg=0.000]
Ep 034/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:05,  1.52s/it, loss=0.372, mat=0.005, sens=0.737, deg=0.000]
Ep 034/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:05,  1.52s/it, loss=0.099, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:03,  1.51s/it, loss=0.099, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:03,  1.51s/it, loss=0.366, mat=0.005, sens=0.721, deg=0.000]
Ep 034/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:02,  1.52s/it, loss=0.366, mat=0.005, sens=0.721, deg=0.000]
Ep 034/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:02,  1.52s/it, loss=0.381, mat=0.004, sens=0.755, deg=0.000]
Ep 034/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:04,  1.54s/it, loss=0.381, mat=0.004, sens=0.755, deg=0.000]
Ep 034/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:04,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<04:01,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:01,  1.53s/it, loss=0.367, mat=0.004, sens=0.722, deg=0.000]
Ep 034/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:59,  1.53s/it, loss=0.367, mat=0.004, sens=0.722, deg=0.000]
Ep 034/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<03:59,  1.53s/it, loss=0.388, mat=0.006, sens=0.759, deg=0.000]
Ep 034/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:57,  1.52s/it, loss=0.388, mat=0.006, sens=0.759, deg=0.000]
Ep 034/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:57,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:55,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:55,  1.52s/it, loss=0.383, mat=0.006, sens=0.753, deg=0.000]
Ep 034/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:53,  1.52s/it, loss=0.383, mat=0.006, sens=0.753, deg=0.000]
Ep 034/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:53,  1.52s/it, loss=0.396, mat=0.005, sens=0.738, deg=0.000]
Ep 034/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:52,  1.52s/it, loss=0.396, mat=0.005, sens=0.738, deg=0.000]
Ep 034/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:52,  1.52s/it, loss=0.357, mat=0.005, sens=0.706, deg=0.000]
Ep 034/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:50,  1.52s/it, loss=0.357, mat=0.005, sens=0.706, deg=0.000]
Ep 034/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:50,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:49,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:49,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:47,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:47,  1.52s/it, loss=0.445, mat=0.006, sens=0.747, deg=0.000]
Ep 034/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:45,  1.52s/it, loss=0.445, mat=0.006, sens=0.747, deg=0.000]
Ep 034/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:45,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:44,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:44,  1.52s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:43,  1.52s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:43,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:42,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:42,  1.52s/it, loss=0.377, mat=0.004, sens=0.745, deg=0.000]
Ep 034/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:40,  1.52s/it, loss=0.377, mat=0.004, sens=0.745, deg=0.000]
Ep 034/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:40,  1.52s/it, loss=0.374, mat=0.005, sens=0.739, deg=0.000]
Ep 034/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:38,  1.52s/it, loss=0.374, mat=0.005, sens=0.739, deg=0.000]
Ep 034/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.373, mat=0.006, sens=0.734, deg=0.000]
Ep 034/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:36,  1.52s/it, loss=0.373, mat=0.006, sens=0.734, deg=0.000]
Ep 034/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:36,  1.52s/it, loss=0.473, mat=0.005, sens=0.737, deg=0.000]
Ep 034/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:35,  1.52s/it, loss=0.473, mat=0.005, sens=0.737, deg=0.000]
Ep 034/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.409, mat=0.004, sens=0.808, deg=0.000]
Ep 034/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:33,  1.52s/it, loss=0.409, mat=0.004, sens=0.808, deg=0.000]
Ep 034/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:33,  1.52s/it, loss=0.362, mat=0.006, sens=0.714, deg=0.000]
Ep 034/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:35,  1.54s/it, loss=0.362, mat=0.006, sens=0.714, deg=0.000]
Ep 034/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:35,  1.54s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:32,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:32,  1.53s/it, loss=0.368, mat=0.006, sens=0.724, deg=0.000]
Ep 034/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:30,  1.52s/it, loss=0.368, mat=0.006, sens=0.724, deg=0.000]
Ep 034/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:30,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:28,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:28,  1.52s/it, loss=0.368, mat=0.005, sens=0.726, deg=0.000]
Ep 034/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:26,  1.52s/it, loss=0.368, mat=0.005, sens=0.726, deg=0.000]
Ep 034/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:24,  1.52s/it, loss=0.362, mat=0.006, sens=0.714, deg=0.000]
Ep 034/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:23,  1.52s/it, loss=0.362, mat=0.006, sens=0.714, deg=0.000]
Ep 034/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:23,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:21,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:21,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:20,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:20,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:18,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:18,  1.52s/it, loss=0.363, mat=0.004, sens=0.717, deg=0.000]
Ep 034/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:17,  1.52s/it, loss=0.363, mat=0.004, sens=0.717, deg=0.000]
Ep 034/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:17,  1.52s/it, loss=0.022, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:15,  1.51s/it, loss=0.022, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:15,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:13,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  52%|█ | 136/264 [03:29<03:13,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:12,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:12,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:13,  1.54s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:13,  1.54s/it, loss=0.369, mat=0.005, sens=0.728, deg=0.000]
Ep 034/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:11,  1.53s/it, loss=0.369, mat=0.005, sens=0.728, deg=0.000]
Ep 034/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:11,  1.53s/it, loss=0.382, mat=0.005, sens=0.749, deg=0.000]
Ep 034/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:08,  1.52s/it, loss=0.382, mat=0.005, sens=0.749, deg=0.000]
Ep 034/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:08,  1.52s/it, loss=0.353, mat=0.004, sens=0.696, deg=0.000]
Ep 034/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:08,  1.53s/it, loss=0.353, mat=0.004, sens=0.696, deg=0.000]
Ep 034/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:08,  1.53s/it, loss=0.372, mat=0.003, sens=0.731, deg=0.000]
Ep 034/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:06,  1.53s/it, loss=0.372, mat=0.003, sens=0.731, deg=0.000]
Ep 034/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:06,  1.53s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:04,  1.52s/it, loss=0.007, mat=0.009, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:04,  1.52s/it, loss=0.368, mat=0.004, sens=0.729, deg=0.000]
Ep 034/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:02,  1.52s/it, loss=0.368, mat=0.004, sens=0.729, deg=0.000]
Ep 034/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:02,  1.52s/it, loss=0.494, mat=0.005, sens=0.980, deg=0.000]
Ep 034/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:01,  1.52s/it, loss=0.494, mat=0.005, sens=0.980, deg=0.000]
Ep 034/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:01,  1.52s/it, loss=0.354, mat=0.002, sens=0.702, deg=0.000]
Ep 034/100 [S3:+sens]:  55%|█ | 146/264 [03:42<02:59,  1.52s/it, loss=0.354, mat=0.002, sens=0.702, deg=0.000]
Ep 034/100 [S3:+sens]:  55%|█ | 146/264 [03:44<02:59,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:57,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:57,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:56,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:56,  1.52s/it, loss=0.385, mat=0.005, sens=0.759, deg=0.000]
Ep 034/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:54,  1.51s/it, loss=0.385, mat=0.005, sens=0.759, deg=0.000]
Ep 034/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:54,  1.51s/it, loss=0.373, mat=0.008, sens=0.732, deg=0.000]
Ep 034/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:55,  1.54s/it, loss=0.373, mat=0.008, sens=0.732, deg=0.000]
Ep 034/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:55,  1.54s/it, loss=0.388, mat=0.006, sens=0.750, deg=0.000]
Ep 034/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:52,  1.53s/it, loss=0.388, mat=0.006, sens=0.750, deg=0.000]
Ep 034/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:52,  1.53s/it, loss=0.376, mat=0.005, sens=0.745, deg=0.000]
Ep 034/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:50,  1.52s/it, loss=0.376, mat=0.005, sens=0.745, deg=0.000]
Ep 034/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:50,  1.52s/it, loss=0.355, mat=0.002, sens=0.702, deg=0.000]
Ep 034/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:48,  1.52s/it, loss=0.355, mat=0.002, sens=0.702, deg=0.000]
Ep 034/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:48,  1.52s/it, loss=0.374, mat=0.006, sens=0.737, deg=0.000]
Ep 034/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:46,  1.52s/it, loss=0.374, mat=0.006, sens=0.737, deg=0.000]
Ep 034/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:46,  1.52s/it, loss=0.364, mat=0.004, sens=0.720, deg=0.000]
Ep 034/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:45,  1.52s/it, loss=0.364, mat=0.004, sens=0.720, deg=0.000]
Ep 034/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:45,  1.52s/it, loss=0.355, mat=0.003, sens=0.704, deg=0.000]
Ep 034/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:43,  1.51s/it, loss=0.355, mat=0.003, sens=0.704, deg=0.000]
Ep 034/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:43,  1.51s/it, loss=0.368, mat=0.007, sens=0.723, deg=0.000]
Ep 034/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:41,  1.51s/it, loss=0.368, mat=0.007, sens=0.723, deg=0.000]
Ep 034/100 [S3:+sens]:  59%|█▏| 157/264 [04:01<02:41,  1.51s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:40,  1.51s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:40,  1.51s/it, loss=0.463, mat=0.004, sens=0.920, deg=0.000]
Ep 034/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:39,  1.52s/it, loss=0.463, mat=0.004, sens=0.920, deg=0.000]
Ep 034/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:39,  1.52s/it, loss=0.376, mat=0.004, sens=0.744, deg=0.000]
Ep 034/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:37,  1.51s/it, loss=0.376, mat=0.004, sens=0.744, deg=0.000]
Ep 034/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:37,  1.51s/it, loss=0.376, mat=0.004, sens=0.744, deg=0.000]
Ep 034/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:35,  1.51s/it, loss=0.376, mat=0.004, sens=0.744, deg=0.000]
Ep 034/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:35,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:34,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:34,  1.51s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 034/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:32,  1.51s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 034/100 [S3:+sens]:  62%|█▏| 163/264 [04:10<02:32,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:31,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:31,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:30,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:30,  1.52s/it, loss=0.378, mat=0.005, sens=0.747, deg=0.000]
Ep 034/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:29,  1.52s/it, loss=0.378, mat=0.005, sens=0.747, deg=0.000]
Ep 034/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.52s/it, loss=0.377, mat=0.006, sens=0.745, deg=0.000]
Ep 034/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:27,  1.52s/it, loss=0.377, mat=0.006, sens=0.745, deg=0.000]
Ep 034/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:27,  1.52s/it, loss=0.363, mat=0.004, sens=0.716, deg=0.000]
Ep 034/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:28,  1.54s/it, loss=0.363, mat=0.004, sens=0.716, deg=0.000]
Ep 034/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:28,  1.54s/it, loss=0.372, mat=0.006, sens=0.730, deg=0.000]
Ep 034/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:25,  1.53s/it, loss=0.372, mat=0.006, sens=0.730, deg=0.000]
Ep 034/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:25,  1.53s/it, loss=0.375, mat=0.007, sens=0.739, deg=0.000]
Ep 034/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:23,  1.53s/it, loss=0.375, mat=0.007, sens=0.739, deg=0.000]
Ep 034/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:23,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:21,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:21,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:19,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:19,  1.52s/it, loss=0.367, mat=0.004, sens=0.727, deg=0.000]
Ep 034/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:17,  1.52s/it, loss=0.367, mat=0.004, sens=0.727, deg=0.000]
Ep 034/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:17,  1.52s/it, loss=0.366, mat=0.005, sens=0.714, deg=0.000]
Ep 034/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:16,  1.51s/it, loss=0.366, mat=0.005, sens=0.714, deg=0.000]
Ep 034/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:16,  1.51s/it, loss=0.367, mat=0.006, sens=0.720, deg=0.000]
Ep 034/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:14,  1.51s/it, loss=0.367, mat=0.006, sens=0.720, deg=0.000]
Ep 034/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:14,  1.51s/it, loss=0.364, mat=0.005, sens=0.721, deg=0.000]
Ep 034/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:13,  1.51s/it, loss=0.364, mat=0.005, sens=0.721, deg=0.000]
Ep 034/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.51s/it, loss=0.366, mat=0.004, sens=0.725, deg=0.000]
Ep 034/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:11,  1.52s/it, loss=0.366, mat=0.004, sens=0.725, deg=0.000]
Ep 034/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:11,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:10,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:10,  1.52s/it, loss=0.374, mat=0.007, sens=0.735, deg=0.000]
Ep 034/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:08,  1.52s/it, loss=0.374, mat=0.007, sens=0.735, deg=0.000]
Ep 034/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:08,  1.52s/it, loss=0.383, mat=0.004, sens=0.756, deg=0.000]
Ep 034/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:07,  1.51s/it, loss=0.383, mat=0.004, sens=0.756, deg=0.000]
Ep 034/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:07,  1.51s/it, loss=0.369, mat=0.004, sens=0.730, deg=0.000]
Ep 034/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:05,  1.52s/it, loss=0.369, mat=0.004, sens=0.730, deg=0.000]
Ep 034/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:05,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:04,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  69%|█▍| 182/264 [04:39<02:04,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:04,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:04,  1.54s/it, loss=0.362, mat=0.006, sens=0.713, deg=0.000]
Ep 034/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:02,  1.53s/it, loss=0.362, mat=0.006, sens=0.713, deg=0.000]
Ep 034/100 [S3:+sens]:  70%|█▍| 184/264 [04:42<02:02,  1.53s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<02:00,  1.52s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:58,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<01:58,  1.52s/it, loss=0.009, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:56,  1.52s/it, loss=0.009, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:56,  1.52s/it, loss=0.357, mat=0.004, sens=0.703, deg=0.000]
Ep 034/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:55,  1.51s/it, loss=0.357, mat=0.004, sens=0.703, deg=0.000]
Ep 034/100 [S3:+sens]:  71%|█▍| 188/264 [04:48<01:55,  1.51s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:54,  1.52s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:54,  1.52s/it, loss=0.385, mat=0.006, sens=0.759, deg=0.000]
Ep 034/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:52,  1.52s/it, loss=0.385, mat=0.006, sens=0.759, deg=0.000]
Ep 034/100 [S3:+sens]:  72%|█▍| 190/264 [04:51<01:52,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:50,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:50,  1.52s/it, loss=0.374, mat=0.005, sens=0.739, deg=0.000]
Ep 034/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:49,  1.52s/it, loss=0.374, mat=0.005, sens=0.739, deg=0.000]
Ep 034/100 [S3:+sens]:  73%|█▍| 192/264 [04:54<01:49,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  73%|█▍| 193/264 [04:54<01:47,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:47,  1.52s/it, loss=0.362, mat=0.006, sens=0.713, deg=0.000]
Ep 034/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:46,  1.52s/it, loss=0.362, mat=0.006, sens=0.713, deg=0.000]
Ep 034/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:46,  1.52s/it, loss=0.378, mat=0.002, sens=0.748, deg=0.000]
Ep 034/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:46,  1.54s/it, loss=0.378, mat=0.002, sens=0.748, deg=0.000]
Ep 034/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:46,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:44,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:44,  1.53s/it, loss=0.378, mat=0.005, sens=0.734, deg=0.000]
Ep 034/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:42,  1.52s/it, loss=0.378, mat=0.005, sens=0.734, deg=0.000]
Ep 034/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:42,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:40,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:38,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.52s/it, loss=0.359, mat=0.005, sens=0.706, deg=0.000]
Ep 034/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:37,  1.52s/it, loss=0.359, mat=0.005, sens=0.706, deg=0.000]
Ep 034/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:33,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:33,  1.52s/it, loss=0.402, mat=0.005, sens=0.760, deg=0.000]
Ep 034/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:32,  1.52s/it, loss=0.402, mat=0.005, sens=0.760, deg=0.000]
Ep 034/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:32,  1.52s/it, loss=0.362, mat=0.007, sens=0.717, deg=0.000]
Ep 034/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:30,  1.52s/it, loss=0.362, mat=0.007, sens=0.717, deg=0.000]
Ep 034/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:30,  1.52s/it, loss=0.351, mat=0.005, sens=0.694, deg=0.000]
Ep 034/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:29,  1.51s/it, loss=0.351, mat=0.005, sens=0.694, deg=0.000]
Ep 034/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:27,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:27,  1.51s/it, loss=0.380, mat=0.005, sens=0.751, deg=0.000]
Ep 034/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:26,  1.51s/it, loss=0.380, mat=0.005, sens=0.751, deg=0.000]
Ep 034/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:26,  1.51s/it, loss=0.391, mat=0.006, sens=0.773, deg=0.000]
Ep 034/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:24,  1.51s/it, loss=0.391, mat=0.006, sens=0.773, deg=0.000]
Ep 034/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:24,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.51s/it, loss=0.368, mat=0.005, sens=0.728, deg=0.000]
Ep 034/100 [S3:+sens]:  80%|█▌| 210/264 [05:19<01:21,  1.51s/it, loss=0.368, mat=0.005, sens=0.728, deg=0.000]
Ep 034/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:21,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  80%|█▌| 211/264 [05:23<01:20,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:18,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:18,  1.51s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:17,  1.52s/it, loss=0.008, mat=0.009, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  81%|█▌| 213/264 [05:26<01:17,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:17,  1.55s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:17,  1.55s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:15,  1.54s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:15,  1.54s/it, loss=0.369, mat=0.004, sens=0.728, deg=0.000]
Ep 034/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:13,  1.53s/it, loss=0.369, mat=0.004, sens=0.728, deg=0.000]
Ep 034/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.53s/it, loss=0.356, mat=0.004, sens=0.705, deg=0.000]
Ep 034/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:11,  1.53s/it, loss=0.356, mat=0.004, sens=0.705, deg=0.000]
Ep 034/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.53s/it, loss=0.373, mat=0.005, sens=0.738, deg=0.000]
Ep 034/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:09,  1.52s/it, loss=0.373, mat=0.005, sens=0.738, deg=0.000]
Ep 034/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:06,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.51s/it, loss=0.363, mat=0.004, sens=0.720, deg=0.000]
Ep 034/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:05,  1.51s/it, loss=0.363, mat=0.004, sens=0.720, deg=0.000]
Ep 034/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.51s/it, loss=0.351, mat=0.005, sens=0.695, deg=0.000]
Ep 034/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:03,  1.51s/it, loss=0.351, mat=0.005, sens=0.695, deg=0.000]
Ep 034/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:01,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:01,  1.51s/it, loss=0.362, mat=0.006, sens=0.716, deg=0.000]
Ep 034/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:00,  1.51s/it, loss=0.362, mat=0.006, sens=0.716, deg=0.000]
Ep 034/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:00,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:59,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:55,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:55,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:55,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:55,  1.53s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 034/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:53,  1.53s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 034/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.53s/it, loss=0.372, mat=0.007, sens=0.735, deg=0.000]
Ep 034/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.52s/it, loss=0.372, mat=0.007, sens=0.735, deg=0.000]
Ep 034/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.52s/it, loss=0.354, mat=0.003, sens=0.705, deg=0.000]
Ep 034/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:50,  1.52s/it, loss=0.354, mat=0.003, sens=0.705, deg=0.000]
Ep 034/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.52s/it, loss=0.356, mat=0.007, sens=0.699, deg=0.000]
Ep 034/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.52s/it, loss=0.356, mat=0.007, sens=0.699, deg=0.000]
Ep 034/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.52s/it, loss=0.355, mat=0.005, sens=0.704, deg=0.000]
Ep 034/100 [S3:+sens]:  88%|█▊| 233/264 [05:54<00:47,  1.52s/it, loss=0.355, mat=0.005, sens=0.704, deg=0.000]
Ep 034/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.52s/it, loss=0.359, mat=0.007, sens=0.710, deg=0.000]
Ep 034/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.52s/it, loss=0.359, mat=0.007, sens=0.710, deg=0.000]
Ep 034/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:45,  1.52s/it, loss=0.365, mat=0.006, sens=0.721, deg=0.000]
Ep 034/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.52s/it, loss=0.365, mat=0.006, sens=0.721, deg=0.000]
Ep 034/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.52s/it, loss=0.368, mat=0.004, sens=0.728, deg=0.000]
Ep 034/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.52s/it, loss=0.368, mat=0.004, sens=0.728, deg=0.000]
Ep 034/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:42,  1.52s/it, loss=0.356, mat=0.003, sens=0.707, deg=0.000]
Ep 034/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:40,  1.51s/it, loss=0.356, mat=0.003, sens=0.707, deg=0.000]
Ep 034/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:40,  1.51s/it, loss=0.348, mat=0.002, sens=0.691, deg=0.000]
Ep 034/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.53s/it, loss=0.348, mat=0.002, sens=0.691, deg=0.000]
Ep 034/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:38,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:38,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:37,  1.54s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:37,  1.54s/it, loss=0.370, mat=0.005, sens=0.734, deg=0.000]
Ep 034/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:35,  1.53s/it, loss=0.370, mat=0.005, sens=0.734, deg=0.000]
Ep 034/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.372, mat=0.007, sens=0.736, deg=0.000]
Ep 034/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.372, mat=0.007, sens=0.736, deg=0.000]
Ep 034/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.425, mat=0.004, sens=0.844, deg=0.000]
Ep 034/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.425, mat=0.004, sens=0.844, deg=0.000]
Ep 034/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.413, mat=0.005, sens=0.817, deg=0.000]
Ep 034/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.413, mat=0.005, sens=0.817, deg=0.000]
Ep 034/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.51s/it, loss=0.376, mat=0.006, sens=0.742, deg=0.000]
Ep 034/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.376, mat=0.006, sens=0.742, deg=0.000]
Ep 034/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.51s/it, loss=0.353, mat=0.005, sens=0.698, deg=0.000]
Ep 034/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.353, mat=0.005, sens=0.698, deg=0.000]
Ep 034/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.361, mat=0.005, sens=0.698, deg=0.000]
Ep 034/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.361, mat=0.005, sens=0.698, deg=0.000]
Ep 034/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.51s/it, loss=0.358, mat=0.003, sens=0.712, deg=0.000]
Ep 034/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.358, mat=0.003, sens=0.712, deg=0.000]
Ep 034/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.51s/it, loss=0.447, mat=0.004, sens=0.884, deg=0.000]
Ep 034/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.447, mat=0.004, sens=0.884, deg=0.000]
Ep 034/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.380, mat=0.003, sens=0.753, deg=0.000]
Ep 034/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.53s/it, loss=0.380, mat=0.003, sens=0.753, deg=0.000]
Ep 034/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.53s/it, loss=0.397, mat=0.005, sens=0.772, deg=0.000]
Ep 034/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.53s/it, loss=0.397, mat=0.005, sens=0.772, deg=0.000]
Ep 034/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.383, mat=0.004, sens=0.758, deg=0.000]
Ep 034/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.53s/it, loss=0.383, mat=0.004, sens=0.758, deg=0.000]
Ep 034/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.53s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 034/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.53s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 034/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 034/100 [S3:+sens]: 100%|██| 264/264 [06:42<00:00,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
                                                                                                              
Epoch 034/100 [S3:+sens]  loss=0.2173  mat=0.0049  sens=0.4210  deg=0.0001  orth=0.0043  α=0.5 β=0.5 γ=0.3  402s

Ep 035/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 035/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   0%|    | 1/264 [00:02<10:12,  2.33s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   0%|    | 1/264 [00:03<10:12,  2.33s/it, loss=0.365, mat=0.003, sens=0.724, deg=0.000]
Ep 035/100 [S3:+sens]:   1%|    | 2/264 [00:03<08:03,  1.84s/it, loss=0.365, mat=0.003, sens=0.724, deg=0.000]
Ep 035/100 [S3:+sens]:   1%|    | 2/264 [00:05<08:03,  1.84s/it, loss=0.369, mat=0.004, sens=0.732, deg=0.000]
Ep 035/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:21,  1.69s/it, loss=0.369, mat=0.004, sens=0.732, deg=0.000]
Ep 035/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:21,  1.69s/it, loss=0.361, mat=0.003, sens=0.713, deg=0.000]
Ep 035/100 [S3:+sens]:   2%|    | 4/264 [00:06<07:01,  1.62s/it, loss=0.361, mat=0.003, sens=0.713, deg=0.000]
Ep 035/100 [S3:+sens]:   2%|    | 4/264 [00:08<07:01,  1.62s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:49,  1.58s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:49,  1.58s/it, loss=0.358, mat=0.003, sens=0.708, deg=0.000]
Ep 035/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:41,  1.56s/it, loss=0.358, mat=0.003, sens=0.708, deg=0.000]
Ep 035/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:41,  1.56s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:36,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:36,  1.54s/it, loss=0.382, mat=0.004, sens=0.730, deg=0.000]
Ep 035/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:32,  1.53s/it, loss=0.382, mat=0.004, sens=0.730, deg=0.000]
Ep 035/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:32,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:29,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:29,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:26,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:26,  1.52s/it, loss=0.360, mat=0.005, sens=0.710, deg=0.000]
Ep 035/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:23,  1.52s/it, loss=0.360, mat=0.005, sens=0.710, deg=0.000]
Ep 035/100 [S3:+sens]:   4%|▏  | 11/264 [00:19<06:23,  1.52s/it, loss=0.359, mat=0.006, sens=0.707, deg=0.000]
Ep 035/100 [S3:+sens]:   5%|▏  | 12/264 [00:19<06:30,  1.55s/it, loss=0.359, mat=0.006, sens=0.707, deg=0.000]
Ep 035/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:30,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:26,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   5%|▏  | 13/264 [00:22<06:26,  1.54s/it, loss=0.345, mat=0.003, sens=0.682, deg=0.000]
Ep 035/100 [S3:+sens]:   5%|▏  | 14/264 [00:22<06:22,  1.53s/it, loss=0.345, mat=0.003, sens=0.682, deg=0.000]
Ep 035/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:22,  1.53s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.001]
Ep 035/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:19,  1.53s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.001]
Ep 035/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:19,  1.53s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:17,  1.52s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:17,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:14,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:14,  1.52s/it, loss=0.380, mat=0.006, sens=0.750, deg=0.000]
Ep 035/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:12,  1.52s/it, loss=0.380, mat=0.006, sens=0.750, deg=0.000]
Ep 035/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:12,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:10,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:10,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:08,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:08,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:07,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:09,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:09,  1.53s/it, loss=0.627, mat=0.004, sens=1.246, deg=0.000]
Ep 035/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:06,  1.52s/it, loss=0.627, mat=0.004, sens=1.246, deg=0.000]
Ep 035/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:06,  1.52s/it, loss=0.365, mat=0.004, sens=0.718, deg=0.000]
Ep 035/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:05,  1.52s/it, loss=0.365, mat=0.004, sens=0.718, deg=0.000]
Ep 035/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:05,  1.52s/it, loss=0.581, mat=0.002, sens=1.156, deg=0.000]
Ep 035/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:02,  1.52s/it, loss=0.581, mat=0.002, sens=1.156, deg=0.000]
Ep 035/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:02,  1.52s/it, loss=0.381, mat=0.007, sens=0.750, deg=0.000]
Ep 035/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:07,  1.54s/it, loss=0.381, mat=0.007, sens=0.750, deg=0.000]
Ep 035/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:07,  1.54s/it, loss=0.015, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:03,  1.53s/it, loss=0.015, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:03,  1.53s/it, loss=0.370, mat=0.003, sens=0.733, deg=0.000]
Ep 035/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<06:00,  1.53s/it, loss=0.370, mat=0.003, sens=0.733, deg=0.000]
Ep 035/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<06:00,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:57,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:57,  1.52s/it, loss=0.382, mat=0.004, sens=0.751, deg=0.000]
Ep 035/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:55,  1.52s/it, loss=0.382, mat=0.004, sens=0.751, deg=0.000]
Ep 035/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:55,  1.52s/it, loss=0.366, mat=0.004, sens=0.723, deg=0.000]
Ep 035/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:52,  1.51s/it, loss=0.366, mat=0.004, sens=0.723, deg=0.000]
Ep 035/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:52,  1.51s/it, loss=0.017, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:51,  1.52s/it, loss=0.017, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:51,  1.52s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.000]
Ep 035/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:49,  1.51s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.000]
Ep 035/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:49,  1.51s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:48,  1.51s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:48,  1.51s/it, loss=0.391, mat=0.006, sens=0.772, deg=0.000]
Ep 035/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:46,  1.52s/it, loss=0.391, mat=0.006, sens=0.772, deg=0.000]
Ep 035/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:46,  1.52s/it, loss=0.393, mat=0.006, sens=0.775, deg=0.000]
Ep 035/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:45,  1.51s/it, loss=0.393, mat=0.006, sens=0.775, deg=0.000]
Ep 035/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:45,  1.51s/it, loss=0.387, mat=0.003, sens=0.760, deg=0.000]
Ep 035/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:44,  1.52s/it, loss=0.387, mat=0.003, sens=0.760, deg=0.000]
Ep 035/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:44,  1.52s/it, loss=0.370, mat=0.004, sens=0.731, deg=0.001]
Ep 035/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:47,  1.54s/it, loss=0.370, mat=0.004, sens=0.731, deg=0.001]
Ep 035/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:47,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:44,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:44,  1.53s/it, loss=0.355, mat=0.004, sens=0.704, deg=0.000]
Ep 035/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:41,  1.52s/it, loss=0.355, mat=0.004, sens=0.704, deg=0.000]
Ep 035/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:41,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:38,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:38,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:36,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:36,  1.52s/it, loss=0.374, mat=0.005, sens=0.736, deg=0.000]
Ep 035/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:35,  1.52s/it, loss=0.374, mat=0.005, sens=0.736, deg=0.000]
Ep 035/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:35,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:33,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:33,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:32,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:32,  1.52s/it, loss=0.366, mat=0.005, sens=0.722, deg=0.000]
Ep 035/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:32,  1.52s/it, loss=0.366, mat=0.005, sens=0.722, deg=0.000]
Ep 035/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:32,  1.52s/it, loss=0.401, mat=0.005, sens=0.796, deg=0.001]
Ep 035/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:30,  1.52s/it, loss=0.401, mat=0.005, sens=0.796, deg=0.001]
Ep 035/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:30,  1.52s/it, loss=0.365, mat=0.005, sens=0.720, deg=0.000]
Ep 035/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:28,  1.52s/it, loss=0.365, mat=0.005, sens=0.720, deg=0.000]
Ep 035/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:28,  1.52s/it, loss=0.367, mat=0.005, sens=0.727, deg=0.000]
Ep 035/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:27,  1.52s/it, loss=0.367, mat=0.005, sens=0.727, deg=0.000]
Ep 035/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:27,  1.52s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:25,  1.52s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:25,  1.52s/it, loss=0.360, mat=0.004, sens=0.710, deg=0.000]
Ep 035/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:24,  1.52s/it, loss=0.360, mat=0.004, sens=0.710, deg=0.000]
Ep 035/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:24,  1.52s/it, loss=0.360, mat=0.006, sens=0.711, deg=0.000]
Ep 035/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:21,  1.52s/it, loss=0.360, mat=0.006, sens=0.711, deg=0.000]
Ep 035/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:21,  1.52s/it, loss=0.359, mat=0.004, sens=0.712, deg=0.000]
Ep 035/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:20,  1.52s/it, loss=0.359, mat=0.004, sens=0.712, deg=0.000]
Ep 035/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:20,  1.52s/it, loss=0.450, mat=0.003, sens=0.894, deg=0.000]
Ep 035/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:18,  1.52s/it, loss=0.450, mat=0.003, sens=0.894, deg=0.000]
Ep 035/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:18,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:16,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:16,  1.52s/it, loss=0.369, mat=0.003, sens=0.732, deg=0.000]
Ep 035/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:19,  1.54s/it, loss=0.369, mat=0.003, sens=0.732, deg=0.000]
Ep 035/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:19,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:16,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:16,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:14,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:14,  1.53s/it, loss=0.376, mat=0.005, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:11,  1.52s/it, loss=0.376, mat=0.005, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:11,  1.52s/it, loss=0.379, mat=0.007, sens=0.750, deg=0.000]
Ep 035/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:10,  1.52s/it, loss=0.379, mat=0.007, sens=0.750, deg=0.000]
Ep 035/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:10,  1.52s/it, loss=0.371, mat=0.005, sens=0.734, deg=0.000]
Ep 035/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:08,  1.52s/it, loss=0.371, mat=0.005, sens=0.734, deg=0.000]
Ep 035/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:08,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:06,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:06,  1.52s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:04,  1.52s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:04,  1.52s/it, loss=0.367, mat=0.005, sens=0.725, deg=0.000]
Ep 035/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:03,  1.52s/it, loss=0.367, mat=0.005, sens=0.725, deg=0.000]
Ep 035/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:03,  1.52s/it, loss=0.457, mat=0.005, sens=0.907, deg=0.000]
Ep 035/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:01,  1.52s/it, loss=0.457, mat=0.005, sens=0.907, deg=0.000]
Ep 035/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:01,  1.52s/it, loss=0.378, mat=0.007, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:00,  1.52s/it, loss=0.378, mat=0.007, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:00,  1.52s/it, loss=0.375, mat=0.005, sens=0.742, deg=0.000]
Ep 035/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:58,  1.52s/it, loss=0.375, mat=0.005, sens=0.742, deg=0.000]
Ep 035/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<04:58,  1.52s/it, loss=0.373, mat=0.004, sens=0.741, deg=0.000]
Ep 035/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:57,  1.52s/it, loss=0.373, mat=0.004, sens=0.741, deg=0.000]
Ep 035/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:57,  1.52s/it, loss=0.452, mat=0.004, sens=0.898, deg=0.000]
Ep 035/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:55,  1.51s/it, loss=0.452, mat=0.004, sens=0.898, deg=0.000]
Ep 035/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:55,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:55,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:55,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<05:00,  1.56s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<05:00,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:55,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:55,  1.54s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 035/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:52,  1.53s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 035/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:52,  1.53s/it, loss=0.379, mat=0.006, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:50,  1.53s/it, loss=0.379, mat=0.006, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:50,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:47,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:47,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:45,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:45,  1.52s/it, loss=0.390, mat=0.003, sens=0.774, deg=0.000]
Ep 035/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:43,  1.52s/it, loss=0.390, mat=0.003, sens=0.774, deg=0.000]
Ep 035/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:43,  1.52s/it, loss=0.364, mat=0.005, sens=0.721, deg=0.000]
Ep 035/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:42,  1.52s/it, loss=0.364, mat=0.005, sens=0.721, deg=0.000]
Ep 035/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:42,  1.52s/it, loss=0.378, mat=0.004, sens=0.742, deg=0.000]
Ep 035/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:40,  1.52s/it, loss=0.378, mat=0.004, sens=0.742, deg=0.000]
Ep 035/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:40,  1.52s/it, loss=0.362, mat=0.006, sens=0.716, deg=0.000]
Ep 035/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:38,  1.51s/it, loss=0.362, mat=0.006, sens=0.716, deg=0.000]
Ep 035/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:38,  1.51s/it, loss=0.369, mat=0.002, sens=0.729, deg=0.001]
Ep 035/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:36,  1.51s/it, loss=0.369, mat=0.002, sens=0.729, deg=0.001]
Ep 035/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:36,  1.51s/it, loss=0.357, mat=0.004, sens=0.704, deg=0.000]
Ep 035/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:35,  1.51s/it, loss=0.357, mat=0.004, sens=0.704, deg=0.000]
Ep 035/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:35,  1.51s/it, loss=0.366, mat=0.008, sens=0.721, deg=0.000]
Ep 035/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:37,  1.53s/it, loss=0.366, mat=0.008, sens=0.721, deg=0.000]
Ep 035/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:37,  1.53s/it, loss=0.371, mat=0.004, sens=0.728, deg=0.001]
Ep 035/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:34,  1.53s/it, loss=0.371, mat=0.004, sens=0.728, deg=0.001]
Ep 035/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:34,  1.53s/it, loss=0.417, mat=0.003, sens=0.827, deg=0.000]
Ep 035/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:32,  1.52s/it, loss=0.417, mat=0.003, sens=0.827, deg=0.000]
Ep 035/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:32,  1.52s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:30,  1.52s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:30,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:28,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:28,  1.52s/it, loss=0.388, mat=0.006, sens=0.764, deg=0.000]
Ep 035/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:26,  1.52s/it, loss=0.388, mat=0.006, sens=0.764, deg=0.000]
Ep 035/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:26,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:24,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:24,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:22,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:22,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:21,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:21,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:19,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:19,  1.51s/it, loss=0.387, mat=0.008, sens=0.763, deg=0.000]
Ep 035/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:18,  1.51s/it, loss=0.387, mat=0.008, sens=0.763, deg=0.000]
Ep 035/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:18,  1.51s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:19,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:17,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:17,  1.53s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 035/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:15,  1.52s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 035/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:15,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:13,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:13,  1.52s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.000]
Ep 035/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:11,  1.52s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.000]
Ep 035/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:11,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:10,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:08,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:10,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:10,  1.54s/it, loss=0.378, mat=0.007, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:07,  1.53s/it, loss=0.378, mat=0.007, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:05,  1.52s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 035/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:02,  1.52s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 035/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:02,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:01,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:01,  1.52s/it, loss=0.391, mat=0.005, sens=0.772, deg=0.000]
Ep 035/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<03:59,  1.52s/it, loss=0.391, mat=0.005, sens=0.772, deg=0.000]
Ep 035/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<03:59,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 035/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:57,  1.51s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 035/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:57,  1.51s/it, loss=0.379, mat=0.004, sens=0.751, deg=0.000]
Ep 035/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:56,  1.51s/it, loss=0.379, mat=0.004, sens=0.751, deg=0.000]
Ep 035/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:56,  1.51s/it, loss=0.386, mat=0.004, sens=0.765, deg=0.000]
Ep 035/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:54,  1.51s/it, loss=0.386, mat=0.004, sens=0.765, deg=0.000]
Ep 035/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:54,  1.51s/it, loss=0.410, mat=0.005, sens=0.777, deg=0.000]
Ep 035/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:52,  1.51s/it, loss=0.410, mat=0.005, sens=0.777, deg=0.000]
Ep 035/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:52,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:51,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:49,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:47,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:47,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:46,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:46,  1.51s/it, loss=0.395, mat=0.005, sens=0.779, deg=0.000]
Ep 035/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:48,  1.53s/it, loss=0.395, mat=0.005, sens=0.779, deg=0.000]
Ep 035/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:45,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:45,  1.53s/it, loss=0.387, mat=0.005, sens=0.762, deg=0.000]
Ep 035/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:43,  1.52s/it, loss=0.387, mat=0.005, sens=0.762, deg=0.000]
Ep 035/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:43,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:41,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:41,  1.52s/it, loss=0.401, mat=0.005, sens=0.766, deg=0.000]
Ep 035/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:41,  1.53s/it, loss=0.401, mat=0.005, sens=0.766, deg=0.000]
Ep 035/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:41,  1.53s/it, loss=0.398, mat=0.005, sens=0.780, deg=0.000]
Ep 035/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:39,  1.52s/it, loss=0.398, mat=0.005, sens=0.780, deg=0.000]
Ep 035/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:39,  1.52s/it, loss=0.391, mat=0.004, sens=0.772, deg=0.000]
Ep 035/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:37,  1.52s/it, loss=0.391, mat=0.004, sens=0.772, deg=0.000]
Ep 035/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:37,  1.52s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:35,  1.52s/it, loss=0.006, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.726, mat=0.006, sens=1.444, deg=0.000]
Ep 035/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:34,  1.52s/it, loss=0.726, mat=0.006, sens=1.444, deg=0.000]
Ep 035/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:34,  1.52s/it, loss=0.395, mat=0.007, sens=0.779, deg=0.000]
Ep 035/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:32,  1.52s/it, loss=0.395, mat=0.007, sens=0.779, deg=0.000]
Ep 035/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:32,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:30,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:30,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:28,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:30,  1.53s/it, loss=0.440, mat=0.004, sens=0.872, deg=0.000]
Ep 035/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:27,  1.53s/it, loss=0.440, mat=0.004, sens=0.872, deg=0.000]
Ep 035/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:27,  1.53s/it, loss=0.380, mat=0.004, sens=0.751, deg=0.000]
Ep 035/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:25,  1.52s/it, loss=0.380, mat=0.004, sens=0.751, deg=0.000]
Ep 035/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:25,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:23,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:23,  1.52s/it, loss=0.428, mat=0.002, sens=0.851, deg=0.000]
Ep 035/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:21,  1.52s/it, loss=0.428, mat=0.002, sens=0.851, deg=0.000]
Ep 035/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:21,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:19,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:19,  1.51s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:18,  1.51s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:18,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:16,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:16,  1.51s/it, loss=0.387, mat=0.004, sens=0.753, deg=0.000]
Ep 035/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:14,  1.51s/it, loss=0.387, mat=0.004, sens=0.753, deg=0.000]
Ep 035/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:14,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:13,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:13,  1.51s/it, loss=0.378, mat=0.003, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:11,  1.51s/it, loss=0.378, mat=0.003, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:11,  1.51s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 035/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:09,  1.51s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 035/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:09,  1.51s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 035/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:08,  1.51s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 035/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:08,  1.51s/it, loss=0.381, mat=0.005, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:07,  1.51s/it, loss=0.381, mat=0.005, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:07,  1.51s/it, loss=0.383, mat=0.006, sens=0.751, deg=0.000]
Ep 035/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:05,  1.51s/it, loss=0.383, mat=0.006, sens=0.751, deg=0.000]
Ep 035/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:05,  1.51s/it, loss=0.374, mat=0.004, sens=0.740, deg=0.000]
Ep 035/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:04,  1.51s/it, loss=0.374, mat=0.004, sens=0.740, deg=0.000]
Ep 035/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:04,  1.51s/it, loss=0.364, mat=0.004, sens=0.719, deg=0.000]
Ep 035/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:04,  1.52s/it, loss=0.364, mat=0.004, sens=0.719, deg=0.000]
Ep 035/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:04,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:02,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:02,  1.52s/it, loss=0.368, mat=0.005, sens=0.728, deg=0.000]
Ep 035/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:03,  1.54s/it, loss=0.368, mat=0.005, sens=0.728, deg=0.000]
Ep 035/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:03,  1.54s/it, loss=0.393, mat=0.004, sens=0.770, deg=0.000]
Ep 035/100 [S3:+sens]:  55%|█ | 146/264 [03:42<03:00,  1.53s/it, loss=0.393, mat=0.004, sens=0.770, deg=0.000]
Ep 035/100 [S3:+sens]:  55%|█ | 146/264 [03:44<03:00,  1.53s/it, loss=0.449, mat=0.005, sens=0.881, deg=0.000]
Ep 035/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:58,  1.53s/it, loss=0.449, mat=0.005, sens=0.881, deg=0.000]
Ep 035/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:58,  1.53s/it, loss=0.402, mat=0.006, sens=0.779, deg=0.000]
Ep 035/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:56,  1.52s/it, loss=0.402, mat=0.006, sens=0.779, deg=0.000]
Ep 035/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:56,  1.52s/it, loss=0.380, mat=0.005, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:54,  1.52s/it, loss=0.380, mat=0.005, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:54,  1.52s/it, loss=0.364, mat=0.005, sens=0.718, deg=0.000]
Ep 035/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:52,  1.52s/it, loss=0.364, mat=0.005, sens=0.718, deg=0.000]
Ep 035/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:52,  1.52s/it, loss=0.381, mat=0.004, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:51,  1.51s/it, loss=0.381, mat=0.004, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:51,  1.51s/it, loss=0.375, mat=0.004, sens=0.740, deg=0.000]
Ep 035/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:49,  1.51s/it, loss=0.375, mat=0.004, sens=0.740, deg=0.000]
Ep 035/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:49,  1.51s/it, loss=0.377, mat=0.004, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:48,  1.51s/it, loss=0.377, mat=0.004, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:48,  1.51s/it, loss=0.385, mat=0.006, sens=0.761, deg=0.000]
Ep 035/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:46,  1.51s/it, loss=0.385, mat=0.006, sens=0.761, deg=0.000]
Ep 035/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:46,  1.51s/it, loss=0.370, mat=0.006, sens=0.728, deg=0.000]
Ep 035/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:44,  1.51s/it, loss=0.370, mat=0.006, sens=0.728, deg=0.000]
Ep 035/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:43,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:43,  1.51s/it, loss=0.374, mat=0.004, sens=0.730, deg=0.000]
Ep 035/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:41,  1.51s/it, loss=0.374, mat=0.004, sens=0.730, deg=0.000]
Ep 035/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:41,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:40,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:40,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:38,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:38,  1.51s/it, loss=0.387, mat=0.005, sens=0.763, deg=0.000]
Ep 035/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:39,  1.53s/it, loss=0.387, mat=0.005, sens=0.763, deg=0.000]
Ep 035/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:39,  1.53s/it, loss=0.372, mat=0.004, sens=0.734, deg=0.000]
Ep 035/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:37,  1.53s/it, loss=0.372, mat=0.004, sens=0.734, deg=0.000]
Ep 035/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:37,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:35,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:35,  1.52s/it, loss=0.414, mat=0.005, sens=0.817, deg=0.000]
Ep 035/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:33,  1.52s/it, loss=0.414, mat=0.005, sens=0.817, deg=0.000]
Ep 035/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:33,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:31,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:31,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:30,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:30,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:28,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:28,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:27,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:27,  1.52s/it, loss=0.369, mat=0.003, sens=0.730, deg=0.000]
Ep 035/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:26,  1.52s/it, loss=0.369, mat=0.003, sens=0.730, deg=0.000]
Ep 035/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:26,  1.52s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:24,  1.52s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:24,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:22,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:22,  1.52s/it, loss=0.400, mat=0.006, sens=0.781, deg=0.000]
Ep 035/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:20,  1.52s/it, loss=0.400, mat=0.006, sens=0.781, deg=0.000]
Ep 035/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:20,  1.52s/it, loss=0.605, mat=0.003, sens=1.203, deg=0.000]
Ep 035/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:21,  1.54s/it, loss=0.605, mat=0.003, sens=1.203, deg=0.000]
Ep 035/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:21,  1.54s/it, loss=0.415, mat=0.004, sens=0.726, deg=0.000]
Ep 035/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:19,  1.53s/it, loss=0.415, mat=0.004, sens=0.726, deg=0.000]
Ep 035/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:19,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:17,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:17,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:15,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:15,  1.52s/it, loss=0.372, mat=0.004, sens=0.735, deg=0.000]
Ep 035/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:13,  1.51s/it, loss=0.372, mat=0.004, sens=0.735, deg=0.000]
Ep 035/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.51s/it, loss=0.360, mat=0.002, sens=0.716, deg=0.000]
Ep 035/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:11,  1.51s/it, loss=0.360, mat=0.002, sens=0.716, deg=0.000]
Ep 035/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:11,  1.51s/it, loss=0.379, mat=0.006, sens=0.745, deg=0.008]
Ep 035/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:10,  1.51s/it, loss=0.379, mat=0.006, sens=0.745, deg=0.008]
Ep 035/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:10,  1.51s/it, loss=0.361, mat=0.005, sens=0.713, deg=0.000]
Ep 035/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:08,  1.51s/it, loss=0.361, mat=0.005, sens=0.713, deg=0.000]
Ep 035/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:08,  1.51s/it, loss=0.382, mat=0.003, sens=0.757, deg=0.002]
Ep 035/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:06,  1.51s/it, loss=0.382, mat=0.003, sens=0.757, deg=0.002]
Ep 035/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:06,  1.51s/it, loss=0.364, mat=0.007, sens=0.716, deg=0.000]
Ep 035/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:05,  1.51s/it, loss=0.364, mat=0.007, sens=0.716, deg=0.000]
Ep 035/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:05,  1.51s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:04,  1.51s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:02,  1.51s/it, loss=0.350, mat=0.004, sens=0.694, deg=0.000]
Ep 035/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:00,  1.51s/it, loss=0.350, mat=0.004, sens=0.694, deg=0.000]
Ep 035/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:00,  1.51s/it, loss=0.369, mat=0.003, sens=0.729, deg=0.000]
Ep 035/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<01:59,  1.51s/it, loss=0.369, mat=0.003, sens=0.729, deg=0.000]
Ep 035/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<01:59,  1.51s/it, loss=0.384, mat=0.004, sens=0.758, deg=0.000]
Ep 035/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:58,  1.51s/it, loss=0.384, mat=0.004, sens=0.758, deg=0.000]
Ep 035/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.51s/it, loss=0.358, mat=0.003, sens=0.711, deg=0.000]
Ep 035/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:56,  1.51s/it, loss=0.358, mat=0.003, sens=0.711, deg=0.000]
Ep 035/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:56,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:54,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:54,  1.51s/it, loss=0.361, mat=0.005, sens=0.715, deg=0.000]
Ep 035/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.51s/it, loss=0.361, mat=0.005, sens=0.715, deg=0.000]
Ep 035/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:53,  1.51s/it, loss=0.373, mat=0.003, sens=0.736, deg=0.000]
Ep 035/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:51,  1.51s/it, loss=0.373, mat=0.003, sens=0.736, deg=0.000]
Ep 035/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:51,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:52,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:52,  1.54s/it, loss=0.382, mat=0.005, sens=0.758, deg=0.000]
Ep 035/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:50,  1.54s/it, loss=0.382, mat=0.005, sens=0.758, deg=0.000]
Ep 035/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:50,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:48,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:48,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:46,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:46,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:44,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:44,  1.52s/it, loss=0.378, mat=0.005, sens=0.747, deg=0.000]
Ep 035/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:43,  1.51s/it, loss=0.378, mat=0.005, sens=0.747, deg=0.000]
Ep 035/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:43,  1.51s/it, loss=0.370, mat=0.004, sens=0.732, deg=0.000]
Ep 035/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.51s/it, loss=0.370, mat=0.004, sens=0.732, deg=0.000]
Ep 035/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:41,  1.51s/it, loss=0.401, mat=0.003, sens=0.793, deg=0.000]
Ep 035/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:39,  1.51s/it, loss=0.401, mat=0.003, sens=0.793, deg=0.000]
Ep 035/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:39,  1.51s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:38,  1.51s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:36,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:36,  1.51s/it, loss=0.381, mat=0.003, sens=0.755, deg=0.000]
Ep 035/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.51s/it, loss=0.381, mat=0.003, sens=0.755, deg=0.000]
Ep 035/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.51s/it, loss=0.369, mat=0.003, sens=0.727, deg=0.000]
Ep 035/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:33,  1.51s/it, loss=0.369, mat=0.003, sens=0.727, deg=0.000]
Ep 035/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:33,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:31,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:31,  1.51s/it, loss=0.406, mat=0.004, sens=0.803, deg=0.000]
Ep 035/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:30,  1.51s/it, loss=0.406, mat=0.004, sens=0.803, deg=0.000]
Ep 035/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:30,  1.51s/it, loss=0.380, mat=0.005, sens=0.740, deg=0.000]
Ep 035/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:30,  1.53s/it, loss=0.380, mat=0.005, sens=0.740, deg=0.000]
Ep 035/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:30,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:28,  1.52s/it, loss=0.381, mat=0.006, sens=0.750, deg=0.000]
Ep 035/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:26,  1.52s/it, loss=0.381, mat=0.006, sens=0.750, deg=0.000]
Ep 035/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:26,  1.52s/it, loss=0.369, mat=0.004, sens=0.729, deg=0.000]
Ep 035/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:24,  1.52s/it, loss=0.369, mat=0.004, sens=0.729, deg=0.000]
Ep 035/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:24,  1.52s/it, loss=0.372, mat=0.005, sens=0.733, deg=0.000]
Ep 035/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.51s/it, loss=0.372, mat=0.005, sens=0.733, deg=0.000]
Ep 035/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.51s/it, loss=0.401, mat=0.006, sens=0.793, deg=0.000]
Ep 035/100 [S3:+sens]:  80%|█▌| 210/264 [05:19<01:21,  1.51s/it, loss=0.401, mat=0.006, sens=0.793, deg=0.000]
Ep 035/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:21,  1.51s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.51s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.51s/it, loss=0.369, mat=0.004, sens=0.727, deg=0.000]
Ep 035/100 [S3:+sens]:  80%|█▌| 212/264 [05:22<01:18,  1.51s/it, loss=0.369, mat=0.004, sens=0.727, deg=0.000]
Ep 035/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:18,  1.51s/it, loss=0.371, mat=0.006, sens=0.730, deg=0.000]
Ep 035/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:16,  1.51s/it, loss=0.371, mat=0.006, sens=0.730, deg=0.000]
Ep 035/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:16,  1.51s/it, loss=0.376, mat=0.005, sens=0.745, deg=0.000]
Ep 035/100 [S3:+sens]:  81%|█▌| 214/264 [05:25<01:15,  1.51s/it, loss=0.376, mat=0.005, sens=0.745, deg=0.000]
Ep 035/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:15,  1.51s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 035/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:13,  1.51s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 035/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:13,  1.51s/it, loss=0.369, mat=0.006, sens=0.728, deg=0.000]
Ep 035/100 [S3:+sens]:  82%|█▋| 216/264 [05:28<01:12,  1.52s/it, loss=0.369, mat=0.006, sens=0.728, deg=0.000]
Ep 035/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:12,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:12,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:12,  1.54s/it, loss=0.397, mat=0.004, sens=0.782, deg=0.000]
Ep 035/100 [S3:+sens]:  83%|█▋| 218/264 [05:31<01:10,  1.53s/it, loss=0.397, mat=0.004, sens=0.782, deg=0.000]
Ep 035/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:10,  1.53s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 035/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 035/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  83%|█▋| 220/264 [05:34<01:06,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.52s/it, loss=0.378, mat=0.003, sens=0.749, deg=0.000]
Ep 035/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:05,  1.52s/it, loss=0.378, mat=0.003, sens=0.749, deg=0.000]
Ep 035/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  84%|█▋| 222/264 [05:37<01:03,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.51s/it, loss=0.373, mat=0.002, sens=0.740, deg=0.000]
Ep 035/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:02,  1.51s/it, loss=0.373, mat=0.002, sens=0.740, deg=0.000]
Ep 035/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.51s/it, loss=0.386, mat=0.004, sens=0.767, deg=0.000]
Ep 035/100 [S3:+sens]:  85%|█▋| 224/264 [05:40<01:00,  1.51s/it, loss=0.386, mat=0.004, sens=0.767, deg=0.000]
Ep 035/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:00,  1.51s/it, loss=0.738, mat=0.007, sens=1.465, deg=0.000]
Ep 035/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:59,  1.51s/it, loss=0.738, mat=0.007, sens=1.465, deg=0.000]
Ep 035/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.51s/it, loss=0.378, mat=0.003, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  86%|█▋| 226/264 [05:43<00:57,  1.51s/it, loss=0.378, mat=0.003, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.51s/it, loss=0.405, mat=0.005, sens=0.800, deg=0.000]
Ep 035/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:55,  1.51s/it, loss=0.405, mat=0.005, sens=0.800, deg=0.000]
Ep 035/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:55,  1.51s/it, loss=0.384, mat=0.003, sens=0.747, deg=0.000]
Ep 035/100 [S3:+sens]:  86%|█▋| 228/264 [05:46<00:54,  1.51s/it, loss=0.384, mat=0.003, sens=0.747, deg=0.000]
Ep 035/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.51s/it, loss=0.410, mat=0.004, sens=0.752, deg=0.000]
Ep 035/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:52,  1.51s/it, loss=0.410, mat=0.004, sens=0.752, deg=0.000]
Ep 035/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:52,  1.51s/it, loss=0.381, mat=0.004, sens=0.752, deg=0.000]
Ep 035/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.51s/it, loss=0.381, mat=0.004, sens=0.752, deg=0.000]
Ep 035/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.51s/it, loss=0.502, mat=0.005, sens=0.800, deg=0.000]
Ep 035/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:49,  1.51s/it, loss=0.502, mat=0.005, sens=0.800, deg=0.000]
Ep 035/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:49,  1.51s/it, loss=0.384, mat=0.004, sens=0.757, deg=0.000]
Ep 035/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.51s/it, loss=0.384, mat=0.004, sens=0.757, deg=0.000]
Ep 035/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.51s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  88%|█▊| 233/264 [05:54<00:46,  1.51s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:46,  1.51s/it, loss=0.383, mat=0.005, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.51s/it, loss=0.383, mat=0.005, sens=0.748, deg=0.000]
Ep 035/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.51s/it, loss=0.419, mat=0.004, sens=0.767, deg=0.000]
Ep 035/100 [S3:+sens]:  89%|█▊| 235/264 [05:57<00:44,  1.53s/it, loss=0.419, mat=0.004, sens=0.767, deg=0.000]
Ep 035/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.53s/it, loss=0.419, mat=0.004, sens=0.769, deg=0.000]
Ep 035/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.53s/it, loss=0.419, mat=0.004, sens=0.769, deg=0.000]
Ep 035/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:42,  1.53s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  90%|█▊| 237/264 [06:00<00:41,  1.52s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.52s/it, loss=0.389, mat=0.005, sens=0.753, deg=0.000]
Ep 035/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.52s/it, loss=0.389, mat=0.005, sens=0.753, deg=0.000]
Ep 035/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.52s/it, loss=0.565, mat=0.005, sens=1.118, deg=0.000]
Ep 035/100 [S3:+sens]:  91%|█▊| 239/264 [06:03<00:37,  1.51s/it, loss=0.565, mat=0.005, sens=1.118, deg=0.000]
Ep 035/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:37,  1.51s/it, loss=0.387, mat=0.005, sens=0.744, deg=0.000]
Ep 035/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.52s/it, loss=0.387, mat=0.005, sens=0.744, deg=0.000]
Ep 035/100 [S3:+sens]:  91%|█▊| 240/264 [06:06<00:36,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  91%|█▊| 241/264 [06:06<00:35,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:35,  1.52s/it, loss=0.463, mat=0.004, sens=0.737, deg=0.000]
Ep 035/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.463, mat=0.004, sens=0.737, deg=0.000]
Ep 035/100 [S3:+sens]:  92%|█▊| 242/264 [06:09<00:33,  1.52s/it, loss=0.378, mat=0.004, sens=0.749, deg=0.000]
Ep 035/100 [S3:+sens]:  92%|█▊| 243/264 [06:09<00:31,  1.52s/it, loss=0.378, mat=0.004, sens=0.749, deg=0.000]
Ep 035/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.368, mat=0.003, sens=0.728, deg=0.000]
Ep 035/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.368, mat=0.003, sens=0.728, deg=0.000]
Ep 035/100 [S3:+sens]:  92%|█▊| 244/264 [06:12<00:30,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  93%|█▊| 245/264 [06:12<00:28,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  93%|█▊| 246/264 [06:15<00:27,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  94%|█▊| 247/264 [06:15<00:25,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.51s/it, loss=0.401, mat=0.007, sens=0.767, deg=0.000]
Ep 035/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.401, mat=0.007, sens=0.767, deg=0.000]
Ep 035/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.378, mat=0.006, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  94%|█▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.378, mat=0.006, sens=0.746, deg=0.000]
Ep 035/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.51s/it, loss=0.380, mat=0.002, sens=0.754, deg=0.000]
Ep 035/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.54s/it, loss=0.380, mat=0.002, sens=0.754, deg=0.000]
Ep 035/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.54s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  95%|█▉| 251/264 [06:21<00:19,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.53s/it, loss=0.011, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.52s/it, loss=0.011, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.371, mat=0.005, sens=0.734, deg=0.000]
Ep 035/100 [S3:+sens]:  96%|█▉| 253/264 [06:24<00:16,  1.52s/it, loss=0.371, mat=0.005, sens=0.734, deg=0.000]
Ep 035/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  97%|█▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.371, mat=0.005, sens=0.729, deg=0.000]
Ep 035/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.371, mat=0.005, sens=0.729, deg=0.000]
Ep 035/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.51s/it, loss=0.365, mat=0.004, sens=0.720, deg=0.000]
Ep 035/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.365, mat=0.004, sens=0.720, deg=0.000]
Ep 035/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.364, mat=0.004, sens=0.720, deg=0.000]
Ep 035/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.364, mat=0.004, sens=0.720, deg=0.000]
Ep 035/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.370, mat=0.007, sens=0.729, deg=0.000]
Ep 035/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.370, mat=0.007, sens=0.729, deg=0.000]
Ep 035/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  99%|█▉| 262/264 [06:38<00:03,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]: 100%|█▉| 263/264 [06:41<00:01,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 035/100 [S3:+sens]: 100%|██| 264/264 [06:41<00:00,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
                                                                                                              
Epoch 035/100 [S3:+sens]  loss=0.2398  mat=0.0045  sens=0.4667  deg=0.0002  orth=0.0041  α=0.5 β=0.5 γ=0.3  402s

Ep 036/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 036/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.420, mat=0.003, sens=0.835, deg=0.000]
Ep 036/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:36,  2.19s/it, loss=0.420, mat=0.003, sens=0.835, deg=0.000]
Ep 036/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:36,  2.19s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:48,  1.79s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:48,  1.79s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:12,  1.66s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:12,  1.66s/it, loss=0.547, mat=0.004, sens=1.084, deg=0.000]
Ep 036/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:54,  1.60s/it, loss=0.547, mat=0.004, sens=1.084, deg=0.000]
Ep 036/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:54,  1.60s/it, loss=0.360, mat=0.005, sens=0.708, deg=0.000]
Ep 036/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:45,  1.57s/it, loss=0.360, mat=0.005, sens=0.708, deg=0.000]
Ep 036/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:45,  1.57s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:38,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:38,  1.55s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:33,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:33,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:30,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:30,  1.52s/it, loss=0.348, mat=0.005, sens=0.683, deg=0.000]
Ep 036/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:28,  1.52s/it, loss=0.348, mat=0.005, sens=0.683, deg=0.000]
Ep 036/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:25,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:31,  1.55s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:31,  1.55s/it, loss=0.358, mat=0.006, sens=0.707, deg=0.000]
Ep 036/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:27,  1.54s/it, loss=0.358, mat=0.006, sens=0.707, deg=0.000]
Ep 036/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:27,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:23,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:23,  1.53s/it, loss=0.370, mat=0.006, sens=0.728, deg=0.000]
Ep 036/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:20,  1.52s/it, loss=0.370, mat=0.006, sens=0.728, deg=0.000]
Ep 036/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:20,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:17,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:17,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:15,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:15,  1.51s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 036/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:13,  1.51s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 036/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:13,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:11,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:11,  1.51s/it, loss=0.371, mat=0.002, sens=0.736, deg=0.000]
Ep 036/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:10,  1.51s/it, loss=0.371, mat=0.002, sens=0.736, deg=0.000]
Ep 036/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:10,  1.51s/it, loss=0.358, mat=0.004, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:08,  1.51s/it, loss=0.358, mat=0.004, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:08,  1.51s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 036/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:06,  1.51s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 036/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:06,  1.51s/it, loss=0.361, mat=0.004, sens=0.716, deg=0.000]
Ep 036/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:05,  1.51s/it, loss=0.361, mat=0.004, sens=0.716, deg=0.000]
Ep 036/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:05,  1.51s/it, loss=0.363, mat=0.004, sens=0.715, deg=0.000]
Ep 036/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:03,  1.51s/it, loss=0.363, mat=0.004, sens=0.715, deg=0.000]
Ep 036/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:03,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:04,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:04,  1.52s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:02,  1.52s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:02,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:00,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:00,  1.51s/it, loss=0.366, mat=0.004, sens=0.716, deg=0.000]
Ep 036/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:58,  1.51s/it, loss=0.366, mat=0.004, sens=0.716, deg=0.000]
Ep 036/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<05:58,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:56,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:56,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<06:00,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<06:00,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:57,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:57,  1.53s/it, loss=0.367, mat=0.006, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:54,  1.52s/it, loss=0.367, mat=0.006, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:54,  1.52s/it, loss=0.365, mat=0.002, sens=0.720, deg=0.000]
Ep 036/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:52,  1.52s/it, loss=0.365, mat=0.002, sens=0.720, deg=0.000]
Ep 036/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:52,  1.52s/it, loss=0.356, mat=0.004, sens=0.703, deg=0.000]
Ep 036/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:50,  1.52s/it, loss=0.356, mat=0.004, sens=0.703, deg=0.000]
Ep 036/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:50,  1.52s/it, loss=0.367, mat=0.003, sens=0.729, deg=0.000]
Ep 036/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:48,  1.51s/it, loss=0.367, mat=0.003, sens=0.729, deg=0.000]
Ep 036/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:48,  1.51s/it, loss=0.360, mat=0.005, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:46,  1.51s/it, loss=0.360, mat=0.005, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:46,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:44,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:44,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:43,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:43,  1.51s/it, loss=0.360, mat=0.006, sens=0.706, deg=0.000]
Ep 036/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:41,  1.51s/it, loss=0.360, mat=0.006, sens=0.706, deg=0.000]
Ep 036/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:41,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:39,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:39,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:37,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:37,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:36,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:36,  1.51s/it, loss=0.366, mat=0.005, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:34,  1.51s/it, loss=0.366, mat=0.005, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:34,  1.51s/it, loss=0.429, mat=0.005, sens=0.846, deg=0.000]
Ep 036/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:33,  1.51s/it, loss=0.429, mat=0.005, sens=0.846, deg=0.000]
Ep 036/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:33,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:37,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:37,  1.53s/it, loss=0.354, mat=0.007, sens=0.696, deg=0.000]
Ep 036/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:33,  1.52s/it, loss=0.354, mat=0.007, sens=0.696, deg=0.000]
Ep 036/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:33,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:31,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:31,  1.52s/it, loss=0.354, mat=0.002, sens=0.700, deg=0.000]
Ep 036/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:29,  1.52s/it, loss=0.354, mat=0.002, sens=0.700, deg=0.000]
Ep 036/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:29,  1.52s/it, loss=0.357, mat=0.004, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:29,  1.53s/it, loss=0.357, mat=0.004, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:29,  1.53s/it, loss=0.368, mat=0.004, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:27,  1.52s/it, loss=0.368, mat=0.004, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:27,  1.52s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:25,  1.52s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:25,  1.52s/it, loss=0.357, mat=0.004, sens=0.708, deg=0.000]
Ep 036/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:22,  1.52s/it, loss=0.357, mat=0.004, sens=0.708, deg=0.000]
Ep 036/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:22,  1.52s/it, loss=0.363, mat=0.005, sens=0.717, deg=0.000]
Ep 036/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:21,  1.52s/it, loss=0.363, mat=0.005, sens=0.717, deg=0.000]
Ep 036/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:21,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  20%|▌  | 53/264 [01:20<05:19,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:19,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:17,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:17,  1.51s/it, loss=0.390, mat=0.005, sens=0.769, deg=0.000]
Ep 036/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:16,  1.51s/it, loss=0.390, mat=0.005, sens=0.769, deg=0.000]
Ep 036/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:16,  1.51s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.012]
Ep 036/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:19,  1.53s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.012]
Ep 036/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:19,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:15,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:15,  1.53s/it, loss=0.357, mat=0.003, sens=0.707, deg=0.000]
Ep 036/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:13,  1.52s/it, loss=0.357, mat=0.003, sens=0.707, deg=0.000]
Ep 036/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:13,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:11,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:11,  1.52s/it, loss=0.360, mat=0.005, sens=0.709, deg=0.004]
Ep 036/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:09,  1.52s/it, loss=0.360, mat=0.005, sens=0.709, deg=0.004]
Ep 036/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:09,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.002]
Ep 036/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:07,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.002]
Ep 036/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:07,  1.51s/it, loss=0.365, mat=0.005, sens=0.720, deg=0.003]
Ep 036/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:06,  1.52s/it, loss=0.365, mat=0.005, sens=0.720, deg=0.003]
Ep 036/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:06,  1.52s/it, loss=0.378, mat=0.004, sens=0.749, deg=0.000]
Ep 036/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:04,  1.52s/it, loss=0.378, mat=0.004, sens=0.749, deg=0.000]
Ep 036/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:04,  1.52s/it, loss=0.363, mat=0.004, sens=0.718, deg=0.002]
Ep 036/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:02,  1.51s/it, loss=0.363, mat=0.004, sens=0.718, deg=0.002]
Ep 036/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:02,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.003]
Ep 036/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.003]
Ep 036/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:01,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<04:59,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<04:59,  1.51s/it, loss=0.350, mat=0.003, sens=0.694, deg=0.000]
Ep 036/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:57,  1.51s/it, loss=0.350, mat=0.003, sens=0.694, deg=0.000]
Ep 036/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:57,  1.51s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:56,  1.51s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:56,  1.51s/it, loss=0.387, mat=0.007, sens=0.756, deg=0.000]
Ep 036/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:54,  1.51s/it, loss=0.387, mat=0.007, sens=0.756, deg=0.000]
Ep 036/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:54,  1.51s/it, loss=0.542, mat=0.005, sens=1.073, deg=0.000]
Ep 036/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:52,  1.51s/it, loss=0.542, mat=0.005, sens=1.073, deg=0.000]
Ep 036/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:52,  1.51s/it, loss=0.382, mat=0.004, sens=0.751, deg=0.000]
Ep 036/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:51,  1.51s/it, loss=0.382, mat=0.004, sens=0.751, deg=0.000]
Ep 036/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:51,  1.51s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:49,  1.51s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:49,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:50,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:50,  1.52s/it, loss=0.375, mat=0.002, sens=0.742, deg=0.000]
Ep 036/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:52,  1.54s/it, loss=0.375, mat=0.002, sens=0.742, deg=0.000]
Ep 036/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:52,  1.54s/it, loss=0.393, mat=0.008, sens=0.768, deg=0.000]
Ep 036/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:49,  1.53s/it, loss=0.393, mat=0.008, sens=0.768, deg=0.000]
Ep 036/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:49,  1.53s/it, loss=0.363, mat=0.004, sens=0.718, deg=0.000]
Ep 036/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:47,  1.53s/it, loss=0.363, mat=0.004, sens=0.718, deg=0.000]
Ep 036/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:47,  1.53s/it, loss=0.368, mat=0.004, sens=0.728, deg=0.000]
Ep 036/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:44,  1.52s/it, loss=0.368, mat=0.004, sens=0.728, deg=0.000]
Ep 036/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:44,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  30%|▉  | 78/264 [01:58<04:42,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:42,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:40,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:40,  1.52s/it, loss=0.355, mat=0.004, sens=0.703, deg=0.000]
Ep 036/100 [S3:+sens]:  30%|▉  | 80/264 [02:01<04:39,  1.52s/it, loss=0.355, mat=0.004, sens=0.703, deg=0.000]
Ep 036/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:39,  1.52s/it, loss=0.384, mat=0.006, sens=0.759, deg=0.000]
Ep 036/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:37,  1.51s/it, loss=0.384, mat=0.006, sens=0.759, deg=0.000]
Ep 036/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:37,  1.51s/it, loss=0.372, mat=0.006, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:35,  1.51s/it, loss=0.372, mat=0.006, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:35,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:33,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:33,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:32,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:32,  1.51s/it, loss=0.515, mat=0.004, sens=1.020, deg=0.000]
Ep 036/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:30,  1.51s/it, loss=0.515, mat=0.004, sens=1.020, deg=0.000]
Ep 036/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:30,  1.51s/it, loss=0.008, mat=0.007, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:29,  1.51s/it, loss=0.008, mat=0.007, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:29,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:27,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:27,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:29,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:29,  1.53s/it, loss=0.356, mat=0.003, sens=0.705, deg=0.000]
Ep 036/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:27,  1.53s/it, loss=0.356, mat=0.003, sens=0.705, deg=0.000]
Ep 036/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:27,  1.53s/it, loss=0.396, mat=0.006, sens=0.769, deg=0.000]
Ep 036/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:24,  1.52s/it, loss=0.396, mat=0.006, sens=0.769, deg=0.000]
Ep 036/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:24,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:22,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:22,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:20,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:20,  1.51s/it, loss=0.362, mat=0.004, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:18,  1.51s/it, loss=0.362, mat=0.004, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:18,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:16,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:16,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:15,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:15,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:14,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:14,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:14,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:14,  1.52s/it, loss=0.360, mat=0.004, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:13,  1.52s/it, loss=0.360, mat=0.004, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:13,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:11,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:11,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:12,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:12,  1.54s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  38%|▊ | 101/264 [02:33<04:09,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:09,  1.53s/it, loss=0.010, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:07,  1.53s/it, loss=0.010, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:07,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  39%|▊ | 103/264 [02:36<04:04,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:04,  1.52s/it, loss=0.484, mat=0.005, sens=0.959, deg=0.000]
Ep 036/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:02,  1.52s/it, loss=0.484, mat=0.005, sens=0.959, deg=0.000]
Ep 036/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:02,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  40%|▊ | 105/264 [02:39<04:00,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:00,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<03:58,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<03:58,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  41%|▊ | 107/264 [02:42<03:57,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:57,  1.51s/it, loss=0.440, mat=0.004, sens=0.872, deg=0.000]
Ep 036/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:56,  1.51s/it, loss=0.440, mat=0.004, sens=0.872, deg=0.000]
Ep 036/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:56,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:54,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:54,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:52,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:52,  1.51s/it, loss=0.361, mat=0.004, sens=0.711, deg=0.000]
Ep 036/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:51,  1.51s/it, loss=0.361, mat=0.004, sens=0.711, deg=0.000]
Ep 036/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.51s/it, loss=0.356, mat=0.004, sens=0.706, deg=0.000]
Ep 036/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:49,  1.51s/it, loss=0.356, mat=0.004, sens=0.706, deg=0.000]
Ep 036/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:49,  1.51s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:47,  1.51s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:47,  1.51s/it, loss=0.349, mat=0.005, sens=0.686, deg=0.000]
Ep 036/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:46,  1.51s/it, loss=0.349, mat=0.005, sens=0.686, deg=0.000]
Ep 036/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:46,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:44,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:44,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:43,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:43,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:41,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:41,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:43,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:43,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:41,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:41,  1.52s/it, loss=0.452, mat=0.007, sens=0.895, deg=0.000]
Ep 036/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:38,  1.52s/it, loss=0.452, mat=0.007, sens=0.895, deg=0.000]
Ep 036/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.362, mat=0.004, sens=0.720, deg=0.000]
Ep 036/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:38,  1.53s/it, loss=0.362, mat=0.004, sens=0.720, deg=0.000]
Ep 036/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:38,  1.53s/it, loss=0.378, mat=0.002, sens=0.753, deg=0.000]
Ep 036/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:36,  1.52s/it, loss=0.378, mat=0.002, sens=0.753, deg=0.000]
Ep 036/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:36,  1.52s/it, loss=0.355, mat=0.004, sens=0.701, deg=0.000]
Ep 036/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:33,  1.52s/it, loss=0.355, mat=0.004, sens=0.701, deg=0.000]
Ep 036/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:33,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:32,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:32,  1.52s/it, loss=0.358, mat=0.005, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:30,  1.52s/it, loss=0.358, mat=0.005, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:30,  1.52s/it, loss=0.374, mat=0.004, sens=0.740, deg=0.000]
Ep 036/100 [S3:+sens]:  48%|▉ | 126/264 [03:11<03:28,  1.51s/it, loss=0.374, mat=0.004, sens=0.740, deg=0.000]
Ep 036/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:28,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:27,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:27,  1.51s/it, loss=0.356, mat=0.004, sens=0.707, deg=0.000]
Ep 036/100 [S3:+sens]:  48%|▉ | 128/264 [03:14<03:25,  1.51s/it, loss=0.356, mat=0.004, sens=0.707, deg=0.000]
Ep 036/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:25,  1.51s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 036/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:24,  1.51s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 036/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:24,  1.51s/it, loss=0.354, mat=0.003, sens=0.702, deg=0.000]
Ep 036/100 [S3:+sens]:  49%|▉ | 130/264 [03:17<03:22,  1.51s/it, loss=0.354, mat=0.003, sens=0.702, deg=0.000]
Ep 036/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:22,  1.51s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:20,  1.51s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:20,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  50%|█ | 132/264 [03:20<03:19,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:19,  1.51s/it, loss=0.364, mat=0.004, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:20,  1.53s/it, loss=0.364, mat=0.004, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:20,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  51%|█ | 134/264 [03:23<03:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:17,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:15,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:15,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  52%|█ | 136/264 [03:26<03:13,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:13,  1.51s/it, loss=0.374, mat=0.004, sens=0.741, deg=0.000]
Ep 036/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:12,  1.51s/it, loss=0.374, mat=0.004, sens=0.741, deg=0.000]
Ep 036/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:12,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  52%|█ | 138/264 [03:29<03:10,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:10,  1.51s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:09,  1.51s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:09,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  53%|█ | 140/264 [03:32<03:07,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:07,  1.51s/it, loss=0.379, mat=0.004, sens=0.737, deg=0.000]
Ep 036/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:06,  1.51s/it, loss=0.379, mat=0.004, sens=0.737, deg=0.000]
Ep 036/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:06,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:04,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:04,  1.51s/it, loss=0.372, mat=0.004, sens=0.732, deg=0.000]
Ep 036/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:03,  1.51s/it, loss=0.372, mat=0.004, sens=0.732, deg=0.000]
Ep 036/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:03,  1.51s/it, loss=0.368, mat=0.005, sens=0.726, deg=0.000]
Ep 036/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:01,  1.51s/it, loss=0.368, mat=0.005, sens=0.726, deg=0.000]
Ep 036/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:01,  1.51s/it, loss=0.359, mat=0.004, sens=0.708, deg=0.000]
Ep 036/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:04,  1.55s/it, loss=0.359, mat=0.004, sens=0.708, deg=0.000]
Ep 036/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:04,  1.55s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  55%|█ | 146/264 [03:42<03:01,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:01,  1.54s/it, loss=0.374, mat=0.007, sens=0.738, deg=0.000]
Ep 036/100 [S3:+sens]:  56%|█ | 147/264 [03:43<02:59,  1.53s/it, loss=0.374, mat=0.007, sens=0.738, deg=0.000]
Ep 036/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:59,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:56,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:56,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  56%|█▏| 149/264 [03:46<02:55,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:55,  1.52s/it, loss=0.357, mat=0.005, sens=0.704, deg=0.000]
Ep 036/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:53,  1.52s/it, loss=0.357, mat=0.005, sens=0.704, deg=0.000]
Ep 036/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:53,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  57%|█▏| 151/264 [03:49<02:51,  1.52s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:51,  1.52s/it, loss=0.392, mat=0.005, sens=0.777, deg=0.001]
Ep 036/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:50,  1.52s/it, loss=0.392, mat=0.005, sens=0.777, deg=0.001]
Ep 036/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:50,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  58%|█▏| 153/264 [03:52<02:48,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:48,  1.52s/it, loss=0.349, mat=0.003, sens=0.691, deg=0.000]
Ep 036/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:46,  1.51s/it, loss=0.349, mat=0.003, sens=0.691, deg=0.000]
Ep 036/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:46,  1.51s/it, loss=0.375, mat=0.004, sens=0.744, deg=0.000]
Ep 036/100 [S3:+sens]:  59%|█▏| 155/264 [03:55<02:45,  1.51s/it, loss=0.375, mat=0.004, sens=0.744, deg=0.000]
Ep 036/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:45,  1.51s/it, loss=0.368, mat=0.004, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:43,  1.51s/it, loss=0.368, mat=0.004, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:43,  1.51s/it, loss=0.360, mat=0.005, sens=0.712, deg=0.000]
Ep 036/100 [S3:+sens]:  59%|█▏| 157/264 [03:58<02:41,  1.51s/it, loss=0.360, mat=0.005, sens=0.712, deg=0.000]
Ep 036/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:41,  1.51s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:40,  1.51s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:40,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.002]
Ep 036/100 [S3:+sens]:  60%|█▏| 159/264 [04:01<02:38,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.002]
Ep 036/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:38,  1.51s/it, loss=0.423, mat=0.002, sens=0.842, deg=0.000]
Ep 036/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:37,  1.51s/it, loss=0.423, mat=0.002, sens=0.842, deg=0.000]
Ep 036/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:37,  1.51s/it, loss=0.378, mat=0.006, sens=0.749, deg=0.000]
Ep 036/100 [S3:+sens]:  61%|█▏| 161/264 [04:04<02:35,  1.51s/it, loss=0.378, mat=0.006, sens=0.749, deg=0.000]
Ep 036/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:35,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:34,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:34,  1.51s/it, loss=0.370, mat=0.006, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  62%|█▏| 163/264 [04:07<02:32,  1.51s/it, loss=0.370, mat=0.006, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:32,  1.51s/it, loss=0.374, mat=0.004, sens=0.729, deg=0.000]
Ep 036/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:33,  1.54s/it, loss=0.374, mat=0.004, sens=0.729, deg=0.000]
Ep 036/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:33,  1.54s/it, loss=0.369, mat=0.003, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  62%|█▎| 165/264 [04:10<02:31,  1.53s/it, loss=0.369, mat=0.003, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:31,  1.53s/it, loss=0.365, mat=0.004, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:29,  1.53s/it, loss=0.365, mat=0.004, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.53s/it, loss=0.471, mat=0.005, sens=0.931, deg=0.000]
Ep 036/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:27,  1.52s/it, loss=0.471, mat=0.005, sens=0.931, deg=0.000]
Ep 036/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.52s/it, loss=0.363, mat=0.003, sens=0.716, deg=0.000]
Ep 036/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:25,  1.52s/it, loss=0.363, mat=0.003, sens=0.716, deg=0.000]
Ep 036/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:25,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:23,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:23,  1.51s/it, loss=0.432, mat=0.006, sens=0.853, deg=0.000]
Ep 036/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:23,  1.52s/it, loss=0.432, mat=0.006, sens=0.853, deg=0.000]
Ep 036/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:23,  1.52s/it, loss=0.366, mat=0.005, sens=0.722, deg=0.000]
Ep 036/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:21,  1.52s/it, loss=0.366, mat=0.005, sens=0.722, deg=0.000]
Ep 036/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:21,  1.52s/it, loss=0.377, mat=0.006, sens=0.745, deg=0.000]
Ep 036/100 [S3:+sens]:  65%|█▎| 172/264 [04:21<02:20,  1.52s/it, loss=0.377, mat=0.006, sens=0.745, deg=0.000]
Ep 036/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:20,  1.52s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:18,  1.52s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:18,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  66%|█▎| 174/264 [04:24<02:16,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:16,  1.52s/it, loss=0.371, mat=0.005, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:14,  1.51s/it, loss=0.371, mat=0.005, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:14,  1.51s/it, loss=0.370, mat=0.004, sens=0.717, deg=0.000]
Ep 036/100 [S3:+sens]:  67%|█▎| 176/264 [04:27<02:13,  1.51s/it, loss=0.370, mat=0.004, sens=0.717, deg=0.000]
Ep 036/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.51s/it, loss=0.393, mat=0.004, sens=0.765, deg=0.000]
Ep 036/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:11,  1.51s/it, loss=0.393, mat=0.004, sens=0.765, deg=0.000]
Ep 036/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:11,  1.51s/it, loss=0.379, mat=0.003, sens=0.736, deg=0.000]
Ep 036/100 [S3:+sens]:  67%|█▎| 178/264 [04:30<02:12,  1.54s/it, loss=0.379, mat=0.003, sens=0.736, deg=0.000]
Ep 036/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:12,  1.54s/it, loss=0.359, mat=0.007, sens=0.699, deg=0.000]
Ep 036/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:10,  1.53s/it, loss=0.359, mat=0.007, sens=0.699, deg=0.000]
Ep 036/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:10,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  68%|█▎| 180/264 [04:33<02:07,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:07,  1.52s/it, loss=0.363, mat=0.005, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:06,  1.52s/it, loss=0.363, mat=0.005, sens=0.709, deg=0.000]
Ep 036/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:06,  1.52s/it, loss=0.012, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  69%|█▍| 182/264 [04:36<02:04,  1.52s/it, loss=0.012, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:04,  1.52s/it, loss=0.367, mat=0.003, sens=0.719, deg=0.000]
Ep 036/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:02,  1.52s/it, loss=0.367, mat=0.003, sens=0.719, deg=0.000]
Ep 036/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:02,  1.52s/it, loss=0.387, mat=0.008, sens=0.760, deg=0.000]
Ep 036/100 [S3:+sens]:  70%|█▍| 184/264 [04:39<02:01,  1.51s/it, loss=0.387, mat=0.008, sens=0.760, deg=0.000]
Ep 036/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:01,  1.51s/it, loss=0.372, mat=0.005, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<01:59,  1.51s/it, loss=0.372, mat=0.005, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<01:59,  1.51s/it, loss=0.383, mat=0.003, sens=0.752, deg=0.000]
Ep 036/100 [S3:+sens]:  70%|█▍| 186/264 [04:42<01:58,  1.51s/it, loss=0.383, mat=0.003, sens=0.752, deg=0.000]
Ep 036/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.51s/it, loss=0.365, mat=0.003, sens=0.721, deg=0.000]
Ep 036/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:56,  1.51s/it, loss=0.365, mat=0.003, sens=0.721, deg=0.000]
Ep 036/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:56,  1.51s/it, loss=0.371, mat=0.003, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  71%|█▍| 188/264 [04:45<01:55,  1.51s/it, loss=0.371, mat=0.003, sens=0.730, deg=0.000]
Ep 036/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:53,  1.51s/it, loss=0.382, mat=0.004, sens=0.754, deg=0.000]
Ep 036/100 [S3:+sens]:  72%|█▍| 190/264 [04:48<01:53,  1.53s/it, loss=0.382, mat=0.004, sens=0.754, deg=0.000]
Ep 036/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:53,  1.53s/it, loss=0.375, mat=0.005, sens=0.736, deg=0.000]
Ep 036/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:51,  1.53s/it, loss=0.375, mat=0.005, sens=0.736, deg=0.000]
Ep 036/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:51,  1.53s/it, loss=0.368, mat=0.005, sens=0.720, deg=0.000]
Ep 036/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:49,  1.52s/it, loss=0.368, mat=0.005, sens=0.720, deg=0.000]
Ep 036/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:47,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:47,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:47,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:47,  1.53s/it, loss=0.401, mat=0.005, sens=0.787, deg=0.000]
Ep 036/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:45,  1.53s/it, loss=0.401, mat=0.005, sens=0.787, deg=0.000]
Ep 036/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:45,  1.53s/it, loss=0.385, mat=0.006, sens=0.757, deg=0.000]
Ep 036/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:43,  1.52s/it, loss=0.385, mat=0.006, sens=0.757, deg=0.000]
Ep 036/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:43,  1.52s/it, loss=0.360, mat=0.004, sens=0.714, deg=0.000]
Ep 036/100 [S3:+sens]:  75%|█▍| 197/264 [04:59<01:41,  1.52s/it, loss=0.360, mat=0.004, sens=0.714, deg=0.000]
Ep 036/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:41,  1.52s/it, loss=0.361, mat=0.005, sens=0.712, deg=0.000]
Ep 036/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:40,  1.52s/it, loss=0.361, mat=0.005, sens=0.712, deg=0.000]
Ep 036/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:40,  1.52s/it, loss=0.385, mat=0.004, sens=0.761, deg=0.000]
Ep 036/100 [S3:+sens]:  75%|█▌| 199/264 [05:02<01:38,  1.51s/it, loss=0.385, mat=0.004, sens=0.761, deg=0.000]
Ep 036/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.51s/it, loss=0.390, mat=0.003, sens=0.773, deg=0.000]
Ep 036/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:36,  1.51s/it, loss=0.390, mat=0.003, sens=0.773, deg=0.000]
Ep 036/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:36,  1.51s/it, loss=0.459, mat=0.004, sens=0.903, deg=0.000]
Ep 036/100 [S3:+sens]:  76%|█▌| 201/264 [05:05<01:35,  1.51s/it, loss=0.459, mat=0.004, sens=0.903, deg=0.000]
Ep 036/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.51s/it, loss=0.362, mat=0.002, sens=0.703, deg=0.000]
Ep 036/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:33,  1.51s/it, loss=0.362, mat=0.002, sens=0.703, deg=0.000]
Ep 036/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:33,  1.51s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.001]
Ep 036/100 [S3:+sens]:  77%|█▌| 203/264 [05:08<01:32,  1.51s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.001]
Ep 036/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:32,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:30,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:30,  1.51s/it, loss=0.375, mat=0.003, sens=0.742, deg=0.000]
Ep 036/100 [S3:+sens]:  78%|█▌| 205/264 [05:11<01:29,  1.51s/it, loss=0.375, mat=0.003, sens=0.742, deg=0.000]
Ep 036/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.51s/it, loss=0.381, mat=0.005, sens=0.738, deg=0.000]
Ep 036/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:27,  1.51s/it, loss=0.381, mat=0.005, sens=0.738, deg=0.000]
Ep 036/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:27,  1.51s/it, loss=0.377, mat=0.006, sens=0.738, deg=0.000]
Ep 036/100 [S3:+sens]:  78%|█▌| 207/264 [05:14<01:26,  1.51s/it, loss=0.377, mat=0.006, sens=0.738, deg=0.000]
Ep 036/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:26,  1.51s/it, loss=0.392, mat=0.002, sens=0.767, deg=0.000]
Ep 036/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:25,  1.53s/it, loss=0.392, mat=0.002, sens=0.767, deg=0.000]
Ep 036/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:25,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  79%|█▌| 209/264 [05:17<01:23,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  80%|█▌| 210/264 [05:19<01:22,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:22,  1.52s/it, loss=0.367, mat=0.003, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  80%|█▌| 211/264 [05:20<01:20,  1.52s/it, loss=0.367, mat=0.003, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.52s/it, loss=0.382, mat=0.006, sens=0.751, deg=0.000]
Ep 036/100 [S3:+sens]:  80%|█▌| 212/264 [05:22<01:18,  1.52s/it, loss=0.382, mat=0.006, sens=0.751, deg=0.000]
Ep 036/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:18,  1.52s/it, loss=0.478, mat=0.005, sens=0.938, deg=0.000]
Ep 036/100 [S3:+sens]:  81%|█▌| 213/264 [05:23<01:17,  1.51s/it, loss=0.478, mat=0.005, sens=0.938, deg=0.000]
Ep 036/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.51s/it, loss=0.381, mat=0.003, sens=0.751, deg=0.000]
Ep 036/100 [S3:+sens]:  81%|█▌| 214/264 [05:25<01:15,  1.51s/it, loss=0.381, mat=0.003, sens=0.751, deg=0.000]
Ep 036/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:15,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  81%|█▋| 215/264 [05:26<01:13,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:13,  1.51s/it, loss=0.377, mat=0.003, sens=0.744, deg=0.000]
Ep 036/100 [S3:+sens]:  82%|█▋| 216/264 [05:28<01:12,  1.51s/it, loss=0.377, mat=0.003, sens=0.744, deg=0.000]
Ep 036/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:12,  1.51s/it, loss=0.369, mat=0.003, sens=0.732, deg=0.000]
Ep 036/100 [S3:+sens]:  82%|█▋| 217/264 [05:29<01:10,  1.51s/it, loss=0.369, mat=0.003, sens=0.732, deg=0.000]
Ep 036/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:10,  1.51s/it, loss=0.360, mat=0.003, sens=0.712, deg=0.000]
Ep 036/100 [S3:+sens]:  83%|█▋| 218/264 [05:31<01:10,  1.52s/it, loss=0.360, mat=0.003, sens=0.712, deg=0.000]
Ep 036/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:10,  1.52s/it, loss=0.380, mat=0.007, sens=0.748, deg=0.001]
Ep 036/100 [S3:+sens]:  83%|█▋| 219/264 [05:32<01:08,  1.52s/it, loss=0.380, mat=0.007, sens=0.748, deg=0.001]
Ep 036/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.368, mat=0.002, sens=0.727, deg=0.000]
Ep 036/100 [S3:+sens]:  83%|█▋| 220/264 [05:34<01:06,  1.52s/it, loss=0.368, mat=0.002, sens=0.727, deg=0.000]
Ep 036/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:06,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  84%|█▋| 221/264 [05:35<01:05,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.52s/it, loss=0.366, mat=0.004, sens=0.722, deg=0.000]
Ep 036/100 [S3:+sens]:  84%|█▋| 222/264 [05:37<01:03,  1.51s/it, loss=0.366, mat=0.004, sens=0.722, deg=0.000]
Ep 036/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.51s/it, loss=0.381, mat=0.004, sens=0.755, deg=0.000]
Ep 036/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:02,  1.54s/it, loss=0.381, mat=0.004, sens=0.755, deg=0.000]
Ep 036/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.54s/it, loss=0.381, mat=0.003, sens=0.754, deg=0.000]
Ep 036/100 [S3:+sens]:  85%|█▋| 224/264 [05:40<01:01,  1.53s/it, loss=0.381, mat=0.003, sens=0.754, deg=0.000]
Ep 036/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:01,  1.53s/it, loss=0.348, mat=0.005, sens=0.690, deg=0.000]
Ep 036/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:59,  1.52s/it, loss=0.348, mat=0.005, sens=0.690, deg=0.000]
Ep 036/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.52s/it, loss=0.381, mat=0.004, sens=0.752, deg=0.000]
Ep 036/100 [S3:+sens]:  86%|█▋| 226/264 [05:43<00:57,  1.52s/it, loss=0.381, mat=0.004, sens=0.752, deg=0.000]
Ep 036/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:56,  1.52s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:56,  1.52s/it, loss=0.361, mat=0.004, sens=0.708, deg=0.000]
Ep 036/100 [S3:+sens]:  86%|█▋| 228/264 [05:46<00:54,  1.52s/it, loss=0.361, mat=0.004, sens=0.708, deg=0.000]
Ep 036/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:52,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:52,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  87%|█▋| 230/264 [05:49<00:51,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.51s/it, loss=0.490, mat=0.003, sens=0.973, deg=0.000]
Ep 036/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:49,  1.51s/it, loss=0.490, mat=0.003, sens=0.973, deg=0.000]
Ep 036/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:49,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  88%|█▊| 232/264 [05:52<00:48,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.51s/it, loss=0.362, mat=0.004, sens=0.714, deg=0.001]
Ep 036/100 [S3:+sens]:  88%|█▊| 233/264 [05:54<00:46,  1.51s/it, loss=0.362, mat=0.004, sens=0.714, deg=0.001]
Ep 036/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:46,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  89%|█▊| 234/264 [05:55<00:45,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.51s/it, loss=0.370, mat=0.004, sens=0.732, deg=0.000]
Ep 036/100 [S3:+sens]:  89%|█▊| 235/264 [05:57<00:44,  1.53s/it, loss=0.370, mat=0.004, sens=0.732, deg=0.000]
Ep 036/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  89%|█▊| 236/264 [05:58<00:42,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:42,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  90%|█▊| 237/264 [06:00<00:40,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:40,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  90%|█▊| 238/264 [06:01<00:39,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  91%|█▊| 239/264 [06:03<00:37,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:37,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  91%|█▊| 240/264 [06:04<00:36,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  91%|█▊| 240/264 [06:06<00:36,  1.51s/it, loss=0.365, mat=0.006, sens=0.715, deg=0.000]
Ep 036/100 [S3:+sens]:  91%|█▊| 241/264 [06:06<00:34,  1.51s/it, loss=0.365, mat=0.006, sens=0.715, deg=0.000]
Ep 036/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:34,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  92%|█▊| 242/264 [06:07<00:33,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  92%|█▊| 242/264 [06:09<00:33,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  92%|█▊| 243/264 [06:09<00:32,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:32,  1.52s/it, loss=0.370, mat=0.004, sens=0.732, deg=0.000]
Ep 036/100 [S3:+sens]:  92%|█▊| 244/264 [06:10<00:30,  1.52s/it, loss=0.370, mat=0.004, sens=0.732, deg=0.000]
Ep 036/100 [S3:+sens]:  92%|█▊| 244/264 [06:12<00:30,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  93%|█▊| 245/264 [06:12<00:28,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.354, mat=0.003, sens=0.702, deg=0.000]
Ep 036/100 [S3:+sens]:  93%|█▊| 246/264 [06:13<00:27,  1.52s/it, loss=0.354, mat=0.003, sens=0.702, deg=0.000]
Ep 036/100 [S3:+sens]:  93%|█▊| 246/264 [06:15<00:27,  1.52s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  94%|█▊| 247/264 [06:15<00:25,  1.51s/it, loss=0.007, mat=0.007, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  94%|█▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  94%|█▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  95%|█▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  95%|█▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  95%|█▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.447, mat=0.005, sens=0.886, deg=0.000]
Ep 036/100 [S3:+sens]:  96%|█▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.447, mat=0.005, sens=0.886, deg=0.000]
Ep 036/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  97%|█▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.370, mat=0.004, sens=0.732, deg=0.000]
Ep 036/100 [S3:+sens]:  97%|█▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.370, mat=0.004, sens=0.732, deg=0.000]
Ep 036/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.387, mat=0.004, sens=0.760, deg=0.000]
Ep 036/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.387, mat=0.004, sens=0.760, deg=0.000]
Ep 036/100 [S3:+sens]:  98%|█▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.022, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  98%|█▉| 259/264 [06:33<00:07,  1.52s/it, loss=0.022, mat=0.004, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.015, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.015, mat=0.003, sens=0.000, deg=0.000]
Ep 036/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.366, mat=0.004, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  99%|█▉| 261/264 [06:36<00:04,  1.52s/it, loss=0.366, mat=0.004, sens=0.723, deg=0.000]
Ep 036/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.428, mat=0.005, sens=0.829, deg=0.000]
Ep 036/100 [S3:+sens]:  99%|█▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.428, mat=0.005, sens=0.829, deg=0.000]
Ep 036/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.419, mat=0.006, sens=0.820, deg=0.000]
Ep 036/100 [S3:+sens]: 100%|█▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.419, mat=0.006, sens=0.820, deg=0.000]
Ep 036/100 [S3:+sens]: 100%|█▉| 263/264 [06:41<00:01,  1.51s/it, loss=0.496, mat=0.005, sens=0.968, deg=0.000]
Ep 036/100 [S3:+sens]: 100%|██| 264/264 [06:41<00:00,  1.51s/it, loss=0.496, mat=0.005, sens=0.968, deg=0.000]
                                                                                                              
Epoch 036/100 [S3:+sens]  loss=0.2077  mat=0.0044  sens=0.4042  deg=0.0002  orth=0.0034  α=0.5 β=0.5 γ=0.3  401s

Ep 037/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 037/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:57,  2.27s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:57,  2.27s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   1%|    | 2/264 [00:03<08:01,  1.84s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   1%|    | 2/264 [00:05<08:01,  1.84s/it, loss=0.385, mat=0.004, sens=0.762, deg=0.000]
Ep 037/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:21,  1.69s/it, loss=0.385, mat=0.004, sens=0.762, deg=0.000]
Ep 037/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:21,  1.69s/it, loss=0.362, mat=0.003, sens=0.708, deg=0.000]
Ep 037/100 [S3:+sens]:   2%|    | 4/264 [00:06<07:12,  1.66s/it, loss=0.362, mat=0.003, sens=0.708, deg=0.000]
Ep 037/100 [S3:+sens]:   2%|    | 4/264 [00:08<07:12,  1.66s/it, loss=0.385, mat=0.005, sens=0.756, deg=0.000]
Ep 037/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:55,  1.60s/it, loss=0.385, mat=0.005, sens=0.756, deg=0.000]
Ep 037/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:55,  1.60s/it, loss=0.387, mat=0.005, sens=0.747, deg=0.000]
Ep 037/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:44,  1.57s/it, loss=0.387, mat=0.005, sens=0.747, deg=0.000]
Ep 037/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:44,  1.57s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:37,  1.55s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:37,  1.55s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:32,  1.53s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:32,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:29,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:26,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:26,  1.52s/it, loss=0.382, mat=0.004, sens=0.754, deg=0.000]
Ep 037/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:23,  1.52s/it, loss=0.382, mat=0.004, sens=0.754, deg=0.000]
Ep 037/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:23,  1.52s/it, loss=0.378, mat=0.006, sens=0.735, deg=0.000]
Ep 037/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:21,  1.51s/it, loss=0.378, mat=0.006, sens=0.735, deg=0.000]
Ep 037/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:21,  1.51s/it, loss=0.383, mat=0.005, sens=0.757, deg=0.000]
Ep 037/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:19,  1.51s/it, loss=0.383, mat=0.005, sens=0.757, deg=0.000]
Ep 037/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:19,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:17,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:17,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:15,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:15,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:19,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:19,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:15,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:15,  1.52s/it, loss=0.382, mat=0.004, sens=0.751, deg=0.000]
Ep 037/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:12,  1.52s/it, loss=0.382, mat=0.004, sens=0.751, deg=0.000]
Ep 037/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:12,  1.52s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 037/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:10,  1.51s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 037/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:10,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 037/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:08,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 037/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:08,  1.51s/it, loss=0.375, mat=0.004, sens=0.743, deg=0.000]
Ep 037/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:06,  1.51s/it, loss=0.375, mat=0.004, sens=0.743, deg=0.000]
Ep 037/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:06,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:05,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:05,  1.51s/it, loss=0.455, mat=0.003, sens=0.903, deg=0.000]
Ep 037/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:04,  1.51s/it, loss=0.455, mat=0.003, sens=0.903, deg=0.000]
Ep 037/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:04,  1.51s/it, loss=0.454, mat=0.003, sens=0.900, deg=0.000]
Ep 037/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:02,  1.51s/it, loss=0.454, mat=0.003, sens=0.900, deg=0.000]
Ep 037/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:02,  1.51s/it, loss=0.386, mat=0.005, sens=0.752, deg=0.000]
Ep 037/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:00,  1.51s/it, loss=0.386, mat=0.005, sens=0.752, deg=0.000]
Ep 037/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:00,  1.51s/it, loss=0.373, mat=0.004, sens=0.724, deg=0.000]
Ep 037/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<05:58,  1.51s/it, loss=0.373, mat=0.004, sens=0.724, deg=0.000]
Ep 037/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<05:58,  1.51s/it, loss=0.392, mat=0.003, sens=0.771, deg=0.000]
Ep 037/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:59,  1.52s/it, loss=0.392, mat=0.003, sens=0.771, deg=0.000]
Ep 037/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<05:59,  1.52s/it, loss=0.360, mat=0.004, sens=0.711, deg=0.000]
Ep 037/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:57,  1.52s/it, loss=0.360, mat=0.004, sens=0.711, deg=0.000]
Ep 037/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:57,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:55,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:55,  1.51s/it, loss=0.379, mat=0.006, sens=0.746, deg=0.000]
Ep 037/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:54,  1.51s/it, loss=0.379, mat=0.006, sens=0.746, deg=0.000]
Ep 037/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:54,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:52,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:52,  1.51s/it, loss=0.374, mat=0.005, sens=0.738, deg=0.000]
Ep 037/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:51,  1.51s/it, loss=0.374, mat=0.005, sens=0.738, deg=0.000]
Ep 037/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:51,  1.51s/it, loss=0.378, mat=0.005, sens=0.751, deg=0.000]
Ep 037/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:49,  1.51s/it, loss=0.378, mat=0.005, sens=0.751, deg=0.000]
Ep 037/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:49,  1.51s/it, loss=0.375, mat=0.004, sens=0.744, deg=0.000]
Ep 037/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:47,  1.51s/it, loss=0.375, mat=0.004, sens=0.744, deg=0.000]
Ep 037/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:47,  1.51s/it, loss=0.363, mat=0.006, sens=0.716, deg=0.000]
Ep 037/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:51,  1.53s/it, loss=0.363, mat=0.006, sens=0.716, deg=0.000]
Ep 037/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:51,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:48,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:48,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:45,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:45,  1.52s/it, loss=0.380, mat=0.004, sens=0.751, deg=0.000]
Ep 037/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:42,  1.52s/it, loss=0.380, mat=0.004, sens=0.751, deg=0.000]
Ep 037/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:42,  1.52s/it, loss=0.426, mat=0.004, sens=0.844, deg=0.000]
Ep 037/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:41,  1.52s/it, loss=0.426, mat=0.004, sens=0.844, deg=0.000]
Ep 037/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:41,  1.52s/it, loss=0.379, mat=0.005, sens=0.746, deg=0.000]
Ep 037/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:39,  1.51s/it, loss=0.379, mat=0.005, sens=0.746, deg=0.000]
Ep 037/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:39,  1.51s/it, loss=0.360, mat=0.005, sens=0.710, deg=0.000]
Ep 037/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:37,  1.51s/it, loss=0.360, mat=0.005, sens=0.710, deg=0.000]
Ep 037/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:37,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:35,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:35,  1.51s/it, loss=0.370, mat=0.004, sens=0.734, deg=0.000]
Ep 037/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:34,  1.51s/it, loss=0.370, mat=0.004, sens=0.734, deg=0.000]
Ep 037/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:34,  1.51s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:32,  1.51s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:32,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:31,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:31,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:29,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:29,  1.51s/it, loss=0.366, mat=0.005, sens=0.720, deg=0.000]
Ep 037/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:28,  1.51s/it, loss=0.366, mat=0.005, sens=0.720, deg=0.000]
Ep 037/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:28,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:27,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:27,  1.51s/it, loss=0.362, mat=0.003, sens=0.716, deg=0.000]
Ep 037/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:31,  1.54s/it, loss=0.362, mat=0.003, sens=0.716, deg=0.000]
Ep 037/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:31,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:28,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:28,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:28,  1.54s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:25,  1.54s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:25,  1.54s/it, loss=0.378, mat=0.004, sens=0.748, deg=0.000]
Ep 037/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:23,  1.53s/it, loss=0.378, mat=0.004, sens=0.748, deg=0.000]
Ep 037/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:23,  1.53s/it, loss=0.360, mat=0.006, sens=0.706, deg=0.009]
Ep 037/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:20,  1.53s/it, loss=0.360, mat=0.006, sens=0.706, deg=0.009]
Ep 037/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:20,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:18,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:18,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:16,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:16,  1.52s/it, loss=0.386, mat=0.006, sens=0.761, deg=0.000]
Ep 037/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:14,  1.52s/it, loss=0.386, mat=0.006, sens=0.761, deg=0.000]
Ep 037/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:14,  1.52s/it, loss=0.366, mat=0.003, sens=0.726, deg=0.000]
Ep 037/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:13,  1.52s/it, loss=0.366, mat=0.003, sens=0.726, deg=0.000]
Ep 037/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:13,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:11,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:11,  1.52s/it, loss=0.549, mat=0.006, sens=1.090, deg=0.000]
Ep 037/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:09,  1.52s/it, loss=0.549, mat=0.006, sens=1.090, deg=0.000]
Ep 037/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:09,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:12,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:12,  1.54s/it, loss=0.351, mat=0.003, sens=0.697, deg=0.000]
Ep 037/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:08,  1.53s/it, loss=0.351, mat=0.003, sens=0.697, deg=0.000]
Ep 037/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:08,  1.53s/it, loss=0.380, mat=0.004, sens=0.752, deg=0.000]
Ep 037/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:06,  1.53s/it, loss=0.380, mat=0.004, sens=0.752, deg=0.000]
Ep 037/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:06,  1.53s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.001]
Ep 037/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:04,  1.52s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.001]
Ep 037/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:04,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:02,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:02,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<05:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:00,  1.52s/it, loss=0.399, mat=0.004, sens=0.782, deg=0.000]
Ep 037/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:58,  1.52s/it, loss=0.399, mat=0.004, sens=0.782, deg=0.000]
Ep 037/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<04:58,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:56,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:56,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:55,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:55,  1.51s/it, loss=0.413, mat=0.005, sens=0.819, deg=0.000]
Ep 037/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:54,  1.52s/it, loss=0.413, mat=0.005, sens=0.819, deg=0.000]
Ep 037/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:54,  1.52s/it, loss=0.457, mat=0.004, sens=0.907, deg=0.000]
Ep 037/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:52,  1.51s/it, loss=0.457, mat=0.004, sens=0.907, deg=0.000]
Ep 037/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:52,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:50,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:50,  1.51s/it, loss=0.376, mat=0.003, sens=0.742, deg=0.000]
Ep 037/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:48,  1.51s/it, loss=0.376, mat=0.003, sens=0.742, deg=0.000]
Ep 037/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:48,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:47,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:47,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:48,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:48,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:46,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:46,  1.52s/it, loss=0.381, mat=0.003, sens=0.754, deg=0.000]
Ep 037/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:44,  1.52s/it, loss=0.381, mat=0.003, sens=0.754, deg=0.000]
Ep 037/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:44,  1.52s/it, loss=0.391, mat=0.006, sens=0.771, deg=0.000]
Ep 037/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:42,  1.52s/it, loss=0.391, mat=0.006, sens=0.771, deg=0.000]
Ep 037/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:42,  1.52s/it, loss=0.411, mat=0.004, sens=0.810, deg=0.000]
Ep 037/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:44,  1.54s/it, loss=0.411, mat=0.004, sens=0.810, deg=0.000]
Ep 037/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:44,  1.54s/it, loss=0.368, mat=0.004, sens=0.728, deg=0.000]
Ep 037/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:42,  1.53s/it, loss=0.368, mat=0.004, sens=0.728, deg=0.000]
Ep 037/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:42,  1.53s/it, loss=0.401, mat=0.008, sens=0.788, deg=0.001]
Ep 037/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:40,  1.53s/it, loss=0.401, mat=0.008, sens=0.788, deg=0.001]
Ep 037/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:40,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:37,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:37,  1.53s/it, loss=0.375, mat=0.003, sens=0.743, deg=0.000]
Ep 037/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:35,  1.52s/it, loss=0.375, mat=0.003, sens=0.743, deg=0.000]
Ep 037/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:35,  1.52s/it, loss=0.390, mat=0.006, sens=0.769, deg=0.000]
Ep 037/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:33,  1.52s/it, loss=0.390, mat=0.006, sens=0.769, deg=0.000]
Ep 037/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:33,  1.52s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 037/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:31,  1.52s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 037/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:31,  1.52s/it, loss=0.396, mat=0.004, sens=0.785, deg=0.000]
Ep 037/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:29,  1.52s/it, loss=0.396, mat=0.004, sens=0.785, deg=0.000]
Ep 037/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:29,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:28,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:28,  1.52s/it, loss=0.381, mat=0.004, sens=0.752, deg=0.000]
Ep 037/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:27,  1.52s/it, loss=0.381, mat=0.004, sens=0.752, deg=0.000]
Ep 037/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:27,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:25,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:25,  1.52s/it, loss=0.408, mat=0.005, sens=0.806, deg=0.000]
Ep 037/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:23,  1.51s/it, loss=0.408, mat=0.005, sens=0.806, deg=0.000]
Ep 037/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:23,  1.51s/it, loss=0.386, mat=0.004, sens=0.762, deg=0.000]
Ep 037/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:22,  1.52s/it, loss=0.386, mat=0.004, sens=0.762, deg=0.000]
Ep 037/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:22,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:20,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:20,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:19,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:19,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:21,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:21,  1.54s/it, loss=0.397, mat=0.004, sens=0.788, deg=0.000]
Ep 037/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:18,  1.53s/it, loss=0.397, mat=0.004, sens=0.788, deg=0.000]
Ep 037/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:18,  1.53s/it, loss=0.352, mat=0.004, sens=0.697, deg=0.000]
Ep 037/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:16,  1.53s/it, loss=0.352, mat=0.004, sens=0.697, deg=0.000]
Ep 037/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:16,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:13,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:13,  1.52s/it, loss=0.381, mat=0.004, sens=0.750, deg=0.000]
Ep 037/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:12,  1.52s/it, loss=0.381, mat=0.004, sens=0.750, deg=0.000]
Ep 037/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:12,  1.52s/it, loss=0.370, mat=0.004, sens=0.734, deg=0.000]
Ep 037/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:12,  1.53s/it, loss=0.370, mat=0.004, sens=0.734, deg=0.000]
Ep 037/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:12,  1.53s/it, loss=0.392, mat=0.004, sens=0.777, deg=0.000]
Ep 037/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:10,  1.53s/it, loss=0.392, mat=0.004, sens=0.777, deg=0.000]
Ep 037/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:10,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:08,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:06,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:04,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:04,  1.52s/it, loss=0.394, mat=0.004, sens=0.778, deg=0.000]
Ep 037/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:02,  1.51s/it, loss=0.394, mat=0.004, sens=0.778, deg=0.000]
Ep 037/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:02,  1.51s/it, loss=0.391, mat=0.005, sens=0.771, deg=0.000]
Ep 037/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:00,  1.51s/it, loss=0.391, mat=0.005, sens=0.771, deg=0.000]
Ep 037/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:00,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<04:02,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:02,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<04:00,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<04:00,  1.53s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 037/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:57,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 037/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:57,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:55,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:55,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:53,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:53,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:51,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:49,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:49,  1.51s/it, loss=0.390, mat=0.005, sens=0.768, deg=0.000]
Ep 037/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:48,  1.51s/it, loss=0.390, mat=0.005, sens=0.768, deg=0.000]
Ep 037/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:48,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:47,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:47,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:45,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:45,  1.51s/it, loss=0.442, mat=0.003, sens=0.877, deg=0.000]
Ep 037/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:43,  1.51s/it, loss=0.442, mat=0.003, sens=0.877, deg=0.000]
Ep 037/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:43,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:42,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:41,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:41,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:39,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:39,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:37,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:37,  1.51s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:36,  1.51s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:36,  1.51s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 037/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:34,  1.51s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 037/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:34,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:33,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:33,  1.51s/it, loss=0.398, mat=0.005, sens=0.785, deg=0.000]
Ep 037/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:33,  1.52s/it, loss=0.398, mat=0.005, sens=0.785, deg=0.000]
Ep 037/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:33,  1.52s/it, loss=0.413, mat=0.006, sens=0.798, deg=0.000]
Ep 037/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:34,  1.54s/it, loss=0.413, mat=0.006, sens=0.798, deg=0.000]
Ep 037/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:34,  1.54s/it, loss=0.358, mat=0.003, sens=0.706, deg=0.000]
Ep 037/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:32,  1.54s/it, loss=0.358, mat=0.003, sens=0.706, deg=0.000]
Ep 037/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:32,  1.54s/it, loss=0.403, mat=0.007, sens=0.785, deg=0.000]
Ep 037/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:29,  1.53s/it, loss=0.403, mat=0.007, sens=0.785, deg=0.000]
Ep 037/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:29,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:27,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:27,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:26,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:26,  1.53s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:24,  1.52s/it, loss=0.005, mat=0.008, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:24,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:22,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:22,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:20,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:20,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:18,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:18,  1.52s/it, loss=0.003, mat=0.001, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:16,  1.51s/it, loss=0.003, mat=0.001, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:16,  1.51s/it, loss=0.374, mat=0.005, sens=0.738, deg=0.000]
Ep 037/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:15,  1.52s/it, loss=0.374, mat=0.005, sens=0.738, deg=0.000]
Ep 037/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:15,  1.52s/it, loss=0.378, mat=0.004, sens=0.747, deg=0.000]
Ep 037/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:14,  1.52s/it, loss=0.378, mat=0.004, sens=0.747, deg=0.000]
Ep 037/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:14,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:12,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:12,  1.51s/it, loss=0.364, mat=0.004, sens=0.722, deg=0.000]
Ep 037/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:10,  1.52s/it, loss=0.364, mat=0.004, sens=0.722, deg=0.000]
Ep 037/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:10,  1.52s/it, loss=0.373, mat=0.004, sens=0.739, deg=0.000]
Ep 037/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:12,  1.54s/it, loss=0.373, mat=0.004, sens=0.739, deg=0.000]
Ep 037/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:12,  1.54s/it, loss=0.398, mat=0.002, sens=0.790, deg=0.000]
Ep 037/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:10,  1.53s/it, loss=0.398, mat=0.002, sens=0.790, deg=0.000]
Ep 037/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:10,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:07,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:07,  1.53s/it, loss=0.485, mat=0.004, sens=0.961, deg=0.000]
Ep 037/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:05,  1.52s/it, loss=0.485, mat=0.004, sens=0.961, deg=0.000]
Ep 037/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:02,  1.52s/it, loss=0.359, mat=0.003, sens=0.709, deg=0.000]
Ep 037/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:00,  1.52s/it, loss=0.359, mat=0.003, sens=0.709, deg=0.000]
Ep 037/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:00,  1.52s/it, loss=0.415, mat=0.005, sens=0.821, deg=0.000]
Ep 037/100 [S3:+sens]:  55%|█ | 146/264 [03:42<02:58,  1.52s/it, loss=0.415, mat=0.005, sens=0.821, deg=0.000]
Ep 037/100 [S3:+sens]:  55%|█ | 146/264 [03:44<02:58,  1.52s/it, loss=0.359, mat=0.004, sens=0.712, deg=0.000]
Ep 037/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:57,  1.52s/it, loss=0.359, mat=0.004, sens=0.712, deg=0.000]
Ep 037/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:57,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:56,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:55,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:55,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:53,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:53,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 037/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:54,  1.54s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 037/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:54,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:51,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:51,  1.53s/it, loss=0.364, mat=0.003, sens=0.721, deg=0.000]
Ep 037/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:49,  1.53s/it, loss=0.364, mat=0.003, sens=0.721, deg=0.000]
Ep 037/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:49,  1.53s/it, loss=0.375, mat=0.005, sens=0.743, deg=0.000]
Ep 037/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:47,  1.52s/it, loss=0.375, mat=0.005, sens=0.743, deg=0.000]
Ep 037/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:47,  1.52s/it, loss=0.428, mat=0.003, sens=0.848, deg=0.000]
Ep 037/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:45,  1.52s/it, loss=0.428, mat=0.003, sens=0.848, deg=0.000]
Ep 037/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:45,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:43,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:43,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:42,  1.51s/it, loss=0.366, mat=0.002, sens=0.726, deg=0.000]
Ep 037/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:40,  1.51s/it, loss=0.366, mat=0.002, sens=0.726, deg=0.000]
Ep 037/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:40,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:38,  1.51s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:38,  1.51s/it, loss=0.387, mat=0.003, sens=0.764, deg=0.000]
Ep 037/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:37,  1.51s/it, loss=0.387, mat=0.003, sens=0.764, deg=0.000]
Ep 037/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:37,  1.51s/it, loss=0.386, mat=0.004, sens=0.767, deg=0.000]
Ep 037/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:35,  1.51s/it, loss=0.386, mat=0.004, sens=0.767, deg=0.000]
Ep 037/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:35,  1.51s/it, loss=0.372, mat=0.004, sens=0.734, deg=0.000]
Ep 037/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:34,  1.51s/it, loss=0.372, mat=0.004, sens=0.734, deg=0.000]
Ep 037/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:34,  1.51s/it, loss=0.371, mat=0.004, sens=0.730, deg=0.000]
Ep 037/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:32,  1.51s/it, loss=0.371, mat=0.004, sens=0.730, deg=0.000]
Ep 037/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:32,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:31,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:31,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:29,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:29,  1.51s/it, loss=0.363, mat=0.003, sens=0.719, deg=0.000]
Ep 037/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:28,  1.51s/it, loss=0.363, mat=0.003, sens=0.719, deg=0.000]
Ep 037/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:28,  1.51s/it, loss=0.383, mat=0.004, sens=0.756, deg=0.000]
Ep 037/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:26,  1.51s/it, loss=0.383, mat=0.004, sens=0.756, deg=0.000]
Ep 037/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:26,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:25,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:25,  1.51s/it, loss=0.393, mat=0.004, sens=0.777, deg=0.000]
Ep 037/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:25,  1.53s/it, loss=0.393, mat=0.004, sens=0.777, deg=0.000]
Ep 037/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:25,  1.53s/it, loss=0.415, mat=0.005, sens=0.819, deg=0.000]
Ep 037/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:23,  1.53s/it, loss=0.415, mat=0.005, sens=0.819, deg=0.000]
Ep 037/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:23,  1.53s/it, loss=0.020, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:21,  1.52s/it, loss=0.020, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:21,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:20,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:20,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:18,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:18,  1.53s/it, loss=0.364, mat=0.004, sens=0.722, deg=0.000]
Ep 037/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:17,  1.52s/it, loss=0.364, mat=0.004, sens=0.722, deg=0.000]
Ep 037/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:17,  1.52s/it, loss=0.013, mat=0.008, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:15,  1.52s/it, loss=0.013, mat=0.008, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:15,  1.52s/it, loss=0.403, mat=0.004, sens=0.797, deg=0.000]
Ep 037/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:13,  1.51s/it, loss=0.403, mat=0.004, sens=0.797, deg=0.000]
Ep 037/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.51s/it, loss=0.375, mat=0.005, sens=0.736, deg=0.000]
Ep 037/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:11,  1.51s/it, loss=0.375, mat=0.005, sens=0.736, deg=0.000]
Ep 037/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:11,  1.51s/it, loss=0.387, mat=0.005, sens=0.757, deg=0.000]
Ep 037/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:10,  1.51s/it, loss=0.387, mat=0.005, sens=0.757, deg=0.000]
Ep 037/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:10,  1.51s/it, loss=0.369, mat=0.004, sens=0.726, deg=0.000]
Ep 037/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:08,  1.51s/it, loss=0.369, mat=0.004, sens=0.726, deg=0.000]
Ep 037/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:08,  1.51s/it, loss=0.011, mat=0.007, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:07,  1.51s/it, loss=0.011, mat=0.007, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:07,  1.51s/it, loss=0.369, mat=0.003, sens=0.728, deg=0.000]
Ep 037/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:05,  1.51s/it, loss=0.369, mat=0.003, sens=0.728, deg=0.000]
Ep 037/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:05,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:04,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:02,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:02,  1.51s/it, loss=0.380, mat=0.005, sens=0.748, deg=0.000]
Ep 037/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:02,  1.54s/it, loss=0.380, mat=0.005, sens=0.748, deg=0.000]
Ep 037/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:02,  1.54s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<02:00,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.53s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:58,  1.52s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.52s/it, loss=0.400, mat=0.004, sens=0.779, deg=0.000]
Ep 037/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:57,  1.52s/it, loss=0.400, mat=0.004, sens=0.779, deg=0.000]
Ep 037/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:57,  1.52s/it, loss=0.397, mat=0.005, sens=0.786, deg=0.000]
Ep 037/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:55,  1.52s/it, loss=0.397, mat=0.005, sens=0.786, deg=0.000]
Ep 037/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.378, mat=0.005, sens=0.744, deg=0.000]
Ep 037/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.51s/it, loss=0.378, mat=0.005, sens=0.744, deg=0.000]
Ep 037/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:53,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:51,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:51,  1.51s/it, loss=0.383, mat=0.004, sens=0.757, deg=0.000]
Ep 037/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:50,  1.51s/it, loss=0.383, mat=0.004, sens=0.757, deg=0.000]
Ep 037/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:50,  1.51s/it, loss=0.433, mat=0.005, sens=0.837, deg=0.000]
Ep 037/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:48,  1.51s/it, loss=0.433, mat=0.005, sens=0.837, deg=0.000]
Ep 037/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:48,  1.51s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:47,  1.51s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:47,  1.51s/it, loss=0.406, mat=0.007, sens=0.800, deg=0.000]
Ep 037/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:45,  1.51s/it, loss=0.406, mat=0.007, sens=0.800, deg=0.000]
Ep 037/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:45,  1.51s/it, loss=0.383, mat=0.004, sens=0.755, deg=0.000]
Ep 037/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:44,  1.51s/it, loss=0.383, mat=0.004, sens=0.755, deg=0.000]
Ep 037/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:44,  1.51s/it, loss=0.397, mat=0.006, sens=0.782, deg=0.000]
Ep 037/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:45,  1.56s/it, loss=0.397, mat=0.006, sens=0.782, deg=0.000]
Ep 037/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:45,  1.56s/it, loss=0.430, mat=0.005, sens=0.844, deg=0.000]
Ep 037/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:43,  1.55s/it, loss=0.430, mat=0.005, sens=0.844, deg=0.000]
Ep 037/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:43,  1.55s/it, loss=0.373, mat=0.004, sens=0.739, deg=0.000]
Ep 037/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:41,  1.53s/it, loss=0.373, mat=0.004, sens=0.739, deg=0.000]
Ep 037/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:41,  1.53s/it, loss=0.412, mat=0.004, sens=0.810, deg=0.000]
Ep 037/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:39,  1.53s/it, loss=0.412, mat=0.004, sens=0.810, deg=0.000]
Ep 037/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:39,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:37,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.373, mat=0.003, sens=0.733, deg=0.000]
Ep 037/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.52s/it, loss=0.373, mat=0.003, sens=0.733, deg=0.000]
Ep 037/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:33,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:33,  1.51s/it, loss=0.376, mat=0.004, sens=0.724, deg=0.000]
Ep 037/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:32,  1.51s/it, loss=0.376, mat=0.004, sens=0.724, deg=0.000]
Ep 037/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:32,  1.51s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:30,  1.51s/it, loss=0.008, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:30,  1.51s/it, loss=0.378, mat=0.004, sens=0.735, deg=0.000]
Ep 037/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:29,  1.51s/it, loss=0.378, mat=0.004, sens=0.735, deg=0.000]
Ep 037/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.51s/it, loss=0.384, mat=0.007, sens=0.747, deg=0.000]
Ep 037/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:27,  1.51s/it, loss=0.384, mat=0.007, sens=0.747, deg=0.000]
Ep 037/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:27,  1.51s/it, loss=0.366, mat=0.003, sens=0.722, deg=0.000]
Ep 037/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:26,  1.51s/it, loss=0.366, mat=0.003, sens=0.722, deg=0.000]
Ep 037/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:26,  1.51s/it, loss=0.372, mat=0.005, sens=0.733, deg=0.000]
Ep 037/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:24,  1.51s/it, loss=0.372, mat=0.005, sens=0.733, deg=0.000]
Ep 037/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:24,  1.51s/it, loss=0.480, mat=0.004, sens=0.946, deg=0.000]
Ep 037/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.51s/it, loss=0.480, mat=0.004, sens=0.946, deg=0.000]
Ep 037/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  80%|█▌| 210/264 [05:19<01:21,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:21,  1.51s/it, loss=0.399, mat=0.007, sens=0.784, deg=0.000]
Ep 037/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.51s/it, loss=0.399, mat=0.007, sens=0.784, deg=0.000]
Ep 037/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  80%|█▌| 212/264 [05:22<01:18,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:18,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:17,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.51s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  81%|█▌| 214/264 [05:25<01:15,  1.51s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:15,  1.51s/it, loss=0.383, mat=0.003, sens=0.759, deg=0.000]
Ep 037/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:15,  1.53s/it, loss=0.383, mat=0.003, sens=0.759, deg=0.000]
Ep 037/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:15,  1.53s/it, loss=0.403, mat=0.004, sens=0.793, deg=0.000]
Ep 037/100 [S3:+sens]:  82%|█▋| 216/264 [05:28<01:13,  1.53s/it, loss=0.403, mat=0.004, sens=0.793, deg=0.000]
Ep 037/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:11,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:11,  1.52s/it, loss=0.392, mat=0.004, sens=0.777, deg=0.000]
Ep 037/100 [S3:+sens]:  83%|█▋| 218/264 [05:31<01:09,  1.52s/it, loss=0.392, mat=0.004, sens=0.777, deg=0.000]
Ep 037/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:09,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  83%|█▋| 220/264 [05:34<01:06,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.51s/it, loss=0.429, mat=0.004, sens=0.849, deg=0.000]
Ep 037/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:05,  1.53s/it, loss=0.429, mat=0.004, sens=0.849, deg=0.000]
Ep 037/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.53s/it, loss=0.367, mat=0.004, sens=0.728, deg=0.000]
Ep 037/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:03,  1.52s/it, loss=0.367, mat=0.004, sens=0.728, deg=0.000]
Ep 037/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:02,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:00,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:00,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:59,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.51s/it, loss=0.375, mat=0.004, sens=0.740, deg=0.000]
Ep 037/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:55,  1.51s/it, loss=0.375, mat=0.004, sens=0.740, deg=0.000]
Ep 037/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:55,  1.51s/it, loss=0.421, mat=0.005, sens=0.833, deg=0.000]
Ep 037/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:54,  1.51s/it, loss=0.421, mat=0.005, sens=0.833, deg=0.000]
Ep 037/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.51s/it, loss=0.374, mat=0.005, sens=0.738, deg=0.000]
Ep 037/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:53,  1.54s/it, loss=0.374, mat=0.005, sens=0.738, deg=0.000]
Ep 037/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.54s/it, loss=0.430, mat=0.003, sens=0.854, deg=0.000]
Ep 037/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:52,  1.53s/it, loss=0.430, mat=0.003, sens=0.854, deg=0.000]
Ep 037/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:52,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 037/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:50,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 037/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.52s/it, loss=0.366, mat=0.003, sens=0.726, deg=0.000]
Ep 037/100 [S3:+sens]:  88%|█▊| 233/264 [05:54<00:47,  1.52s/it, loss=0.366, mat=0.003, sens=0.726, deg=0.000]
Ep 037/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.52s/it, loss=0.389, mat=0.003, sens=0.768, deg=0.000]
Ep 037/100 [S3:+sens]:  89%|█▊| 235/264 [05:57<00:43,  1.52s/it, loss=0.389, mat=0.003, sens=0.768, deg=0.000]
Ep 037/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:43,  1.52s/it, loss=0.399, mat=0.003, sens=0.788, deg=0.000]
Ep 037/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.52s/it, loss=0.399, mat=0.003, sens=0.788, deg=0.000]
Ep 037/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:42,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  90%|█▊| 237/264 [06:00<00:40,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:40,  1.51s/it, loss=0.386, mat=0.002, sens=0.768, deg=0.000]
Ep 037/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.52s/it, loss=0.386, mat=0.002, sens=0.768, deg=0.000]
Ep 037/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.52s/it, loss=0.400, mat=0.007, sens=0.785, deg=0.000]
Ep 037/100 [S3:+sens]:  91%|█▊| 239/264 [06:03<00:37,  1.51s/it, loss=0.400, mat=0.007, sens=0.785, deg=0.000]
Ep 037/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:37,  1.51s/it, loss=0.379, mat=0.005, sens=0.745, deg=0.000]
Ep 037/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.51s/it, loss=0.379, mat=0.005, sens=0.745, deg=0.000]
Ep 037/100 [S3:+sens]:  91%|█▊| 240/264 [06:06<00:36,  1.51s/it, loss=0.382, mat=0.004, sens=0.748, deg=0.000]
Ep 037/100 [S3:+sens]:  91%|█▊| 241/264 [06:06<00:35,  1.54s/it, loss=0.382, mat=0.004, sens=0.748, deg=0.000]
Ep 037/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:35,  1.54s/it, loss=0.377, mat=0.005, sens=0.745, deg=0.000]
Ep 037/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.53s/it, loss=0.377, mat=0.005, sens=0.745, deg=0.000]
Ep 037/100 [S3:+sens]:  92%|█▊| 242/264 [06:09<00:33,  1.53s/it, loss=0.360, mat=0.004, sens=0.708, deg=0.000]
Ep 037/100 [S3:+sens]:  92%|█▊| 243/264 [06:09<00:31,  1.52s/it, loss=0.360, mat=0.004, sens=0.708, deg=0.000]
Ep 037/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.373, mat=0.006, sens=0.726, deg=0.000]
Ep 037/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.373, mat=0.006, sens=0.726, deg=0.000]
Ep 037/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.383, mat=0.005, sens=0.752, deg=0.000]
Ep 037/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:29,  1.53s/it, loss=0.383, mat=0.005, sens=0.752, deg=0.000]
Ep 037/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:29,  1.53s/it, loss=0.393, mat=0.004, sens=0.758, deg=0.000]
Ep 037/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.53s/it, loss=0.393, mat=0.004, sens=0.758, deg=0.000]
Ep 037/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.53s/it, loss=0.381, mat=0.005, sens=0.754, deg=0.000]
Ep 037/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.52s/it, loss=0.381, mat=0.005, sens=0.754, deg=0.000]
Ep 037/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.389, mat=0.004, sens=0.765, deg=0.000]
Ep 037/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.389, mat=0.004, sens=0.765, deg=0.000]
Ep 037/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.373, mat=0.004, sens=0.737, deg=0.000]
Ep 037/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.373, mat=0.004, sens=0.737, deg=0.000]
Ep 037/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.384, mat=0.004, sens=0.743, deg=0.000]
Ep 037/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.52s/it, loss=0.384, mat=0.004, sens=0.743, deg=0.000]
Ep 037/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.404, mat=0.007, sens=0.784, deg=0.000]
Ep 037/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.404, mat=0.007, sens=0.784, deg=0.000]
Ep 037/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.51s/it, loss=0.393, mat=0.004, sens=0.761, deg=0.000]
Ep 037/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.393, mat=0.004, sens=0.761, deg=0.000]
Ep 037/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.51s/it, loss=0.370, mat=0.002, sens=0.733, deg=0.000]
Ep 037/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.370, mat=0.002, sens=0.733, deg=0.000]
Ep 037/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.51s/it, loss=0.011, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.011, mat=0.005, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.361, mat=0.003, sens=0.715, deg=0.000]
Ep 037/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.361, mat=0.003, sens=0.715, deg=0.000]
Ep 037/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.387, mat=0.003, sens=0.759, deg=0.000]
Ep 037/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.387, mat=0.003, sens=0.759, deg=0.000]
Ep 037/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.378, mat=0.004, sens=0.745, deg=0.000]
Ep 037/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.53s/it, loss=0.378, mat=0.004, sens=0.745, deg=0.000]
Ep 037/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.53s/it, loss=0.389, mat=0.005, sens=0.763, deg=0.000]
Ep 037/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.53s/it, loss=0.389, mat=0.005, sens=0.763, deg=0.000]
Ep 037/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.367, mat=0.005, sens=0.717, deg=0.000]
Ep 037/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.367, mat=0.005, sens=0.717, deg=0.000]
Ep 037/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.422, mat=0.003, sens=0.835, deg=0.000]
Ep 037/100 [S3:+sens]:  99%|█▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.422, mat=0.003, sens=0.835, deg=0.000]
Ep 037/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.381, mat=0.003, sens=0.753, deg=0.000]
Ep 037/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.381, mat=0.003, sens=0.753, deg=0.000]
Ep 037/100 [S3:+sens]: 100%|█▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 037/100 [S3:+sens]: 100%|██| 264/264 [06:41<00:00,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
                                                                                                              
Epoch 037/100 [S3:+sens]  loss=0.2228  mat=0.0043  sens=0.4347  deg=0.0002  orth=0.0032  α=0.5 β=0.5 γ=0.3  402s

Ep 038/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 038/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.361, mat=0.003, sens=0.715, deg=0.000]
Ep 038/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:07,  2.08s/it, loss=0.361, mat=0.003, sens=0.715, deg=0.000]
Ep 038/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:07,  2.08s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:36,  1.74s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:36,  1.74s/it, loss=0.401, mat=0.005, sens=0.791, deg=0.000]
Ep 038/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:06,  1.64s/it, loss=0.401, mat=0.005, sens=0.791, deg=0.000]
Ep 038/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:06,  1.64s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:51,  1.58s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:51,  1.58s/it, loss=0.397, mat=0.005, sens=0.778, deg=0.000]
Ep 038/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:46,  1.57s/it, loss=0.397, mat=0.005, sens=0.778, deg=0.000]
Ep 038/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:46,  1.57s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:39,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:39,  1.55s/it, loss=0.380, mat=0.003, sens=0.748, deg=0.000]
Ep 038/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:35,  1.54s/it, loss=0.380, mat=0.003, sens=0.748, deg=0.000]
Ep 038/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:35,  1.54s/it, loss=0.387, mat=0.005, sens=0.754, deg=0.000]
Ep 038/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:31,  1.53s/it, loss=0.387, mat=0.005, sens=0.754, deg=0.000]
Ep 038/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:31,  1.53s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:28,  1.52s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:28,  1.52s/it, loss=0.362, mat=0.006, sens=0.716, deg=0.000]
Ep 038/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:25,  1.52s/it, loss=0.362, mat=0.006, sens=0.716, deg=0.000]
Ep 038/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:25,  1.52s/it, loss=0.372, mat=0.002, sens=0.737, deg=0.000]
Ep 038/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:23,  1.51s/it, loss=0.372, mat=0.002, sens=0.737, deg=0.000]
Ep 038/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:23,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:30,  1.55s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:30,  1.55s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:25,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:25,  1.53s/it, loss=0.402, mat=0.006, sens=0.786, deg=0.000]
Ep 038/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:21,  1.53s/it, loss=0.402, mat=0.006, sens=0.786, deg=0.000]
Ep 038/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:21,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:18,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:18,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:16,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:16,  1.52s/it, loss=0.382, mat=0.003, sens=0.745, deg=0.000]
Ep 038/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:14,  1.52s/it, loss=0.382, mat=0.003, sens=0.745, deg=0.000]
Ep 038/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:14,  1.52s/it, loss=0.372, mat=0.005, sens=0.734, deg=0.000]
Ep 038/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:12,  1.51s/it, loss=0.372, mat=0.005, sens=0.734, deg=0.000]
Ep 038/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:12,  1.51s/it, loss=0.392, mat=0.004, sens=0.771, deg=0.000]
Ep 038/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:10,  1.51s/it, loss=0.392, mat=0.004, sens=0.771, deg=0.000]
Ep 038/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:10,  1.51s/it, loss=0.400, mat=0.005, sens=0.786, deg=0.000]
Ep 038/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:08,  1.51s/it, loss=0.400, mat=0.005, sens=0.786, deg=0.000]
Ep 038/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:08,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:06,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:06,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:05,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:05,  1.51s/it, loss=0.377, mat=0.005, sens=0.739, deg=0.000]
Ep 038/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:04,  1.51s/it, loss=0.377, mat=0.005, sens=0.739, deg=0.000]
Ep 038/100 [S3:+sens]:   9%|▎  | 23/264 [00:36<06:04,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   9%|▎  | 24/264 [00:36<06:02,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:02,  1.51s/it, loss=0.375, mat=0.004, sens=0.742, deg=0.000]
Ep 038/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:00,  1.51s/it, loss=0.375, mat=0.004, sens=0.742, deg=0.000]
Ep 038/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:00,  1.51s/it, loss=0.384, mat=0.003, sens=0.758, deg=0.000]
Ep 038/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:04,  1.53s/it, loss=0.384, mat=0.003, sens=0.758, deg=0.000]
Ep 038/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:04,  1.53s/it, loss=0.353, mat=0.004, sens=0.697, deg=0.000]
Ep 038/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:01,  1.52s/it, loss=0.353, mat=0.004, sens=0.697, deg=0.000]
Ep 038/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:01,  1.52s/it, loss=0.372, mat=0.005, sens=0.737, deg=0.000]
Ep 038/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:59,  1.52s/it, loss=0.372, mat=0.005, sens=0.737, deg=0.000]
Ep 038/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:59,  1.52s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:59,  1.53s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:59,  1.53s/it, loss=0.381, mat=0.004, sens=0.751, deg=0.000]
Ep 038/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:57,  1.53s/it, loss=0.381, mat=0.004, sens=0.751, deg=0.000]
Ep 038/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:57,  1.53s/it, loss=0.375, mat=0.005, sens=0.740, deg=0.000]
Ep 038/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:54,  1.52s/it, loss=0.375, mat=0.005, sens=0.740, deg=0.000]
Ep 038/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:54,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:52,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:52,  1.52s/it, loss=0.370, mat=0.005, sens=0.730, deg=0.000]
Ep 038/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:50,  1.52s/it, loss=0.370, mat=0.005, sens=0.730, deg=0.000]
Ep 038/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:50,  1.52s/it, loss=0.375, mat=0.005, sens=0.737, deg=0.000]
Ep 038/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:48,  1.52s/it, loss=0.375, mat=0.005, sens=0.737, deg=0.000]
Ep 038/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:48,  1.52s/it, loss=0.393, mat=0.006, sens=0.775, deg=0.000]
Ep 038/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:46,  1.52s/it, loss=0.393, mat=0.006, sens=0.775, deg=0.000]
Ep 038/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:46,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:45,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:45,  1.51s/it, loss=0.395, mat=0.004, sens=0.783, deg=0.000]
Ep 038/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:43,  1.51s/it, loss=0.395, mat=0.004, sens=0.783, deg=0.000]
Ep 038/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:43,  1.51s/it, loss=0.396, mat=0.004, sens=0.787, deg=0.000]
Ep 038/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:47,  1.54s/it, loss=0.396, mat=0.004, sens=0.787, deg=0.000]
Ep 038/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:47,  1.54s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 038/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:44,  1.53s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 038/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:44,  1.53s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:41,  1.52s/it, loss=0.004, mat=0.007, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:39,  1.52s/it, loss=0.381, mat=0.002, sens=0.757, deg=0.000]
Ep 038/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:37,  1.52s/it, loss=0.381, mat=0.002, sens=0.757, deg=0.000]
Ep 038/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:37,  1.52s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 038/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:35,  1.52s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 038/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:35,  1.52s/it, loss=0.372, mat=0.003, sens=0.734, deg=0.000]
Ep 038/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:33,  1.52s/it, loss=0.372, mat=0.003, sens=0.734, deg=0.000]
Ep 038/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:33,  1.52s/it, loss=0.378, mat=0.004, sens=0.751, deg=0.000]
Ep 038/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:31,  1.51s/it, loss=0.378, mat=0.004, sens=0.751, deg=0.000]
Ep 038/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:31,  1.51s/it, loss=0.417, mat=0.005, sens=0.826, deg=0.000]
Ep 038/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:30,  1.51s/it, loss=0.417, mat=0.005, sens=0.826, deg=0.000]
Ep 038/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:30,  1.51s/it, loss=0.377, mat=0.005, sens=0.746, deg=0.000]
Ep 038/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:28,  1.51s/it, loss=0.377, mat=0.005, sens=0.746, deg=0.000]
Ep 038/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:28,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:27,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:27,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:24,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:24,  1.51s/it, loss=0.382, mat=0.002, sens=0.759, deg=0.000]
Ep 038/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:24,  1.52s/it, loss=0.382, mat=0.002, sens=0.759, deg=0.000]
Ep 038/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:24,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:22,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:22,  1.51s/it, loss=0.395, mat=0.004, sens=0.778, deg=0.000]
Ep 038/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:21,  1.51s/it, loss=0.395, mat=0.004, sens=0.778, deg=0.000]
Ep 038/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:21,  1.51s/it, loss=0.375, mat=0.003, sens=0.735, deg=0.000]
Ep 038/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:21,  1.52s/it, loss=0.375, mat=0.003, sens=0.735, deg=0.000]
Ep 038/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:21,  1.52s/it, loss=0.400, mat=0.004, sens=0.788, deg=0.000]
Ep 038/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:19,  1.52s/it, loss=0.400, mat=0.004, sens=0.788, deg=0.000]
Ep 038/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:19,  1.52s/it, loss=0.392, mat=0.005, sens=0.776, deg=0.000]
Ep 038/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:17,  1.52s/it, loss=0.392, mat=0.005, sens=0.776, deg=0.000]
Ep 038/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:17,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:20,  1.54s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:20,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.001]
Ep 038/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:17,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.001]
Ep 038/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:17,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.001]
Ep 038/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:14,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.001]
Ep 038/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:11,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:09,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:09,  1.52s/it, loss=0.373, mat=0.004, sens=0.735, deg=0.000]
Ep 038/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:07,  1.52s/it, loss=0.373, mat=0.004, sens=0.735, deg=0.000]
Ep 038/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:07,  1.52s/it, loss=0.377, mat=0.005, sens=0.742, deg=0.000]
Ep 038/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:06,  1.52s/it, loss=0.377, mat=0.005, sens=0.742, deg=0.000]
Ep 038/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:06,  1.52s/it, loss=0.393, mat=0.003, sens=0.771, deg=0.000]
Ep 038/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:04,  1.51s/it, loss=0.393, mat=0.003, sens=0.771, deg=0.000]
Ep 038/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:04,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:02,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:01,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:01,  1.51s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<04:59,  1.51s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<04:59,  1.51s/it, loss=0.376, mat=0.005, sens=0.731, deg=0.000]
Ep 038/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:58,  1.51s/it, loss=0.376, mat=0.005, sens=0.731, deg=0.000]
Ep 038/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:58,  1.51s/it, loss=0.383, mat=0.003, sens=0.755, deg=0.000]
Ep 038/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:57,  1.52s/it, loss=0.383, mat=0.003, sens=0.755, deg=0.000]
Ep 038/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:57,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:55,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:55,  1.52s/it, loss=0.398, mat=0.004, sens=0.789, deg=0.000]
Ep 038/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:53,  1.51s/it, loss=0.398, mat=0.004, sens=0.789, deg=0.000]
Ep 038/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:53,  1.51s/it, loss=0.368, mat=0.005, sens=0.728, deg=0.000]
Ep 038/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:56,  1.54s/it, loss=0.368, mat=0.005, sens=0.728, deg=0.000]
Ep 038/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:56,  1.54s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:53,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:53,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:51,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:51,  1.52s/it, loss=0.382, mat=0.005, sens=0.753, deg=0.000]
Ep 038/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:48,  1.52s/it, loss=0.382, mat=0.005, sens=0.753, deg=0.000]
Ep 038/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:48,  1.52s/it, loss=0.410, mat=0.006, sens=0.810, deg=0.000]
Ep 038/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:46,  1.52s/it, loss=0.410, mat=0.006, sens=0.810, deg=0.000]
Ep 038/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:46,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:44,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:44,  1.51s/it, loss=0.387, mat=0.004, sens=0.759, deg=0.000]
Ep 038/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:45,  1.52s/it, loss=0.387, mat=0.004, sens=0.759, deg=0.000]
Ep 038/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:45,  1.52s/it, loss=0.389, mat=0.006, sens=0.766, deg=0.000]
Ep 038/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:43,  1.52s/it, loss=0.389, mat=0.006, sens=0.766, deg=0.000]
Ep 038/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:43,  1.52s/it, loss=0.393, mat=0.005, sens=0.773, deg=0.000]
Ep 038/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:41,  1.52s/it, loss=0.393, mat=0.005, sens=0.773, deg=0.000]
Ep 038/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:41,  1.52s/it, loss=0.387, mat=0.003, sens=0.766, deg=0.000]
Ep 038/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:40,  1.52s/it, loss=0.387, mat=0.003, sens=0.766, deg=0.000]
Ep 038/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:40,  1.52s/it, loss=0.394, mat=0.005, sens=0.777, deg=0.000]
Ep 038/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:38,  1.52s/it, loss=0.394, mat=0.005, sens=0.777, deg=0.000]
Ep 038/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:38,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:36,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:36,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:38,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:38,  1.54s/it, loss=0.391, mat=0.005, sens=0.773, deg=0.000]
Ep 038/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:35,  1.53s/it, loss=0.391, mat=0.005, sens=0.773, deg=0.000]
Ep 038/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:33,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:33,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:30,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:30,  1.52s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:28,  1.52s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:28,  1.52s/it, loss=0.377, mat=0.003, sens=0.745, deg=0.000]
Ep 038/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:27,  1.52s/it, loss=0.377, mat=0.003, sens=0.745, deg=0.000]
Ep 038/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:27,  1.52s/it, loss=0.441, mat=0.004, sens=0.876, deg=0.000]
Ep 038/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:25,  1.52s/it, loss=0.441, mat=0.004, sens=0.876, deg=0.000]
Ep 038/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:25,  1.52s/it, loss=0.381, mat=0.004, sens=0.757, deg=0.000]
Ep 038/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:24,  1.52s/it, loss=0.381, mat=0.004, sens=0.757, deg=0.000]
Ep 038/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:24,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:22,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:22,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:20,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:20,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:19,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:19,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:17,  1.52s/it, loss=0.383, mat=0.005, sens=0.755, deg=0.000]
Ep 038/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:15,  1.51s/it, loss=0.383, mat=0.005, sens=0.755, deg=0.000]
Ep 038/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:14,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:14,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:12,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:12,  1.51s/it, loss=0.375, mat=0.005, sens=0.740, deg=0.000]
Ep 038/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:11,  1.51s/it, loss=0.375, mat=0.005, sens=0.740, deg=0.000]
Ep 038/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:11,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:09,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:09,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:08,  1.51s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:08,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  38%|▊ | 101/264 [02:33<04:06,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:06,  1.51s/it, loss=0.363, mat=0.004, sens=0.721, deg=0.000]
Ep 038/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:12,  1.56s/it, loss=0.363, mat=0.004, sens=0.721, deg=0.000]
Ep 038/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:12,  1.56s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.003]
Ep 038/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:08,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.003]
Ep 038/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:08,  1.55s/it, loss=0.364, mat=0.003, sens=0.720, deg=0.000]
Ep 038/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:05,  1.54s/it, loss=0.364, mat=0.003, sens=0.720, deg=0.000]
Ep 038/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:05,  1.54s/it, loss=0.394, mat=0.004, sens=0.778, deg=0.000]
Ep 038/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:03,  1.53s/it, loss=0.394, mat=0.004, sens=0.778, deg=0.000]
Ep 038/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:03,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<04:00,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:00,  1.52s/it, loss=0.404, mat=0.004, sens=0.802, deg=0.000]
Ep 038/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:58,  1.52s/it, loss=0.404, mat=0.004, sens=0.802, deg=0.000]
Ep 038/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:58,  1.52s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 038/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:56,  1.51s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 038/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:56,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:54,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:54,  1.51s/it, loss=0.379, mat=0.004, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:52,  1.51s/it, loss=0.379, mat=0.004, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:52,  1.51s/it, loss=0.378, mat=0.003, sens=0.750, deg=0.000]
Ep 038/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:51,  1.51s/it, loss=0.378, mat=0.003, sens=0.750, deg=0.000]
Ep 038/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:50,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:48,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:46,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:46,  1.51s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 038/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:45,  1.51s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 038/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:45,  1.51s/it, loss=0.386, mat=0.004, sens=0.766, deg=0.000]
Ep 038/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:46,  1.53s/it, loss=0.386, mat=0.004, sens=0.766, deg=0.000]
Ep 038/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:46,  1.53s/it, loss=0.429, mat=0.004, sens=0.851, deg=0.000]
Ep 038/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:44,  1.53s/it, loss=0.429, mat=0.004, sens=0.851, deg=0.000]
Ep 038/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:44,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:41,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:41,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:40,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:40,  1.52s/it, loss=0.381, mat=0.005, sens=0.753, deg=0.000]
Ep 038/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:38,  1.52s/it, loss=0.381, mat=0.005, sens=0.753, deg=0.000]
Ep 038/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.378, mat=0.005, sens=0.748, deg=0.000]
Ep 038/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:36,  1.51s/it, loss=0.378, mat=0.005, sens=0.748, deg=0.000]
Ep 038/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:36,  1.51s/it, loss=0.390, mat=0.004, sens=0.773, deg=0.000]
Ep 038/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:35,  1.52s/it, loss=0.390, mat=0.004, sens=0.773, deg=0.000]
Ep 038/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.370, mat=0.004, sens=0.733, deg=0.000]
Ep 038/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:33,  1.52s/it, loss=0.370, mat=0.004, sens=0.733, deg=0.000]
Ep 038/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:33,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:31,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:31,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:30,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:30,  1.51s/it, loss=0.383, mat=0.004, sens=0.760, deg=0.000]
Ep 038/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:30,  1.52s/it, loss=0.383, mat=0.004, sens=0.760, deg=0.000]
Ep 038/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:30,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 038/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:28,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 038/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:28,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:29,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:29,  1.54s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 038/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:26,  1.53s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 038/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:26,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:24,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:24,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:22,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:22,  1.52s/it, loss=0.389, mat=0.006, sens=0.767, deg=0.000]
Ep 038/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:20,  1.52s/it, loss=0.389, mat=0.006, sens=0.767, deg=0.000]
Ep 038/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:20,  1.52s/it, loss=0.377, mat=0.004, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:18,  1.51s/it, loss=0.377, mat=0.004, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:18,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:16,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:16,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:15,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:15,  1.51s/it, loss=0.395, mat=0.004, sens=0.780, deg=0.000]
Ep 038/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:13,  1.51s/it, loss=0.395, mat=0.004, sens=0.780, deg=0.000]
Ep 038/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:13,  1.51s/it, loss=0.392, mat=0.005, sens=0.777, deg=0.000]
Ep 038/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:12,  1.52s/it, loss=0.392, mat=0.005, sens=0.777, deg=0.000]
Ep 038/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:12,  1.52s/it, loss=0.373, mat=0.003, sens=0.740, deg=0.000]
Ep 038/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:10,  1.51s/it, loss=0.373, mat=0.003, sens=0.740, deg=0.000]
Ep 038/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:10,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:09,  1.51s/it, loss=0.417, mat=0.005, sens=0.824, deg=0.000]
Ep 038/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:07,  1.51s/it, loss=0.417, mat=0.005, sens=0.824, deg=0.000]
Ep 038/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:07,  1.51s/it, loss=0.373, mat=0.004, sens=0.738, deg=0.000]
Ep 038/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:06,  1.51s/it, loss=0.373, mat=0.004, sens=0.738, deg=0.000]
Ep 038/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:06,  1.51s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 038/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:04,  1.51s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 038/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:04,  1.51s/it, loss=0.414, mat=0.007, sens=0.817, deg=0.000]
Ep 038/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:03,  1.51s/it, loss=0.414, mat=0.007, sens=0.817, deg=0.000]
Ep 038/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:03,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:01,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  55%|█ | 146/264 [03:42<03:01,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:01,  1.54s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  56%|█ | 147/264 [03:43<02:59,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:59,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:57,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:57,  1.53s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  56%|█▏| 149/264 [03:46<02:55,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:55,  1.52s/it, loss=0.386, mat=0.005, sens=0.763, deg=0.000]
Ep 038/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:54,  1.53s/it, loss=0.386, mat=0.005, sens=0.763, deg=0.000]
Ep 038/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:54,  1.53s/it, loss=0.393, mat=0.002, sens=0.780, deg=0.000]
Ep 038/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:52,  1.53s/it, loss=0.393, mat=0.002, sens=0.780, deg=0.000]
Ep 038/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:52,  1.53s/it, loss=0.392, mat=0.003, sens=0.774, deg=0.000]
Ep 038/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:50,  1.52s/it, loss=0.392, mat=0.003, sens=0.774, deg=0.000]
Ep 038/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:50,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:48,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:48,  1.52s/it, loss=0.008, mat=0.008, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:47,  1.52s/it, loss=0.008, mat=0.008, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:47,  1.52s/it, loss=0.400, mat=0.005, sens=0.774, deg=0.000]
Ep 038/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:45,  1.52s/it, loss=0.400, mat=0.005, sens=0.774, deg=0.000]
Ep 038/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:45,  1.52s/it, loss=0.382, mat=0.005, sens=0.753, deg=0.000]
Ep 038/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:43,  1.52s/it, loss=0.382, mat=0.005, sens=0.753, deg=0.000]
Ep 038/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:43,  1.52s/it, loss=0.390, mat=0.005, sens=0.763, deg=0.000]
Ep 038/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:42,  1.52s/it, loss=0.390, mat=0.005, sens=0.763, deg=0.000]
Ep 038/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:42,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:40,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:40,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:39,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:37,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:37,  1.51s/it, loss=0.423, mat=0.006, sens=0.833, deg=0.000]
Ep 038/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:38,  1.54s/it, loss=0.423, mat=0.006, sens=0.833, deg=0.000]
Ep 038/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:38,  1.54s/it, loss=0.013, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:35,  1.53s/it, loss=0.013, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:35,  1.53s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:33,  1.52s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:33,  1.52s/it, loss=0.387, mat=0.005, sens=0.761, deg=0.000]
Ep 038/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:32,  1.52s/it, loss=0.387, mat=0.005, sens=0.761, deg=0.000]
Ep 038/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:32,  1.52s/it, loss=0.380, mat=0.004, sens=0.745, deg=0.000]
Ep 038/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:30,  1.52s/it, loss=0.380, mat=0.004, sens=0.745, deg=0.000]
Ep 038/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:30,  1.52s/it, loss=0.391, mat=0.004, sens=0.774, deg=0.000]
Ep 038/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:28,  1.52s/it, loss=0.391, mat=0.004, sens=0.774, deg=0.000]
Ep 038/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:28,  1.52s/it, loss=0.384, mat=0.005, sens=0.754, deg=0.000]
Ep 038/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:27,  1.52s/it, loss=0.384, mat=0.005, sens=0.754, deg=0.000]
Ep 038/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.52s/it, loss=0.410, mat=0.004, sens=0.802, deg=0.000]
Ep 038/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:25,  1.52s/it, loss=0.410, mat=0.004, sens=0.802, deg=0.000]
Ep 038/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:25,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:24,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:24,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:22,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:22,  1.52s/it, loss=0.400, mat=0.005, sens=0.794, deg=0.000]
Ep 038/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:21,  1.52s/it, loss=0.400, mat=0.005, sens=0.794, deg=0.000]
Ep 038/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  65%|█▎| 172/264 [04:21<02:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:19,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:19,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:19,  1.54s/it, loss=0.404, mat=0.005, sens=0.799, deg=0.000]
Ep 038/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:19,  1.55s/it, loss=0.404, mat=0.005, sens=0.799, deg=0.000]
Ep 038/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:19,  1.55s/it, loss=0.384, mat=0.004, sens=0.761, deg=0.000]
Ep 038/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:17,  1.54s/it, loss=0.384, mat=0.004, sens=0.761, deg=0.000]
Ep 038/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:17,  1.54s/it, loss=0.404, mat=0.003, sens=0.803, deg=0.000]
Ep 038/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:14,  1.53s/it, loss=0.404, mat=0.003, sens=0.803, deg=0.000]
Ep 038/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:14,  1.53s/it, loss=0.396, mat=0.004, sens=0.785, deg=0.000]
Ep 038/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:12,  1.53s/it, loss=0.396, mat=0.004, sens=0.785, deg=0.000]
Ep 038/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:12,  1.53s/it, loss=0.371, mat=0.002, sens=0.732, deg=0.000]
Ep 038/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:11,  1.52s/it, loss=0.371, mat=0.002, sens=0.732, deg=0.000]
Ep 038/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:11,  1.52s/it, loss=0.457, mat=0.004, sens=0.908, deg=0.000]
Ep 038/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:09,  1.52s/it, loss=0.457, mat=0.004, sens=0.908, deg=0.000]
Ep 038/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:09,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:07,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:07,  1.52s/it, loss=0.521, mat=0.004, sens=0.770, deg=0.000]
Ep 038/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:05,  1.52s/it, loss=0.521, mat=0.004, sens=0.770, deg=0.000]
Ep 038/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:05,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:04,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:04,  1.52s/it, loss=0.380, mat=0.002, sens=0.752, deg=0.000]
Ep 038/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:02,  1.52s/it, loss=0.380, mat=0.002, sens=0.752, deg=0.000]
Ep 038/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:02,  1.52s/it, loss=0.016, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:01,  1.51s/it, loss=0.016, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:01,  1.51s/it, loss=0.008, mat=0.007, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<01:59,  1.52s/it, loss=0.008, mat=0.007, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<01:59,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:58,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:56,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:56,  1.51s/it, loss=0.384, mat=0.005, sens=0.758, deg=0.000]
Ep 038/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:55,  1.52s/it, loss=0.384, mat=0.005, sens=0.758, deg=0.000]
Ep 038/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:53,  1.52s/it, loss=0.389, mat=0.004, sens=0.767, deg=0.000]
Ep 038/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:52,  1.52s/it, loss=0.389, mat=0.004, sens=0.767, deg=0.000]
Ep 038/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:52,  1.52s/it, loss=0.376, mat=0.006, sens=0.742, deg=0.000]
Ep 038/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:50,  1.52s/it, loss=0.376, mat=0.006, sens=0.742, deg=0.000]
Ep 038/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:50,  1.52s/it, loss=0.381, mat=0.004, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:51,  1.54s/it, loss=0.381, mat=0.004, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:51,  1.54s/it, loss=0.380, mat=0.003, sens=0.749, deg=0.000]
Ep 038/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:48,  1.53s/it, loss=0.380, mat=0.003, sens=0.749, deg=0.000]
Ep 038/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:48,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:47,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:47,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:45,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:45,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:43,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:43,  1.52s/it, loss=0.382, mat=0.004, sens=0.754, deg=0.000]
Ep 038/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.52s/it, loss=0.382, mat=0.004, sens=0.754, deg=0.000]
Ep 038/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:41,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:40,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.52s/it, loss=0.383, mat=0.004, sens=0.759, deg=0.000]
Ep 038/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:39,  1.53s/it, loss=0.383, mat=0.004, sens=0.759, deg=0.000]
Ep 038/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:39,  1.53s/it, loss=0.383, mat=0.005, sens=0.751, deg=0.000]
Ep 038/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:37,  1.53s/it, loss=0.383, mat=0.005, sens=0.751, deg=0.000]
Ep 038/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:36,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:36,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:34,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.52s/it, loss=0.367, mat=0.004, sens=0.726, deg=0.000]
Ep 038/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:32,  1.52s/it, loss=0.367, mat=0.004, sens=0.726, deg=0.000]
Ep 038/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:32,  1.52s/it, loss=0.374, mat=0.004, sens=0.735, deg=0.000]
Ep 038/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:31,  1.52s/it, loss=0.374, mat=0.004, sens=0.735, deg=0.000]
Ep 038/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:31,  1.52s/it, loss=0.374, mat=0.004, sens=0.740, deg=0.000]
Ep 038/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:29,  1.52s/it, loss=0.374, mat=0.004, sens=0.740, deg=0.000]
Ep 038/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.52s/it, loss=0.400, mat=0.005, sens=0.792, deg=0.000]
Ep 038/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:29,  1.54s/it, loss=0.400, mat=0.005, sens=0.792, deg=0.000]
Ep 038/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:29,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:27,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:27,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:25,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  80%|█▌| 210/264 [05:19<01:22,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.52s/it, loss=0.375, mat=0.005, sens=0.743, deg=0.000]
Ep 038/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.52s/it, loss=0.375, mat=0.005, sens=0.743, deg=0.000]
Ep 038/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  80%|█▌| 212/264 [05:22<01:19,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.52s/it, loss=0.368, mat=0.002, sens=0.730, deg=0.000]
Ep 038/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:17,  1.52s/it, loss=0.368, mat=0.002, sens=0.730, deg=0.000]
Ep 038/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  81%|█▌| 214/264 [05:25<01:15,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:15,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:14,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:14,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  82%|█▋| 216/264 [05:28<01:12,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:12,  1.52s/it, loss=0.380, mat=0.004, sens=0.751, deg=0.000]
Ep 038/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:11,  1.52s/it, loss=0.380, mat=0.004, sens=0.751, deg=0.000]
Ep 038/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:10,  1.54s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:10,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:09,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:09,  1.54s/it, loss=0.384, mat=0.004, sens=0.758, deg=0.000]
Ep 038/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:07,  1.53s/it, loss=0.384, mat=0.004, sens=0.758, deg=0.000]
Ep 038/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:07,  1.53s/it, loss=0.394, mat=0.006, sens=0.771, deg=0.000]
Ep 038/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:05,  1.53s/it, loss=0.394, mat=0.006, sens=0.771, deg=0.000]
Ep 038/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.53s/it, loss=0.380, mat=0.006, sens=0.746, deg=0.000]
Ep 038/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:04,  1.52s/it, loss=0.380, mat=0.006, sens=0.746, deg=0.000]
Ep 038/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:04,  1.52s/it, loss=0.370, mat=0.005, sens=0.725, deg=0.000]
Ep 038/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:02,  1.53s/it, loss=0.370, mat=0.005, sens=0.725, deg=0.000]
Ep 038/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:01,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:01,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:59,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.53s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:58,  1.53s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:58,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:56,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:54,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.52s/it, loss=0.364, mat=0.005, sens=0.716, deg=0.000]
Ep 038/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:53,  1.52s/it, loss=0.364, mat=0.005, sens=0.716, deg=0.000]
Ep 038/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.52s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 038/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.52s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 038/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.52s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 038/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:50,  1.52s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 038/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.52s/it, loss=0.379, mat=0.003, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.52s/it, loss=0.379, mat=0.003, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  88%|█▊| 233/264 [05:54<00:46,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:46,  1.52s/it, loss=0.371, mat=0.004, sens=0.733, deg=0.000]
Ep 038/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.52s/it, loss=0.371, mat=0.004, sens=0.733, deg=0.000]
Ep 038/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.52s/it, loss=0.517, mat=0.007, sens=1.024, deg=0.000]
Ep 038/100 [S3:+sens]:  89%|█▊| 235/264 [05:57<00:43,  1.52s/it, loss=0.517, mat=0.007, sens=1.024, deg=0.000]
Ep 038/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:43,  1.52s/it, loss=0.375, mat=0.003, sens=0.740, deg=0.000]
Ep 038/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:43,  1.54s/it, loss=0.375, mat=0.003, sens=0.740, deg=0.000]
Ep 038/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:43,  1.54s/it, loss=0.368, mat=0.002, sens=0.728, deg=0.000]
Ep 038/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:41,  1.53s/it, loss=0.368, mat=0.002, sens=0.728, deg=0.000]
Ep 038/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.53s/it, loss=0.376, mat=0.004, sens=0.738, deg=0.000]
Ep 038/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:38,  1.52s/it, loss=0.376, mat=0.004, sens=0.738, deg=0.000]
Ep 038/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:38,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.52s/it, loss=0.380, mat=0.005, sens=0.753, deg=0.000]
Ep 038/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:34,  1.52s/it, loss=0.380, mat=0.005, sens=0.753, deg=0.000]
Ep 038/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:34,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 038/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 038/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.386, mat=0.005, sens=0.762, deg=0.000]
Ep 038/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.53s/it, loss=0.386, mat=0.005, sens=0.762, deg=0.000]
Ep 038/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:20,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 038/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:20,  1.54s/it, loss=0.373, mat=0.004, sens=0.736, deg=0.000]
Ep 038/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.53s/it, loss=0.373, mat=0.004, sens=0.736, deg=0.000]
Ep 038/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.53s/it, loss=0.395, mat=0.006, sens=0.778, deg=0.000]
Ep 038/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.53s/it, loss=0.395, mat=0.006, sens=0.778, deg=0.000]
Ep 038/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.53s/it, loss=0.387, mat=0.004, sens=0.767, deg=0.001]
Ep 038/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.53s/it, loss=0.387, mat=0.004, sens=0.767, deg=0.001]
Ep 038/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.378, mat=0.004, sens=0.748, deg=0.000]
Ep 038/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.378, mat=0.004, sens=0.748, deg=0.000]
Ep 038/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.391, mat=0.005, sens=0.769, deg=0.000]
Ep 038/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.391, mat=0.005, sens=0.769, deg=0.000]
Ep 038/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.398, mat=0.005, sens=0.786, deg=0.000]
Ep 038/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.398, mat=0.005, sens=0.786, deg=0.000]
Ep 038/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.367, mat=0.004, sens=0.722, deg=0.000]
Ep 038/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.367, mat=0.004, sens=0.722, deg=0.000]
Ep 038/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.373, mat=0.005, sens=0.731, deg=0.000]
Ep 038/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.52s/it, loss=0.373, mat=0.005, sens=0.731, deg=0.000]
Ep 038/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.368, mat=0.004, sens=0.725, deg=0.000]
Ep 038/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.368, mat=0.004, sens=0.725, deg=0.000]
Ep 038/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.391, mat=0.004, sens=0.777, deg=0.000]
Ep 038/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.391, mat=0.004, sens=0.777, deg=0.000]
Ep 038/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.411, mat=0.005, sens=0.814, deg=0.000]
Ep 038/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.411, mat=0.005, sens=0.814, deg=0.000]
Ep 038/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.377, mat=0.004, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.54s/it, loss=0.377, mat=0.004, sens=0.747, deg=0.000]
Ep 038/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.54s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 038/100 [S3:+sens]: 100%|██| 264/264 [06:42<00:00,  1.54s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
                                                                                                              
Epoch 038/100 [S3:+sens]  loss=0.2191  mat=0.0042  sens=0.4271  deg=0.0001  orth=0.0034  α=0.5 β=0.5 γ=0.3  402s

Ep 039/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 039/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.447, mat=0.004, sens=0.885, deg=0.000]
Ep 039/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:09,  2.09s/it, loss=0.447, mat=0.004, sens=0.885, deg=0.000]
Ep 039/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:09,  2.09s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:38,  1.75s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:38,  1.75s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:08,  1.64s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:08,  1.64s/it, loss=0.365, mat=0.002, sens=0.724, deg=0.000]
Ep 039/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:53,  1.59s/it, loss=0.365, mat=0.002, sens=0.724, deg=0.000]
Ep 039/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:53,  1.59s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:44,  1.56s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:44,  1.56s/it, loss=0.394, mat=0.005, sens=0.776, deg=0.000]
Ep 039/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:38,  1.55s/it, loss=0.394, mat=0.005, sens=0.776, deg=0.000]
Ep 039/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:38,  1.55s/it, loss=0.390, mat=0.004, sens=0.773, deg=0.000]
Ep 039/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:38,  1.55s/it, loss=0.390, mat=0.004, sens=0.773, deg=0.000]
Ep 039/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:38,  1.55s/it, loss=0.393, mat=0.005, sens=0.778, deg=0.000]
Ep 039/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:34,  1.54s/it, loss=0.393, mat=0.005, sens=0.778, deg=0.000]
Ep 039/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:34,  1.54s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:31,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:31,  1.53s/it, loss=0.384, mat=0.004, sens=0.755, deg=0.000]
Ep 039/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:27,  1.53s/it, loss=0.384, mat=0.004, sens=0.755, deg=0.000]
Ep 039/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:27,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:24,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:24,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:31,  1.56s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:31,  1.56s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:27,  1.54s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:27,  1.54s/it, loss=0.387, mat=0.003, sens=0.763, deg=0.000]
Ep 039/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:23,  1.54s/it, loss=0.387, mat=0.003, sens=0.763, deg=0.000]
Ep 039/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:23,  1.54s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:20,  1.53s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:20,  1.53s/it, loss=0.374, mat=0.005, sens=0.736, deg=0.000]
Ep 039/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:18,  1.53s/it, loss=0.374, mat=0.005, sens=0.736, deg=0.000]
Ep 039/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:18,  1.53s/it, loss=0.404, mat=0.005, sens=0.786, deg=0.000]
Ep 039/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:16,  1.52s/it, loss=0.404, mat=0.005, sens=0.786, deg=0.000]
Ep 039/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:16,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:14,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:14,  1.52s/it, loss=0.400, mat=0.004, sens=0.790, deg=0.000]
Ep 039/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:12,  1.52s/it, loss=0.400, mat=0.004, sens=0.790, deg=0.000]
Ep 039/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:12,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:10,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:10,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:08,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:07,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:05,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:05,  1.52s/it, loss=0.397, mat=0.004, sens=0.778, deg=0.000]
Ep 039/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:04,  1.52s/it, loss=0.397, mat=0.004, sens=0.778, deg=0.000]
Ep 039/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:04,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:02,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:02,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:00,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:00,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:59,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<05:59,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:58,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:58,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:56,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:56,  1.52s/it, loss=0.412, mat=0.004, sens=0.817, deg=0.000]
Ep 039/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<06:00,  1.54s/it, loss=0.412, mat=0.004, sens=0.817, deg=0.000]
Ep 039/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<06:00,  1.54s/it, loss=0.399, mat=0.005, sens=0.789, deg=0.000]
Ep 039/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<06:00,  1.55s/it, loss=0.399, mat=0.005, sens=0.789, deg=0.000]
Ep 039/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<06:00,  1.55s/it, loss=0.389, mat=0.003, sens=0.764, deg=0.000]
Ep 039/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:57,  1.54s/it, loss=0.389, mat=0.003, sens=0.764, deg=0.000]
Ep 039/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:57,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:53,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:53,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:51,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:51,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:48,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:48,  1.52s/it, loss=0.375, mat=0.006, sens=0.741, deg=0.000]
Ep 039/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:46,  1.52s/it, loss=0.375, mat=0.006, sens=0.741, deg=0.000]
Ep 039/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:44,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:44,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:43,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:41,  1.52s/it, loss=0.393, mat=0.003, sens=0.774, deg=0.000]
Ep 039/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:40,  1.52s/it, loss=0.393, mat=0.003, sens=0.774, deg=0.000]
Ep 039/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:40,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:39,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:39,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:37,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:37,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:35,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:35,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:33,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:33,  1.52s/it, loss=0.394, mat=0.003, sens=0.783, deg=0.000]
Ep 039/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:37,  1.54s/it, loss=0.394, mat=0.003, sens=0.783, deg=0.000]
Ep 039/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:37,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:34,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:34,  1.53s/it, loss=0.374, mat=0.004, sens=0.739, deg=0.000]
Ep 039/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:31,  1.53s/it, loss=0.374, mat=0.004, sens=0.739, deg=0.000]
Ep 039/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:31,  1.53s/it, loss=0.371, mat=0.003, sens=0.735, deg=0.000]
Ep 039/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:29,  1.52s/it, loss=0.371, mat=0.003, sens=0.735, deg=0.000]
Ep 039/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:29,  1.52s/it, loss=0.382, mat=0.002, sens=0.757, deg=0.000]
Ep 039/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:27,  1.52s/it, loss=0.382, mat=0.002, sens=0.757, deg=0.000]
Ep 039/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:27,  1.52s/it, loss=0.370, mat=0.004, sens=0.733, deg=0.000]
Ep 039/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:25,  1.52s/it, loss=0.370, mat=0.004, sens=0.733, deg=0.000]
Ep 039/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:23,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:23,  1.52s/it, loss=0.403, mat=0.005, sens=0.798, deg=0.000]
Ep 039/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:21,  1.52s/it, loss=0.403, mat=0.005, sens=0.798, deg=0.000]
Ep 039/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:21,  1.52s/it, loss=0.388, mat=0.003, sens=0.769, deg=0.000]
Ep 039/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:20,  1.52s/it, loss=0.388, mat=0.003, sens=0.769, deg=0.000]
Ep 039/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:20,  1.52s/it, loss=0.378, mat=0.002, sens=0.752, deg=0.000]
Ep 039/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:19,  1.52s/it, loss=0.378, mat=0.002, sens=0.752, deg=0.000]
Ep 039/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:19,  1.52s/it, loss=0.391, mat=0.005, sens=0.770, deg=0.000]
Ep 039/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:20,  1.53s/it, loss=0.391, mat=0.005, sens=0.770, deg=0.000]
Ep 039/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:20,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:18,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:18,  1.53s/it, loss=0.416, mat=0.005, sens=0.826, deg=0.000]
Ep 039/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:21,  1.55s/it, loss=0.416, mat=0.005, sens=0.826, deg=0.000]
Ep 039/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:21,  1.55s/it, loss=0.398, mat=0.004, sens=0.790, deg=0.000]
Ep 039/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:17,  1.54s/it, loss=0.398, mat=0.004, sens=0.790, deg=0.000]
Ep 039/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:17,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:14,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:14,  1.53s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 039/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:12,  1.53s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 039/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:12,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:10,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:10,  1.53s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:08,  1.53s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:08,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:06,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:06,  1.53s/it, loss=0.426, mat=0.005, sens=0.821, deg=0.000]
Ep 039/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:04,  1.52s/it, loss=0.426, mat=0.005, sens=0.821, deg=0.000]
Ep 039/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:02,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:01,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:01,  1.52s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:59,  1.52s/it, loss=0.006, mat=0.008, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<04:59,  1.52s/it, loss=0.359, mat=0.004, sens=0.709, deg=0.000]
Ep 039/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:58,  1.52s/it, loss=0.359, mat=0.004, sens=0.709, deg=0.000]
Ep 039/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:58,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:56,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:56,  1.52s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 039/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:55,  1.52s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 039/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:55,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:53,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:52,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:52,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:49,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:49,  1.52s/it, loss=0.369, mat=0.003, sens=0.731, deg=0.000]
Ep 039/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:48,  1.52s/it, loss=0.369, mat=0.003, sens=0.731, deg=0.000]
Ep 039/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:48,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:50,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:50,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:48,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:48,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:46,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:46,  1.53s/it, loss=0.398, mat=0.004, sens=0.784, deg=0.000]
Ep 039/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:44,  1.53s/it, loss=0.398, mat=0.004, sens=0.784, deg=0.000]
Ep 039/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:44,  1.53s/it, loss=0.387, mat=0.004, sens=0.767, deg=0.000]
Ep 039/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:44,  1.54s/it, loss=0.387, mat=0.004, sens=0.767, deg=0.000]
Ep 039/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:44,  1.54s/it, loss=0.393, mat=0.005, sens=0.778, deg=0.000]
Ep 039/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:42,  1.53s/it, loss=0.393, mat=0.005, sens=0.778, deg=0.000]
Ep 039/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:42,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:40,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:40,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:37,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:37,  1.53s/it, loss=0.372, mat=0.005, sens=0.733, deg=0.000]
Ep 039/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:35,  1.52s/it, loss=0.372, mat=0.005, sens=0.733, deg=0.000]
Ep 039/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:35,  1.52s/it, loss=0.385, mat=0.004, sens=0.763, deg=0.000]
Ep 039/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:33,  1.52s/it, loss=0.385, mat=0.004, sens=0.763, deg=0.000]
Ep 039/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:33,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:32,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:32,  1.52s/it, loss=0.380, mat=0.005, sens=0.751, deg=0.000]
Ep 039/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:30,  1.52s/it, loss=0.380, mat=0.005, sens=0.751, deg=0.000]
Ep 039/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:30,  1.52s/it, loss=0.380, mat=0.004, sens=0.751, deg=0.000]
Ep 039/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:29,  1.52s/it, loss=0.380, mat=0.004, sens=0.751, deg=0.000]
Ep 039/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:29,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:27,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:27,  1.52s/it, loss=0.393, mat=0.005, sens=0.774, deg=0.000]
Ep 039/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:29,  1.54s/it, loss=0.393, mat=0.005, sens=0.774, deg=0.000]
Ep 039/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:29,  1.54s/it, loss=0.384, mat=0.003, sens=0.758, deg=0.000]
Ep 039/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:27,  1.54s/it, loss=0.384, mat=0.003, sens=0.758, deg=0.000]
Ep 039/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:27,  1.54s/it, loss=0.412, mat=0.005, sens=0.746, deg=0.000]
Ep 039/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:25,  1.53s/it, loss=0.412, mat=0.005, sens=0.746, deg=0.000]
Ep 039/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:25,  1.53s/it, loss=0.402, mat=0.004, sens=0.793, deg=0.000]
Ep 039/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:22,  1.53s/it, loss=0.402, mat=0.004, sens=0.793, deg=0.000]
Ep 039/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:22,  1.53s/it, loss=0.378, mat=0.006, sens=0.746, deg=0.000]
Ep 039/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:20,  1.53s/it, loss=0.378, mat=0.006, sens=0.746, deg=0.000]
Ep 039/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:20,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:19,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:19,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:17,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:17,  1.52s/it, loss=0.386, mat=0.006, sens=0.760, deg=0.000]
Ep 039/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:15,  1.52s/it, loss=0.386, mat=0.006, sens=0.760, deg=0.000]
Ep 039/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:15,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:13,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:13,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:12,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:10,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:09,  1.52s/it, loss=0.361, mat=0.003, sens=0.715, deg=0.000]
Ep 039/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:11,  1.54s/it, loss=0.361, mat=0.003, sens=0.715, deg=0.000]
Ep 039/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:11,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:08,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:08,  1.54s/it, loss=0.375, mat=0.006, sens=0.739, deg=0.000]
Ep 039/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:07,  1.54s/it, loss=0.375, mat=0.006, sens=0.739, deg=0.000]
Ep 039/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:07,  1.54s/it, loss=0.375, mat=0.005, sens=0.742, deg=0.000]
Ep 039/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:05,  1.54s/it, loss=0.375, mat=0.005, sens=0.742, deg=0.000]
Ep 039/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:05,  1.54s/it, loss=0.365, mat=0.004, sens=0.724, deg=0.000]
Ep 039/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:03,  1.53s/it, loss=0.365, mat=0.004, sens=0.724, deg=0.000]
Ep 039/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:03,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:01,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:01,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:59,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<03:59,  1.53s/it, loss=0.369, mat=0.002, sens=0.731, deg=0.000]
Ep 039/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:57,  1.52s/it, loss=0.369, mat=0.002, sens=0.731, deg=0.000]
Ep 039/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:57,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:53,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:52,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:52,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:50,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:50,  1.52s/it, loss=0.392, mat=0.008, sens=0.770, deg=0.000]
Ep 039/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:49,  1.52s/it, loss=0.392, mat=0.008, sens=0.770, deg=0.000]
Ep 039/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:49,  1.52s/it, loss=0.377, mat=0.005, sens=0.745, deg=0.000]
Ep 039/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:47,  1.52s/it, loss=0.377, mat=0.005, sens=0.745, deg=0.000]
Ep 039/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:47,  1.52s/it, loss=0.373, mat=0.003, sens=0.741, deg=0.000]
Ep 039/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:46,  1.52s/it, loss=0.373, mat=0.003, sens=0.741, deg=0.000]
Ep 039/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:46,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:44,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:44,  1.52s/it, loss=0.394, mat=0.004, sens=0.780, deg=0.000]
Ep 039/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:43,  1.52s/it, loss=0.394, mat=0.004, sens=0.780, deg=0.000]
Ep 039/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:43,  1.52s/it, loss=0.377, mat=0.004, sens=0.745, deg=0.000]
Ep 039/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:42,  1.52s/it, loss=0.377, mat=0.004, sens=0.745, deg=0.000]
Ep 039/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:42,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:43,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:43,  1.54s/it, loss=0.427, mat=0.004, sens=0.846, deg=0.000]
Ep 039/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:41,  1.54s/it, loss=0.427, mat=0.004, sens=0.846, deg=0.000]
Ep 039/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:41,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:38,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:35,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:33,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:33,  1.52s/it, loss=0.377, mat=0.003, sens=0.750, deg=0.000]
Ep 039/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:31,  1.52s/it, loss=0.377, mat=0.003, sens=0.750, deg=0.000]
Ep 039/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:29,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:29,  1.52s/it, loss=0.387, mat=0.007, sens=0.764, deg=0.000]
Ep 039/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:29,  1.53s/it, loss=0.387, mat=0.007, sens=0.764, deg=0.000]
Ep 039/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:29,  1.53s/it, loss=0.369, mat=0.004, sens=0.731, deg=0.000]
Ep 039/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:28,  1.53s/it, loss=0.369, mat=0.004, sens=0.731, deg=0.000]
Ep 039/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:28,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:25,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:25,  1.53s/it, loss=0.374, mat=0.006, sens=0.741, deg=0.000]
Ep 039/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:24,  1.52s/it, loss=0.374, mat=0.006, sens=0.741, deg=0.000]
Ep 039/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:24,  1.52s/it, loss=0.372, mat=0.004, sens=0.737, deg=0.000]
Ep 039/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:22,  1.52s/it, loss=0.372, mat=0.004, sens=0.737, deg=0.000]
Ep 039/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:22,  1.52s/it, loss=0.373, mat=0.003, sens=0.742, deg=0.000]
Ep 039/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:20,  1.52s/it, loss=0.373, mat=0.003, sens=0.742, deg=0.000]
Ep 039/100 [S3:+sens]:  50%|█ | 132/264 [03:23<03:20,  1.52s/it, loss=0.390, mat=0.003, sens=0.774, deg=0.000]
Ep 039/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:19,  1.52s/it, loss=0.390, mat=0.003, sens=0.774, deg=0.000]
Ep 039/100 [S3:+sens]:  50%|█ | 133/264 [03:25<03:19,  1.52s/it, loss=0.380, mat=0.006, sens=0.753, deg=0.000]
Ep 039/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:20,  1.54s/it, loss=0.380, mat=0.006, sens=0.753, deg=0.000]
Ep 039/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:20,  1.54s/it, loss=0.385, mat=0.004, sens=0.763, deg=0.000]
Ep 039/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:18,  1.54s/it, loss=0.385, mat=0.004, sens=0.763, deg=0.000]
Ep 039/100 [S3:+sens]:  51%|█ | 135/264 [03:28<03:18,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:16,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  52%|█ | 136/264 [03:29<03:16,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:14,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  52%|█ | 137/264 [03:31<03:14,  1.53s/it, loss=0.013, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:12,  1.53s/it, loss=0.013, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:12,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:10,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  53%|█ | 139/264 [03:34<03:10,  1.53s/it, loss=0.384, mat=0.005, sens=0.757, deg=0.000]
Ep 039/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:08,  1.52s/it, loss=0.384, mat=0.005, sens=0.757, deg=0.000]
Ep 039/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:08,  1.52s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 039/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:07,  1.52s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 039/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:07,  1.52s/it, loss=0.377, mat=0.004, sens=0.747, deg=0.000]
Ep 039/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:05,  1.52s/it, loss=0.377, mat=0.004, sens=0.747, deg=0.000]
Ep 039/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  54%|█ | 143/264 [03:40<03:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:02,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:01,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  55%|█ | 145/264 [03:43<03:01,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:02,  1.54s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  55%|█ | 146/264 [03:44<03:02,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:59,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  56%|█ | 147/264 [03:46<02:59,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:57,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:57,  1.53s/it, loss=0.383, mat=0.003, sens=0.759, deg=0.000]
Ep 039/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:55,  1.53s/it, loss=0.383, mat=0.003, sens=0.759, deg=0.000]
Ep 039/100 [S3:+sens]:  56%|█▏| 149/264 [03:49<02:55,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:53,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:53,  1.53s/it, loss=0.381, mat=0.004, sens=0.754, deg=0.000]
Ep 039/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:52,  1.53s/it, loss=0.381, mat=0.004, sens=0.754, deg=0.000]
Ep 039/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:52,  1.53s/it, loss=0.401, mat=0.004, sens=0.795, deg=0.000]
Ep 039/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:51,  1.53s/it, loss=0.401, mat=0.004, sens=0.795, deg=0.000]
Ep 039/100 [S3:+sens]:  58%|█▏| 152/264 [03:54<02:51,  1.53s/it, loss=0.369, mat=0.002, sens=0.734, deg=0.000]
Ep 039/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:49,  1.53s/it, loss=0.369, mat=0.002, sens=0.734, deg=0.000]
Ep 039/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:49,  1.53s/it, loss=0.388, mat=0.004, sens=0.767, deg=0.000]
Ep 039/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:47,  1.53s/it, loss=0.388, mat=0.004, sens=0.767, deg=0.000]
Ep 039/100 [S3:+sens]:  58%|█▏| 154/264 [03:57<02:47,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:46,  1.52s/it, loss=0.380, mat=0.004, sens=0.754, deg=0.000]
Ep 039/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:44,  1.53s/it, loss=0.380, mat=0.004, sens=0.754, deg=0.000]
Ep 039/100 [S3:+sens]:  59%|█▏| 156/264 [04:00<02:44,  1.53s/it, loss=0.374, mat=0.004, sens=0.739, deg=0.000]
Ep 039/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:43,  1.52s/it, loss=0.374, mat=0.004, sens=0.739, deg=0.000]
Ep 039/100 [S3:+sens]:  59%|█▏| 157/264 [04:01<02:43,  1.52s/it, loss=0.399, mat=0.007, sens=0.790, deg=0.000]
Ep 039/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:41,  1.52s/it, loss=0.399, mat=0.007, sens=0.790, deg=0.000]
Ep 039/100 [S3:+sens]:  60%|█▏| 158/264 [04:03<02:41,  1.52s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 039/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:40,  1.52s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 039/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:40,  1.52s/it, loss=0.372, mat=0.005, sens=0.734, deg=0.000]
Ep 039/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:38,  1.52s/it, loss=0.372, mat=0.005, sens=0.734, deg=0.000]
Ep 039/100 [S3:+sens]:  61%|█▏| 160/264 [04:06<02:38,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:36,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:36,  1.52s/it, loss=0.375, mat=0.004, sens=0.743, deg=0.000]
Ep 039/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:35,  1.52s/it, loss=0.375, mat=0.004, sens=0.743, deg=0.000]
Ep 039/100 [S3:+sens]:  61%|█▏| 162/264 [04:09<02:35,  1.52s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 039/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:33,  1.52s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 039/100 [S3:+sens]:  62%|█▏| 163/264 [04:10<02:33,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:32,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  62%|█▏| 164/264 [04:12<02:32,  1.52s/it, loss=0.372, mat=0.004, sens=0.738, deg=0.000]
Ep 039/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:32,  1.54s/it, loss=0.372, mat=0.004, sens=0.738, deg=0.000]
Ep 039/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:32,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:30,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  63%|█▎| 166/264 [04:15<02:30,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:28,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:26,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  64%|█▎| 168/264 [04:18<02:26,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:24,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:24,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:23,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  64%|█▎| 170/264 [04:21<02:23,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:21,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  65%|█▎| 171/264 [04:23<02:21,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.005]
Ep 039/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:20,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.005]
Ep 039/100 [S3:+sens]:  65%|█▎| 172/264 [04:24<02:20,  1.52s/it, loss=0.369, mat=0.003, sens=0.729, deg=0.000]
Ep 039/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:18,  1.52s/it, loss=0.369, mat=0.003, sens=0.729, deg=0.000]
Ep 039/100 [S3:+sens]:  66%|█▎| 173/264 [04:26<02:18,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:16,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:16,  1.52s/it, loss=0.378, mat=0.004, sens=0.749, deg=0.000]
Ep 039/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:15,  1.52s/it, loss=0.378, mat=0.004, sens=0.749, deg=0.000]
Ep 039/100 [S3:+sens]:  66%|█▎| 175/264 [04:29<02:15,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:15,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:15,  1.53s/it, loss=0.377, mat=0.004, sens=0.747, deg=0.000]
Ep 039/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:13,  1.53s/it, loss=0.377, mat=0.004, sens=0.747, deg=0.000]
Ep 039/100 [S3:+sens]:  67%|█▎| 177/264 [04:32<02:13,  1.53s/it, loss=0.390, mat=0.004, sens=0.773, deg=0.000]
Ep 039/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:11,  1.53s/it, loss=0.390, mat=0.004, sens=0.773, deg=0.000]
Ep 039/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:11,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:11,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  68%|█▎| 179/264 [04:35<02:11,  1.55s/it, loss=0.376, mat=0.004, sens=0.730, deg=0.000]
Ep 039/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:09,  1.54s/it, loss=0.376, mat=0.004, sens=0.730, deg=0.000]
Ep 039/100 [S3:+sens]:  68%|█▎| 180/264 [04:36<02:09,  1.54s/it, loss=0.404, mat=0.004, sens=0.800, deg=0.000]
Ep 039/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:07,  1.54s/it, loss=0.404, mat=0.004, sens=0.800, deg=0.000]
Ep 039/100 [S3:+sens]:  69%|█▎| 181/264 [04:38<02:07,  1.54s/it, loss=0.367, mat=0.004, sens=0.725, deg=0.000]
Ep 039/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:05,  1.53s/it, loss=0.367, mat=0.004, sens=0.725, deg=0.000]
Ep 039/100 [S3:+sens]:  69%|█▍| 182/264 [04:39<02:05,  1.53s/it, loss=0.367, mat=0.003, sens=0.729, deg=0.000]
Ep 039/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:03,  1.53s/it, loss=0.367, mat=0.003, sens=0.729, deg=0.000]
Ep 039/100 [S3:+sens]:  69%|█▍| 183/264 [04:41<02:03,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:02,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  70%|█▍| 184/264 [04:42<02:02,  1.53s/it, loss=0.369, mat=0.004, sens=0.729, deg=0.000]
Ep 039/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<02:00,  1.53s/it, loss=0.369, mat=0.004, sens=0.729, deg=0.000]
Ep 039/100 [S3:+sens]:  70%|█▍| 185/264 [04:44<02:00,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:59,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<01:59,  1.53s/it, loss=0.378, mat=0.004, sens=0.749, deg=0.000]
Ep 039/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:57,  1.53s/it, loss=0.378, mat=0.004, sens=0.749, deg=0.000]
Ep 039/100 [S3:+sens]:  71%|█▍| 187/264 [04:47<01:57,  1.53s/it, loss=0.385, mat=0.004, sens=0.754, deg=0.000]
Ep 039/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.385, mat=0.004, sens=0.754, deg=0.000]
Ep 039/100 [S3:+sens]:  71%|█▍| 188/264 [04:49<01:55,  1.52s/it, loss=0.371, mat=0.004, sens=0.733, deg=0.000]
Ep 039/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:54,  1.52s/it, loss=0.371, mat=0.004, sens=0.733, deg=0.000]
Ep 039/100 [S3:+sens]:  72%|█▍| 189/264 [04:50<01:54,  1.52s/it, loss=0.376, mat=0.003, sens=0.748, deg=0.000]
Ep 039/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:52,  1.52s/it, loss=0.376, mat=0.003, sens=0.748, deg=0.000]
Ep 039/100 [S3:+sens]:  72%|█▍| 190/264 [04:52<01:52,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:52,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:52,  1.54s/it, loss=0.359, mat=0.003, sens=0.713, deg=0.000]
Ep 039/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:50,  1.54s/it, loss=0.359, mat=0.003, sens=0.713, deg=0.000]
Ep 039/100 [S3:+sens]:  73%|█▍| 192/264 [04:55<01:50,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  73%|█▍| 193/264 [04:56<01:48,  1.53s/it, loss=0.385, mat=0.004, sens=0.711, deg=0.000]
Ep 039/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:46,  1.53s/it, loss=0.385, mat=0.004, sens=0.711, deg=0.000]
Ep 039/100 [S3:+sens]:  73%|█▍| 194/264 [04:58<01:46,  1.53s/it, loss=0.363, mat=0.002, sens=0.721, deg=0.000]
Ep 039/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:45,  1.53s/it, loss=0.363, mat=0.002, sens=0.721, deg=0.000]
Ep 039/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:45,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:43,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  74%|█▍| 196/264 [05:01<01:43,  1.53s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 039/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:42,  1.52s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 039/100 [S3:+sens]:  75%|█▍| 197/264 [05:02<01:42,  1.52s/it, loss=0.404, mat=0.004, sens=0.802, deg=0.000]
Ep 039/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:40,  1.52s/it, loss=0.404, mat=0.004, sens=0.802, deg=0.000]
Ep 039/100 [S3:+sens]:  75%|█▌| 198/264 [05:04<01:40,  1.52s/it, loss=0.394, mat=0.004, sens=0.781, deg=0.000]
Ep 039/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.52s/it, loss=0.394, mat=0.004, sens=0.781, deg=0.000]
Ep 039/100 [S3:+sens]:  75%|█▌| 199/264 [05:05<01:38,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:37,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  76%|█▌| 200/264 [05:07<01:37,  1.53s/it, loss=0.364, mat=0.003, sens=0.720, deg=0.000]
Ep 039/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:36,  1.53s/it, loss=0.364, mat=0.003, sens=0.720, deg=0.000]
Ep 039/100 [S3:+sens]:  76%|█▌| 201/264 [05:08<01:36,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:34,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  77%|█▌| 202/264 [05:10<01:34,  1.53s/it, loss=0.398, mat=0.003, sens=0.790, deg=0.000]
Ep 039/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:33,  1.53s/it, loss=0.398, mat=0.003, sens=0.790, deg=0.000]
Ep 039/100 [S3:+sens]:  77%|█▌| 203/264 [05:11<01:33,  1.53s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 039/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:31,  1.53s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 039/100 [S3:+sens]:  77%|█▌| 204/264 [05:13<01:31,  1.53s/it, loss=0.384, mat=0.003, sens=0.761, deg=0.000]
Ep 039/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.52s/it, loss=0.384, mat=0.003, sens=0.761, deg=0.000]
Ep 039/100 [S3:+sens]:  78%|█▌| 205/264 [05:14<01:29,  1.52s/it, loss=0.373, mat=0.004, sens=0.737, deg=0.000]
Ep 039/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:28,  1.52s/it, loss=0.373, mat=0.004, sens=0.737, deg=0.000]
Ep 039/100 [S3:+sens]:  78%|█▌| 206/264 [05:16<01:28,  1.52s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 039/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:26,  1.52s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 039/100 [S3:+sens]:  78%|█▌| 207/264 [05:18<01:26,  1.52s/it, loss=0.382, mat=0.004, sens=0.757, deg=0.000]
Ep 039/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.52s/it, loss=0.382, mat=0.004, sens=0.757, deg=0.000]
Ep 039/100 [S3:+sens]:  79%|█▌| 208/264 [05:19<01:25,  1.52s/it, loss=0.378, mat=0.005, sens=0.747, deg=0.000]
Ep 039/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:24,  1.54s/it, loss=0.378, mat=0.005, sens=0.747, deg=0.000]
Ep 039/100 [S3:+sens]:  79%|█▌| 209/264 [05:21<01:24,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:22,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:21,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  80%|█▌| 211/264 [05:24<01:21,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.53s/it, loss=0.377, mat=0.003, sens=0.751, deg=0.000]
Ep 039/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.53s/it, loss=0.377, mat=0.003, sens=0.751, deg=0.000]
Ep 039/100 [S3:+sens]:  81%|█▌| 213/264 [05:27<01:17,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:16,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  81%|█▌| 214/264 [05:28<01:16,  1.53s/it, loss=0.388, mat=0.004, sens=0.771, deg=0.000]
Ep 039/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:14,  1.52s/it, loss=0.388, mat=0.004, sens=0.771, deg=0.000]
Ep 039/100 [S3:+sens]:  81%|█▋| 215/264 [05:30<01:14,  1.52s/it, loss=0.368, mat=0.003, sens=0.731, deg=0.000]
Ep 039/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.52s/it, loss=0.368, mat=0.003, sens=0.731, deg=0.000]
Ep 039/100 [S3:+sens]:  82%|█▋| 216/264 [05:31<01:13,  1.52s/it, loss=0.376, mat=0.003, sens=0.746, deg=0.000]
Ep 039/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:11,  1.53s/it, loss=0.376, mat=0.003, sens=0.746, deg=0.000]
Ep 039/100 [S3:+sens]:  82%|█▋| 217/264 [05:33<01:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  83%|█▋| 218/264 [05:34<01:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  83%|█▋| 219/264 [05:36<01:08,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  83%|█▋| 220/264 [05:37<01:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  84%|█▋| 221/264 [05:39<01:05,  1.52s/it, loss=0.463, mat=0.005, sens=0.917, deg=0.000]
Ep 039/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.52s/it, loss=0.463, mat=0.005, sens=0.917, deg=0.000]
Ep 039/100 [S3:+sens]:  84%|█▋| 222/264 [05:40<01:03,  1.52s/it, loss=0.392, mat=0.004, sens=0.779, deg=0.000]
Ep 039/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.52s/it, loss=0.392, mat=0.004, sens=0.779, deg=0.000]
Ep 039/100 [S3:+sens]:  84%|█▋| 223/264 [05:42<01:02,  1.52s/it, loss=0.394, mat=0.005, sens=0.781, deg=0.000]
Ep 039/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:02,  1.57s/it, loss=0.394, mat=0.005, sens=0.781, deg=0.000]
Ep 039/100 [S3:+sens]:  85%|█▋| 224/264 [05:44<01:02,  1.57s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.030]
Ep 039/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<01:00,  1.55s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.030]
Ep 039/100 [S3:+sens]:  85%|█▋| 225/264 [05:45<01:00,  1.55s/it, loss=0.379, mat=0.004, sens=0.749, deg=0.000]
Ep 039/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:58,  1.54s/it, loss=0.379, mat=0.004, sens=0.749, deg=0.000]
Ep 039/100 [S3:+sens]:  86%|█▋| 226/264 [05:47<00:58,  1.54s/it, loss=0.379, mat=0.004, sens=0.750, deg=0.000]
Ep 039/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.54s/it, loss=0.379, mat=0.004, sens=0.750, deg=0.000]
Ep 039/100 [S3:+sens]:  86%|█▋| 227/264 [05:48<00:56,  1.54s/it, loss=0.379, mat=0.002, sens=0.751, deg=0.000]
Ep 039/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:55,  1.53s/it, loss=0.379, mat=0.002, sens=0.751, deg=0.000]
Ep 039/100 [S3:+sens]:  86%|█▋| 228/264 [05:50<00:55,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:53,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  87%|█▋| 230/264 [05:53<00:51,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:50,  1.52s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 039/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.52s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 039/100 [S3:+sens]:  88%|█▊| 232/264 [05:56<00:48,  1.52s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 039/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.52s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 039/100 [S3:+sens]:  88%|█▊| 233/264 [05:57<00:47,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 039/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 039/100 [S3:+sens]:  89%|█▊| 234/264 [05:59<00:45,  1.52s/it, loss=0.401, mat=0.003, sens=0.795, deg=0.000]
Ep 039/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.52s/it, loss=0.401, mat=0.003, sens=0.795, deg=0.000]
Ep 039/100 [S3:+sens]:  89%|█▊| 235/264 [06:00<00:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:43,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  89%|█▊| 236/264 [06:02<00:43,  1.54s/it, loss=0.391, mat=0.004, sens=0.774, deg=0.001]
Ep 039/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.54s/it, loss=0.391, mat=0.004, sens=0.774, deg=0.001]
Ep 039/100 [S3:+sens]:  90%|█▊| 237/264 [06:03<00:41,  1.54s/it, loss=0.370, mat=0.005, sens=0.732, deg=0.000]
Ep 039/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.53s/it, loss=0.370, mat=0.005, sens=0.732, deg=0.000]
Ep 039/100 [S3:+sens]:  90%|█▊| 238/264 [06:05<00:39,  1.53s/it, loss=0.378, mat=0.003, sens=0.751, deg=0.000]
Ep 039/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:38,  1.53s/it, loss=0.378, mat=0.003, sens=0.751, deg=0.000]
Ep 039/100 [S3:+sens]:  91%|█▊| 239/264 [06:07<00:38,  1.53s/it, loss=0.368, mat=0.002, sens=0.731, deg=0.000]
Ep 039/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.53s/it, loss=0.368, mat=0.002, sens=0.731, deg=0.000]
Ep 039/100 [S3:+sens]:  91%|█▊| 240/264 [06:08<00:36,  1.53s/it, loss=0.397, mat=0.005, sens=0.785, deg=0.000]
Ep 039/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:35,  1.53s/it, loss=0.397, mat=0.005, sens=0.785, deg=0.000]
Ep 039/100 [S3:+sens]:  91%|█▊| 241/264 [06:10<00:35,  1.53s/it, loss=0.436, mat=0.005, sens=0.860, deg=0.000]
Ep 039/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.436, mat=0.005, sens=0.860, deg=0.000]
Ep 039/100 [S3:+sens]:  92%|█▊| 242/264 [06:11<00:33,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  92%|█▊| 243/264 [06:13<00:31,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  92%|█▊| 244/264 [06:14<00:30,  1.52s/it, loss=0.384, mat=0.005, sens=0.756, deg=0.000]
Ep 039/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.384, mat=0.005, sens=0.756, deg=0.000]
Ep 039/100 [S3:+sens]:  93%|█▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  93%|█▊| 246/264 [06:17<00:27,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  94%|█▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.376, mat=0.004, sens=0.743, deg=0.000]
Ep 039/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.53s/it, loss=0.376, mat=0.004, sens=0.743, deg=0.000]
Ep 039/100 [S3:+sens]:  94%|█▉| 248/264 [06:20<00:24,  1.53s/it, loss=0.376, mat=0.002, sens=0.746, deg=0.000]
Ep 039/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.53s/it, loss=0.376, mat=0.002, sens=0.746, deg=0.000]
Ep 039/100 [S3:+sens]:  94%|█▉| 249/264 [06:22<00:22,  1.53s/it, loss=0.384, mat=0.003, sens=0.758, deg=0.000]
Ep 039/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.53s/it, loss=0.384, mat=0.003, sens=0.758, deg=0.000]
Ep 039/100 [S3:+sens]:  95%|█▉| 250/264 [06:23<00:21,  1.53s/it, loss=0.390, mat=0.005, sens=0.766, deg=0.000]
Ep 039/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.53s/it, loss=0.390, mat=0.005, sens=0.766, deg=0.000]
Ep 039/100 [S3:+sens]:  95%|█▉| 251/264 [06:25<00:19,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  95%|█▉| 252/264 [06:26<00:18,  1.53s/it, loss=0.393, mat=0.003, sens=0.765, deg=0.000]
Ep 039/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.393, mat=0.003, sens=0.765, deg=0.000]
Ep 039/100 [S3:+sens]:  96%|█▉| 253/264 [06:28<00:16,  1.52s/it, loss=0.375, mat=0.003, sens=0.742, deg=0.000]
Ep 039/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.375, mat=0.003, sens=0.742, deg=0.000]
Ep 039/100 [S3:+sens]:  96%|█▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.55s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  97%|█▉| 255/264 [06:31<00:13,  1.55s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.016]
Ep 039/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.54s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.016]
Ep 039/100 [S3:+sens]:  97%|█▉| 256/264 [06:33<00:12,  1.54s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 039/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.54s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 039/100 [S3:+sens]:  97%|█▉| 257/264 [06:34<00:10,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  98%|█▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.428, mat=0.002, sens=0.850, deg=0.000]
Ep 039/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.53s/it, loss=0.428, mat=0.002, sens=0.850, deg=0.000]
Ep 039/100 [S3:+sens]:  98%|█▉| 259/264 [06:37<00:07,  1.53s/it, loss=0.378, mat=0.005, sens=0.745, deg=0.000]
Ep 039/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.378, mat=0.005, sens=0.745, deg=0.000]
Ep 039/100 [S3:+sens]:  98%|█▉| 260/264 [06:39<00:06,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]:  99%|█▉| 261/264 [06:40<00:04,  1.53s/it, loss=0.415, mat=0.004, sens=0.822, deg=0.000]
Ep 039/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.53s/it, loss=0.415, mat=0.004, sens=0.822, deg=0.000]
Ep 039/100 [S3:+sens]:  99%|█▉| 262/264 [06:42<00:03,  1.53s/it, loss=0.378, mat=0.004, sens=0.743, deg=0.000]
Ep 039/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.378, mat=0.004, sens=0.743, deg=0.000]
Ep 039/100 [S3:+sens]: 100%|█▉| 263/264 [06:43<00:01,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 039/100 [S3:+sens]: 100%|██| 264/264 [06:43<00:00,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
                                                                                                              
Epoch 039/100 [S3:+sens]  loss=0.2047  mat=0.0040  sens=0.4004  deg=0.0003  orth=0.0025  α=0.5 β=0.5 γ=0.3  404s

Ep 040/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 040/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:29,  2.17s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:29,  2.17s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:46,  1.78s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:46,  1.78s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.002]
Ep 040/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:13,  1.66s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.002]
Ep 040/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:13,  1.66s/it, loss=0.389, mat=0.005, sens=0.770, deg=0.002]
Ep 040/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:56,  1.60s/it, loss=0.389, mat=0.005, sens=0.770, deg=0.002]
Ep 040/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:56,  1.60s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 040/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:57,  1.61s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 040/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:57,  1.61s/it, loss=0.375, mat=0.005, sens=0.736, deg=0.000]
Ep 040/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:47,  1.58s/it, loss=0.375, mat=0.005, sens=0.736, deg=0.000]
Ep 040/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:47,  1.58s/it, loss=0.380, mat=0.003, sens=0.747, deg=0.000]
Ep 040/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:43,  1.57s/it, loss=0.380, mat=0.003, sens=0.747, deg=0.000]
Ep 040/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:43,  1.57s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:38,  1.56s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:38,  1.56s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 040/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:34,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 040/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:34,  1.55s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:30,  1.54s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:30,  1.54s/it, loss=0.383, mat=0.003, sens=0.755, deg=0.000]
Ep 040/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:27,  1.53s/it, loss=0.383, mat=0.003, sens=0.755, deg=0.000]
Ep 040/100 [S3:+sens]:   4%|▏  | 11/264 [00:19<06:27,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   5%|▏  | 12/264 [00:19<06:25,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:25,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:22,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   5%|▏  | 13/264 [00:22<06:22,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   5%|▏  | 14/264 [00:22<06:20,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:20,  1.52s/it, loss=0.397, mat=0.003, sens=0.787, deg=0.000]
Ep 040/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:18,  1.52s/it, loss=0.397, mat=0.003, sens=0.787, deg=0.000]
Ep 040/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:18,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:22,  1.54s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:22,  1.54s/it, loss=0.395, mat=0.004, sens=0.779, deg=0.000]
Ep 040/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:19,  1.54s/it, loss=0.395, mat=0.004, sens=0.779, deg=0.000]
Ep 040/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:19,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:16,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:16,  1.53s/it, loss=0.391, mat=0.004, sens=0.776, deg=0.000]
Ep 040/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:14,  1.53s/it, loss=0.391, mat=0.004, sens=0.776, deg=0.000]
Ep 040/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:14,  1.53s/it, loss=0.379, mat=0.005, sens=0.741, deg=0.000]
Ep 040/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:12,  1.53s/it, loss=0.379, mat=0.005, sens=0.741, deg=0.000]
Ep 040/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:12,  1.53s/it, loss=0.374, mat=0.004, sens=0.737, deg=0.000]
Ep 040/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:10,  1.52s/it, loss=0.374, mat=0.004, sens=0.737, deg=0.000]
Ep 040/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:10,  1.52s/it, loss=0.376, mat=0.005, sens=0.736, deg=0.000]
Ep 040/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:08,  1.52s/it, loss=0.376, mat=0.005, sens=0.736, deg=0.000]
Ep 040/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:08,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:06,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:06,  1.52s/it, loss=0.386, mat=0.005, sens=0.765, deg=0.000]
Ep 040/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:04,  1.52s/it, loss=0.386, mat=0.005, sens=0.765, deg=0.000]
Ep 040/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:04,  1.52s/it, loss=0.404, mat=0.004, sens=0.797, deg=0.000]
Ep 040/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:03,  1.52s/it, loss=0.404, mat=0.004, sens=0.797, deg=0.000]
Ep 040/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:03,  1.52s/it, loss=0.376, mat=0.003, sens=0.731, deg=0.000]
Ep 040/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:02,  1.52s/it, loss=0.376, mat=0.003, sens=0.731, deg=0.000]
Ep 040/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:02,  1.52s/it, loss=0.398, mat=0.006, sens=0.784, deg=0.000]
Ep 040/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:00,  1.52s/it, loss=0.398, mat=0.006, sens=0.784, deg=0.000]
Ep 040/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:00,  1.52s/it, loss=0.377, mat=0.002, sens=0.746, deg=0.000]
Ep 040/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:59,  1.52s/it, loss=0.377, mat=0.002, sens=0.746, deg=0.000]
Ep 040/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:59,  1.52s/it, loss=0.371, mat=0.004, sens=0.735, deg=0.000]
Ep 040/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:57,  1.52s/it, loss=0.371, mat=0.004, sens=0.735, deg=0.000]
Ep 040/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:57,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:56,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:56,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:54,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:54,  1.52s/it, loss=0.382, mat=0.003, sens=0.754, deg=0.000]
Ep 040/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:56,  1.54s/it, loss=0.382, mat=0.003, sens=0.754, deg=0.000]
Ep 040/100 [S3:+sens]:  12%|▎  | 32/264 [00:51<05:56,  1.54s/it, loss=0.381, mat=0.002, sens=0.751, deg=0.000]
Ep 040/100 [S3:+sens]:  12%|▍  | 33/264 [00:51<05:54,  1.53s/it, loss=0.381, mat=0.002, sens=0.751, deg=0.000]
Ep 040/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:54,  1.53s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 040/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:57,  1.55s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 040/100 [S3:+sens]:  13%|▍  | 34/264 [00:54<05:57,  1.55s/it, loss=0.368, mat=0.003, sens=0.729, deg=0.000]
Ep 040/100 [S3:+sens]:  13%|▍  | 35/264 [00:54<05:53,  1.54s/it, loss=0.368, mat=0.003, sens=0.729, deg=0.000]
Ep 040/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:53,  1.54s/it, loss=0.368, mat=0.002, sens=0.730, deg=0.000]
Ep 040/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:51,  1.54s/it, loss=0.368, mat=0.002, sens=0.730, deg=0.000]
Ep 040/100 [S3:+sens]:  14%|▍  | 36/264 [00:57<05:51,  1.54s/it, loss=0.369, mat=0.004, sens=0.731, deg=0.000]
Ep 040/100 [S3:+sens]:  14%|▍  | 37/264 [00:57<05:48,  1.54s/it, loss=0.369, mat=0.004, sens=0.731, deg=0.000]
Ep 040/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:48,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:46,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:46,  1.53s/it, loss=0.386, mat=0.003, sens=0.765, deg=0.000]
Ep 040/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:44,  1.53s/it, loss=0.386, mat=0.003, sens=0.765, deg=0.000]
Ep 040/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:44,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:42,  1.53s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:42,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:40,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:40,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:38,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:38,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:36,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:36,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:34,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:34,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:33,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:33,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:31,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:31,  1.52s/it, loss=0.371, mat=0.003, sens=0.735, deg=0.000]
Ep 040/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:29,  1.52s/it, loss=0.371, mat=0.003, sens=0.735, deg=0.000]
Ep 040/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:29,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:28,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:31,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  19%|▌  | 49/264 [01:17<05:31,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:28,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:28,  1.54s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:26,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  19%|▌  | 51/264 [01:20<05:26,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:23,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:23,  1.53s/it, loss=0.370, mat=0.003, sens=0.733, deg=0.000]
Ep 040/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:21,  1.53s/it, loss=0.370, mat=0.003, sens=0.733, deg=0.000]
Ep 040/100 [S3:+sens]:  20%|▌  | 53/264 [01:23<05:21,  1.53s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 040/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:20,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 040/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:20,  1.52s/it, loss=0.393, mat=0.006, sens=0.775, deg=0.000]
Ep 040/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:18,  1.52s/it, loss=0.393, mat=0.006, sens=0.775, deg=0.000]
Ep 040/100 [S3:+sens]:  21%|▋  | 55/264 [01:26<05:18,  1.52s/it, loss=0.371, mat=0.005, sens=0.735, deg=0.000]
Ep 040/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:18,  1.53s/it, loss=0.371, mat=0.005, sens=0.735, deg=0.000]
Ep 040/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:18,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:17,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:17,  1.53s/it, loss=0.378, mat=0.002, sens=0.750, deg=0.000]
Ep 040/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:15,  1.53s/it, loss=0.378, mat=0.002, sens=0.750, deg=0.000]
Ep 040/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:15,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:13,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:13,  1.53s/it, loss=0.389, mat=0.004, sens=0.772, deg=0.000]
Ep 040/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:11,  1.52s/it, loss=0.389, mat=0.004, sens=0.772, deg=0.000]
Ep 040/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:11,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:13,  1.55s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:13,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:10,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  23%|▋  | 62/264 [01:37<05:10,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:08,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:08,  1.53s/it, loss=0.384, mat=0.005, sens=0.760, deg=0.000]
Ep 040/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:05,  1.53s/it, loss=0.384, mat=0.005, sens=0.760, deg=0.000]
Ep 040/100 [S3:+sens]:  24%|▋  | 64/264 [01:40<05:05,  1.53s/it, loss=0.396, mat=0.005, sens=0.780, deg=0.000]
Ep 040/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:03,  1.53s/it, loss=0.396, mat=0.005, sens=0.780, deg=0.000]
Ep 040/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:03,  1.53s/it, loss=0.385, mat=0.003, sens=0.755, deg=0.000]
Ep 040/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:01,  1.52s/it, loss=0.385, mat=0.003, sens=0.755, deg=0.000]
Ep 040/100 [S3:+sens]:  25%|▊  | 66/264 [01:43<05:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:59,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<04:59,  1.52s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 040/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:58,  1.52s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 040/100 [S3:+sens]:  26%|▊  | 68/264 [01:46<04:58,  1.52s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 040/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:56,  1.52s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 040/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:55,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  27%|▊  | 70/264 [01:49<04:55,  1.52s/it, loss=0.386, mat=0.005, sens=0.763, deg=0.000]
Ep 040/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:53,  1.52s/it, loss=0.386, mat=0.005, sens=0.763, deg=0.000]
Ep 040/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:53,  1.52s/it, loss=0.376, mat=0.004, sens=0.741, deg=0.000]
Ep 040/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:51,  1.52s/it, loss=0.376, mat=0.004, sens=0.741, deg=0.000]
Ep 040/100 [S3:+sens]:  27%|▊  | 72/264 [01:52<04:51,  1.52s/it, loss=0.382, mat=0.002, sens=0.756, deg=0.000]
Ep 040/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:50,  1.52s/it, loss=0.382, mat=0.002, sens=0.756, deg=0.000]
Ep 040/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:50,  1.52s/it, loss=0.379, mat=0.004, sens=0.746, deg=0.000]
Ep 040/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:48,  1.52s/it, loss=0.379, mat=0.004, sens=0.746, deg=0.000]
Ep 040/100 [S3:+sens]:  28%|▊  | 74/264 [01:55<04:48,  1.52s/it, loss=0.376, mat=0.003, sens=0.741, deg=0.000]
Ep 040/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:47,  1.52s/it, loss=0.376, mat=0.003, sens=0.741, deg=0.000]
Ep 040/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:47,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:45,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  29%|▊  | 76/264 [01:58<04:45,  1.52s/it, loss=0.391, mat=0.005, sens=0.773, deg=0.000]
Ep 040/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:44,  1.52s/it, loss=0.391, mat=0.005, sens=0.773, deg=0.000]
Ep 040/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:44,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:42,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:42,  1.52s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 040/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:45,  1.54s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 040/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:45,  1.54s/it, loss=0.368, mat=0.003, sens=0.732, deg=0.000]
Ep 040/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:44,  1.55s/it, loss=0.368, mat=0.003, sens=0.732, deg=0.000]
Ep 040/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:44,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:42,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  31%|▉  | 81/264 [02:06<04:42,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:39,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:39,  1.54s/it, loss=0.383, mat=0.004, sens=0.758, deg=0.000]
Ep 040/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:37,  1.53s/it, loss=0.383, mat=0.004, sens=0.758, deg=0.000]
Ep 040/100 [S3:+sens]:  31%|▉  | 83/264 [02:09<04:37,  1.53s/it, loss=0.014, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:35,  1.53s/it, loss=0.014, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:35,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:32,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  32%|▉  | 85/264 [02:12<04:32,  1.52s/it, loss=0.384, mat=0.004, sens=0.759, deg=0.000]
Ep 040/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:31,  1.52s/it, loss=0.384, mat=0.004, sens=0.759, deg=0.000]
Ep 040/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:31,  1.52s/it, loss=0.380, mat=0.003, sens=0.751, deg=0.000]
Ep 040/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:29,  1.52s/it, loss=0.380, mat=0.003, sens=0.751, deg=0.000]
Ep 040/100 [S3:+sens]:  33%|▉  | 87/264 [02:15<04:29,  1.52s/it, loss=0.396, mat=0.006, sens=0.782, deg=0.000]
Ep 040/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:27,  1.52s/it, loss=0.396, mat=0.006, sens=0.782, deg=0.000]
Ep 040/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:27,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:26,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  34%|█  | 89/264 [02:18<04:26,  1.52s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 040/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:24,  1.52s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 040/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:24,  1.52s/it, loss=0.376, mat=0.005, sens=0.743, deg=0.000]
Ep 040/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:22,  1.52s/it, loss=0.376, mat=0.005, sens=0.743, deg=0.000]
Ep 040/100 [S3:+sens]:  34%|█  | 91/264 [02:21<04:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:21,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:21,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:23,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  35%|█  | 93/264 [02:24<04:23,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:20,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:20,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:18,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  36%|█  | 95/264 [02:27<04:18,  1.53s/it, loss=0.395, mat=0.003, sens=0.784, deg=0.000]
Ep 040/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:16,  1.53s/it, loss=0.395, mat=0.003, sens=0.784, deg=0.000]
Ep 040/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:16,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:14,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:10,  1.52s/it, loss=0.380, mat=0.004, sens=0.752, deg=0.000]
Ep 040/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:09,  1.52s/it, loss=0.380, mat=0.004, sens=0.752, deg=0.000]
Ep 040/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:07,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:07,  1.52s/it, loss=0.383, mat=0.005, sens=0.756, deg=0.000]
Ep 040/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:06,  1.52s/it, loss=0.383, mat=0.005, sens=0.756, deg=0.000]
Ep 040/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:06,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:04,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  39%|▊ | 104/264 [02:41<04:04,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:07,  1.55s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:07,  1.55s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 040/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:03,  1.54s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 040/100 [S3:+sens]:  40%|▊ | 106/264 [02:44<04:03,  1.54s/it, loss=0.389, mat=0.003, sens=0.770, deg=0.000]
Ep 040/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<04:00,  1.53s/it, loss=0.389, mat=0.003, sens=0.770, deg=0.000]
Ep 040/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<04:00,  1.53s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:58,  1.53s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  41%|▊ | 108/264 [02:47<03:58,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:56,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:56,  1.53s/it, loss=0.402, mat=0.003, sens=0.797, deg=0.000]
Ep 040/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:54,  1.52s/it, loss=0.402, mat=0.003, sens=0.797, deg=0.000]
Ep 040/100 [S3:+sens]:  42%|▊ | 110/264 [02:50<03:54,  1.52s/it, loss=0.394, mat=0.005, sens=0.781, deg=0.000]
Ep 040/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:52,  1.52s/it, loss=0.394, mat=0.005, sens=0.781, deg=0.000]
Ep 040/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:52,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  42%|▊ | 112/264 [02:53<03:51,  1.52s/it, loss=0.375, mat=0.004, sens=0.745, deg=0.000]
Ep 040/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:49,  1.52s/it, loss=0.375, mat=0.004, sens=0.745, deg=0.000]
Ep 040/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:49,  1.52s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 040/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:48,  1.52s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 040/100 [S3:+sens]:  43%|▊ | 114/264 [02:56<03:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:46,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  44%|▉ | 116/264 [02:59<03:44,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:43,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:41,  1.52s/it, loss=0.374, mat=0.005, sens=0.741, deg=0.000]
Ep 040/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:39,  1.52s/it, loss=0.374, mat=0.005, sens=0.741, deg=0.000]
Ep 040/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:38,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:38,  1.52s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 040/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:37,  1.52s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 040/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 040/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:37,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 040/100 [S3:+sens]:  47%|▉ | 123/264 [03:10<03:37,  1.54s/it, loss=0.363, mat=0.004, sens=0.720, deg=0.000]
Ep 040/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:34,  1.53s/it, loss=0.363, mat=0.004, sens=0.720, deg=0.000]
Ep 040/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:34,  1.53s/it, loss=0.375, mat=0.004, sens=0.742, deg=0.000]
Ep 040/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:32,  1.53s/it, loss=0.375, mat=0.004, sens=0.742, deg=0.000]
Ep 040/100 [S3:+sens]:  47%|▉ | 125/264 [03:13<03:32,  1.53s/it, loss=0.370, mat=0.003, sens=0.735, deg=0.000]
Ep 040/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:31,  1.53s/it, loss=0.370, mat=0.003, sens=0.735, deg=0.000]
Ep 040/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:31,  1.53s/it, loss=0.395, mat=0.004, sens=0.785, deg=0.000]
Ep 040/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:29,  1.53s/it, loss=0.395, mat=0.004, sens=0.785, deg=0.000]
Ep 040/100 [S3:+sens]:  48%|▉ | 127/264 [03:16<03:29,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:27,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:27,  1.53s/it, loss=0.382, mat=0.003, sens=0.756, deg=0.000]
Ep 040/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:26,  1.53s/it, loss=0.382, mat=0.003, sens=0.756, deg=0.000]
Ep 040/100 [S3:+sens]:  49%|▉ | 129/264 [03:19<03:26,  1.53s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 040/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:24,  1.52s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 040/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:24,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:22,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  50%|▉ | 131/264 [03:22<03:22,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 040/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:21,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 040/100 [S3:+sens]:  50%|█ | 132/264 [03:23<03:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  50%|█ | 133/264 [03:25<03:19,  1.52s/it, loss=0.412, mat=0.003, sens=0.820, deg=0.000]
Ep 040/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:17,  1.52s/it, loss=0.412, mat=0.003, sens=0.820, deg=0.000]
Ep 040/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:17,  1.52s/it, loss=0.404, mat=0.005, sens=0.798, deg=0.000]
Ep 040/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:16,  1.52s/it, loss=0.404, mat=0.005, sens=0.798, deg=0.000]
Ep 040/100 [S3:+sens]:  51%|█ | 135/264 [03:28<03:16,  1.52s/it, loss=0.389, mat=0.003, sens=0.772, deg=0.000]
Ep 040/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:14,  1.52s/it, loss=0.389, mat=0.003, sens=0.772, deg=0.000]
Ep 040/100 [S3:+sens]:  52%|█ | 136/264 [03:29<03:14,  1.52s/it, loss=0.403, mat=0.005, sens=0.798, deg=0.000]
Ep 040/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:12,  1.52s/it, loss=0.403, mat=0.005, sens=0.798, deg=0.000]
Ep 040/100 [S3:+sens]:  52%|█ | 137/264 [03:31<03:12,  1.52s/it, loss=0.365, mat=0.004, sens=0.724, deg=0.000]
Ep 040/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:14,  1.54s/it, loss=0.365, mat=0.004, sens=0.724, deg=0.000]
Ep 040/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:14,  1.54s/it, loss=0.391, mat=0.004, sens=0.774, deg=0.000]
Ep 040/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:11,  1.54s/it, loss=0.391, mat=0.004, sens=0.774, deg=0.000]
Ep 040/100 [S3:+sens]:  53%|█ | 139/264 [03:34<03:11,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:09,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:09,  1.53s/it, loss=0.404, mat=0.004, sens=0.802, deg=0.000]
Ep 040/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:07,  1.53s/it, loss=0.404, mat=0.004, sens=0.802, deg=0.000]
Ep 040/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:07,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:05,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  54%|█ | 142/264 [03:39<03:05,  1.52s/it, loss=0.426, mat=0.004, sens=0.825, deg=0.000]
Ep 040/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:04,  1.52s/it, loss=0.426, mat=0.004, sens=0.825, deg=0.000]
Ep 040/100 [S3:+sens]:  54%|█ | 143/264 [03:40<03:04,  1.52s/it, loss=0.382, mat=0.004, sens=0.746, deg=0.000]
Ep 040/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:02,  1.52s/it, loss=0.382, mat=0.004, sens=0.746, deg=0.000]
Ep 040/100 [S3:+sens]:  55%|█ | 144/264 [03:42<03:02,  1.52s/it, loss=0.395, mat=0.004, sens=0.782, deg=0.000]
Ep 040/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:00,  1.52s/it, loss=0.395, mat=0.004, sens=0.782, deg=0.000]
Ep 040/100 [S3:+sens]:  55%|█ | 145/264 [03:43<03:00,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  55%|█ | 146/264 [03:43<02:59,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  55%|█ | 146/264 [03:45<02:59,  1.52s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:57,  1.52s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  56%|█ | 147/264 [03:46<02:57,  1.52s/it, loss=0.020, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:56,  1.52s/it, loss=0.020, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  56%|█ | 148/264 [03:48<02:56,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:54,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  56%|█▏| 149/264 [03:49<02:54,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:55,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  57%|█▏| 150/264 [03:51<02:55,  1.54s/it, loss=0.378, mat=0.004, sens=0.739, deg=0.000]
Ep 040/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:53,  1.54s/it, loss=0.378, mat=0.004, sens=0.739, deg=0.000]
Ep 040/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:53,  1.54s/it, loss=0.397, mat=0.005, sens=0.763, deg=0.000]
Ep 040/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:51,  1.53s/it, loss=0.397, mat=0.005, sens=0.763, deg=0.000]
Ep 040/100 [S3:+sens]:  58%|█▏| 152/264 [03:54<02:51,  1.53s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:49,  1.53s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:49,  1.53s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:48,  1.54s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  58%|█▏| 154/264 [03:57<02:48,  1.54s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:46,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:46,  1.53s/it, loss=0.372, mat=0.005, sens=0.724, deg=0.000]
Ep 040/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:44,  1.53s/it, loss=0.372, mat=0.005, sens=0.724, deg=0.000]
Ep 040/100 [S3:+sens]:  59%|█▏| 156/264 [04:00<02:44,  1.53s/it, loss=0.020, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:43,  1.52s/it, loss=0.020, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  59%|█▏| 157/264 [04:01<02:43,  1.52s/it, loss=0.019, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:41,  1.52s/it, loss=0.019, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  60%|█▏| 158/264 [04:03<02:41,  1.52s/it, loss=0.011, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:39,  1.52s/it, loss=0.011, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:39,  1.52s/it, loss=0.396, mat=0.004, sens=0.764, deg=0.000]
Ep 040/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:38,  1.52s/it, loss=0.396, mat=0.004, sens=0.764, deg=0.000]
Ep 040/100 [S3:+sens]:  61%|█▏| 160/264 [04:06<02:38,  1.52s/it, loss=0.016, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:36,  1.52s/it, loss=0.016, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:36,  1.52s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:35,  1.52s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  61%|█▏| 162/264 [04:09<02:35,  1.52s/it, loss=0.389, mat=0.004, sens=0.757, deg=0.000]
Ep 040/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:33,  1.52s/it, loss=0.389, mat=0.004, sens=0.757, deg=0.000]
Ep 040/100 [S3:+sens]:  62%|█▏| 163/264 [04:11<02:33,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:32,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  62%|█▏| 164/264 [04:12<02:32,  1.52s/it, loss=0.278, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:30,  1.52s/it, loss=0.278, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  62%|█▎| 165/264 [04:14<02:30,  1.52s/it, loss=0.391, mat=0.003, sens=0.746, deg=0.000]
Ep 040/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:28,  1.52s/it, loss=0.391, mat=0.003, sens=0.746, deg=0.000]
Ep 040/100 [S3:+sens]:  63%|█▎| 166/264 [04:15<02:28,  1.52s/it, loss=0.386, mat=0.004, sens=0.747, deg=0.000]
Ep 040/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.52s/it, loss=0.386, mat=0.004, sens=0.747, deg=0.000]
Ep 040/100 [S3:+sens]:  63%|█▎| 167/264 [04:17<02:27,  1.52s/it, loss=0.370, mat=0.004, sens=0.726, deg=0.000]
Ep 040/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:26,  1.52s/it, loss=0.370, mat=0.004, sens=0.726, deg=0.000]
Ep 040/100 [S3:+sens]:  64%|█▎| 168/264 [04:18<02:26,  1.52s/it, loss=0.390, mat=0.004, sens=0.746, deg=0.000]
Ep 040/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:26,  1.55s/it, loss=0.390, mat=0.004, sens=0.746, deg=0.000]
Ep 040/100 [S3:+sens]:  64%|█▎| 169/264 [04:20<02:26,  1.55s/it, loss=0.427, mat=0.005, sens=0.773, deg=0.000]
Ep 040/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:24,  1.54s/it, loss=0.427, mat=0.005, sens=0.773, deg=0.000]
Ep 040/100 [S3:+sens]:  64%|█▎| 170/264 [04:21<02:24,  1.54s/it, loss=0.393, mat=0.005, sens=0.753, deg=0.000]
Ep 040/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:22,  1.53s/it, loss=0.393, mat=0.005, sens=0.753, deg=0.000]
Ep 040/100 [S3:+sens]:  65%|█▎| 171/264 [04:23<02:22,  1.53s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:20,  1.53s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  65%|█▎| 172/264 [04:24<02:20,  1.53s/it, loss=0.389, mat=0.005, sens=0.734, deg=0.000]
Ep 040/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:19,  1.53s/it, loss=0.389, mat=0.005, sens=0.734, deg=0.000]
Ep 040/100 [S3:+sens]:  66%|█▎| 173/264 [04:26<02:19,  1.53s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:17,  1.53s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:17,  1.53s/it, loss=0.386, mat=0.003, sens=0.754, deg=0.000]
Ep 040/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:15,  1.53s/it, loss=0.386, mat=0.003, sens=0.754, deg=0.000]
Ep 040/100 [S3:+sens]:  66%|█▎| 175/264 [04:29<02:15,  1.53s/it, loss=0.380, mat=0.004, sens=0.744, deg=0.000]
Ep 040/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:14,  1.53s/it, loss=0.380, mat=0.004, sens=0.744, deg=0.000]
Ep 040/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:14,  1.53s/it, loss=0.388, mat=0.005, sens=0.744, deg=0.000]
Ep 040/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:12,  1.52s/it, loss=0.388, mat=0.005, sens=0.744, deg=0.000]
Ep 040/100 [S3:+sens]:  67%|█▎| 177/264 [04:32<02:12,  1.52s/it, loss=0.367, mat=0.003, sens=0.713, deg=0.000]
Ep 040/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:12,  1.54s/it, loss=0.367, mat=0.003, sens=0.713, deg=0.000]
Ep 040/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:12,  1.54s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:10,  1.54s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  68%|█▎| 179/264 [04:35<02:10,  1.54s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 040/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:08,  1.53s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 040/100 [S3:+sens]:  68%|█▎| 180/264 [04:37<02:08,  1.53s/it, loss=0.374, mat=0.003, sens=0.732, deg=0.000]
Ep 040/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:06,  1.53s/it, loss=0.374, mat=0.003, sens=0.732, deg=0.000]
Ep 040/100 [S3:+sens]:  69%|█▎| 181/264 [04:38<02:06,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:05,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  69%|█▍| 182/264 [04:40<02:05,  1.53s/it, loss=0.042, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:05,  1.54s/it, loss=0.042, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  69%|█▍| 183/264 [04:41<02:05,  1.54s/it, loss=0.390, mat=0.003, sens=0.756, deg=0.000]
Ep 040/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:02,  1.54s/it, loss=0.390, mat=0.003, sens=0.756, deg=0.000]
Ep 040/100 [S3:+sens]:  70%|█▍| 184/264 [04:43<02:02,  1.54s/it, loss=0.387, mat=0.003, sens=0.738, deg=0.000]
Ep 040/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.53s/it, loss=0.387, mat=0.003, sens=0.738, deg=0.000]
Ep 040/100 [S3:+sens]:  70%|█▍| 185/264 [04:44<02:00,  1.53s/it, loss=0.379, mat=0.004, sens=0.744, deg=0.000]
Ep 040/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:59,  1.53s/it, loss=0.379, mat=0.004, sens=0.744, deg=0.000]
Ep 040/100 [S3:+sens]:  70%|█▍| 186/264 [04:46<01:59,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:57,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  71%|█▍| 187/264 [04:47<01:57,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  71%|█▍| 188/264 [04:49<01:55,  1.52s/it, loss=0.371, mat=0.006, sens=0.732, deg=0.000]
Ep 040/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:54,  1.52s/it, loss=0.371, mat=0.006, sens=0.732, deg=0.000]
Ep 040/100 [S3:+sens]:  72%|█▍| 189/264 [04:50<01:54,  1.52s/it, loss=0.385, mat=0.004, sens=0.761, deg=0.000]
Ep 040/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:52,  1.52s/it, loss=0.385, mat=0.004, sens=0.761, deg=0.000]
Ep 040/100 [S3:+sens]:  72%|█▍| 190/264 [04:52<01:52,  1.52s/it, loss=0.367, mat=0.004, sens=0.727, deg=0.000]
Ep 040/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:51,  1.52s/it, loss=0.367, mat=0.004, sens=0.727, deg=0.000]
Ep 040/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:51,  1.52s/it, loss=0.372, mat=0.005, sens=0.735, deg=0.000]
Ep 040/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.52s/it, loss=0.372, mat=0.005, sens=0.735, deg=0.000]
Ep 040/100 [S3:+sens]:  73%|█▍| 192/264 [04:55<01:49,  1.52s/it, loss=0.375, mat=0.003, sens=0.742, deg=0.000]
Ep 040/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:47,  1.52s/it, loss=0.375, mat=0.003, sens=0.742, deg=0.000]
Ep 040/100 [S3:+sens]:  73%|█▍| 193/264 [04:56<01:47,  1.52s/it, loss=0.392, mat=0.003, sens=0.778, deg=0.000]
Ep 040/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:46,  1.52s/it, loss=0.392, mat=0.003, sens=0.778, deg=0.000]
Ep 040/100 [S3:+sens]:  73%|█▍| 194/264 [04:58<01:46,  1.52s/it, loss=0.380, mat=0.003, sens=0.752, deg=0.000]
Ep 040/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:46,  1.54s/it, loss=0.380, mat=0.003, sens=0.752, deg=0.000]
Ep 040/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:46,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:44,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  74%|█▍| 196/264 [05:01<01:44,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:42,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  75%|█▍| 197/264 [05:03<01:42,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  75%|█▌| 198/264 [05:04<01:40,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:39,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  75%|█▌| 199/264 [05:06<01:39,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  76%|█▌| 200/264 [05:07<01:37,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:36,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  76%|█▌| 201/264 [05:09<01:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  77%|█▌| 202/264 [05:10<01:34,  1.53s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 040/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:33,  1.53s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 040/100 [S3:+sens]:  77%|█▌| 203/264 [05:12<01:33,  1.53s/it, loss=0.372, mat=0.004, sens=0.738, deg=0.000]
Ep 040/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:31,  1.53s/it, loss=0.372, mat=0.004, sens=0.738, deg=0.000]
Ep 040/100 [S3:+sens]:  77%|█▌| 204/264 [05:13<01:31,  1.53s/it, loss=0.373, mat=0.006, sens=0.739, deg=0.000]
Ep 040/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:30,  1.53s/it, loss=0.373, mat=0.006, sens=0.739, deg=0.000]
Ep 040/100 [S3:+sens]:  78%|█▌| 205/264 [05:15<01:30,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:28,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  78%|█▌| 206/264 [05:16<01:28,  1.53s/it, loss=0.373, mat=0.003, sens=0.739, deg=0.000]
Ep 040/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:26,  1.52s/it, loss=0.373, mat=0.003, sens=0.739, deg=0.000]
Ep 040/100 [S3:+sens]:  78%|█▌| 207/264 [05:18<01:26,  1.52s/it, loss=0.408, mat=0.004, sens=0.809, deg=0.000]
Ep 040/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.52s/it, loss=0.408, mat=0.004, sens=0.809, deg=0.000]
Ep 040/100 [S3:+sens]:  79%|█▌| 208/264 [05:19<01:25,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 040/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 040/100 [S3:+sens]:  79%|█▌| 209/264 [05:21<01:23,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:22,  1.52s/it, loss=0.372, mat=0.005, sens=0.733, deg=0.000]
Ep 040/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.52s/it, loss=0.372, mat=0.005, sens=0.733, deg=0.000]
Ep 040/100 [S3:+sens]:  80%|█▌| 211/264 [05:24<01:20,  1.52s/it, loss=0.445, mat=0.002, sens=0.885, deg=0.000]
Ep 040/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.52s/it, loss=0.445, mat=0.002, sens=0.885, deg=0.000]
Ep 040/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.52s/it, loss=0.385, mat=0.005, sens=0.761, deg=0.000]
Ep 040/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:18,  1.54s/it, loss=0.385, mat=0.005, sens=0.761, deg=0.000]
Ep 040/100 [S3:+sens]:  81%|█▌| 213/264 [05:27<01:18,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:16,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  81%|█▌| 214/264 [05:29<01:16,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:14,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  81%|█▋| 215/264 [05:30<01:14,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  82%|█▋| 216/264 [05:32<01:13,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  82%|█▋| 217/264 [05:33<01:11,  1.52s/it, loss=0.379, mat=0.004, sens=0.752, deg=0.000]
Ep 040/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:09,  1.52s/it, loss=0.379, mat=0.004, sens=0.752, deg=0.000]
Ep 040/100 [S3:+sens]:  83%|█▋| 218/264 [05:35<01:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  83%|█▋| 219/264 [05:36<01:08,  1.52s/it, loss=0.364, mat=0.003, sens=0.722, deg=0.000]
Ep 040/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.52s/it, loss=0.364, mat=0.003, sens=0.722, deg=0.000]
Ep 040/100 [S3:+sens]:  83%|█▋| 220/264 [05:38<01:06,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  84%|█▋| 221/264 [05:39<01:05,  1.52s/it, loss=0.414, mat=0.004, sens=0.823, deg=0.000]
Ep 040/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.52s/it, loss=0.414, mat=0.004, sens=0.823, deg=0.000]
Ep 040/100 [S3:+sens]:  84%|█▋| 222/264 [05:41<01:03,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  84%|█▋| 223/264 [05:42<01:02,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:00,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  85%|█▋| 224/264 [05:44<01:00,  1.52s/it, loss=0.371, mat=0.004, sens=0.737, deg=0.000]
Ep 040/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.52s/it, loss=0.371, mat=0.004, sens=0.737, deg=0.000]
Ep 040/100 [S3:+sens]:  85%|█▋| 225/264 [05:45<00:59,  1.52s/it, loss=0.387, mat=0.005, sens=0.766, deg=0.000]
Ep 040/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:58,  1.53s/it, loss=0.387, mat=0.005, sens=0.766, deg=0.000]
Ep 040/100 [S3:+sens]:  86%|█▋| 226/264 [05:47<00:58,  1.53s/it, loss=0.365, mat=0.003, sens=0.723, deg=0.000]
Ep 040/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.53s/it, loss=0.365, mat=0.003, sens=0.723, deg=0.000]
Ep 040/100 [S3:+sens]:  86%|█▋| 227/264 [05:48<00:56,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:55,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  86%|█▋| 228/264 [05:50<00:55,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:53,  1.54s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:52,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  87%|█▋| 230/264 [05:53<00:52,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:50,  1.53s/it, loss=0.369, mat=0.006, sens=0.730, deg=0.000]
Ep 040/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.53s/it, loss=0.369, mat=0.006, sens=0.730, deg=0.000]
Ep 040/100 [S3:+sens]:  88%|█▊| 232/264 [05:56<00:48,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  88%|█▊| 233/264 [05:57<00:47,  1.53s/it, loss=0.018, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.52s/it, loss=0.018, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  89%|█▊| 234/264 [05:59<00:45,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  89%|█▊| 235/264 [06:01<00:44,  1.52s/it, loss=0.373, mat=0.004, sens=0.738, deg=0.000]
Ep 040/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:42,  1.52s/it, loss=0.373, mat=0.004, sens=0.738, deg=0.000]
Ep 040/100 [S3:+sens]:  89%|█▊| 236/264 [06:02<00:42,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  90%|█▊| 237/264 [06:04<00:41,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  90%|█▊| 238/264 [06:05<00:39,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:38,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  91%|█▊| 239/264 [06:07<00:38,  1.52s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:37,  1.55s/it, loss=0.007, mat=0.006, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  91%|█▊| 240/264 [06:08<00:37,  1.55s/it, loss=0.367, mat=0.003, sens=0.729, deg=0.000]
Ep 040/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:35,  1.54s/it, loss=0.367, mat=0.003, sens=0.729, deg=0.000]
Ep 040/100 [S3:+sens]:  91%|█▊| 241/264 [06:10<00:35,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  92%|█▊| 242/264 [06:11<00:33,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:32,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  92%|█▊| 243/264 [06:13<00:32,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  92%|█▊| 244/264 [06:14<00:30,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  93%|█▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.385, mat=0.003, sens=0.759, deg=0.000]
Ep 040/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.53s/it, loss=0.385, mat=0.003, sens=0.759, deg=0.000]
Ep 040/100 [S3:+sens]:  93%|█▊| 246/264 [06:17<00:27,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  94%|█▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  94%|█▉| 248/264 [06:20<00:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  94%|█▉| 249/264 [06:22<00:22,  1.52s/it, loss=0.385, mat=0.005, sens=0.763, deg=0.000]
Ep 040/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.53s/it, loss=0.385, mat=0.005, sens=0.763, deg=0.000]
Ep 040/100 [S3:+sens]:  95%|█▉| 250/264 [06:23<00:21,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  95%|█▉| 251/264 [06:25<00:19,  1.53s/it, loss=0.365, mat=0.004, sens=0.721, deg=0.000]
Ep 040/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.53s/it, loss=0.365, mat=0.004, sens=0.721, deg=0.000]
Ep 040/100 [S3:+sens]:  95%|█▉| 252/264 [06:27<00:18,  1.53s/it, loss=0.378, mat=0.003, sens=0.750, deg=0.000]
Ep 040/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.378, mat=0.003, sens=0.750, deg=0.000]
Ep 040/100 [S3:+sens]:  96%|█▉| 253/264 [06:28<00:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  96%|█▉| 254/264 [06:30<00:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  97%|█▉| 255/264 [06:31<00:13,  1.52s/it, loss=0.355, mat=0.003, sens=0.705, deg=0.000]
Ep 040/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.355, mat=0.003, sens=0.705, deg=0.000]
Ep 040/100 [S3:+sens]:  97%|█▉| 256/264 [06:33<00:12,  1.52s/it, loss=0.409, mat=0.002, sens=0.814, deg=0.000]
Ep 040/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.409, mat=0.002, sens=0.814, deg=0.000]
Ep 040/100 [S3:+sens]:  97%|█▉| 257/264 [06:34<00:10,  1.52s/it, loss=0.367, mat=0.002, sens=0.729, deg=0.000]
Ep 040/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.367, mat=0.002, sens=0.729, deg=0.000]
Ep 040/100 [S3:+sens]:  98%|█▉| 258/264 [06:36<00:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  98%|█▉| 259/264 [06:37<00:07,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  98%|█▉| 260/264 [06:39<00:06,  1.54s/it, loss=0.374, mat=0.004, sens=0.737, deg=0.000]
Ep 040/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.53s/it, loss=0.374, mat=0.004, sens=0.737, deg=0.000]
Ep 040/100 [S3:+sens]:  99%|█▉| 261/264 [06:40<00:04,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]:  99%|█▉| 262/264 [06:42<00:03,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 040/100 [S3:+sens]: 100%|█▉| 263/264 [06:43<00:01,  1.52s/it, loss=0.385, mat=0.003, sens=0.760, deg=0.000]
Ep 040/100 [S3:+sens]: 100%|██| 264/264 [06:43<00:00,  1.52s/it, loss=0.385, mat=0.003, sens=0.760, deg=0.000]
                                                                                                              
Epoch 040/100 [S3:+sens]  loss=0.1967  mat=0.0038  sens=0.3802  deg=0.0002  orth=0.0047  α=0.5 β=0.5 γ=0.3  404s

Ep 041/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 041/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.385, mat=0.004, sens=0.762, deg=0.000]
Ep 041/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:21,  2.14s/it, loss=0.385, mat=0.004, sens=0.762, deg=0.000]
Ep 041/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:21,  2.14s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:43,  1.77s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:43,  1.77s/it, loss=0.364, mat=0.003, sens=0.723, deg=0.000]
Ep 041/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:11,  1.65s/it, loss=0.364, mat=0.003, sens=0.723, deg=0.000]
Ep 041/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:11,  1.65s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:55,  1.60s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:55,  1.60s/it, loss=0.362, mat=0.001, sens=0.720, deg=0.000]
Ep 041/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:46,  1.57s/it, loss=0.362, mat=0.001, sens=0.720, deg=0.000]
Ep 041/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:46,  1.57s/it, loss=0.370, mat=0.003, sens=0.735, deg=0.000]
Ep 041/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:40,  1.55s/it, loss=0.370, mat=0.003, sens=0.735, deg=0.000]
Ep 041/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:40,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:35,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:35,  1.54s/it, loss=0.387, mat=0.002, sens=0.771, deg=0.000]
Ep 041/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:32,  1.53s/it, loss=0.387, mat=0.002, sens=0.771, deg=0.000]
Ep 041/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:32,  1.53s/it, loss=0.395, mat=0.005, sens=0.778, deg=0.000]
Ep 041/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:29,  1.53s/it, loss=0.395, mat=0.005, sens=0.778, deg=0.000]
Ep 041/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:29,  1.53s/it, loss=0.374, mat=0.004, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:29,  1.53s/it, loss=0.374, mat=0.004, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:29,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:37,  1.57s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:37,  1.57s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:31,  1.56s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:31,  1.56s/it, loss=0.392, mat=0.002, sens=0.780, deg=0.000]
Ep 041/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:27,  1.54s/it, loss=0.392, mat=0.002, sens=0.780, deg=0.000]
Ep 041/100 [S3:+sens]:   5%|▏  | 13/264 [00:22<06:27,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   5%|▏  | 14/264 [00:22<06:24,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:24,  1.54s/it, loss=0.442, mat=0.006, sens=0.876, deg=0.000]
Ep 041/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:20,  1.53s/it, loss=0.442, mat=0.006, sens=0.876, deg=0.000]
Ep 041/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:20,  1.53s/it, loss=0.389, mat=0.003, sens=0.773, deg=0.000]
Ep 041/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:18,  1.53s/it, loss=0.389, mat=0.003, sens=0.773, deg=0.000]
Ep 041/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:18,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:16,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:16,  1.52s/it, loss=0.394, mat=0.003, sens=0.783, deg=0.000]
Ep 041/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:14,  1.52s/it, loss=0.394, mat=0.003, sens=0.783, deg=0.000]
Ep 041/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:14,  1.52s/it, loss=0.393, mat=0.005, sens=0.774, deg=0.000]
Ep 041/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:12,  1.52s/it, loss=0.393, mat=0.005, sens=0.774, deg=0.000]
Ep 041/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:12,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:10,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:10,  1.52s/it, loss=0.387, mat=0.005, sens=0.763, deg=0.000]
Ep 041/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:08,  1.52s/it, loss=0.387, mat=0.005, sens=0.763, deg=0.000]
Ep 041/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:08,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:07,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:07,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:06,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:06,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:04,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:04,  1.52s/it, loss=0.376, mat=0.005, sens=0.743, deg=0.000]
Ep 041/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:03,  1.52s/it, loss=0.376, mat=0.005, sens=0.743, deg=0.000]
Ep 041/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:03,  1.52s/it, loss=0.381, mat=0.003, sens=0.743, deg=0.000]
Ep 041/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:07,  1.54s/it, loss=0.381, mat=0.003, sens=0.743, deg=0.000]
Ep 041/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:07,  1.54s/it, loss=0.393, mat=0.004, sens=0.779, deg=0.000]
Ep 041/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:04,  1.54s/it, loss=0.393, mat=0.004, sens=0.779, deg=0.000]
Ep 041/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:04,  1.54s/it, loss=0.370, mat=0.004, sens=0.733, deg=0.000]
Ep 041/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<06:01,  1.53s/it, loss=0.370, mat=0.004, sens=0.733, deg=0.000]
Ep 041/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<06:01,  1.53s/it, loss=0.385, mat=0.002, sens=0.765, deg=0.000]
Ep 041/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:59,  1.53s/it, loss=0.385, mat=0.002, sens=0.765, deg=0.000]
Ep 041/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:59,  1.53s/it, loss=0.380, mat=0.004, sens=0.747, deg=0.000]
Ep 041/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:57,  1.53s/it, loss=0.380, mat=0.004, sens=0.747, deg=0.000]
Ep 041/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:57,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:56,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:56,  1.53s/it, loss=0.392, mat=0.004, sens=0.776, deg=0.000]
Ep 041/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:54,  1.53s/it, loss=0.392, mat=0.004, sens=0.776, deg=0.000]
Ep 041/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:54,  1.53s/it, loss=0.402, mat=0.002, sens=0.796, deg=0.000]
Ep 041/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:52,  1.52s/it, loss=0.402, mat=0.002, sens=0.796, deg=0.000]
Ep 041/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:52,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:52,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  13%|▍  | 34/264 [00:54<05:52,  1.53s/it, loss=0.392, mat=0.004, sens=0.775, deg=0.000]
Ep 041/100 [S3:+sens]:  13%|▍  | 35/264 [00:54<05:50,  1.53s/it, loss=0.392, mat=0.004, sens=0.775, deg=0.000]
Ep 041/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:50,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:48,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  14%|▍  | 36/264 [00:57<05:48,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  14%|▍  | 37/264 [00:57<05:46,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:46,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:49,  1.55s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:49,  1.55s/it, loss=0.381, mat=0.003, sens=0.755, deg=0.000]
Ep 041/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:46,  1.54s/it, loss=0.381, mat=0.003, sens=0.755, deg=0.000]
Ep 041/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:46,  1.54s/it, loss=0.387, mat=0.005, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:44,  1.54s/it, loss=0.387, mat=0.005, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:44,  1.54s/it, loss=0.395, mat=0.004, sens=0.773, deg=0.000]
Ep 041/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:41,  1.53s/it, loss=0.395, mat=0.004, sens=0.773, deg=0.000]
Ep 041/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:41,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:39,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:39,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:37,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:37,  1.53s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 041/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:35,  1.53s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 041/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:35,  1.53s/it, loss=0.375, mat=0.004, sens=0.742, deg=0.000]
Ep 041/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:34,  1.53s/it, loss=0.375, mat=0.004, sens=0.742, deg=0.000]
Ep 041/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:34,  1.53s/it, loss=0.377, mat=0.004, sens=0.746, deg=0.000]
Ep 041/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:32,  1.53s/it, loss=0.377, mat=0.004, sens=0.746, deg=0.000]
Ep 041/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:32,  1.53s/it, loss=0.408, mat=0.008, sens=0.768, deg=0.000]
Ep 041/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:30,  1.52s/it, loss=0.408, mat=0.008, sens=0.768, deg=0.000]
Ep 041/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:30,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:29,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:29,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:27,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  19%|▌  | 49/264 [01:17<05:27,  1.52s/it, loss=0.374, mat=0.005, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:26,  1.53s/it, loss=0.374, mat=0.005, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:26,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:24,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  19%|▌  | 51/264 [01:20<05:24,  1.53s/it, loss=0.379, mat=0.003, sens=0.751, deg=0.000]
Ep 041/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:23,  1.53s/it, loss=0.379, mat=0.003, sens=0.751, deg=0.000]
Ep 041/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:23,  1.53s/it, loss=0.388, mat=0.004, sens=0.761, deg=0.000]
Ep 041/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:22,  1.53s/it, loss=0.388, mat=0.004, sens=0.761, deg=0.000]
Ep 041/100 [S3:+sens]:  20%|▌  | 53/264 [01:23<05:22,  1.53s/it, loss=0.409, mat=0.004, sens=0.808, deg=0.000]
Ep 041/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:20,  1.53s/it, loss=0.409, mat=0.004, sens=0.808, deg=0.000]
Ep 041/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:20,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:19,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  21%|▋  | 55/264 [01:26<05:19,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:22,  1.55s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:22,  1.55s/it, loss=0.015, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:19,  1.54s/it, loss=0.015, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:19,  1.54s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:18,  1.55s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:18,  1.55s/it, loss=0.016, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:16,  1.54s/it, loss=0.016, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:16,  1.54s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:13,  1.54s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:13,  1.54s/it, loss=0.385, mat=0.004, sens=0.733, deg=0.000]
Ep 041/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:11,  1.53s/it, loss=0.385, mat=0.004, sens=0.733, deg=0.000]
Ep 041/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:11,  1.53s/it, loss=0.381, mat=0.004, sens=0.743, deg=0.000]
Ep 041/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:09,  1.53s/it, loss=0.381, mat=0.004, sens=0.743, deg=0.000]
Ep 041/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:09,  1.53s/it, loss=0.377, mat=0.004, sens=0.731, deg=0.000]
Ep 041/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:06,  1.53s/it, loss=0.377, mat=0.004, sens=0.731, deg=0.000]
Ep 041/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:06,  1.53s/it, loss=0.395, mat=0.003, sens=0.744, deg=0.000]
Ep 041/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:05,  1.53s/it, loss=0.395, mat=0.003, sens=0.744, deg=0.000]
Ep 041/100 [S3:+sens]:  24%|▋  | 64/264 [01:40<05:05,  1.53s/it, loss=0.385, mat=0.004, sens=0.757, deg=0.000]
Ep 041/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:03,  1.53s/it, loss=0.385, mat=0.004, sens=0.757, deg=0.000]
Ep 041/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:03,  1.53s/it, loss=0.371, mat=0.005, sens=0.726, deg=0.000]
Ep 041/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:02,  1.53s/it, loss=0.371, mat=0.005, sens=0.726, deg=0.000]
Ep 041/100 [S3:+sens]:  25%|▊  | 66/264 [01:43<05:02,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<05:00,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:00,  1.53s/it, loss=0.375, mat=0.003, sens=0.746, deg=0.000]
Ep 041/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:58,  1.52s/it, loss=0.375, mat=0.003, sens=0.746, deg=0.000]
Ep 041/100 [S3:+sens]:  26%|▊  | 68/264 [01:46<04:58,  1.52s/it, loss=0.376, mat=0.003, sens=0.742, deg=0.000]
Ep 041/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:57,  1.52s/it, loss=0.376, mat=0.003, sens=0.742, deg=0.000]
Ep 041/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:57,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<05:00,  1.55s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  27%|▊  | 70/264 [01:49<05:00,  1.55s/it, loss=0.363, mat=0.004, sens=0.720, deg=0.000]
Ep 041/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:57,  1.54s/it, loss=0.363, mat=0.004, sens=0.720, deg=0.000]
Ep 041/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:57,  1.54s/it, loss=0.383, mat=0.004, sens=0.757, deg=0.000]
Ep 041/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:55,  1.54s/it, loss=0.383, mat=0.004, sens=0.757, deg=0.000]
Ep 041/100 [S3:+sens]:  27%|▊  | 72/264 [01:52<04:55,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:53,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:53,  1.53s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 041/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:51,  1.53s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 041/100 [S3:+sens]:  28%|▊  | 74/264 [01:55<04:51,  1.53s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:49,  1.53s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:49,  1.53s/it, loss=0.367, mat=0.005, sens=0.727, deg=0.000]
Ep 041/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:47,  1.53s/it, loss=0.367, mat=0.005, sens=0.727, deg=0.000]
Ep 041/100 [S3:+sens]:  29%|▊  | 76/264 [01:58<04:47,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:45,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:45,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:44,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:44,  1.53s/it, loss=0.393, mat=0.005, sens=0.777, deg=0.000]
Ep 041/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:42,  1.53s/it, loss=0.393, mat=0.005, sens=0.777, deg=0.000]
Ep 041/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:42,  1.53s/it, loss=0.438, mat=0.003, sens=0.872, deg=0.000]
Ep 041/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:41,  1.53s/it, loss=0.438, mat=0.003, sens=0.872, deg=0.000]
Ep 041/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  31%|▉  | 81/264 [02:06<04:39,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:46,  1.57s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:46,  1.57s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:42,  1.56s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  31%|▉  | 83/264 [02:09<04:42,  1.56s/it, loss=0.366, mat=0.004, sens=0.725, deg=0.000]
Ep 041/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:39,  1.55s/it, loss=0.366, mat=0.004, sens=0.725, deg=0.000]
Ep 041/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:39,  1.55s/it, loss=0.392, mat=0.002, sens=0.779, deg=0.000]
Ep 041/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:36,  1.54s/it, loss=0.392, mat=0.002, sens=0.779, deg=0.000]
Ep 041/100 [S3:+sens]:  32%|▉  | 85/264 [02:12<04:36,  1.54s/it, loss=0.366, mat=0.003, sens=0.726, deg=0.000]
Ep 041/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:33,  1.54s/it, loss=0.366, mat=0.003, sens=0.726, deg=0.000]
Ep 041/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:33,  1.54s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:31,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  33%|▉  | 87/264 [02:15<04:31,  1.53s/it, loss=0.374, mat=0.003, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:29,  1.53s/it, loss=0.374, mat=0.003, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:29,  1.53s/it, loss=0.380, mat=0.005, sens=0.748, deg=0.000]
Ep 041/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:27,  1.53s/it, loss=0.380, mat=0.005, sens=0.748, deg=0.000]
Ep 041/100 [S3:+sens]:  34%|█  | 89/264 [02:18<04:27,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:25,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:25,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:23,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  34%|█  | 91/264 [02:21<04:23,  1.52s/it, loss=0.387, mat=0.004, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:22,  1.53s/it, loss=0.387, mat=0.004, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:22,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:20,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  35%|█  | 93/264 [02:24<04:20,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:19,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  36%|█  | 94/264 [02:26<04:19,  1.53s/it, loss=0.384, mat=0.003, sens=0.747, deg=0.000]
Ep 041/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:17,  1.52s/it, loss=0.384, mat=0.003, sens=0.747, deg=0.000]
Ep 041/100 [S3:+sens]:  36%|█  | 95/264 [02:27<04:17,  1.52s/it, loss=0.370, mat=0.003, sens=0.728, deg=0.000]
Ep 041/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:16,  1.53s/it, loss=0.370, mat=0.003, sens=0.728, deg=0.000]
Ep 041/100 [S3:+sens]:  36%|█  | 96/264 [02:29<04:16,  1.53s/it, loss=0.388, mat=0.003, sens=0.765, deg=0.000]
Ep 041/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:14,  1.53s/it, loss=0.388, mat=0.003, sens=0.765, deg=0.000]
Ep 041/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:14,  1.53s/it, loss=0.373, mat=0.002, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.373, mat=0.002, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  37%|█  | 98/264 [02:32<04:12,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 041/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:11,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 041/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:11,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:13,  1.55s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  38%|▊ | 100/264 [02:35<04:13,  1.55s/it, loss=0.368, mat=0.002, sens=0.728, deg=0.000]
Ep 041/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:10,  1.54s/it, loss=0.368, mat=0.002, sens=0.728, deg=0.000]
Ep 041/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:10,  1.54s/it, loss=0.380, mat=0.005, sens=0.753, deg=0.000]
Ep 041/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:08,  1.53s/it, loss=0.380, mat=0.005, sens=0.753, deg=0.000]
Ep 041/100 [S3:+sens]:  39%|▊ | 102/264 [02:38<04:08,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:06,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:06,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:04,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  39%|▊ | 104/264 [02:41<04:04,  1.53s/it, loss=0.377, mat=0.003, sens=0.751, deg=0.000]
Ep 041/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:02,  1.53s/it, loss=0.377, mat=0.003, sens=0.751, deg=0.000]
Ep 041/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:02,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:02,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  40%|▊ | 106/264 [02:44<04:02,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<04:00,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<04:00,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:58,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  41%|▊ | 108/264 [02:47<03:58,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:56,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:56,  1.53s/it, loss=0.384, mat=0.005, sens=0.760, deg=0.000]
Ep 041/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:55,  1.53s/it, loss=0.384, mat=0.005, sens=0.760, deg=0.000]
Ep 041/100 [S3:+sens]:  42%|▊ | 110/264 [02:50<03:55,  1.53s/it, loss=0.372, mat=0.004, sens=0.734, deg=0.000]
Ep 041/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:53,  1.53s/it, loss=0.372, mat=0.004, sens=0.734, deg=0.000]
Ep 041/100 [S3:+sens]:  42%|▊ | 111/264 [02:52<03:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  42%|▊ | 112/264 [02:53<03:52,  1.53s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 041/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:50,  1.53s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 041/100 [S3:+sens]:  43%|▊ | 113/264 [02:55<03:50,  1.53s/it, loss=0.370, mat=0.005, sens=0.732, deg=0.000]
Ep 041/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:48,  1.53s/it, loss=0.370, mat=0.005, sens=0.732, deg=0.000]
Ep 041/100 [S3:+sens]:  43%|▊ | 114/264 [02:56<03:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:50,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  44%|▊ | 115/264 [02:58<03:50,  1.55s/it, loss=0.362, mat=0.004, sens=0.716, deg=0.000]
Ep 041/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:47,  1.54s/it, loss=0.362, mat=0.004, sens=0.716, deg=0.000]
Ep 041/100 [S3:+sens]:  44%|▉ | 116/264 [02:59<03:47,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:45,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  44%|▉ | 117/264 [03:01<03:45,  1.54s/it, loss=0.367, mat=0.001, sens=0.729, deg=0.000]
Ep 041/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:43,  1.53s/it, loss=0.367, mat=0.001, sens=0.729, deg=0.000]
Ep 041/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:43,  1.53s/it, loss=0.382, mat=0.004, sens=0.749, deg=0.000]
Ep 041/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:41,  1.53s/it, loss=0.382, mat=0.004, sens=0.749, deg=0.000]
Ep 041/100 [S3:+sens]:  45%|▉ | 119/264 [03:04<03:41,  1.53s/it, loss=0.365, mat=0.003, sens=0.720, deg=0.000]
Ep 041/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:40,  1.53s/it, loss=0.365, mat=0.003, sens=0.720, deg=0.000]
Ep 041/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:40,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:38,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  46%|▉ | 121/264 [03:07<03:38,  1.53s/it, loss=0.371, mat=0.003, sens=0.731, deg=0.000]
Ep 041/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:36,  1.53s/it, loss=0.371, mat=0.003, sens=0.731, deg=0.000]
Ep 041/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:36,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:34,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  47%|▉ | 123/264 [03:10<03:34,  1.52s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 041/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:33,  1.52s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 041/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:33,  1.52s/it, loss=0.377, mat=0.004, sens=0.730, deg=0.000]
Ep 041/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:31,  1.52s/it, loss=0.377, mat=0.004, sens=0.730, deg=0.000]
Ep 041/100 [S3:+sens]:  47%|▉ | 125/264 [03:13<03:31,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:30,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  48%|▉ | 126/264 [03:15<03:30,  1.52s/it, loss=0.368, mat=0.003, sens=0.728, deg=0.000]
Ep 041/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:32,  1.55s/it, loss=0.368, mat=0.003, sens=0.728, deg=0.000]
Ep 041/100 [S3:+sens]:  48%|▉ | 127/264 [03:16<03:32,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:29,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  48%|▉ | 128/264 [03:18<03:29,  1.54s/it, loss=0.363, mat=0.004, sens=0.719, deg=0.000]
Ep 041/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:27,  1.54s/it, loss=0.363, mat=0.004, sens=0.719, deg=0.000]
Ep 041/100 [S3:+sens]:  49%|▉ | 129/264 [03:19<03:27,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:26,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  49%|▉ | 130/264 [03:21<03:26,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:24,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  50%|▉ | 131/264 [03:22<03:24,  1.54s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:22,  1.54s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  50%|█ | 132/264 [03:24<03:22,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:20,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  50%|█ | 133/264 [03:25<03:20,  1.53s/it, loss=0.382, mat=0.004, sens=0.749, deg=0.000]
Ep 041/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:18,  1.53s/it, loss=0.382, mat=0.004, sens=0.749, deg=0.000]
Ep 041/100 [S3:+sens]:  51%|█ | 134/264 [03:27<03:18,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:17,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  51%|█ | 135/264 [03:28<03:17,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:15,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  52%|█ | 136/264 [03:30<03:15,  1.53s/it, loss=0.380, mat=0.004, sens=0.752, deg=0.000]
Ep 041/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:13,  1.53s/it, loss=0.380, mat=0.004, sens=0.752, deg=0.000]
Ep 041/100 [S3:+sens]:  52%|█ | 137/264 [03:31<03:13,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:12,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  52%|█ | 138/264 [03:33<03:12,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:10,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  53%|█ | 139/264 [03:34<03:10,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:09,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  53%|█ | 140/264 [03:36<03:09,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:07,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:07,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:06,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  54%|█ | 142/264 [03:39<03:06,  1.53s/it, loss=0.352, mat=0.003, sens=0.698, deg=0.000]
Ep 041/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:04,  1.53s/it, loss=0.352, mat=0.003, sens=0.698, deg=0.000]
Ep 041/100 [S3:+sens]:  54%|█ | 143/264 [03:41<03:04,  1.53s/it, loss=0.398, mat=0.004, sens=0.786, deg=0.000]
Ep 041/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:03,  1.53s/it, loss=0.398, mat=0.004, sens=0.786, deg=0.000]
Ep 041/100 [S3:+sens]:  55%|█ | 144/264 [03:42<03:03,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:01,  1.53s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  55%|█ | 145/264 [03:44<03:01,  1.53s/it, loss=0.381, mat=0.004, sens=0.752, deg=0.000]
Ep 041/100 [S3:+sens]:  55%|█ | 146/264 [03:44<03:02,  1.55s/it, loss=0.381, mat=0.004, sens=0.752, deg=0.000]
Ep 041/100 [S3:+sens]:  55%|█ | 146/264 [03:45<03:02,  1.55s/it, loss=0.497, mat=0.003, sens=0.716, deg=0.000]
Ep 041/100 [S3:+sens]:  56%|█ | 147/264 [03:45<03:00,  1.54s/it, loss=0.497, mat=0.003, sens=0.716, deg=0.000]
Ep 041/100 [S3:+sens]:  56%|█ | 147/264 [03:47<03:00,  1.54s/it, loss=0.408, mat=0.002, sens=0.714, deg=0.000]
Ep 041/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:58,  1.53s/it, loss=0.408, mat=0.002, sens=0.714, deg=0.000]
Ep 041/100 [S3:+sens]:  56%|█ | 148/264 [03:48<02:58,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:56,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  56%|█▏| 149/264 [03:50<02:56,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:54,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  57%|█▏| 150/264 [03:51<02:54,  1.53s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:52,  1.53s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  57%|█▏| 151/264 [03:53<02:52,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:51,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  58%|█▏| 152/264 [03:54<02:51,  1.53s/it, loss=0.379, mat=0.004, sens=0.751, deg=0.000]
Ep 041/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:49,  1.53s/it, loss=0.379, mat=0.004, sens=0.751, deg=0.000]
Ep 041/100 [S3:+sens]:  58%|█▏| 153/264 [03:56<02:49,  1.53s/it, loss=0.357, mat=0.004, sens=0.709, deg=0.000]
Ep 041/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:49,  1.54s/it, loss=0.357, mat=0.004, sens=0.709, deg=0.000]
Ep 041/100 [S3:+sens]:  58%|█▏| 154/264 [03:57<02:49,  1.54s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:47,  1.54s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  59%|█▏| 155/264 [03:59<02:47,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:45,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  59%|█▏| 156/264 [04:00<02:45,  1.53s/it, loss=0.375, mat=0.004, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:43,  1.53s/it, loss=0.375, mat=0.004, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  59%|█▏| 157/264 [04:02<02:43,  1.53s/it, loss=0.378, mat=0.004, sens=0.747, deg=0.000]
Ep 041/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:42,  1.53s/it, loss=0.378, mat=0.004, sens=0.747, deg=0.000]
Ep 041/100 [S3:+sens]:  60%|█▏| 158/264 [04:04<02:42,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:40,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  60%|█▏| 159/264 [04:05<02:40,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:41,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  61%|█▏| 160/264 [04:07<02:41,  1.55s/it, loss=0.374, mat=0.002, sens=0.741, deg=0.000]
Ep 041/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:38,  1.54s/it, loss=0.374, mat=0.002, sens=0.741, deg=0.000]
Ep 041/100 [S3:+sens]:  61%|█▏| 161/264 [04:08<02:38,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:36,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  61%|█▏| 162/264 [04:10<02:36,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  62%|█▏| 163/264 [04:10<02:34,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  62%|█▏| 163/264 [04:11<02:34,  1.53s/it, loss=0.386, mat=0.003, sens=0.764, deg=0.000]
Ep 041/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:33,  1.53s/it, loss=0.386, mat=0.003, sens=0.764, deg=0.000]
Ep 041/100 [S3:+sens]:  62%|█▏| 164/264 [04:13<02:33,  1.53s/it, loss=0.381, mat=0.003, sens=0.755, deg=0.000]
Ep 041/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:31,  1.53s/it, loss=0.381, mat=0.003, sens=0.755, deg=0.000]
Ep 041/100 [S3:+sens]:  62%|█▎| 165/264 [04:14<02:31,  1.53s/it, loss=0.358, mat=0.003, sens=0.712, deg=0.000]
Ep 041/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.53s/it, loss=0.358, mat=0.003, sens=0.712, deg=0.000]
Ep 041/100 [S3:+sens]:  63%|█▎| 166/264 [04:16<02:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  63%|█▎| 167/264 [04:17<02:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:26,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  64%|█▎| 168/264 [04:19<02:26,  1.53s/it, loss=0.364, mat=0.004, sens=0.719, deg=0.000]
Ep 041/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:24,  1.52s/it, loss=0.364, mat=0.004, sens=0.719, deg=0.000]
Ep 041/100 [S3:+sens]:  64%|█▎| 169/264 [04:20<02:24,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 041/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:23,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 041/100 [S3:+sens]:  64%|█▎| 170/264 [04:22<02:23,  1.52s/it, loss=0.377, mat=0.005, sens=0.747, deg=0.000]
Ep 041/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:21,  1.52s/it, loss=0.377, mat=0.005, sens=0.747, deg=0.000]
Ep 041/100 [S3:+sens]:  65%|█▎| 171/264 [04:23<02:21,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:22,  1.55s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  65%|█▎| 172/264 [04:25<02:22,  1.55s/it, loss=0.363, mat=0.004, sens=0.718, deg=0.000]
Ep 041/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:20,  1.54s/it, loss=0.363, mat=0.004, sens=0.718, deg=0.000]
Ep 041/100 [S3:+sens]:  66%|█▎| 173/264 [04:27<02:20,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:18,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  66%|█▎| 174/264 [04:28<02:18,  1.54s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 041/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:16,  1.53s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 041/100 [S3:+sens]:  66%|█▎| 175/264 [04:30<02:16,  1.53s/it, loss=0.379, mat=0.002, sens=0.751, deg=0.000]
Ep 041/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:14,  1.53s/it, loss=0.379, mat=0.002, sens=0.751, deg=0.000]
Ep 041/100 [S3:+sens]:  67%|█▎| 176/264 [04:31<02:14,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:13,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  67%|█▎| 177/264 [04:33<02:13,  1.53s/it, loss=0.376, mat=0.004, sens=0.745, deg=0.000]
Ep 041/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:12,  1.54s/it, loss=0.376, mat=0.004, sens=0.745, deg=0.000]
Ep 041/100 [S3:+sens]:  67%|█▎| 178/264 [04:34<02:12,  1.54s/it, loss=0.416, mat=0.003, sens=0.827, deg=0.000]
Ep 041/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:10,  1.53s/it, loss=0.416, mat=0.003, sens=0.827, deg=0.000]
Ep 041/100 [S3:+sens]:  68%|█▎| 179/264 [04:36<02:10,  1.53s/it, loss=0.355, mat=0.004, sens=0.704, deg=0.000]
Ep 041/100 [S3:+sens]:  68%|█▎| 180/264 [04:36<02:08,  1.53s/it, loss=0.355, mat=0.004, sens=0.704, deg=0.000]
Ep 041/100 [S3:+sens]:  68%|█▎| 180/264 [04:37<02:08,  1.53s/it, loss=0.368, mat=0.003, sens=0.731, deg=0.000]
Ep 041/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:07,  1.53s/it, loss=0.368, mat=0.003, sens=0.731, deg=0.000]
Ep 041/100 [S3:+sens]:  69%|█▎| 181/264 [04:39<02:07,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  69%|█▍| 182/264 [04:39<02:05,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  69%|█▍| 182/264 [04:40<02:05,  1.53s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 041/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:03,  1.53s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 041/100 [S3:+sens]:  69%|█▍| 183/264 [04:42<02:03,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  70%|█▍| 184/264 [04:42<02:01,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  70%|█▍| 184/264 [04:43<02:01,  1.52s/it, loss=0.396, mat=0.003, sens=0.786, deg=0.000]
Ep 041/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.52s/it, loss=0.396, mat=0.003, sens=0.786, deg=0.000]
Ep 041/100 [S3:+sens]:  70%|█▍| 185/264 [04:45<02:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<01:58,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  70%|█▍| 186/264 [04:46<01:58,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:57,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  71%|█▍| 187/264 [04:48<01:57,  1.53s/it, loss=0.385, mat=0.004, sens=0.752, deg=0.000]
Ep 041/100 [S3:+sens]:  71%|█▍| 188/264 [04:48<01:55,  1.53s/it, loss=0.385, mat=0.004, sens=0.752, deg=0.000]
Ep 041/100 [S3:+sens]:  71%|█▍| 188/264 [04:49<01:55,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:54,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  72%|█▍| 189/264 [04:51<01:54,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  72%|█▍| 190/264 [04:51<01:54,  1.55s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  72%|█▍| 190/264 [04:53<01:54,  1.55s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:52,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  72%|█▍| 191/264 [04:54<01:52,  1.54s/it, loss=0.403, mat=0.004, sens=0.719, deg=0.000]
Ep 041/100 [S3:+sens]:  73%|█▍| 192/264 [04:54<01:50,  1.53s/it, loss=0.403, mat=0.004, sens=0.719, deg=0.000]
Ep 041/100 [S3:+sens]:  73%|█▍| 192/264 [04:56<01:50,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  73%|█▍| 193/264 [04:56<01:48,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  73%|█▍| 193/264 [04:57<01:48,  1.53s/it, loss=0.383, mat=0.004, sens=0.754, deg=0.000]
Ep 041/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:46,  1.53s/it, loss=0.383, mat=0.004, sens=0.754, deg=0.000]
Ep 041/100 [S3:+sens]:  73%|█▍| 194/264 [04:59<01:46,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:45,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  74%|█▍| 195/264 [05:00<01:45,  1.53s/it, loss=0.369, mat=0.005, sens=0.729, deg=0.000]
Ep 041/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:43,  1.53s/it, loss=0.369, mat=0.005, sens=0.729, deg=0.000]
Ep 041/100 [S3:+sens]:  74%|█▍| 196/264 [05:02<01:43,  1.53s/it, loss=0.402, mat=0.004, sens=0.794, deg=0.000]
Ep 041/100 [S3:+sens]:  75%|█▍| 197/264 [05:02<01:42,  1.53s/it, loss=0.402, mat=0.004, sens=0.794, deg=0.000]
Ep 041/100 [S3:+sens]:  75%|█▍| 197/264 [05:03<01:42,  1.53s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 041/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.53s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 041/100 [S3:+sens]:  75%|█▌| 198/264 [05:05<01:40,  1.53s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 041/100 [S3:+sens]:  75%|█▌| 199/264 [05:05<01:39,  1.53s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 041/100 [S3:+sens]:  75%|█▌| 199/264 [05:06<01:39,  1.53s/it, loss=0.371, mat=0.004, sens=0.734, deg=0.000]
Ep 041/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.371, mat=0.004, sens=0.734, deg=0.000]
Ep 041/100 [S3:+sens]:  76%|█▌| 200/264 [05:08<01:37,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  76%|█▌| 201/264 [05:08<01:36,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  76%|█▌| 201/264 [05:09<01:36,  1.52s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 041/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:35,  1.53s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 041/100 [S3:+sens]:  77%|█▌| 202/264 [05:11<01:35,  1.53s/it, loss=0.472, mat=0.005, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  77%|█▌| 203/264 [05:11<01:33,  1.54s/it, loss=0.472, mat=0.005, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  77%|█▌| 203/264 [05:12<01:33,  1.54s/it, loss=0.391, mat=0.002, sens=0.765, deg=0.000]
Ep 041/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:31,  1.53s/it, loss=0.391, mat=0.002, sens=0.765, deg=0.000]
Ep 041/100 [S3:+sens]:  77%|█▌| 204/264 [05:14<01:31,  1.53s/it, loss=0.387, mat=0.003, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  78%|█▌| 205/264 [05:14<01:31,  1.55s/it, loss=0.387, mat=0.003, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  78%|█▌| 205/264 [05:16<01:31,  1.55s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  78%|█▌| 206/264 [05:16<01:29,  1.54s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  78%|█▌| 206/264 [05:17<01:29,  1.54s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  78%|█▌| 207/264 [05:17<01:27,  1.54s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  78%|█▌| 207/264 [05:19<01:27,  1.54s/it, loss=0.378, mat=0.005, sens=0.744, deg=0.000]
Ep 041/100 [S3:+sens]:  79%|█▌| 208/264 [05:19<01:25,  1.53s/it, loss=0.378, mat=0.005, sens=0.744, deg=0.000]
Ep 041/100 [S3:+sens]:  79%|█▌| 208/264 [05:20<01:25,  1.53s/it, loss=0.387, mat=0.003, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  79%|█▌| 209/264 [05:20<01:24,  1.53s/it, loss=0.387, mat=0.003, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  79%|█▌| 209/264 [05:22<01:24,  1.53s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 041/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:22,  1.53s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 041/100 [S3:+sens]:  80%|█▌| 210/264 [05:23<01:22,  1.53s/it, loss=0.384, mat=0.001, sens=0.762, deg=0.000]
Ep 041/100 [S3:+sens]:  80%|█▌| 211/264 [05:23<01:20,  1.53s/it, loss=0.384, mat=0.001, sens=0.762, deg=0.000]
Ep 041/100 [S3:+sens]:  80%|█▌| 211/264 [05:25<01:20,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  80%|█▌| 212/264 [05:26<01:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  81%|█▌| 213/264 [05:26<01:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  81%|█▌| 213/264 [05:28<01:17,  1.52s/it, loss=0.384, mat=0.005, sens=0.761, deg=0.000]
Ep 041/100 [S3:+sens]:  81%|█▌| 214/264 [05:28<01:16,  1.52s/it, loss=0.384, mat=0.005, sens=0.761, deg=0.000]
Ep 041/100 [S3:+sens]:  81%|█▌| 214/264 [05:29<01:16,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:14,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  81%|█▋| 215/264 [05:31<01:14,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  82%|█▋| 216/264 [05:31<01:13,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  82%|█▋| 216/264 [05:32<01:13,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:12,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  82%|█▋| 217/264 [05:34<01:12,  1.54s/it, loss=0.380, mat=0.003, sens=0.753, deg=0.000]
Ep 041/100 [S3:+sens]:  83%|█▋| 218/264 [05:34<01:10,  1.54s/it, loss=0.380, mat=0.003, sens=0.753, deg=0.000]
Ep 041/100 [S3:+sens]:  83%|█▋| 218/264 [05:35<01:10,  1.54s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.53s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  83%|█▋| 219/264 [05:37<01:08,  1.53s/it, loss=0.402, mat=0.004, sens=0.799, deg=0.000]
Ep 041/100 [S3:+sens]:  83%|█▋| 220/264 [05:37<01:07,  1.53s/it, loss=0.402, mat=0.004, sens=0.799, deg=0.000]
Ep 041/100 [S3:+sens]:  83%|█▋| 220/264 [05:38<01:07,  1.53s/it, loss=0.376, mat=0.003, sens=0.744, deg=0.000]
Ep 041/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.53s/it, loss=0.376, mat=0.003, sens=0.744, deg=0.000]
Ep 041/100 [S3:+sens]:  84%|█▋| 221/264 [05:40<01:05,  1.53s/it, loss=0.393, mat=0.007, sens=0.777, deg=0.000]
Ep 041/100 [S3:+sens]:  84%|█▋| 222/264 [05:40<01:04,  1.53s/it, loss=0.393, mat=0.007, sens=0.777, deg=0.000]
Ep 041/100 [S3:+sens]:  84%|█▋| 222/264 [05:41<01:04,  1.53s/it, loss=0.376, mat=0.005, sens=0.738, deg=0.000]
Ep 041/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.53s/it, loss=0.376, mat=0.005, sens=0.738, deg=0.000]
Ep 041/100 [S3:+sens]:  84%|█▋| 223/264 [05:43<01:02,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  85%|█▋| 224/264 [05:43<01:00,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  85%|█▋| 224/264 [05:45<01:00,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  85%|█▋| 225/264 [05:45<00:59,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  85%|█▋| 225/264 [05:46<00:59,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  86%|█▋| 226/264 [05:46<00:57,  1.53s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  86%|█▋| 226/264 [05:48<00:57,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  86%|█▋| 227/264 [05:48<00:56,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  86%|█▋| 227/264 [05:49<00:56,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  86%|█▋| 228/264 [05:49<00:55,  1.53s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  86%|█▋| 228/264 [05:51<00:55,  1.53s/it, loss=0.398, mat=0.003, sens=0.788, deg=0.001]
Ep 041/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:53,  1.53s/it, loss=0.398, mat=0.003, sens=0.788, deg=0.001]
Ep 041/100 [S3:+sens]:  87%|█▋| 229/264 [05:52<00:53,  1.53s/it, loss=0.395, mat=0.004, sens=0.784, deg=0.000]
Ep 041/100 [S3:+sens]:  87%|█▋| 230/264 [05:52<00:51,  1.53s/it, loss=0.395, mat=0.004, sens=0.784, deg=0.000]
Ep 041/100 [S3:+sens]:  87%|█▋| 230/264 [05:54<00:51,  1.53s/it, loss=0.386, mat=0.005, sens=0.763, deg=0.000]
Ep 041/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:50,  1.52s/it, loss=0.386, mat=0.005, sens=0.763, deg=0.000]
Ep 041/100 [S3:+sens]:  88%|█▊| 231/264 [05:55<00:50,  1.52s/it, loss=0.427, mat=0.004, sens=0.847, deg=0.000]
Ep 041/100 [S3:+sens]:  88%|█▊| 232/264 [05:55<00:48,  1.52s/it, loss=0.427, mat=0.004, sens=0.847, deg=0.000]
Ep 041/100 [S3:+sens]:  88%|█▊| 232/264 [05:57<00:48,  1.52s/it, loss=0.381, mat=0.003, sens=0.755, deg=0.001]
Ep 041/100 [S3:+sens]:  88%|█▊| 233/264 [05:57<00:47,  1.52s/it, loss=0.381, mat=0.003, sens=0.755, deg=0.001]
Ep 041/100 [S3:+sens]:  88%|█▊| 233/264 [05:58<00:47,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:45,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  89%|█▊| 234/264 [06:00<00:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  89%|█▊| 235/264 [06:00<00:44,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  89%|█▊| 235/264 [06:01<00:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:43,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  89%|█▊| 236/264 [06:03<00:43,  1.55s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  90%|█▊| 237/264 [06:03<00:41,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  90%|█▊| 237/264 [06:04<00:41,  1.54s/it, loss=0.352, mat=0.003, sens=0.700, deg=0.000]
Ep 041/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.53s/it, loss=0.352, mat=0.003, sens=0.700, deg=0.000]
Ep 041/100 [S3:+sens]:  90%|█▊| 238/264 [06:06<00:39,  1.53s/it, loss=0.393, mat=0.004, sens=0.782, deg=0.000]
Ep 041/100 [S3:+sens]:  91%|█▊| 239/264 [06:06<00:38,  1.53s/it, loss=0.393, mat=0.004, sens=0.782, deg=0.000]
Ep 041/100 [S3:+sens]:  91%|█▊| 239/264 [06:07<00:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  91%|█▊| 240/264 [06:09<00:36,  1.53s/it, loss=0.376, mat=0.004, sens=0.748, deg=0.000]
Ep 041/100 [S3:+sens]:  91%|█▊| 241/264 [06:09<00:35,  1.52s/it, loss=0.376, mat=0.004, sens=0.748, deg=0.000]
Ep 041/100 [S3:+sens]:  91%|█▊| 241/264 [06:10<00:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  92%|█▊| 242/264 [06:12<00:33,  1.52s/it, loss=0.379, mat=0.003, sens=0.751, deg=0.000]
Ep 041/100 [S3:+sens]:  92%|█▊| 243/264 [06:12<00:31,  1.52s/it, loss=0.379, mat=0.003, sens=0.751, deg=0.000]
Ep 041/100 [S3:+sens]:  92%|█▊| 243/264 [06:14<00:31,  1.52s/it, loss=0.373, mat=0.002, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  92%|█▊| 244/264 [06:14<00:30,  1.52s/it, loss=0.373, mat=0.002, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  92%|█▊| 244/264 [06:15<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  93%|█▊| 245/264 [06:15<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  93%|█▊| 245/264 [06:17<00:28,  1.52s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 041/100 [S3:+sens]:  93%|█▊| 246/264 [06:17<00:27,  1.52s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 041/100 [S3:+sens]:  93%|█▊| 246/264 [06:18<00:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  94%|█▊| 247/264 [06:18<00:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  94%|█▊| 247/264 [06:20<00:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  94%|█▉| 248/264 [06:20<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  94%|█▉| 248/264 [06:21<00:24,  1.52s/it, loss=0.404, mat=0.004, sens=0.803, deg=0.000]
Ep 041/100 [S3:+sens]:  94%|█▉| 249/264 [06:21<00:22,  1.53s/it, loss=0.404, mat=0.004, sens=0.803, deg=0.000]
Ep 041/100 [S3:+sens]:  94%|█▉| 249/264 [06:23<00:22,  1.53s/it, loss=0.385, mat=0.004, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  95%|█▉| 250/264 [06:23<00:21,  1.55s/it, loss=0.385, mat=0.004, sens=0.766, deg=0.000]
Ep 041/100 [S3:+sens]:  95%|█▉| 250/264 [06:24<00:21,  1.55s/it, loss=0.386, mat=0.004, sens=0.765, deg=0.000]
Ep 041/100 [S3:+sens]:  95%|█▉| 251/264 [06:24<00:20,  1.55s/it, loss=0.386, mat=0.004, sens=0.765, deg=0.000]
Ep 041/100 [S3:+sens]:  95%|█▉| 251/264 [06:26<00:20,  1.55s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  95%|█▉| 252/264 [06:26<00:18,  1.54s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  95%|█▉| 252/264 [06:27<00:18,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  96%|█▉| 253/264 [06:29<00:16,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  96%|█▉| 254/264 [06:29<00:15,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  96%|█▉| 254/264 [06:30<00:15,  1.53s/it, loss=0.406, mat=0.005, sens=0.804, deg=0.000]
Ep 041/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.406, mat=0.005, sens=0.804, deg=0.000]
Ep 041/100 [S3:+sens]:  97%|█▉| 255/264 [06:32<00:13,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  97%|█▉| 256/264 [06:32<00:12,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  97%|█▉| 256/264 [06:33<00:12,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  97%|█▉| 257/264 [06:35<00:10,  1.53s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 041/100 [S3:+sens]:  98%|█▉| 258/264 [06:35<00:09,  1.52s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 041/100 [S3:+sens]:  98%|█▉| 258/264 [06:36<00:09,  1.52s/it, loss=0.385, mat=0.004, sens=0.765, deg=0.000]
Ep 041/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.385, mat=0.004, sens=0.765, deg=0.000]
Ep 041/100 [S3:+sens]:  98%|█▉| 259/264 [06:38<00:07,  1.52s/it, loss=0.373, mat=0.003, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  98%|█▉| 260/264 [06:38<00:06,  1.52s/it, loss=0.373, mat=0.003, sens=0.740, deg=0.000]
Ep 041/100 [S3:+sens]:  98%|█▉| 260/264 [06:40<00:06,  1.52s/it, loss=0.396, mat=0.003, sens=0.788, deg=0.000]
Ep 041/100 [S3:+sens]:  99%|█▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.396, mat=0.003, sens=0.788, deg=0.000]
Ep 041/100 [S3:+sens]:  99%|█▉| 261/264 [06:41<00:04,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  99%|█▉| 262/264 [06:41<00:03,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]:  99%|█▉| 262/264 [06:43<00:03,  1.54s/it, loss=0.370, mat=0.004, sens=0.734, deg=0.000]
Ep 041/100 [S3:+sens]: 100%|█▉| 263/264 [06:43<00:01,  1.54s/it, loss=0.370, mat=0.004, sens=0.734, deg=0.000]
Ep 041/100 [S3:+sens]: 100%|█▉| 263/264 [06:44<00:01,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 041/100 [S3:+sens]: 100%|██| 264/264 [06:44<00:00,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 041/100 [S3:+sens]  loss=0.2098  mat=0.0037  sens=0.4082  deg=0.0001  orth=0.0038  α=0.5 β=0.5 γ=0.3  405s

Ep 042/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 042/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 042/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:01,  2.06s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 042/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:01,  2.06s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:36,  1.74s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:36,  1.74s/it, loss=0.375, mat=0.005, sens=0.742, deg=0.000]
Ep 042/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:07,  1.64s/it, loss=0.375, mat=0.005, sens=0.742, deg=0.000]
Ep 042/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:07,  1.64s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:52,  1.59s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:52,  1.59s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:44,  1.56s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:44,  1.56s/it, loss=0.379, mat=0.004, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:38,  1.55s/it, loss=0.379, mat=0.004, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:38,  1.55s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 042/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:34,  1.54s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 042/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:34,  1.54s/it, loss=0.414, mat=0.004, sens=0.822, deg=0.000]
Ep 042/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:31,  1.53s/it, loss=0.414, mat=0.004, sens=0.822, deg=0.000]
Ep 042/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:31,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:28,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:42,  1.58s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:42,  1.58s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:36,  1.57s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:36,  1.57s/it, loss=0.376, mat=0.003, sens=0.746, deg=0.000]
Ep 042/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:31,  1.55s/it, loss=0.376, mat=0.003, sens=0.746, deg=0.000]
Ep 042/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:31,  1.55s/it, loss=0.395, mat=0.006, sens=0.776, deg=0.007]
Ep 042/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:26,  1.54s/it, loss=0.395, mat=0.006, sens=0.776, deg=0.007]
Ep 042/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:26,  1.54s/it, loss=0.398, mat=0.003, sens=0.787, deg=0.000]
Ep 042/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:23,  1.53s/it, loss=0.398, mat=0.003, sens=0.787, deg=0.000]
Ep 042/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:23,  1.53s/it, loss=0.387, mat=0.004, sens=0.768, deg=0.000]
Ep 042/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:20,  1.53s/it, loss=0.387, mat=0.004, sens=0.768, deg=0.000]
Ep 042/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:20,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:18,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:18,  1.53s/it, loss=0.361, mat=0.003, sens=0.718, deg=0.000]
Ep 042/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:16,  1.52s/it, loss=0.361, mat=0.003, sens=0.718, deg=0.000]
Ep 042/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:16,  1.52s/it, loss=0.440, mat=0.003, sens=0.872, deg=0.000]
Ep 042/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:14,  1.52s/it, loss=0.440, mat=0.003, sens=0.872, deg=0.000]
Ep 042/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:14,  1.52s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 042/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:12,  1.52s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 042/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:12,  1.52s/it, loss=0.391, mat=0.005, sens=0.772, deg=0.000]
Ep 042/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:10,  1.52s/it, loss=0.391, mat=0.005, sens=0.772, deg=0.000]
Ep 042/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:09,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:09,  1.52s/it, loss=0.389, mat=0.003, sens=0.773, deg=0.000]
Ep 042/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:07,  1.52s/it, loss=0.389, mat=0.003, sens=0.773, deg=0.000]
Ep 042/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:05,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:04,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:04,  1.52s/it, loss=0.384, mat=0.004, sens=0.761, deg=0.000]
Ep 042/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:03,  1.52s/it, loss=0.384, mat=0.004, sens=0.761, deg=0.000]
Ep 042/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:02,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:02,  1.52s/it, loss=0.389, mat=0.003, sens=0.772, deg=0.000]
Ep 042/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:00,  1.52s/it, loss=0.389, mat=0.003, sens=0.772, deg=0.000]
Ep 042/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:00,  1.52s/it, loss=0.372, mat=0.002, sens=0.740, deg=0.000]
Ep 042/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:58,  1.52s/it, loss=0.372, mat=0.002, sens=0.740, deg=0.000]
Ep 042/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:58,  1.52s/it, loss=0.369, mat=0.004, sens=0.732, deg=0.000]
Ep 042/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<06:02,  1.54s/it, loss=0.369, mat=0.004, sens=0.732, deg=0.000]
Ep 042/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<06:02,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:58,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:58,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:56,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:54,  1.53s/it, loss=0.390, mat=0.002, sens=0.776, deg=0.000]
Ep 042/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:52,  1.52s/it, loss=0.390, mat=0.002, sens=0.776, deg=0.000]
Ep 042/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:52,  1.52s/it, loss=0.374, mat=0.004, sens=0.741, deg=0.000]
Ep 042/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:52,  1.53s/it, loss=0.374, mat=0.004, sens=0.741, deg=0.000]
Ep 042/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:52,  1.53s/it, loss=0.380, mat=0.005, sens=0.750, deg=0.000]
Ep 042/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:50,  1.53s/it, loss=0.380, mat=0.005, sens=0.750, deg=0.000]
Ep 042/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:50,  1.53s/it, loss=0.363, mat=0.002, sens=0.720, deg=0.000]
Ep 042/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:48,  1.53s/it, loss=0.363, mat=0.002, sens=0.720, deg=0.000]
Ep 042/100 [S3:+sens]:  14%|▍  | 36/264 [00:57<05:48,  1.53s/it, loss=0.397, mat=0.003, sens=0.790, deg=0.000]
Ep 042/100 [S3:+sens]:  14%|▍  | 37/264 [00:57<05:46,  1.52s/it, loss=0.397, mat=0.003, sens=0.790, deg=0.000]
Ep 042/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:46,  1.52s/it, loss=0.386, mat=0.003, sens=0.767, deg=0.000]
Ep 042/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:44,  1.52s/it, loss=0.386, mat=0.003, sens=0.767, deg=0.000]
Ep 042/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:44,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:42,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:42,  1.52s/it, loss=0.407, mat=0.004, sens=0.796, deg=0.005]
Ep 042/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:40,  1.52s/it, loss=0.407, mat=0.004, sens=0.796, deg=0.005]
Ep 042/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:38,  1.52s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 042/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:37,  1.52s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 042/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:40,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:40,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:37,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:37,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:35,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:35,  1.53s/it, loss=0.381, mat=0.003, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:34,  1.53s/it, loss=0.381, mat=0.003, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:34,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:32,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:32,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:29,  1.53s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:27,  1.52s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:27,  1.52s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 042/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:25,  1.52s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 042/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:24,  1.52s/it, loss=0.379, mat=0.004, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:22,  1.52s/it, loss=0.379, mat=0.004, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:22,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:20,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:20,  1.52s/it, loss=0.376, mat=0.004, sens=0.743, deg=0.000]
Ep 042/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:19,  1.52s/it, loss=0.376, mat=0.004, sens=0.743, deg=0.000]
Ep 042/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:19,  1.52s/it, loss=0.386, mat=0.005, sens=0.765, deg=0.000]
Ep 042/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:22,  1.54s/it, loss=0.386, mat=0.005, sens=0.765, deg=0.000]
Ep 042/100 [S3:+sens]:  21%|▋  | 55/264 [01:26<05:22,  1.54s/it, loss=0.407, mat=0.005, sens=0.807, deg=0.000]
Ep 042/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:19,  1.54s/it, loss=0.407, mat=0.005, sens=0.807, deg=0.000]
Ep 042/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:19,  1.54s/it, loss=0.377, mat=0.003, sens=0.745, deg=0.000]
Ep 042/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:17,  1.53s/it, loss=0.377, mat=0.003, sens=0.745, deg=0.000]
Ep 042/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:17,  1.53s/it, loss=0.384, mat=0.002, sens=0.763, deg=0.000]
Ep 042/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:16,  1.54s/it, loss=0.384, mat=0.002, sens=0.763, deg=0.000]
Ep 042/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:16,  1.54s/it, loss=0.390, mat=0.004, sens=0.773, deg=0.000]
Ep 042/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:14,  1.54s/it, loss=0.390, mat=0.004, sens=0.773, deg=0.000]
Ep 042/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:14,  1.54s/it, loss=0.375, mat=0.002, sens=0.746, deg=0.000]
Ep 042/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:12,  1.53s/it, loss=0.375, mat=0.002, sens=0.746, deg=0.000]
Ep 042/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:12,  1.53s/it, loss=0.384, mat=0.003, sens=0.764, deg=0.000]
Ep 042/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:10,  1.53s/it, loss=0.384, mat=0.003, sens=0.764, deg=0.000]
Ep 042/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:10,  1.53s/it, loss=0.385, mat=0.004, sens=0.761, deg=0.000]
Ep 042/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:10,  1.54s/it, loss=0.385, mat=0.004, sens=0.761, deg=0.000]
Ep 042/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:10,  1.54s/it, loss=0.385, mat=0.005, sens=0.758, deg=0.000]
Ep 042/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:08,  1.53s/it, loss=0.385, mat=0.005, sens=0.758, deg=0.000]
Ep 042/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:08,  1.53s/it, loss=0.396, mat=0.005, sens=0.785, deg=0.000]
Ep 042/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:06,  1.53s/it, loss=0.396, mat=0.005, sens=0.785, deg=0.000]
Ep 042/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:06,  1.53s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 042/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:04,  1.53s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 042/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:04,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:01,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:01,  1.53s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 042/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<05:00,  1.53s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 042/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:00,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:58,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:58,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:56,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:56,  1.52s/it, loss=0.390, mat=0.004, sens=0.771, deg=0.000]
Ep 042/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:55,  1.52s/it, loss=0.390, mat=0.004, sens=0.771, deg=0.000]
Ep 042/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:55,  1.52s/it, loss=0.373, mat=0.005, sens=0.735, deg=0.000]
Ep 042/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:53,  1.52s/it, loss=0.373, mat=0.005, sens=0.735, deg=0.000]
Ep 042/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:53,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:51,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  27%|▊  | 72/264 [01:52<04:51,  1.52s/it, loss=0.374, mat=0.002, sens=0.744, deg=0.000]
Ep 042/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:54,  1.54s/it, loss=0.374, mat=0.002, sens=0.744, deg=0.000]
Ep 042/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:54,  1.54s/it, loss=0.376, mat=0.002, sens=0.747, deg=0.000]
Ep 042/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:51,  1.53s/it, loss=0.376, mat=0.002, sens=0.747, deg=0.000]
Ep 042/100 [S3:+sens]:  28%|▊  | 74/264 [01:55<04:51,  1.53s/it, loss=0.017, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:48,  1.53s/it, loss=0.017, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:48,  1.53s/it, loss=0.369, mat=0.003, sens=0.726, deg=0.000]
Ep 042/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:46,  1.53s/it, loss=0.369, mat=0.003, sens=0.726, deg=0.000]
Ep 042/100 [S3:+sens]:  29%|▊  | 76/264 [01:58<04:46,  1.53s/it, loss=0.373, mat=0.003, sens=0.733, deg=0.000]
Ep 042/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:45,  1.52s/it, loss=0.373, mat=0.003, sens=0.733, deg=0.000]
Ep 042/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:45,  1.52s/it, loss=0.379, mat=0.005, sens=0.750, deg=0.000]
Ep 042/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:43,  1.52s/it, loss=0.379, mat=0.005, sens=0.750, deg=0.000]
Ep 042/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:43,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:41,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:41,  1.52s/it, loss=0.373, mat=0.004, sens=0.739, deg=0.000]
Ep 042/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:39,  1.52s/it, loss=0.373, mat=0.004, sens=0.739, deg=0.000]
Ep 042/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:39,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:38,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:38,  1.52s/it, loss=0.379, mat=0.004, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:36,  1.52s/it, loss=0.379, mat=0.004, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:36,  1.52s/it, loss=0.392, mat=0.005, sens=0.775, deg=0.000]
Ep 042/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:34,  1.52s/it, loss=0.392, mat=0.005, sens=0.775, deg=0.000]
Ep 042/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:34,  1.52s/it, loss=0.393, mat=0.004, sens=0.779, deg=0.000]
Ep 042/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:33,  1.52s/it, loss=0.393, mat=0.004, sens=0.779, deg=0.000]
Ep 042/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:33,  1.52s/it, loss=0.385, mat=0.002, sens=0.759, deg=0.000]
Ep 042/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:31,  1.52s/it, loss=0.385, mat=0.002, sens=0.759, deg=0.000]
Ep 042/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:31,  1.52s/it, loss=0.385, mat=0.003, sens=0.763, deg=0.000]
Ep 042/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:30,  1.52s/it, loss=0.385, mat=0.003, sens=0.763, deg=0.000]
Ep 042/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:30,  1.52s/it, loss=0.378, mat=0.003, sens=0.737, deg=0.000]
Ep 042/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:31,  1.53s/it, loss=0.378, mat=0.003, sens=0.737, deg=0.000]
Ep 042/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:31,  1.53s/it, loss=0.367, mat=0.002, sens=0.728, deg=0.000]
Ep 042/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:33,  1.55s/it, loss=0.367, mat=0.002, sens=0.728, deg=0.000]
Ep 042/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:33,  1.55s/it, loss=0.388, mat=0.004, sens=0.753, deg=0.000]
Ep 042/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:30,  1.54s/it, loss=0.388, mat=0.004, sens=0.753, deg=0.000]
Ep 042/100 [S3:+sens]:  34%|█  | 89/264 [02:18<04:30,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:27,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:24,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  34%|█  | 91/264 [02:21<04:24,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:22,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:22,  1.53s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:21,  1.53s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  35%|█  | 93/264 [02:24<04:21,  1.53s/it, loss=0.368, mat=0.007, sens=0.725, deg=0.000]
Ep 042/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:18,  1.52s/it, loss=0.368, mat=0.007, sens=0.725, deg=0.000]
Ep 042/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:18,  1.52s/it, loss=0.404, mat=0.003, sens=0.780, deg=0.000]
Ep 042/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:17,  1.52s/it, loss=0.404, mat=0.003, sens=0.780, deg=0.000]
Ep 042/100 [S3:+sens]:  36%|█  | 95/264 [02:27<04:17,  1.52s/it, loss=0.376, mat=0.003, sens=0.741, deg=0.000]
Ep 042/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:15,  1.52s/it, loss=0.376, mat=0.003, sens=0.741, deg=0.000]
Ep 042/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:15,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:13,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:13,  1.52s/it, loss=0.395, mat=0.004, sens=0.779, deg=0.000]
Ep 042/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.395, mat=0.004, sens=0.779, deg=0.000]
Ep 042/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:12,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:10,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:10,  1.52s/it, loss=0.372, mat=0.004, sens=0.731, deg=0.000]
Ep 042/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:12,  1.54s/it, loss=0.372, mat=0.004, sens=0.731, deg=0.000]
Ep 042/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:12,  1.54s/it, loss=0.385, mat=0.003, sens=0.762, deg=0.000]
Ep 042/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:10,  1.54s/it, loss=0.385, mat=0.003, sens=0.762, deg=0.000]
Ep 042/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:10,  1.54s/it, loss=0.393, mat=0.002, sens=0.777, deg=0.000]
Ep 042/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:08,  1.53s/it, loss=0.393, mat=0.002, sens=0.777, deg=0.000]
Ep 042/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:08,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:06,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:06,  1.53s/it, loss=0.381, mat=0.003, sens=0.753, deg=0.000]
Ep 042/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:04,  1.53s/it, loss=0.381, mat=0.003, sens=0.753, deg=0.000]
Ep 042/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:04,  1.53s/it, loss=0.358, mat=0.003, sens=0.710, deg=0.000]
Ep 042/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:02,  1.52s/it, loss=0.358, mat=0.003, sens=0.710, deg=0.000]
Ep 042/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:02,  1.52s/it, loss=0.389, mat=0.003, sens=0.771, deg=0.000]
Ep 042/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:00,  1.52s/it, loss=0.389, mat=0.003, sens=0.771, deg=0.000]
Ep 042/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:00,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:58,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<03:58,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:57,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:57,  1.52s/it, loss=0.378, mat=0.004, sens=0.746, deg=0.000]
Ep 042/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:55,  1.52s/it, loss=0.378, mat=0.004, sens=0.746, deg=0.000]
Ep 042/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:55,  1.52s/it, loss=0.371, mat=0.005, sens=0.734, deg=0.000]
Ep 042/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:54,  1.52s/it, loss=0.371, mat=0.005, sens=0.734, deg=0.000]
Ep 042/100 [S3:+sens]:  42%|▊ | 110/264 [02:50<03:54,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:54,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:54,  1.53s/it, loss=0.378, mat=0.005, sens=0.748, deg=0.000]
Ep 042/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:52,  1.53s/it, loss=0.378, mat=0.005, sens=0.748, deg=0.000]
Ep 042/100 [S3:+sens]:  42%|▊ | 112/264 [02:53<03:52,  1.53s/it, loss=0.388, mat=0.005, sens=0.765, deg=0.000]
Ep 042/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:50,  1.53s/it, loss=0.388, mat=0.005, sens=0.765, deg=0.000]
Ep 042/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:50,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:48,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  43%|▊ | 114/264 [02:56<03:48,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:46,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:46,  1.52s/it, loss=0.376, mat=0.003, sens=0.745, deg=0.000]
Ep 042/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:45,  1.52s/it, loss=0.376, mat=0.003, sens=0.745, deg=0.000]
Ep 042/100 [S3:+sens]:  44%|▉ | 116/264 [02:59<03:45,  1.52s/it, loss=0.371, mat=0.004, sens=0.735, deg=0.000]
Ep 042/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:43,  1.52s/it, loss=0.371, mat=0.004, sens=0.735, deg=0.000]
Ep 042/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:43,  1.52s/it, loss=0.387, mat=0.002, sens=0.739, deg=0.000]
Ep 042/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:41,  1.52s/it, loss=0.387, mat=0.002, sens=0.739, deg=0.000]
Ep 042/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:41,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:43,  1.54s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:43,  1.54s/it, loss=0.365, mat=0.004, sens=0.722, deg=0.000]
Ep 042/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:41,  1.54s/it, loss=0.365, mat=0.004, sens=0.722, deg=0.000]
Ep 042/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:41,  1.54s/it, loss=0.367, mat=0.002, sens=0.728, deg=0.000]
Ep 042/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:39,  1.53s/it, loss=0.367, mat=0.002, sens=0.728, deg=0.000]
Ep 042/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:36,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:36,  1.53s/it, loss=0.385, mat=0.005, sens=0.765, deg=0.000]
Ep 042/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:35,  1.53s/it, loss=0.385, mat=0.005, sens=0.765, deg=0.000]
Ep 042/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:35,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:33,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:33,  1.53s/it, loss=0.371, mat=0.005, sens=0.735, deg=0.000]
Ep 042/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:31,  1.52s/it, loss=0.371, mat=0.005, sens=0.735, deg=0.000]
Ep 042/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:29,  1.52s/it, loss=0.361, mat=0.003, sens=0.716, deg=0.000]
Ep 042/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:28,  1.52s/it, loss=0.361, mat=0.003, sens=0.716, deg=0.000]
Ep 042/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:28,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:26,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:26,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:25,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  49%|▉ | 129/264 [03:19<03:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:23,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:23,  1.52s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 042/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:22,  1.52s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 042/100 [S3:+sens]:  50%|▉ | 131/264 [03:22<03:22,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:20,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  50%|█ | 132/264 [03:23<03:20,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 042/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:22,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 042/100 [S3:+sens]:  50%|█ | 133/264 [03:25<03:22,  1.54s/it, loss=0.383, mat=0.005, sens=0.758, deg=0.004]
Ep 042/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:19,  1.54s/it, loss=0.383, mat=0.005, sens=0.758, deg=0.004]
Ep 042/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:19,  1.54s/it, loss=0.373, mat=0.003, sens=0.738, deg=0.005]
Ep 042/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:18,  1.54s/it, loss=0.373, mat=0.003, sens=0.738, deg=0.005]
Ep 042/100 [S3:+sens]:  51%|█ | 135/264 [03:28<03:18,  1.54s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.001]
Ep 042/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:16,  1.54s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.001]
Ep 042/100 [S3:+sens]:  52%|█ | 136/264 [03:29<03:16,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 042/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:14,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 042/100 [S3:+sens]:  52%|█ | 137/264 [03:31<03:14,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:12,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:12,  1.53s/it, loss=0.386, mat=0.002, sens=0.767, deg=0.000]
Ep 042/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:11,  1.53s/it, loss=0.386, mat=0.002, sens=0.767, deg=0.000]
Ep 042/100 [S3:+sens]:  53%|█ | 139/264 [03:34<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:09,  1.53s/it, loss=0.386, mat=0.006, sens=0.754, deg=0.000]
Ep 042/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:07,  1.53s/it, loss=0.386, mat=0.006, sens=0.754, deg=0.000]
Ep 042/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:07,  1.53s/it, loss=0.385, mat=0.003, sens=0.754, deg=0.000]
Ep 042/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:06,  1.53s/it, loss=0.385, mat=0.003, sens=0.754, deg=0.000]
Ep 042/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:06,  1.53s/it, loss=0.383, mat=0.003, sens=0.759, deg=0.000]
Ep 042/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:04,  1.52s/it, loss=0.383, mat=0.003, sens=0.759, deg=0.000]
Ep 042/100 [S3:+sens]:  54%|█ | 143/264 [03:40<03:04,  1.52s/it, loss=0.366, mat=0.003, sens=0.728, deg=0.000]
Ep 042/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:02,  1.52s/it, loss=0.366, mat=0.003, sens=0.728, deg=0.000]
Ep 042/100 [S3:+sens]:  55%|█ | 144/264 [03:42<03:02,  1.52s/it, loss=0.387, mat=0.002, sens=0.768, deg=0.000]
Ep 042/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:03,  1.54s/it, loss=0.387, mat=0.002, sens=0.768, deg=0.000]
Ep 042/100 [S3:+sens]:  55%|█ | 145/264 [03:43<03:03,  1.54s/it, loss=0.380, mat=0.004, sens=0.755, deg=0.000]
Ep 042/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:01,  1.54s/it, loss=0.380, mat=0.004, sens=0.755, deg=0.000]
Ep 042/100 [S3:+sens]:  55%|█ | 146/264 [03:45<03:01,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:59,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  56%|█ | 147/264 [03:46<02:59,  1.53s/it, loss=0.394, mat=0.003, sens=0.781, deg=0.000]
Ep 042/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:57,  1.53s/it, loss=0.394, mat=0.003, sens=0.781, deg=0.000]
Ep 042/100 [S3:+sens]:  56%|█ | 148/264 [03:48<02:57,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:55,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  56%|█▏| 149/264 [03:49<02:55,  1.53s/it, loss=0.398, mat=0.003, sens=0.791, deg=0.000]
Ep 042/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:53,  1.52s/it, loss=0.398, mat=0.003, sens=0.791, deg=0.000]
Ep 042/100 [S3:+sens]:  57%|█▏| 150/264 [03:51<02:53,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:52,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:52,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:50,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  58%|█▏| 152/264 [03:54<02:50,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:49,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:49,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:47,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  58%|█▏| 154/264 [03:57<02:47,  1.52s/it, loss=0.396, mat=0.004, sens=0.768, deg=0.000]
Ep 042/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:45,  1.52s/it, loss=0.396, mat=0.004, sens=0.768, deg=0.000]
Ep 042/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:45,  1.52s/it, loss=0.383, mat=0.002, sens=0.757, deg=0.000]
Ep 042/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:44,  1.52s/it, loss=0.383, mat=0.002, sens=0.757, deg=0.000]
Ep 042/100 [S3:+sens]:  59%|█▏| 156/264 [04:00<02:44,  1.52s/it, loss=0.393, mat=0.004, sens=0.759, deg=0.000]
Ep 042/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:42,  1.52s/it, loss=0.393, mat=0.004, sens=0.759, deg=0.000]
Ep 042/100 [S3:+sens]:  59%|█▏| 157/264 [04:01<02:42,  1.52s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:41,  1.52s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  60%|█▏| 158/264 [04:03<02:41,  1.52s/it, loss=0.393, mat=0.004, sens=0.766, deg=0.000]
Ep 042/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:40,  1.53s/it, loss=0.393, mat=0.004, sens=0.766, deg=0.000]
Ep 042/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:40,  1.53s/it, loss=0.383, mat=0.002, sens=0.745, deg=0.000]
Ep 042/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:39,  1.53s/it, loss=0.383, mat=0.002, sens=0.745, deg=0.000]
Ep 042/100 [S3:+sens]:  61%|█▏| 160/264 [04:06<02:39,  1.53s/it, loss=0.393, mat=0.003, sens=0.771, deg=0.000]
Ep 042/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:37,  1.53s/it, loss=0.393, mat=0.003, sens=0.771, deg=0.000]
Ep 042/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:37,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:35,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  61%|█▏| 162/264 [04:09<02:35,  1.53s/it, loss=0.379, mat=0.002, sens=0.749, deg=0.000]
Ep 042/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:36,  1.55s/it, loss=0.379, mat=0.002, sens=0.749, deg=0.000]
Ep 042/100 [S3:+sens]:  62%|█▏| 163/264 [04:11<02:36,  1.55s/it, loss=0.368, mat=0.002, sens=0.724, deg=0.000]
Ep 042/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:33,  1.54s/it, loss=0.368, mat=0.002, sens=0.724, deg=0.000]
Ep 042/100 [S3:+sens]:  62%|█▏| 164/264 [04:12<02:33,  1.54s/it, loss=0.378, mat=0.004, sens=0.729, deg=0.000]
Ep 042/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:31,  1.53s/it, loss=0.378, mat=0.004, sens=0.729, deg=0.000]
Ep 042/100 [S3:+sens]:  62%|█▎| 165/264 [04:14<02:31,  1.53s/it, loss=0.396, mat=0.003, sens=0.775, deg=0.000]
Ep 042/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.53s/it, loss=0.396, mat=0.003, sens=0.775, deg=0.000]
Ep 042/100 [S3:+sens]:  63%|█▎| 166/264 [04:15<02:29,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  63%|█▎| 167/264 [04:17<02:27,  1.53s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:26,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  64%|█▎| 168/264 [04:18<02:26,  1.52s/it, loss=0.380, mat=0.004, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:24,  1.52s/it, loss=0.380, mat=0.004, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  64%|█▎| 169/264 [04:20<02:24,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:23,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  64%|█▎| 170/264 [04:21<02:23,  1.52s/it, loss=0.383, mat=0.003, sens=0.758, deg=0.000]
Ep 042/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:21,  1.52s/it, loss=0.383, mat=0.003, sens=0.758, deg=0.000]
Ep 042/100 [S3:+sens]:  65%|█▎| 171/264 [04:23<02:21,  1.52s/it, loss=0.425, mat=0.004, sens=0.839, deg=0.000]
Ep 042/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:20,  1.52s/it, loss=0.425, mat=0.004, sens=0.839, deg=0.000]
Ep 042/100 [S3:+sens]:  65%|█▎| 172/264 [04:24<02:20,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:18,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  66%|█▎| 173/264 [04:26<02:18,  1.52s/it, loss=0.395, mat=0.004, sens=0.782, deg=0.000]
Ep 042/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:16,  1.52s/it, loss=0.395, mat=0.004, sens=0.782, deg=0.000]
Ep 042/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:16,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:15,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  66%|█▎| 175/264 [04:29<02:15,  1.52s/it, loss=0.399, mat=0.002, sens=0.789, deg=0.000]
Ep 042/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.52s/it, loss=0.399, mat=0.002, sens=0.789, deg=0.000]
Ep 042/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:13,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:12,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  67%|█▎| 177/264 [04:32<02:12,  1.52s/it, loss=0.388, mat=0.004, sens=0.767, deg=0.000]
Ep 042/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:12,  1.55s/it, loss=0.388, mat=0.004, sens=0.767, deg=0.000]
Ep 042/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:12,  1.55s/it, loss=0.397, mat=0.003, sens=0.789, deg=0.000]
Ep 042/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:10,  1.54s/it, loss=0.397, mat=0.003, sens=0.789, deg=0.000]
Ep 042/100 [S3:+sens]:  68%|█▎| 179/264 [04:35<02:10,  1.54s/it, loss=0.362, mat=0.002, sens=0.719, deg=0.000]
Ep 042/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:08,  1.53s/it, loss=0.362, mat=0.002, sens=0.719, deg=0.000]
Ep 042/100 [S3:+sens]:  68%|█▎| 180/264 [04:36<02:08,  1.53s/it, loss=0.377, mat=0.002, sens=0.748, deg=0.000]
Ep 042/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:07,  1.53s/it, loss=0.377, mat=0.002, sens=0.748, deg=0.000]
Ep 042/100 [S3:+sens]:  69%|█▎| 181/264 [04:38<02:07,  1.53s/it, loss=0.375, mat=0.004, sens=0.738, deg=0.000]
Ep 042/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:05,  1.53s/it, loss=0.375, mat=0.004, sens=0.738, deg=0.000]
Ep 042/100 [S3:+sens]:  69%|█▍| 182/264 [04:40<02:05,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:04,  1.54s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  69%|█▍| 183/264 [04:41<02:04,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:02,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  70%|█▍| 184/264 [04:43<02:02,  1.53s/it, loss=0.386, mat=0.004, sens=0.765, deg=0.000]
Ep 042/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.53s/it, loss=0.386, mat=0.004, sens=0.765, deg=0.000]
Ep 042/100 [S3:+sens]:  70%|█▍| 185/264 [04:44<02:00,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:59,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  70%|█▍| 186/264 [04:46<01:59,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:57,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  71%|█▍| 187/264 [04:47<01:57,  1.52s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 042/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 042/100 [S3:+sens]:  71%|█▍| 188/264 [04:49<01:55,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:54,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  72%|█▍| 189/264 [04:50<01:54,  1.52s/it, loss=0.376, mat=0.003, sens=0.743, deg=0.000]
Ep 042/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:54,  1.54s/it, loss=0.376, mat=0.003, sens=0.743, deg=0.000]
Ep 042/100 [S3:+sens]:  72%|█▍| 190/264 [04:52<01:54,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:52,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:52,  1.54s/it, loss=0.361, mat=0.003, sens=0.714, deg=0.000]
Ep 042/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:50,  1.53s/it, loss=0.361, mat=0.003, sens=0.714, deg=0.000]
Ep 042/100 [S3:+sens]:  73%|█▍| 192/264 [04:55<01:50,  1.53s/it, loss=0.369, mat=0.004, sens=0.733, deg=0.000]
Ep 042/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:48,  1.53s/it, loss=0.369, mat=0.004, sens=0.733, deg=0.000]
Ep 042/100 [S3:+sens]:  73%|█▍| 193/264 [04:56<01:48,  1.53s/it, loss=0.378, mat=0.003, sens=0.744, deg=0.000]
Ep 042/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:46,  1.53s/it, loss=0.378, mat=0.003, sens=0.744, deg=0.000]
Ep 042/100 [S3:+sens]:  73%|█▍| 194/264 [04:58<01:46,  1.53s/it, loss=0.391, mat=0.003, sens=0.768, deg=0.000]
Ep 042/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:45,  1.52s/it, loss=0.391, mat=0.003, sens=0.768, deg=0.000]
Ep 042/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:45,  1.52s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:43,  1.52s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  74%|█▍| 196/264 [05:01<01:43,  1.52s/it, loss=0.385, mat=0.006, sens=0.762, deg=0.000]
Ep 042/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:42,  1.52s/it, loss=0.385, mat=0.006, sens=0.762, deg=0.000]
Ep 042/100 [S3:+sens]:  75%|█▍| 197/264 [05:02<01:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:40,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  75%|█▌| 198/264 [05:04<01:40,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  75%|█▌| 199/264 [05:05<01:38,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:37,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  76%|█▌| 200/264 [05:07<01:37,  1.52s/it, loss=0.374, mat=0.004, sens=0.740, deg=0.000]
Ep 042/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.52s/it, loss=0.374, mat=0.004, sens=0.740, deg=0.000]
Ep 042/100 [S3:+sens]:  76%|█▌| 201/264 [05:09<01:35,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 042/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 042/100 [S3:+sens]:  77%|█▌| 202/264 [05:10<01:34,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:32,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  77%|█▌| 203/264 [05:12<01:32,  1.52s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 042/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:31,  1.52s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 042/100 [S3:+sens]:  77%|█▌| 204/264 [05:13<01:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  78%|█▌| 205/264 [05:15<01:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  78%|█▌| 206/264 [05:16<01:28,  1.52s/it, loss=0.383, mat=0.003, sens=0.760, deg=0.000]
Ep 042/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:27,  1.53s/it, loss=0.383, mat=0.003, sens=0.760, deg=0.000]
Ep 042/100 [S3:+sens]:  78%|█▌| 207/264 [05:18<01:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  79%|█▌| 208/264 [05:19<01:25,  1.53s/it, loss=0.378, mat=0.005, sens=0.750, deg=0.000]
Ep 042/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:25,  1.55s/it, loss=0.378, mat=0.005, sens=0.750, deg=0.000]
Ep 042/100 [S3:+sens]:  79%|█▌| 209/264 [05:21<01:25,  1.55s/it, loss=0.386, mat=0.005, sens=0.767, deg=0.000]
Ep 042/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:23,  1.54s/it, loss=0.386, mat=0.005, sens=0.767, deg=0.000]
Ep 042/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:23,  1.54s/it, loss=0.403, mat=0.004, sens=0.799, deg=0.000]
Ep 042/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:21,  1.54s/it, loss=0.403, mat=0.004, sens=0.799, deg=0.000]
Ep 042/100 [S3:+sens]:  80%|█▌| 211/264 [05:24<01:21,  1.54s/it, loss=0.373, mat=0.003, sens=0.739, deg=0.000]
Ep 042/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.53s/it, loss=0.373, mat=0.003, sens=0.739, deg=0.000]
Ep 042/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.53s/it, loss=0.362, mat=0.004, sens=0.718, deg=0.000]
Ep 042/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:18,  1.53s/it, loss=0.362, mat=0.004, sens=0.718, deg=0.000]
Ep 042/100 [S3:+sens]:  81%|█▌| 213/264 [05:27<01:18,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:16,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  81%|█▌| 214/264 [05:28<01:16,  1.53s/it, loss=0.387, mat=0.002, sens=0.771, deg=0.000]
Ep 042/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:14,  1.52s/it, loss=0.387, mat=0.002, sens=0.771, deg=0.000]
Ep 042/100 [S3:+sens]:  81%|█▋| 215/264 [05:30<01:14,  1.52s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 042/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.52s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 042/100 [S3:+sens]:  82%|█▋| 216/264 [05:31<01:13,  1.52s/it, loss=0.363, mat=0.003, sens=0.721, deg=0.000]
Ep 042/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:11,  1.52s/it, loss=0.363, mat=0.003, sens=0.721, deg=0.000]
Ep 042/100 [S3:+sens]:  82%|█▋| 217/264 [05:33<01:11,  1.52s/it, loss=0.388, mat=0.002, sens=0.771, deg=0.000]
Ep 042/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:09,  1.52s/it, loss=0.388, mat=0.002, sens=0.771, deg=0.000]
Ep 042/100 [S3:+sens]:  83%|█▋| 218/264 [05:34<01:09,  1.52s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 042/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 042/100 [S3:+sens]:  83%|█▋| 219/264 [05:36<01:08,  1.52s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 042/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.52s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 042/100 [S3:+sens]:  83%|█▋| 220/264 [05:38<01:06,  1.52s/it, loss=0.374, mat=0.002, sens=0.744, deg=0.000]
Ep 042/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.52s/it, loss=0.374, mat=0.002, sens=0.744, deg=0.000]
Ep 042/100 [S3:+sens]:  84%|█▋| 221/264 [05:39<01:05,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  84%|█▋| 222/264 [05:41<01:03,  1.52s/it, loss=0.372, mat=0.004, sens=0.740, deg=0.000]
Ep 042/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:03,  1.55s/it, loss=0.372, mat=0.004, sens=0.740, deg=0.000]
Ep 042/100 [S3:+sens]:  84%|█▋| 223/264 [05:42<01:03,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:01,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  85%|█▋| 224/264 [05:44<01:01,  1.54s/it, loss=0.372, mat=0.004, sens=0.739, deg=0.000]
Ep 042/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.53s/it, loss=0.372, mat=0.004, sens=0.739, deg=0.000]
Ep 042/100 [S3:+sens]:  85%|█▋| 225/264 [05:45<00:59,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:58,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  86%|█▋| 226/264 [05:47<00:58,  1.53s/it, loss=0.393, mat=0.003, sens=0.781, deg=0.000]
Ep 042/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.53s/it, loss=0.393, mat=0.003, sens=0.781, deg=0.000]
Ep 042/100 [S3:+sens]:  86%|█▋| 227/264 [05:48<00:56,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  86%|█▋| 228/264 [05:50<00:54,  1.53s/it, loss=0.399, mat=0.003, sens=0.793, deg=0.000]
Ep 042/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.52s/it, loss=0.399, mat=0.003, sens=0.793, deg=0.000]
Ep 042/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  87%|█▋| 230/264 [05:53<00:51,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:50,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  88%|█▊| 232/264 [05:56<00:48,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  88%|█▊| 233/264 [05:57<00:47,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  89%|█▊| 234/264 [05:59<00:45,  1.52s/it, loss=0.373, mat=0.003, sens=0.743, deg=0.000]
Ep 042/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.55s/it, loss=0.373, mat=0.003, sens=0.743, deg=0.000]
Ep 042/100 [S3:+sens]:  89%|█▊| 235/264 [06:01<00:44,  1.55s/it, loss=0.404, mat=0.005, sens=0.801, deg=0.000]
Ep 042/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:43,  1.54s/it, loss=0.404, mat=0.005, sens=0.801, deg=0.000]
Ep 042/100 [S3:+sens]:  89%|█▊| 236/264 [06:02<00:43,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  90%|█▊| 237/264 [06:04<00:41,  1.53s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 042/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.53s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 042/100 [S3:+sens]:  90%|█▊| 238/264 [06:05<00:39,  1.53s/it, loss=0.391, mat=0.004, sens=0.777, deg=0.000]
Ep 042/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:38,  1.53s/it, loss=0.391, mat=0.004, sens=0.777, deg=0.000]
Ep 042/100 [S3:+sens]:  91%|█▊| 239/264 [06:07<00:38,  1.53s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 042/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.52s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 042/100 [S3:+sens]:  91%|█▊| 240/264 [06:08<00:36,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:35,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  91%|█▊| 241/264 [06:10<00:35,  1.52s/it, loss=0.410, mat=0.002, sens=0.816, deg=0.000]
Ep 042/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.410, mat=0.002, sens=0.816, deg=0.000]
Ep 042/100 [S3:+sens]:  92%|█▊| 242/264 [06:11<00:33,  1.52s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  92%|█▊| 243/264 [06:13<00:31,  1.52s/it, loss=0.392, mat=0.003, sens=0.780, deg=0.000]
Ep 042/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.392, mat=0.003, sens=0.780, deg=0.000]
Ep 042/100 [S3:+sens]:  92%|█▊| 244/264 [06:14<00:30,  1.52s/it, loss=0.372, mat=0.002, sens=0.741, deg=0.000]
Ep 042/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.372, mat=0.002, sens=0.741, deg=0.000]
Ep 042/100 [S3:+sens]:  93%|█▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  93%|█▊| 246/264 [06:17<00:27,  1.52s/it, loss=0.392, mat=0.004, sens=0.775, deg=0.000]
Ep 042/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.392, mat=0.004, sens=0.775, deg=0.000]
Ep 042/100 [S3:+sens]:  94%|█▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  94%|█▉| 248/264 [06:20<00:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  94%|█▉| 249/264 [06:22<00:22,  1.52s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 042/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 042/100 [S3:+sens]:  95%|█▉| 250/264 [06:23<00:21,  1.52s/it, loss=0.380, mat=0.003, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.380, mat=0.003, sens=0.752, deg=0.000]
Ep 042/100 [S3:+sens]:  95%|█▉| 251/264 [06:25<00:19,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  95%|█▉| 252/264 [06:26<00:18,  1.52s/it, loss=0.400, mat=0.003, sens=0.794, deg=0.000]
Ep 042/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.54s/it, loss=0.400, mat=0.003, sens=0.794, deg=0.000]
Ep 042/100 [S3:+sens]:  96%|█▉| 253/264 [06:28<00:16,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  96%|█▉| 254/264 [06:29<00:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  97%|█▉| 255/264 [06:31<00:13,  1.53s/it, loss=0.371, mat=0.003, sens=0.736, deg=0.000]
Ep 042/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.371, mat=0.003, sens=0.736, deg=0.000]
Ep 042/100 [S3:+sens]:  97%|█▉| 256/264 [06:33<00:12,  1.53s/it, loss=0.389, mat=0.004, sens=0.772, deg=0.000]
Ep 042/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.53s/it, loss=0.389, mat=0.004, sens=0.772, deg=0.000]
Ep 042/100 [S3:+sens]:  97%|█▉| 257/264 [06:34<00:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  98%|█▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.374, mat=0.004, sens=0.737, deg=0.000]
Ep 042/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.53s/it, loss=0.374, mat=0.004, sens=0.737, deg=0.000]
Ep 042/100 [S3:+sens]:  98%|█▉| 259/264 [06:37<00:07,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]:  98%|█▉| 260/264 [06:39<00:06,  1.52s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.001]
Ep 042/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.001]
Ep 042/100 [S3:+sens]:  99%|█▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.375, mat=0.003, sens=0.742, deg=0.000]
Ep 042/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.375, mat=0.003, sens=0.742, deg=0.000]
Ep 042/100 [S3:+sens]:  99%|█▉| 262/264 [06:42<00:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 042/100 [S3:+sens]: 100%|█▉| 263/264 [06:43<00:01,  1.52s/it, loss=0.386, mat=0.004, sens=0.762, deg=0.000]
Ep 042/100 [S3:+sens]: 100%|██| 264/264 [06:43<00:00,  1.52s/it, loss=0.386, mat=0.004, sens=0.762, deg=0.000]
                                                                                                              
Epoch 042/100 [S3:+sens]  loss=0.2335  mat=0.0035  sens=0.4588  deg=0.0002  orth=0.0022  α=0.5 β=0.5 γ=0.3  404s

Ep 043/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 043/100 [S3:+sens]:   0%|            | 0/264 [00:01<?, ?it/s, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   0%|    | 1/264 [00:01<08:43,  1.99s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   0%|    | 1/264 [00:03<08:43,  1.99s/it, loss=0.394, mat=0.003, sens=0.781, deg=0.000]
Ep 043/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:28,  1.71s/it, loss=0.394, mat=0.003, sens=0.781, deg=0.000]
Ep 043/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:28,  1.71s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 043/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:16,  1.67s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 043/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:16,  1.67s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 043/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:58,  1.61s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 043/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:58,  1.61s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:47,  1.57s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:47,  1.57s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:41,  1.55s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:41,  1.55s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 043/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:35,  1.54s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 043/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:35,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:32,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:32,  1.53s/it, loss=0.376, mat=0.004, sens=0.740, deg=0.000]
Ep 043/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:29,  1.53s/it, loss=0.376, mat=0.004, sens=0.740, deg=0.000]
Ep 043/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:29,  1.53s/it, loss=0.365, mat=0.004, sens=0.722, deg=0.000]
Ep 043/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:26,  1.52s/it, loss=0.365, mat=0.004, sens=0.722, deg=0.000]
Ep 043/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:24,  1.52s/it, loss=0.384, mat=0.004, sens=0.761, deg=0.000]
Ep 043/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:22,  1.52s/it, loss=0.384, mat=0.004, sens=0.761, deg=0.000]
Ep 043/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:20,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:20,  1.52s/it, loss=0.389, mat=0.004, sens=0.766, deg=0.000]
Ep 043/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:19,  1.52s/it, loss=0.389, mat=0.004, sens=0.766, deg=0.000]
Ep 043/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:19,  1.52s/it, loss=0.409, mat=0.003, sens=0.807, deg=0.000]
Ep 043/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:20,  1.53s/it, loss=0.409, mat=0.003, sens=0.807, deg=0.000]
Ep 043/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:20,  1.53s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:18,  1.53s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:18,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:16,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:16,  1.52s/it, loss=0.379, mat=0.004, sens=0.753, deg=0.000]
Ep 043/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:14,  1.52s/it, loss=0.379, mat=0.004, sens=0.753, deg=0.000]
Ep 043/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:14,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:12,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:12,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:10,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:10,  1.52s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:08,  1.52s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:08,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:07,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:07,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:05,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:05,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:04,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:04,  1.52s/it, loss=0.371, mat=0.005, sens=0.732, deg=0.000]
Ep 043/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:02,  1.52s/it, loss=0.371, mat=0.005, sens=0.732, deg=0.000]
Ep 043/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:02,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:00,  1.51s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:00,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:58,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<05:58,  1.51s/it, loss=0.375, mat=0.004, sens=0.742, deg=0.000]
Ep 043/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:57,  1.51s/it, loss=0.375, mat=0.004, sens=0.742, deg=0.000]
Ep 043/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:57,  1.51s/it, loss=0.367, mat=0.005, sens=0.728, deg=0.000]
Ep 043/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:55,  1.51s/it, loss=0.367, mat=0.005, sens=0.728, deg=0.000]
Ep 043/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:55,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:54,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:54,  1.52s/it, loss=0.371, mat=0.003, sens=0.732, deg=0.000]
Ep 043/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:53,  1.52s/it, loss=0.371, mat=0.003, sens=0.732, deg=0.000]
Ep 043/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:53,  1.52s/it, loss=0.373, mat=0.004, sens=0.737, deg=0.000]
Ep 043/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:52,  1.52s/it, loss=0.373, mat=0.004, sens=0.737, deg=0.000]
Ep 043/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:52,  1.52s/it, loss=0.379, mat=0.005, sens=0.738, deg=0.000]
Ep 043/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:50,  1.52s/it, loss=0.379, mat=0.005, sens=0.738, deg=0.000]
Ep 043/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:50,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:54,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:54,  1.54s/it, loss=0.366, mat=0.002, sens=0.725, deg=0.000]
Ep 043/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:51,  1.53s/it, loss=0.366, mat=0.002, sens=0.725, deg=0.000]
Ep 043/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:51,  1.53s/it, loss=0.363, mat=0.002, sens=0.722, deg=0.000]
Ep 043/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:49,  1.53s/it, loss=0.363, mat=0.002, sens=0.722, deg=0.000]
Ep 043/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:49,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:46,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:46,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 043/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:44,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 043/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:44,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:44,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:44,  1.53s/it, loss=0.380, mat=0.005, sens=0.752, deg=0.000]
Ep 043/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:43,  1.53s/it, loss=0.380, mat=0.005, sens=0.752, deg=0.000]
Ep 043/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:43,  1.53s/it, loss=0.376, mat=0.006, sens=0.742, deg=0.000]
Ep 043/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:40,  1.53s/it, loss=0.376, mat=0.006, sens=0.742, deg=0.000]
Ep 043/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:40,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:38,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:38,  1.53s/it, loss=0.375, mat=0.004, sens=0.740, deg=0.000]
Ep 043/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:36,  1.52s/it, loss=0.375, mat=0.004, sens=0.740, deg=0.000]
Ep 043/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:36,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:34,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:34,  1.52s/it, loss=0.380, mat=0.004, sens=0.755, deg=0.000]
Ep 043/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:33,  1.52s/it, loss=0.380, mat=0.004, sens=0.755, deg=0.000]
Ep 043/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:33,  1.52s/it, loss=0.375, mat=0.004, sens=0.743, deg=0.000]
Ep 043/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:31,  1.52s/it, loss=0.375, mat=0.004, sens=0.743, deg=0.000]
Ep 043/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:31,  1.52s/it, loss=0.399, mat=0.003, sens=0.791, deg=0.000]
Ep 043/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:30,  1.52s/it, loss=0.399, mat=0.003, sens=0.791, deg=0.000]
Ep 043/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:33,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:33,  1.55s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 043/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:30,  1.54s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 043/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:30,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:27,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:24,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:22,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:22,  1.52s/it, loss=0.371, mat=0.003, sens=0.736, deg=0.000]
Ep 043/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:21,  1.52s/it, loss=0.371, mat=0.003, sens=0.736, deg=0.000]
Ep 043/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:19,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:16,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:14,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:14,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:12,  1.52s/it, loss=0.389, mat=0.004, sens=0.772, deg=0.000]
Ep 043/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:10,  1.52s/it, loss=0.389, mat=0.004, sens=0.772, deg=0.000]
Ep 043/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:10,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:13,  1.54s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:13,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:10,  1.53s/it, loss=0.254, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:08,  1.53s/it, loss=0.254, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:08,  1.53s/it, loss=0.368, mat=0.002, sens=0.732, deg=0.000]
Ep 043/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:06,  1.52s/it, loss=0.368, mat=0.002, sens=0.732, deg=0.000]
Ep 043/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:06,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:06,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:06,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:04,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:04,  1.53s/it, loss=0.375, mat=0.004, sens=0.744, deg=0.000]
Ep 043/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:02,  1.53s/it, loss=0.375, mat=0.004, sens=0.744, deg=0.000]
Ep 043/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:02,  1.53s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 043/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<05:00,  1.52s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 043/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:00,  1.52s/it, loss=0.371, mat=0.004, sens=0.736, deg=0.000]
Ep 043/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:58,  1.52s/it, loss=0.371, mat=0.004, sens=0.736, deg=0.000]
Ep 043/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:58,  1.52s/it, loss=0.373, mat=0.004, sens=0.741, deg=0.000]
Ep 043/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:56,  1.52s/it, loss=0.373, mat=0.004, sens=0.741, deg=0.000]
Ep 043/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:56,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:55,  1.52s/it, loss=0.379, mat=0.004, sens=0.752, deg=0.000]
Ep 043/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:53,  1.52s/it, loss=0.379, mat=0.004, sens=0.752, deg=0.000]
Ep 043/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:53,  1.52s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 043/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:51,  1.52s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 043/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:51,  1.52s/it, loss=0.392, mat=0.005, sens=0.777, deg=0.000]
Ep 043/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:50,  1.52s/it, loss=0.392, mat=0.005, sens=0.777, deg=0.000]
Ep 043/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:50,  1.52s/it, loss=0.376, mat=0.002, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:48,  1.52s/it, loss=0.376, mat=0.002, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:48,  1.52s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 043/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:46,  1.52s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 043/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:46,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:45,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:43,  1.52s/it, loss=0.374, mat=0.002, sens=0.742, deg=0.000]
Ep 043/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:46,  1.54s/it, loss=0.374, mat=0.002, sens=0.742, deg=0.000]
Ep 043/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:46,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:42,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:42,  1.53s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 043/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:41,  1.53s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 043/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:41,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:39,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:37,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:37,  1.52s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:35,  1.52s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:32,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:32,  1.52s/it, loss=0.383, mat=0.002, sens=0.759, deg=0.000]
Ep 043/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:30,  1.52s/it, loss=0.383, mat=0.002, sens=0.759, deg=0.000]
Ep 043/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:30,  1.52s/it, loss=0.370, mat=0.003, sens=0.731, deg=0.000]
Ep 043/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:28,  1.52s/it, loss=0.370, mat=0.003, sens=0.731, deg=0.000]
Ep 043/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:28,  1.52s/it, loss=0.370, mat=0.005, sens=0.733, deg=0.000]
Ep 043/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:28,  1.53s/it, loss=0.370, mat=0.005, sens=0.733, deg=0.000]
Ep 043/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:28,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:27,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:27,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:25,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:25,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:23,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:21,  1.52s/it, loss=0.371, mat=0.003, sens=0.736, deg=0.000]
Ep 043/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:23,  1.54s/it, loss=0.371, mat=0.003, sens=0.736, deg=0.000]
Ep 043/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:23,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:20,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:20,  1.53s/it, loss=0.374, mat=0.004, sens=0.739, deg=0.000]
Ep 043/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:18,  1.53s/it, loss=0.374, mat=0.004, sens=0.739, deg=0.000]
Ep 043/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:16,  1.53s/it, loss=0.373, mat=0.004, sens=0.741, deg=0.000]
Ep 043/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:14,  1.52s/it, loss=0.373, mat=0.004, sens=0.741, deg=0.000]
Ep 043/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:14,  1.52s/it, loss=0.380, mat=0.005, sens=0.753, deg=0.000]
Ep 043/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:13,  1.52s/it, loss=0.380, mat=0.005, sens=0.753, deg=0.000]
Ep 043/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:13,  1.52s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.000]
Ep 043/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:11,  1.52s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.000]
Ep 043/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:11,  1.52s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:09,  1.52s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:09,  1.52s/it, loss=0.373, mat=0.002, sens=0.739, deg=0.000]
Ep 043/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:07,  1.52s/it, loss=0.373, mat=0.002, sens=0.739, deg=0.000]
Ep 043/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:07,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:04,  1.52s/it, loss=0.374, mat=0.005, sens=0.743, deg=0.000]
Ep 043/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:03,  1.52s/it, loss=0.374, mat=0.005, sens=0.743, deg=0.000]
Ep 043/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:03,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:05,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:05,  1.54s/it, loss=0.366, mat=0.002, sens=0.728, deg=0.000]
Ep 043/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:02,  1.53s/it, loss=0.366, mat=0.002, sens=0.728, deg=0.000]
Ep 043/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:02,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:59,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<03:59,  1.53s/it, loss=0.362, mat=0.004, sens=0.717, deg=0.000]
Ep 043/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:58,  1.53s/it, loss=0.362, mat=0.004, sens=0.717, deg=0.000]
Ep 043/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:58,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:56,  1.52s/it, loss=0.367, mat=0.003, sens=0.727, deg=0.000]
Ep 043/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:54,  1.52s/it, loss=0.367, mat=0.003, sens=0.727, deg=0.000]
Ep 043/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:54,  1.52s/it, loss=0.369, mat=0.002, sens=0.733, deg=0.000]
Ep 043/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:52,  1.52s/it, loss=0.369, mat=0.002, sens=0.733, deg=0.000]
Ep 043/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:52,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:52,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:52,  1.53s/it, loss=0.400, mat=0.004, sens=0.792, deg=0.000]
Ep 043/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:50,  1.53s/it, loss=0.400, mat=0.004, sens=0.792, deg=0.000]
Ep 043/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:50,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:47,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:47,  1.52s/it, loss=0.381, mat=0.003, sens=0.758, deg=0.000]
Ep 043/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:45,  1.52s/it, loss=0.381, mat=0.003, sens=0.758, deg=0.000]
Ep 043/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:45,  1.52s/it, loss=0.371, mat=0.004, sens=0.735, deg=0.000]
Ep 043/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:43,  1.52s/it, loss=0.371, mat=0.004, sens=0.735, deg=0.000]
Ep 043/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:43,  1.52s/it, loss=0.366, mat=0.004, sens=0.724, deg=0.000]
Ep 043/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:41,  1.52s/it, loss=0.366, mat=0.004, sens=0.724, deg=0.000]
Ep 043/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:41,  1.52s/it, loss=0.369, mat=0.003, sens=0.733, deg=0.000]
Ep 043/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:40,  1.52s/it, loss=0.369, mat=0.003, sens=0.733, deg=0.000]
Ep 043/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:40,  1.52s/it, loss=0.378, mat=0.005, sens=0.749, deg=0.000]
Ep 043/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:38,  1.52s/it, loss=0.378, mat=0.005, sens=0.749, deg=0.000]
Ep 043/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:36,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:36,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 043/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:37,  1.54s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 043/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:37,  1.54s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 043/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:34,  1.53s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 043/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:34,  1.53s/it, loss=0.376, mat=0.003, sens=0.745, deg=0.000]
Ep 043/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:32,  1.53s/it, loss=0.376, mat=0.003, sens=0.745, deg=0.000]
Ep 043/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:32,  1.53s/it, loss=0.381, mat=0.003, sens=0.758, deg=0.000]
Ep 043/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:30,  1.52s/it, loss=0.381, mat=0.003, sens=0.758, deg=0.000]
Ep 043/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:28,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:26,  1.52s/it, loss=0.379, mat=0.004, sens=0.754, deg=0.000]
Ep 043/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:25,  1.52s/it, loss=0.379, mat=0.004, sens=0.754, deg=0.000]
Ep 043/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:25,  1.52s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 043/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:23,  1.52s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 043/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:22,  1.52s/it, loss=0.374, mat=0.004, sens=0.744, deg=0.000]
Ep 043/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:20,  1.52s/it, loss=0.374, mat=0.004, sens=0.744, deg=0.000]
Ep 043/100 [S3:+sens]:  50%|█ | 132/264 [03:23<03:20,  1.52s/it, loss=0.385, mat=0.003, sens=0.765, deg=0.000]
Ep 043/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:18,  1.52s/it, loss=0.385, mat=0.003, sens=0.765, deg=0.000]
Ep 043/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:18,  1.52s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 043/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:17,  1.52s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 043/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:17,  1.52s/it, loss=0.405, mat=0.003, sens=0.805, deg=0.000]
Ep 043/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:15,  1.52s/it, loss=0.405, mat=0.003, sens=0.805, deg=0.000]
Ep 043/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:15,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  52%|█ | 136/264 [03:29<03:15,  1.53s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 043/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:17,  1.55s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 043/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:17,  1.55s/it, loss=0.363, mat=0.003, sens=0.721, deg=0.000]
Ep 043/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:14,  1.54s/it, loss=0.363, mat=0.003, sens=0.721, deg=0.000]
Ep 043/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:14,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:11,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:11,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:09,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:09,  1.53s/it, loss=0.378, mat=0.002, sens=0.751, deg=0.000]
Ep 043/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:07,  1.52s/it, loss=0.378, mat=0.002, sens=0.751, deg=0.000]
Ep 043/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:05,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:02,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  55%|█ | 145/264 [03:43<03:00,  1.52s/it, loss=0.378, mat=0.003, sens=0.751, deg=0.000]
Ep 043/100 [S3:+sens]:  55%|█ | 146/264 [03:43<02:59,  1.52s/it, loss=0.378, mat=0.003, sens=0.751, deg=0.000]
Ep 043/100 [S3:+sens]:  55%|█ | 146/264 [03:44<02:59,  1.52s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:57,  1.52s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  56%|█ | 147/264 [03:46<02:57,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:56,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:56,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:57,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  56%|█▏| 149/264 [03:49<02:57,  1.54s/it, loss=0.371, mat=0.004, sens=0.737, deg=0.000]
Ep 043/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:54,  1.53s/it, loss=0.371, mat=0.004, sens=0.737, deg=0.000]
Ep 043/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:54,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:52,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:50,  1.52s/it, loss=0.366, mat=0.004, sens=0.728, deg=0.000]
Ep 043/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:48,  1.52s/it, loss=0.366, mat=0.004, sens=0.728, deg=0.000]
Ep 043/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:48,  1.52s/it, loss=0.365, mat=0.002, sens=0.725, deg=0.000]
Ep 043/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:47,  1.52s/it, loss=0.365, mat=0.002, sens=0.725, deg=0.000]
Ep 043/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:47,  1.52s/it, loss=0.362, mat=0.004, sens=0.717, deg=0.000]
Ep 043/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:45,  1.52s/it, loss=0.362, mat=0.004, sens=0.717, deg=0.000]
Ep 043/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:45,  1.52s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 043/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:44,  1.52s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 043/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:44,  1.52s/it, loss=0.366, mat=0.003, sens=0.728, deg=0.000]
Ep 043/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:42,  1.52s/it, loss=0.366, mat=0.003, sens=0.728, deg=0.000]
Ep 043/100 [S3:+sens]:  59%|█▏| 157/264 [04:01<02:42,  1.52s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 043/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:41,  1.52s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 043/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:41,  1.52s/it, loss=0.365, mat=0.005, sens=0.723, deg=0.000]
Ep 043/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:39,  1.52s/it, loss=0.365, mat=0.005, sens=0.723, deg=0.000]
Ep 043/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:39,  1.53s/it, loss=0.375, mat=0.003, sens=0.743, deg=0.000]
Ep 043/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:37,  1.53s/it, loss=0.375, mat=0.003, sens=0.743, deg=0.000]
Ep 043/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:37,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:35,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:35,  1.53s/it, loss=0.379, mat=0.005, sens=0.744, deg=0.000]
Ep 043/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:33,  1.52s/it, loss=0.379, mat=0.005, sens=0.744, deg=0.000]
Ep 043/100 [S3:+sens]:  62%|█▏| 163/264 [04:10<02:33,  1.52s/it, loss=0.380, mat=0.003, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:32,  1.52s/it, loss=0.380, mat=0.003, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:32,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:30,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:30,  1.52s/it, loss=0.379, mat=0.004, sens=0.742, deg=0.000]
Ep 043/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:28,  1.52s/it, loss=0.379, mat=0.004, sens=0.742, deg=0.000]
Ep 043/100 [S3:+sens]:  63%|█▎| 166/264 [04:15<02:28,  1.52s/it, loss=0.386, mat=0.004, sens=0.757, deg=0.000]
Ep 043/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:29,  1.54s/it, loss=0.386, mat=0.004, sens=0.757, deg=0.000]
Ep 043/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:29,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:27,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  64%|█▎| 168/264 [04:18<02:27,  1.54s/it, loss=0.387, mat=0.003, sens=0.757, deg=0.000]
Ep 043/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:25,  1.53s/it, loss=0.387, mat=0.003, sens=0.757, deg=0.000]
Ep 043/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:25,  1.53s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 043/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:23,  1.53s/it, loss=0.372, mat=0.003, sens=0.736, deg=0.000]
Ep 043/100 [S3:+sens]:  64%|█▎| 170/264 [04:21<02:23,  1.53s/it, loss=0.380, mat=0.004, sens=0.750, deg=0.000]
Ep 043/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:22,  1.53s/it, loss=0.380, mat=0.004, sens=0.750, deg=0.000]
Ep 043/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:22,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:20,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  65%|█▎| 172/264 [04:24<02:20,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:18,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:18,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:16,  1.52s/it, loss=0.353, mat=0.003, sens=0.695, deg=0.000]
Ep 043/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:15,  1.52s/it, loss=0.353, mat=0.003, sens=0.695, deg=0.000]
Ep 043/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:15,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:14,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:10,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:10,  1.52s/it, loss=0.380, mat=0.004, sens=0.751, deg=0.000]
Ep 043/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:09,  1.52s/it, loss=0.380, mat=0.004, sens=0.751, deg=0.000]
Ep 043/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:09,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:07,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  68%|█▎| 180/264 [04:36<02:07,  1.52s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:06,  1.52s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 043/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:06,  1.52s/it, loss=0.371, mat=0.004, sens=0.736, deg=0.000]
Ep 043/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:06,  1.54s/it, loss=0.371, mat=0.004, sens=0.736, deg=0.000]
Ep 043/100 [S3:+sens]:  69%|█▍| 182/264 [04:39<02:06,  1.54s/it, loss=0.366, mat=0.003, sens=0.729, deg=0.000]
Ep 043/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:04,  1.54s/it, loss=0.366, mat=0.003, sens=0.729, deg=0.000]
Ep 043/100 [S3:+sens]:  69%|█▍| 183/264 [04:41<02:04,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:02,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  70%|█▍| 184/264 [04:42<02:02,  1.54s/it, loss=0.369, mat=0.005, sens=0.730, deg=0.000]
Ep 043/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<02:01,  1.53s/it, loss=0.369, mat=0.005, sens=0.730, deg=0.000]
Ep 043/100 [S3:+sens]:  70%|█▍| 185/264 [04:44<02:01,  1.53s/it, loss=0.376, mat=0.004, sens=0.747, deg=0.000]
Ep 043/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:59,  1.53s/it, loss=0.376, mat=0.004, sens=0.747, deg=0.000]
Ep 043/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<01:59,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  71%|█▍| 187/264 [04:47<01:57,  1.53s/it, loss=0.400, mat=0.003, sens=0.796, deg=0.000]
Ep 043/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.400, mat=0.003, sens=0.796, deg=0.000]
Ep 043/100 [S3:+sens]:  71%|█▍| 188/264 [04:48<01:55,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:54,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  72%|█▍| 189/264 [04:50<01:54,  1.52s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 043/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:52,  1.52s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 043/100 [S3:+sens]:  72%|█▍| 190/264 [04:51<01:52,  1.52s/it, loss=0.353, mat=0.003, sens=0.702, deg=0.000]
Ep 043/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:50,  1.52s/it, loss=0.353, mat=0.003, sens=0.702, deg=0.000]
Ep 043/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:50,  1.52s/it, loss=0.375, mat=0.005, sens=0.744, deg=0.000]
Ep 043/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.52s/it, loss=0.375, mat=0.005, sens=0.744, deg=0.000]
Ep 043/100 [S3:+sens]:  73%|█▍| 192/264 [04:54<01:49,  1.52s/it, loss=0.352, mat=0.003, sens=0.700, deg=0.000]
Ep 043/100 [S3:+sens]:  73%|█▍| 193/264 [04:54<01:47,  1.52s/it, loss=0.352, mat=0.003, sens=0.700, deg=0.000]
Ep 043/100 [S3:+sens]:  73%|█▍| 193/264 [04:56<01:47,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:47,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:47,  1.54s/it, loss=0.359, mat=0.003, sens=0.713, deg=0.000]
Ep 043/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:45,  1.53s/it, loss=0.359, mat=0.003, sens=0.713, deg=0.000]
Ep 043/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:43,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  75%|█▍| 197/264 [05:02<01:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:38,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  75%|█▌| 199/264 [05:05<01:38,  1.52s/it, loss=0.378, mat=0.004, sens=0.747, deg=0.000]
Ep 043/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:37,  1.52s/it, loss=0.378, mat=0.004, sens=0.747, deg=0.000]
Ep 043/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.375, mat=0.005, sens=0.740, deg=0.000]
Ep 043/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.52s/it, loss=0.375, mat=0.005, sens=0.740, deg=0.000]
Ep 043/100 [S3:+sens]:  76%|█▌| 201/264 [05:08<01:35,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:34,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.52s/it, loss=0.376, mat=0.002, sens=0.745, deg=0.000]
Ep 043/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:32,  1.52s/it, loss=0.376, mat=0.002, sens=0.745, deg=0.000]
Ep 043/100 [S3:+sens]:  77%|█▌| 203/264 [05:11<01:32,  1.52s/it, loss=0.372, mat=0.003, sens=0.737, deg=0.000]
Ep 043/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:30,  1.52s/it, loss=0.372, mat=0.003, sens=0.737, deg=0.000]
Ep 043/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:30,  1.52s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 043/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:29,  1.52s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 043/100 [S3:+sens]:  78%|█▌| 205/264 [05:14<01:29,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:27,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:27,  1.52s/it, loss=0.368, mat=0.004, sens=0.726, deg=0.000]
Ep 043/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:26,  1.52s/it, loss=0.368, mat=0.004, sens=0.726, deg=0.000]
Ep 043/100 [S3:+sens]:  78%|█▌| 207/264 [05:17<01:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  79%|█▌| 208/264 [05:19<01:24,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  79%|█▌| 209/264 [05:20<01:23,  1.53s/it, loss=0.370, mat=0.002, sens=0.734, deg=0.000]
Ep 043/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:22,  1.53s/it, loss=0.370, mat=0.002, sens=0.734, deg=0.000]
Ep 043/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:22,  1.53s/it, loss=0.384, mat=0.006, sens=0.755, deg=0.000]
Ep 043/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.52s/it, loss=0.384, mat=0.006, sens=0.755, deg=0.000]
Ep 043/100 [S3:+sens]:  80%|█▌| 211/264 [05:23<01:20,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:19,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:18,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  81%|█▌| 213/264 [05:26<01:18,  1.54s/it, loss=0.370, mat=0.004, sens=0.733, deg=0.000]
Ep 043/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:16,  1.54s/it, loss=0.370, mat=0.004, sens=0.733, deg=0.000]
Ep 043/100 [S3:+sens]:  81%|█▌| 214/264 [05:28<01:16,  1.54s/it, loss=0.359, mat=0.003, sens=0.708, deg=0.000]
Ep 043/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:14,  1.53s/it, loss=0.359, mat=0.003, sens=0.708, deg=0.000]
Ep 043/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:14,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:13,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  82%|█▋| 216/264 [05:31<01:13,  1.53s/it, loss=0.378, mat=0.004, sens=0.743, deg=0.000]
Ep 043/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:11,  1.52s/it, loss=0.378, mat=0.004, sens=0.743, deg=0.000]
Ep 043/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.52s/it, loss=0.376, mat=0.004, sens=0.743, deg=0.000]
Ep 043/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:10,  1.52s/it, loss=0.376, mat=0.004, sens=0.743, deg=0.000]
Ep 043/100 [S3:+sens]:  83%|█▋| 218/264 [05:34<01:10,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.52s/it, loss=0.386, mat=0.004, sens=0.763, deg=0.000]
Ep 043/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:06,  1.52s/it, loss=0.386, mat=0.004, sens=0.763, deg=0.000]
Ep 043/100 [S3:+sens]:  83%|█▋| 220/264 [05:37<01:06,  1.52s/it, loss=0.396, mat=0.004, sens=0.785, deg=0.000]
Ep 043/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.52s/it, loss=0.396, mat=0.004, sens=0.785, deg=0.000]
Ep 043/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.52s/it, loss=0.384, mat=0.002, sens=0.761, deg=0.000]
Ep 043/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:03,  1.51s/it, loss=0.384, mat=0.002, sens=0.761, deg=0.000]
Ep 043/100 [S3:+sens]:  84%|█▋| 222/264 [05:40<01:03,  1.51s/it, loss=0.377, mat=0.004, sens=0.746, deg=0.000]
Ep 043/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.51s/it, loss=0.377, mat=0.004, sens=0.746, deg=0.000]
Ep 043/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  85%|█▋| 224/264 [05:43<01:00,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.52s/it, loss=0.366, mat=0.004, sens=0.726, deg=0.000]
Ep 043/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.51s/it, loss=0.366, mat=0.004, sens=0.726, deg=0.000]
Ep 043/100 [S3:+sens]:  86%|█▋| 226/264 [05:46<00:57,  1.51s/it, loss=0.390, mat=0.005, sens=0.773, deg=0.000]
Ep 043/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:56,  1.54s/it, loss=0.390, mat=0.005, sens=0.773, deg=0.000]
Ep 043/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:55,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  86%|█▋| 228/264 [05:49<00:55,  1.53s/it, loss=0.373, mat=0.003, sens=0.741, deg=0.000]
Ep 043/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:53,  1.53s/it, loss=0.373, mat=0.003, sens=0.741, deg=0.000]
Ep 043/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:53,  1.53s/it, loss=0.360, mat=0.002, sens=0.715, deg=0.000]
Ep 043/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.52s/it, loss=0.360, mat=0.002, sens=0.715, deg=0.000]
Ep 043/100 [S3:+sens]:  87%|█▋| 230/264 [05:52<00:51,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:50,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:50,  1.52s/it, loss=0.367, mat=0.002, sens=0.729, deg=0.000]
Ep 043/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.52s/it, loss=0.367, mat=0.002, sens=0.729, deg=0.000]
Ep 043/100 [S3:+sens]:  88%|█▊| 232/264 [05:55<00:48,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:47,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  88%|█▊| 233/264 [05:57<00:47,  1.53s/it, loss=0.365, mat=0.003, sens=0.723, deg=0.000]
Ep 043/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.52s/it, loss=0.365, mat=0.003, sens=0.723, deg=0.000]
Ep 043/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  89%|█▊| 235/264 [06:00<00:44,  1.52s/it, loss=0.374, mat=0.005, sens=0.738, deg=0.000]
Ep 043/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:42,  1.52s/it, loss=0.374, mat=0.005, sens=0.738, deg=0.000]
Ep 043/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:42,  1.52s/it, loss=0.393, mat=0.004, sens=0.781, deg=0.000]
Ep 043/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:41,  1.52s/it, loss=0.393, mat=0.004, sens=0.781, deg=0.000]
Ep 043/100 [S3:+sens]:  90%|█▊| 237/264 [06:03<00:41,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.52s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 043/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:38,  1.54s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 043/100 [S3:+sens]:  91%|█▊| 239/264 [06:06<00:38,  1.54s/it, loss=0.387, mat=0.003, sens=0.765, deg=0.000]
Ep 043/100 [S3:+sens]:  91%|█▊| 240/264 [06:06<00:36,  1.53s/it, loss=0.387, mat=0.003, sens=0.765, deg=0.000]
Ep 043/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.53s/it, loss=0.009, mat=0.006, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:35,  1.52s/it, loss=0.009, mat=0.006, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  91%|█▊| 241/264 [06:09<00:35,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  92%|█▊| 242/264 [06:09<00:33,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  92%|█▊| 243/264 [06:12<00:31,  1.52s/it, loss=0.380, mat=0.004, sens=0.749, deg=0.000]
Ep 043/100 [S3:+sens]:  92%|█▊| 244/264 [06:12<00:30,  1.52s/it, loss=0.380, mat=0.004, sens=0.749, deg=0.000]
Ep 043/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  93%|█▊| 245/264 [06:15<00:28,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  93%|█▊| 246/264 [06:15<00:27,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  94%|█▊| 247/264 [06:18<00:25,  1.52s/it, loss=0.371, mat=0.003, sens=0.733, deg=0.000]
Ep 043/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.371, mat=0.003, sens=0.733, deg=0.000]
Ep 043/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.51s/it, loss=0.367, mat=0.003, sens=0.723, deg=0.000]
Ep 043/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.367, mat=0.003, sens=0.723, deg=0.000]
Ep 043/100 [S3:+sens]:  94%|█▉| 249/264 [06:21<00:22,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  95%|█▉| 251/264 [06:24<00:19,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.51s/it, loss=0.388, mat=0.003, sens=0.766, deg=0.000]
Ep 043/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.388, mat=0.003, sens=0.766, deg=0.000]
Ep 043/100 [S3:+sens]:  96%|█▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  97%|█▉| 256/264 [06:32<00:12,  1.52s/it, loss=0.381, mat=0.004, sens=0.750, deg=0.000]
Ep 043/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.56s/it, loss=0.381, mat=0.004, sens=0.750, deg=0.000]
Ep 043/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.56s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  98%|█▉| 258/264 [06:33<00:09,  1.55s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  98%|█▉| 258/264 [06:35<00:09,  1.55s/it, loss=0.379, mat=0.004, sens=0.750, deg=0.000]
Ep 043/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.54s/it, loss=0.379, mat=0.004, sens=0.750, deg=0.000]
Ep 043/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.54s/it, loss=0.379, mat=0.004, sens=0.749, deg=0.000]
Ep 043/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.53s/it, loss=0.379, mat=0.004, sens=0.749, deg=0.000]
Ep 043/100 [S3:+sens]:  98%|█▉| 260/264 [06:38<00:06,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]:  99%|█▉| 262/264 [06:41<00:03,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]: 100%|█▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 043/100 [S3:+sens]: 100%|██| 264/264 [06:42<00:00,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
                                                                                                              
Epoch 043/100 [S3:+sens]  loss=0.1993  mat=0.0035  sens=0.3893  deg=0.0001  orth=0.0029  α=0.5 β=0.5 γ=0.3  403s

Ep 044/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 044/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.377, mat=0.003, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:43,  2.22s/it, loss=0.377, mat=0.003, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:43,  2.22s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 044/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:52,  1.80s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 044/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:52,  1.80s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 044/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:14,  1.67s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 044/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:14,  1.67s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:56,  1.60s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:56,  1.60s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:46,  1.57s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:46,  1.57s/it, loss=0.376, mat=0.002, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:39,  1.55s/it, loss=0.376, mat=0.002, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:39,  1.55s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 044/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:36,  1.54s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 044/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:36,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:32,  1.53s/it, loss=0.396, mat=0.003, sens=0.789, deg=0.000]
Ep 044/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:38,  1.56s/it, loss=0.396, mat=0.003, sens=0.789, deg=0.000]
Ep 044/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:38,  1.56s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 044/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:32,  1.55s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 044/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:32,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:28,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:28,  1.54s/it, loss=0.394, mat=0.003, sens=0.782, deg=0.000]
Ep 044/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:25,  1.53s/it, loss=0.394, mat=0.003, sens=0.782, deg=0.000]
Ep 044/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:25,  1.53s/it, loss=0.374, mat=0.003, sens=0.744, deg=0.000]
Ep 044/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:22,  1.52s/it, loss=0.374, mat=0.003, sens=0.744, deg=0.000]
Ep 044/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:22,  1.52s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 044/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:19,  1.52s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 044/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:19,  1.52s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:17,  1.52s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:17,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:16,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:17,  1.53s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 044/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:15,  1.52s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 044/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:15,  1.52s/it, loss=0.392, mat=0.003, sens=0.780, deg=0.000]
Ep 044/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:13,  1.53s/it, loss=0.392, mat=0.003, sens=0.780, deg=0.000]
Ep 044/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:13,  1.53s/it, loss=0.376, mat=0.004, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:11,  1.52s/it, loss=0.376, mat=0.004, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:11,  1.52s/it, loss=0.374, mat=0.003, sens=0.742, deg=0.000]
Ep 044/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:09,  1.52s/it, loss=0.374, mat=0.003, sens=0.742, deg=0.000]
Ep 044/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:09,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:07,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:10,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:10,  1.54s/it, loss=0.384, mat=0.005, sens=0.762, deg=0.000]
Ep 044/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:07,  1.53s/it, loss=0.384, mat=0.005, sens=0.762, deg=0.000]
Ep 044/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:07,  1.53s/it, loss=0.368, mat=0.003, sens=0.733, deg=0.000]
Ep 044/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:04,  1.53s/it, loss=0.368, mat=0.003, sens=0.733, deg=0.000]
Ep 044/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:04,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:02,  1.52s/it, loss=0.362, mat=0.002, sens=0.719, deg=0.000]
Ep 044/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:01,  1.52s/it, loss=0.362, mat=0.002, sens=0.719, deg=0.000]
Ep 044/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<06:00,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<06:00,  1.53s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 044/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:57,  1.52s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 044/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:57,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:55,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:55,  1.52s/it, loss=0.405, mat=0.003, sens=0.801, deg=0.000]
Ep 044/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:53,  1.52s/it, loss=0.405, mat=0.003, sens=0.801, deg=0.000]
Ep 044/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:53,  1.52s/it, loss=0.390, mat=0.004, sens=0.770, deg=0.000]
Ep 044/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:51,  1.52s/it, loss=0.390, mat=0.004, sens=0.770, deg=0.000]
Ep 044/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:51,  1.52s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 044/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:50,  1.52s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 044/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:50,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:49,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:49,  1.52s/it, loss=0.407, mat=0.003, sens=0.804, deg=0.000]
Ep 044/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:47,  1.52s/it, loss=0.407, mat=0.003, sens=0.804, deg=0.000]
Ep 044/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:47,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:45,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:45,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:44,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:44,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:42,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:42,  1.52s/it, loss=0.391, mat=0.004, sens=0.771, deg=0.000]
Ep 044/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:41,  1.52s/it, loss=0.391, mat=0.004, sens=0.771, deg=0.000]
Ep 044/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:41,  1.52s/it, loss=0.392, mat=0.003, sens=0.777, deg=0.000]
Ep 044/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:39,  1.52s/it, loss=0.392, mat=0.003, sens=0.777, deg=0.000]
Ep 044/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:40,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:40,  1.53s/it, loss=0.390, mat=0.003, sens=0.774, deg=0.000]
Ep 044/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:39,  1.53s/it, loss=0.390, mat=0.003, sens=0.774, deg=0.000]
Ep 044/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:36,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:36,  1.52s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 044/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:35,  1.52s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 044/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:35,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:33,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:33,  1.52s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 044/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:31,  1.52s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 044/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:31,  1.52s/it, loss=0.382, mat=0.004, sens=0.757, deg=0.000]
Ep 044/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:29,  1.52s/it, loss=0.382, mat=0.004, sens=0.757, deg=0.000]
Ep 044/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:29,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:27,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:26,  1.52s/it, loss=0.376, mat=0.005, sens=0.742, deg=0.000]
Ep 044/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:24,  1.52s/it, loss=0.376, mat=0.005, sens=0.742, deg=0.000]
Ep 044/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:24,  1.52s/it, loss=0.390, mat=0.005, sens=0.773, deg=0.000]
Ep 044/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:22,  1.51s/it, loss=0.390, mat=0.005, sens=0.773, deg=0.000]
Ep 044/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:21,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:21,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:19,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:19,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:22,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:22,  1.54s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 044/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:19,  1.53s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 044/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:19,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:17,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:17,  1.53s/it, loss=0.392, mat=0.003, sens=0.777, deg=0.000]
Ep 044/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:15,  1.52s/it, loss=0.392, mat=0.003, sens=0.777, deg=0.000]
Ep 044/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:15,  1.52s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:13,  1.52s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:13,  1.52s/it, loss=0.388, mat=0.005, sens=0.769, deg=0.000]
Ep 044/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:12,  1.52s/it, loss=0.388, mat=0.005, sens=0.769, deg=0.000]
Ep 044/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:12,  1.52s/it, loss=0.374, mat=0.003, sens=0.744, deg=0.000]
Ep 044/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:10,  1.52s/it, loss=0.374, mat=0.003, sens=0.744, deg=0.000]
Ep 044/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:10,  1.52s/it, loss=0.363, mat=0.003, sens=0.720, deg=0.000]
Ep 044/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:08,  1.52s/it, loss=0.363, mat=0.003, sens=0.720, deg=0.000]
Ep 044/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:08,  1.52s/it, loss=0.391, mat=0.003, sens=0.778, deg=0.000]
Ep 044/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:06,  1.52s/it, loss=0.391, mat=0.003, sens=0.778, deg=0.000]
Ep 044/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:06,  1.52s/it, loss=0.378, mat=0.003, sens=0.750, deg=0.000]
Ep 044/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:05,  1.52s/it, loss=0.378, mat=0.003, sens=0.750, deg=0.000]
Ep 044/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:05,  1.52s/it, loss=0.388, mat=0.002, sens=0.774, deg=0.000]
Ep 044/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:03,  1.52s/it, loss=0.388, mat=0.002, sens=0.774, deg=0.000]
Ep 044/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:03,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:03,  1.53s/it, loss=0.368, mat=0.003, sens=0.729, deg=0.000]
Ep 044/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:02,  1.53s/it, loss=0.368, mat=0.003, sens=0.729, deg=0.000]
Ep 044/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:02,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<05:00,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<05:03,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<05:03,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:59,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:59,  1.54s/it, loss=0.370, mat=0.004, sens=0.735, deg=0.000]
Ep 044/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:56,  1.53s/it, loss=0.370, mat=0.004, sens=0.735, deg=0.000]
Ep 044/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:56,  1.53s/it, loss=0.383, mat=0.003, sens=0.761, deg=0.000]
Ep 044/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:54,  1.53s/it, loss=0.383, mat=0.003, sens=0.761, deg=0.000]
Ep 044/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:54,  1.53s/it, loss=0.411, mat=0.002, sens=0.818, deg=0.000]
Ep 044/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:52,  1.52s/it, loss=0.411, mat=0.002, sens=0.818, deg=0.000]
Ep 044/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:52,  1.52s/it, loss=0.372, mat=0.003, sens=0.741, deg=0.000]
Ep 044/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:50,  1.52s/it, loss=0.372, mat=0.003, sens=0.741, deg=0.000]
Ep 044/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:50,  1.52s/it, loss=0.397, mat=0.005, sens=0.788, deg=0.000]
Ep 044/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:48,  1.52s/it, loss=0.397, mat=0.005, sens=0.788, deg=0.000]
Ep 044/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:47,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:45,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:44,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:44,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:42,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:42,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:40,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:40,  1.52s/it, loss=0.379, mat=0.002, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:42,  1.54s/it, loss=0.379, mat=0.002, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:42,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:39,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:39,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:37,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:37,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:35,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:35,  1.52s/it, loss=0.387, mat=0.002, sens=0.761, deg=0.000]
Ep 044/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:33,  1.52s/it, loss=0.387, mat=0.002, sens=0.761, deg=0.000]
Ep 044/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:33,  1.52s/it, loss=0.402, mat=0.004, sens=0.790, deg=0.000]
Ep 044/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:31,  1.52s/it, loss=0.402, mat=0.004, sens=0.790, deg=0.000]
Ep 044/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:31,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:30,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:27,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:27,  1.51s/it, loss=0.381, mat=0.002, sens=0.746, deg=0.000]
Ep 044/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:26,  1.51s/it, loss=0.381, mat=0.002, sens=0.746, deg=0.000]
Ep 044/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:26,  1.51s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:27,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:27,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:25,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:25,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:24,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:24,  1.53s/it, loss=0.390, mat=0.005, sens=0.771, deg=0.000]
Ep 044/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:21,  1.52s/it, loss=0.390, mat=0.005, sens=0.771, deg=0.000]
Ep 044/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:21,  1.52s/it, loss=0.372, mat=0.003, sens=0.726, deg=0.000]
Ep 044/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:20,  1.52s/it, loss=0.372, mat=0.003, sens=0.726, deg=0.000]
Ep 044/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:20,  1.52s/it, loss=0.382, mat=0.003, sens=0.755, deg=0.000]
Ep 044/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:18,  1.52s/it, loss=0.382, mat=0.003, sens=0.755, deg=0.000]
Ep 044/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:18,  1.52s/it, loss=0.378, mat=0.003, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:16,  1.52s/it, loss=0.378, mat=0.003, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:16,  1.52s/it, loss=0.390, mat=0.004, sens=0.765, deg=0.000]
Ep 044/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:15,  1.52s/it, loss=0.390, mat=0.004, sens=0.765, deg=0.000]
Ep 044/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:15,  1.52s/it, loss=0.378, mat=0.003, sens=0.743, deg=0.000]
Ep 044/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:13,  1.52s/it, loss=0.378, mat=0.003, sens=0.743, deg=0.000]
Ep 044/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:13,  1.52s/it, loss=0.385, mat=0.003, sens=0.763, deg=0.000]
Ep 044/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:16,  1.54s/it, loss=0.385, mat=0.003, sens=0.763, deg=0.000]
Ep 044/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:16,  1.54s/it, loss=0.389, mat=0.005, sens=0.768, deg=0.000]
Ep 044/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:13,  1.54s/it, loss=0.389, mat=0.005, sens=0.768, deg=0.000]
Ep 044/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:13,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:11,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:11,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:08,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:08,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:06,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:02,  1.52s/it, loss=0.364, mat=0.005, sens=0.720, deg=0.000]
Ep 044/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:01,  1.52s/it, loss=0.364, mat=0.005, sens=0.720, deg=0.000]
Ep 044/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<03:59,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<03:59,  1.52s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 044/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:57,  1.51s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 044/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<03:57,  1.51s/it, loss=0.371, mat=0.002, sens=0.738, deg=0.000]
Ep 044/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:55,  1.51s/it, loss=0.371, mat=0.002, sens=0.738, deg=0.000]
Ep 044/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:55,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:54,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:54,  1.51s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 044/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:53,  1.52s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 044/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:53,  1.52s/it, loss=0.374, mat=0.003, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:51,  1.52s/it, loss=0.374, mat=0.003, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:51,  1.52s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 044/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:50,  1.52s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 044/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:52,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:52,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:51,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:51,  1.54s/it, loss=0.376, mat=0.004, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:48,  1.54s/it, loss=0.376, mat=0.004, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:48,  1.54s/it, loss=0.400, mat=0.004, sens=0.794, deg=0.000]
Ep 044/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:46,  1.53s/it, loss=0.400, mat=0.004, sens=0.794, deg=0.000]
Ep 044/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:46,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:43,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:43,  1.52s/it, loss=0.393, mat=0.003, sens=0.781, deg=0.000]
Ep 044/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:42,  1.52s/it, loss=0.393, mat=0.003, sens=0.781, deg=0.000]
Ep 044/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:42,  1.52s/it, loss=0.376, mat=0.003, sens=0.748, deg=0.000]
Ep 044/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:40,  1.52s/it, loss=0.376, mat=0.003, sens=0.748, deg=0.000]
Ep 044/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:40,  1.52s/it, loss=0.365, mat=0.002, sens=0.727, deg=0.000]
Ep 044/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:38,  1.52s/it, loss=0.365, mat=0.002, sens=0.727, deg=0.000]
Ep 044/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:37,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:35,  1.52s/it, loss=0.006, mat=0.006, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.368, mat=0.004, sens=0.730, deg=0.000]
Ep 044/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:34,  1.52s/it, loss=0.368, mat=0.004, sens=0.730, deg=0.000]
Ep 044/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:34,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:32,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:32,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:34,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:34,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:31,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:29,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:27,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:27,  1.52s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 044/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:25,  1.52s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 044/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:23,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:23,  1.52s/it, loss=0.365, mat=0.003, sens=0.723, deg=0.000]
Ep 044/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:21,  1.52s/it, loss=0.365, mat=0.003, sens=0.723, deg=0.000]
Ep 044/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:20,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  50%|█ | 132/264 [03:23<03:20,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:18,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:18,  1.52s/it, loss=0.369, mat=0.004, sens=0.732, deg=0.000]
Ep 044/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:17,  1.52s/it, loss=0.369, mat=0.004, sens=0.732, deg=0.000]
Ep 044/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:17,  1.52s/it, loss=0.368, mat=0.002, sens=0.733, deg=0.000]
Ep 044/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:15,  1.52s/it, loss=0.368, mat=0.002, sens=0.733, deg=0.000]
Ep 044/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:14,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  52%|█ | 136/264 [03:29<03:14,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:12,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:12,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:12,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:10,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:08,  1.52s/it, loss=0.375, mat=0.004, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:07,  1.52s/it, loss=0.375, mat=0.004, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:07,  1.52s/it, loss=0.374, mat=0.003, sens=0.741, deg=0.000]
Ep 044/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:05,  1.52s/it, loss=0.374, mat=0.003, sens=0.741, deg=0.000]
Ep 044/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:05,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:06,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:06,  1.54s/it, loss=0.394, mat=0.005, sens=0.778, deg=0.000]
Ep 044/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:03,  1.53s/it, loss=0.394, mat=0.005, sens=0.778, deg=0.000]
Ep 044/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:02,  1.53s/it, loss=0.361, mat=0.003, sens=0.717, deg=0.000]
Ep 044/100 [S3:+sens]:  55%|█ | 146/264 [03:42<02:59,  1.53s/it, loss=0.361, mat=0.003, sens=0.717, deg=0.000]
Ep 044/100 [S3:+sens]:  55%|█ | 146/264 [03:44<02:59,  1.53s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 044/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:58,  1.52s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 044/100 [S3:+sens]:  56%|█ | 147/264 [03:46<02:58,  1.52s/it, loss=0.378, mat=0.003, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:56,  1.52s/it, loss=0.378, mat=0.003, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:56,  1.52s/it, loss=0.375, mat=0.002, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:55,  1.52s/it, loss=0.375, mat=0.002, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:  56%|█▏| 149/264 [03:49<02:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:51,  1.52s/it, loss=0.375, mat=0.003, sens=0.746, deg=0.000]
Ep 044/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:49,  1.52s/it, loss=0.375, mat=0.003, sens=0.746, deg=0.000]
Ep 044/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:48,  1.52s/it, loss=0.372, mat=0.004, sens=0.740, deg=0.000]
Ep 044/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:46,  1.51s/it, loss=0.372, mat=0.004, sens=0.740, deg=0.000]
Ep 044/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:46,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:45,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:45,  1.52s/it, loss=0.386, mat=0.003, sens=0.768, deg=0.000]
Ep 044/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:43,  1.51s/it, loss=0.386, mat=0.003, sens=0.768, deg=0.000]
Ep 044/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:43,  1.51s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:44,  1.54s/it, loss=0.005, mat=0.007, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  59%|█▏| 157/264 [04:01<02:44,  1.54s/it, loss=0.363, mat=0.003, sens=0.720, deg=0.000]
Ep 044/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:42,  1.53s/it, loss=0.363, mat=0.003, sens=0.720, deg=0.000]
Ep 044/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:42,  1.53s/it, loss=0.380, mat=0.004, sens=0.754, deg=0.000]
Ep 044/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:40,  1.53s/it, loss=0.380, mat=0.004, sens=0.754, deg=0.000]
Ep 044/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:38,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:36,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:36,  1.52s/it, loss=0.369, mat=0.003, sens=0.732, deg=0.000]
Ep 044/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:35,  1.53s/it, loss=0.369, mat=0.003, sens=0.732, deg=0.000]
Ep 044/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:34,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  62%|█▏| 163/264 [04:10<02:34,  1.53s/it, loss=0.376, mat=0.004, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:32,  1.52s/it, loss=0.376, mat=0.004, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:30,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:28,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:26,  1.51s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 044/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:25,  1.51s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 044/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:25,  1.51s/it, loss=0.377, mat=0.004, sens=0.750, deg=0.000]
Ep 044/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:25,  1.54s/it, loss=0.377, mat=0.004, sens=0.750, deg=0.000]
Ep 044/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:25,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  64%|█▎| 170/264 [04:21<02:23,  1.53s/it, loss=0.378, mat=0.003, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:21,  1.52s/it, loss=0.378, mat=0.003, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:21,  1.52s/it, loss=0.392, mat=0.003, sens=0.779, deg=0.000]
Ep 044/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:19,  1.52s/it, loss=0.392, mat=0.003, sens=0.779, deg=0.000]
Ep 044/100 [S3:+sens]:  65%|█▎| 172/264 [04:24<02:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:18,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:18,  1.52s/it, loss=0.385, mat=0.003, sens=0.765, deg=0.000]
Ep 044/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:16,  1.52s/it, loss=0.385, mat=0.003, sens=0.765, deg=0.000]
Ep 044/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:16,  1.52s/it, loss=0.362, mat=0.004, sens=0.717, deg=0.000]
Ep 044/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:14,  1.51s/it, loss=0.362, mat=0.004, sens=0.717, deg=0.000]
Ep 044/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:14,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:13,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:13,  1.52s/it, loss=0.389, mat=0.004, sens=0.772, deg=0.000]
Ep 044/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:11,  1.52s/it, loss=0.389, mat=0.004, sens=0.772, deg=0.000]
Ep 044/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:11,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:08,  1.51s/it, loss=0.377, mat=0.002, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:07,  1.51s/it, loss=0.377, mat=0.002, sens=0.749, deg=0.000]
Ep 044/100 [S3:+sens]:  68%|█▎| 180/264 [04:36<02:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:05,  1.51s/it, loss=0.382, mat=0.005, sens=0.758, deg=0.000]
Ep 044/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:04,  1.51s/it, loss=0.382, mat=0.005, sens=0.758, deg=0.000]
Ep 044/100 [S3:+sens]:  69%|█▍| 182/264 [04:39<02:04,  1.51s/it, loss=0.389, mat=0.003, sens=0.772, deg=0.000]
Ep 044/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:02,  1.52s/it, loss=0.389, mat=0.003, sens=0.772, deg=0.000]
Ep 044/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:02,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:01,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  70%|█▍| 184/264 [04:42<02:01,  1.51s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 044/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<01:59,  1.51s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 044/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<01:59,  1.51s/it, loss=0.366, mat=0.002, sens=0.729, deg=0.000]
Ep 044/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:58,  1.52s/it, loss=0.366, mat=0.002, sens=0.729, deg=0.000]
Ep 044/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<01:58,  1.52s/it, loss=0.361, mat=0.004, sens=0.715, deg=0.000]
Ep 044/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:59,  1.55s/it, loss=0.361, mat=0.004, sens=0.715, deg=0.000]
Ep 044/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:59,  1.55s/it, loss=0.370, mat=0.002, sens=0.735, deg=0.000]
Ep 044/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:56,  1.54s/it, loss=0.370, mat=0.002, sens=0.735, deg=0.000]
Ep 044/100 [S3:+sens]:  71%|█▍| 188/264 [04:48<01:56,  1.54s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 044/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:54,  1.53s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 044/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:54,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:52,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  72%|█▍| 190/264 [04:51<01:52,  1.52s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:51,  1.52s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  73%|█▍| 192/264 [04:54<01:49,  1.52s/it, loss=0.361, mat=0.003, sens=0.717, deg=0.000]
Ep 044/100 [S3:+sens]:  73%|█▍| 193/264 [04:54<01:47,  1.52s/it, loss=0.361, mat=0.003, sens=0.717, deg=0.000]
Ep 044/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:47,  1.52s/it, loss=0.395, mat=0.004, sens=0.784, deg=0.000]
Ep 044/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:46,  1.52s/it, loss=0.395, mat=0.004, sens=0.784, deg=0.000]
Ep 044/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:44,  1.51s/it, loss=0.388, mat=0.004, sens=0.769, deg=0.000]
Ep 044/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:42,  1.51s/it, loss=0.388, mat=0.004, sens=0.769, deg=0.000]
Ep 044/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:42,  1.51s/it, loss=0.367, mat=0.003, sens=0.730, deg=0.000]
Ep 044/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.51s/it, loss=0.367, mat=0.003, sens=0.730, deg=0.000]
Ep 044/100 [S3:+sens]:  75%|█▍| 197/264 [05:02<01:41,  1.51s/it, loss=0.010, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:39,  1.52s/it, loss=0.010, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:39,  1.52s/it, loss=0.389, mat=0.003, sens=0.772, deg=0.000]
Ep 044/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:38,  1.52s/it, loss=0.389, mat=0.003, sens=0.772, deg=0.000]
Ep 044/100 [S3:+sens]:  75%|█▌| 199/264 [05:05<01:38,  1.52s/it, loss=0.386, mat=0.003, sens=0.766, deg=0.000]
Ep 044/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:36,  1.51s/it, loss=0.386, mat=0.003, sens=0.766, deg=0.000]
Ep 044/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:36,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  76%|█▌| 201/264 [05:08<01:35,  1.52s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 044/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:35,  1.54s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 044/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:35,  1.54s/it, loss=0.385, mat=0.004, sens=0.765, deg=0.000]
Ep 044/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:33,  1.53s/it, loss=0.385, mat=0.004, sens=0.765, deg=0.000]
Ep 044/100 [S3:+sens]:  77%|█▌| 203/264 [05:11<01:33,  1.53s/it, loss=0.364, mat=0.002, sens=0.714, deg=0.000]
Ep 044/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:31,  1.53s/it, loss=0.364, mat=0.002, sens=0.714, deg=0.000]
Ep 044/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:31,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:29,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  78%|█▌| 205/264 [05:14<01:29,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:28,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:28,  1.52s/it, loss=0.395, mat=0.003, sens=0.782, deg=0.000]
Ep 044/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:26,  1.52s/it, loss=0.395, mat=0.003, sens=0.782, deg=0.000]
Ep 044/100 [S3:+sens]:  78%|█▌| 207/264 [05:17<01:26,  1.52s/it, loss=0.390, mat=0.006, sens=0.768, deg=0.000]
Ep 044/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:25,  1.52s/it, loss=0.390, mat=0.006, sens=0.768, deg=0.000]
Ep 044/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.52s/it, loss=0.379, mat=0.003, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.52s/it, loss=0.379, mat=0.003, sens=0.747, deg=0.000]
Ep 044/100 [S3:+sens]:  79%|█▌| 209/264 [05:20<01:23,  1.52s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:22,  1.52s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  80%|█▌| 211/264 [05:23<01:20,  1.52s/it, loss=0.392, mat=0.004, sens=0.772, deg=0.000]
Ep 044/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:19,  1.52s/it, loss=0.392, mat=0.004, sens=0.772, deg=0.000]
Ep 044/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:17,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  81%|█▌| 213/264 [05:26<01:17,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:16,  1.54s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:16,  1.54s/it, loss=0.365, mat=0.004, sens=0.724, deg=0.000]
Ep 044/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:15,  1.53s/it, loss=0.365, mat=0.004, sens=0.724, deg=0.000]
Ep 044/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:15,  1.53s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 044/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:13,  1.53s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 044/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.53s/it, loss=0.363, mat=0.004, sens=0.717, deg=0.000]
Ep 044/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:11,  1.52s/it, loss=0.363, mat=0.004, sens=0.717, deg=0.000]
Ep 044/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.52s/it, loss=0.384, mat=0.002, sens=0.760, deg=0.000]
Ep 044/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:09,  1.52s/it, loss=0.384, mat=0.002, sens=0.760, deg=0.000]
Ep 044/100 [S3:+sens]:  83%|█▋| 218/264 [05:34<01:09,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.52s/it, loss=0.390, mat=0.002, sens=0.776, deg=0.000]
Ep 044/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:06,  1.52s/it, loss=0.390, mat=0.002, sens=0.776, deg=0.000]
Ep 044/100 [S3:+sens]:  83%|█▋| 220/264 [05:37<01:06,  1.52s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 044/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.52s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 044/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.52s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 044/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:03,  1.52s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 044/100 [S3:+sens]:  84%|█▋| 222/264 [05:40<01:03,  1.52s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 044/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.52s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 044/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:00,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  85%|█▋| 224/264 [05:43<01:00,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.51s/it, loss=0.367, mat=0.004, sens=0.727, deg=0.000]
Ep 044/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.52s/it, loss=0.367, mat=0.004, sens=0.727, deg=0.000]
Ep 044/100 [S3:+sens]:  86%|█▋| 226/264 [05:46<00:57,  1.52s/it, loss=0.380, mat=0.002, sens=0.754, deg=0.000]
Ep 044/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:56,  1.52s/it, loss=0.380, mat=0.002, sens=0.754, deg=0.000]
Ep 044/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.52s/it, loss=0.363, mat=0.002, sens=0.721, deg=0.000]
Ep 044/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:54,  1.51s/it, loss=0.363, mat=0.002, sens=0.721, deg=0.000]
Ep 044/100 [S3:+sens]:  86%|█▋| 228/264 [05:49<00:54,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:53,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.52s/it, loss=0.382, mat=0.003, sens=0.761, deg=0.000]
Ep 044/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.52s/it, loss=0.382, mat=0.003, sens=0.761, deg=0.000]
Ep 044/100 [S3:+sens]:  87%|█▋| 230/264 [05:52<00:51,  1.52s/it, loss=0.403, mat=0.003, sens=0.799, deg=0.000]
Ep 044/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:50,  1.52s/it, loss=0.403, mat=0.003, sens=0.799, deg=0.000]
Ep 044/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  88%|█▊| 232/264 [05:55<00:48,  1.52s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:47,  1.54s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 044/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.54s/it, loss=0.379, mat=0.002, sens=0.753, deg=0.000]
Ep 044/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.53s/it, loss=0.379, mat=0.002, sens=0.753, deg=0.000]
Ep 044/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:45,  1.53s/it, loss=0.386, mat=0.004, sens=0.765, deg=0.000]
Ep 044/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.54s/it, loss=0.386, mat=0.004, sens=0.765, deg=0.000]
Ep 044/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:42,  1.53s/it, loss=0.388, mat=0.002, sens=0.768, deg=0.000]
Ep 044/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:41,  1.53s/it, loss=0.388, mat=0.002, sens=0.768, deg=0.000]
Ep 044/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.53s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 044/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.52s/it, loss=0.370, mat=0.003, sens=0.734, deg=0.000]
Ep 044/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:37,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:37,  1.52s/it, loss=0.399, mat=0.005, sens=0.792, deg=0.000]
Ep 044/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.52s/it, loss=0.399, mat=0.005, sens=0.792, deg=0.000]
Ep 044/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.52s/it, loss=0.373, mat=0.003, sens=0.742, deg=0.000]
Ep 044/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:34,  1.52s/it, loss=0.373, mat=0.003, sens=0.742, deg=0.000]
Ep 044/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:34,  1.52s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 044/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 044/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  92%|█▊| 243/264 [06:12<00:31,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  92%|█▊| 244/264 [06:12<00:30,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.51s/it, loss=0.395, mat=0.003, sens=0.784, deg=0.000]
Ep 044/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.395, mat=0.003, sens=0.784, deg=0.000]
Ep 044/100 [S3:+sens]:  93%|█▊| 245/264 [06:15<00:28,  1.51s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 044/100 [S3:+sens]:  93%|█▊| 246/264 [06:15<00:27,  1.51s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 044/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:26,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  94%|█▊| 247/264 [06:18<00:26,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.53s/it, loss=0.388, mat=0.003, sens=0.773, deg=0.000]
Ep 044/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.388, mat=0.003, sens=0.773, deg=0.000]
Ep 044/100 [S3:+sens]:  94%|█▉| 249/264 [06:21<00:22,  1.52s/it, loss=0.400, mat=0.003, sens=0.795, deg=0.000]
Ep 044/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.400, mat=0.003, sens=0.795, deg=0.000]
Ep 044/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.000]
Ep 044/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.000]
Ep 044/100 [S3:+sens]:  95%|█▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 044/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 044/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 044/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 044/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 044/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 044/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  98%|█▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.56s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.56s/it, loss=0.388, mat=0.004, sens=0.771, deg=0.000]
Ep 044/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.55s/it, loss=0.388, mat=0.004, sens=0.771, deg=0.000]
Ep 044/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.55s/it, loss=0.383, mat=0.002, sens=0.762, deg=0.000]
Ep 044/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.54s/it, loss=0.383, mat=0.002, sens=0.762, deg=0.000]
Ep 044/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 044/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.380, mat=0.003, sens=0.750, deg=0.000]
Ep 044/100 [S3:+sens]: 100%|██| 264/264 [06:42<00:00,  1.52s/it, loss=0.380, mat=0.003, sens=0.750, deg=0.000]
                                                                                                              
Epoch 044/100 [S3:+sens]  loss=0.2148  mat=0.0033  sens=0.4231  deg=0.0001  orth=0.0016  α=0.5 β=0.5 γ=0.3  403s

Ep 045/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 045/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:16,  2.11s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:16,  2.11s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:40,  1.76s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:40,  1.76s/it, loss=0.371, mat=0.002, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:10,  1.65s/it, loss=0.371, mat=0.002, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:10,  1.65s/it, loss=0.368, mat=0.004, sens=0.731, deg=0.000]
Ep 045/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:53,  1.59s/it, loss=0.368, mat=0.004, sens=0.731, deg=0.000]
Ep 045/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:53,  1.59s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:44,  1.56s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:44,  1.56s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:37,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:37,  1.54s/it, loss=0.384, mat=0.003, sens=0.764, deg=0.000]
Ep 045/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:33,  1.53s/it, loss=0.384, mat=0.003, sens=0.764, deg=0.000]
Ep 045/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:33,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:30,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:30,  1.53s/it, loss=0.397, mat=0.005, sens=0.772, deg=0.000]
Ep 045/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:37,  1.56s/it, loss=0.397, mat=0.005, sens=0.772, deg=0.000]
Ep 045/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:37,  1.56s/it, loss=0.372, mat=0.003, sens=0.737, deg=0.000]
Ep 045/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:31,  1.54s/it, loss=0.372, mat=0.003, sens=0.737, deg=0.000]
Ep 045/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:31,  1.54s/it, loss=0.383, mat=0.004, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:27,  1.53s/it, loss=0.383, mat=0.004, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:27,  1.53s/it, loss=0.390, mat=0.004, sens=0.775, deg=0.000]
Ep 045/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:24,  1.52s/it, loss=0.390, mat=0.004, sens=0.775, deg=0.000]
Ep 045/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:21,  1.52s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 045/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:19,  1.52s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 045/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:19,  1.52s/it, loss=0.385, mat=0.004, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:18,  1.52s/it, loss=0.385, mat=0.004, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:18,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:15,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:15,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:14,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:14,  1.51s/it, loss=0.394, mat=0.004, sens=0.783, deg=0.000]
Ep 045/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:12,  1.51s/it, loss=0.394, mat=0.004, sens=0.783, deg=0.000]
Ep 045/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:12,  1.51s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 045/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:14,  1.53s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 045/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:14,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:11,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:11,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 045/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 045/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:08,  1.52s/it, loss=0.366, mat=0.004, sens=0.728, deg=0.000]
Ep 045/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:06,  1.52s/it, loss=0.366, mat=0.004, sens=0.728, deg=0.000]
Ep 045/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:06,  1.52s/it, loss=0.397, mat=0.003, sens=0.789, deg=0.000]
Ep 045/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:05,  1.52s/it, loss=0.397, mat=0.003, sens=0.789, deg=0.000]
Ep 045/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:05,  1.52s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 045/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:03,  1.51s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 045/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:03,  1.51s/it, loss=0.391, mat=0.003, sens=0.777, deg=0.001]
Ep 045/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:01,  1.51s/it, loss=0.391, mat=0.003, sens=0.777, deg=0.001]
Ep 045/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:01,  1.51s/it, loss=0.393, mat=0.003, sens=0.776, deg=0.000]
Ep 045/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:00,  1.51s/it, loss=0.393, mat=0.003, sens=0.776, deg=0.000]
Ep 045/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:00,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:03,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:03,  1.53s/it, loss=0.396, mat=0.003, sens=0.784, deg=0.001]
Ep 045/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:59,  1.52s/it, loss=0.396, mat=0.003, sens=0.784, deg=0.001]
Ep 045/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:59,  1.52s/it, loss=0.378, mat=0.002, sens=0.752, deg=0.000]
Ep 045/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:57,  1.52s/it, loss=0.378, mat=0.002, sens=0.752, deg=0.000]
Ep 045/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:57,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.001]
Ep 045/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:55,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.001]
Ep 045/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:55,  1.52s/it, loss=0.376, mat=0.002, sens=0.749, deg=0.000]
Ep 045/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:54,  1.52s/it, loss=0.376, mat=0.002, sens=0.749, deg=0.000]
Ep 045/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:54,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.002]
Ep 045/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:51,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.002]
Ep 045/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:51,  1.52s/it, loss=0.372, mat=0.002, sens=0.739, deg=0.001]
Ep 045/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:50,  1.52s/it, loss=0.372, mat=0.002, sens=0.739, deg=0.001]
Ep 045/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:50,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:48,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:48,  1.51s/it, loss=0.369, mat=0.003, sens=0.733, deg=0.000]
Ep 045/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:46,  1.51s/it, loss=0.369, mat=0.003, sens=0.733, deg=0.000]
Ep 045/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:46,  1.51s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 045/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:44,  1.51s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 045/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:43,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:43,  1.51s/it, loss=0.392, mat=0.003, sens=0.779, deg=0.000]
Ep 045/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:41,  1.51s/it, loss=0.392, mat=0.003, sens=0.779, deg=0.000]
Ep 045/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:41,  1.51s/it, loss=0.399, mat=0.003, sens=0.790, deg=0.000]
Ep 045/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:40,  1.51s/it, loss=0.399, mat=0.003, sens=0.790, deg=0.000]
Ep 045/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:40,  1.51s/it, loss=0.397, mat=0.004, sens=0.786, deg=0.000]
Ep 045/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:38,  1.51s/it, loss=0.397, mat=0.004, sens=0.786, deg=0.000]
Ep 045/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:38,  1.51s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 045/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:37,  1.52s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 045/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:37,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:41,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:41,  1.54s/it, loss=0.367, mat=0.004, sens=0.730, deg=0.000]
Ep 045/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:40,  1.54s/it, loss=0.367, mat=0.004, sens=0.730, deg=0.000]
Ep 045/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:40,  1.54s/it, loss=0.396, mat=0.003, sens=0.784, deg=0.000]
Ep 045/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:37,  1.53s/it, loss=0.396, mat=0.003, sens=0.784, deg=0.000]
Ep 045/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:37,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:34,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:34,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:32,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:29,  1.52s/it, loss=0.395, mat=0.003, sens=0.785, deg=0.000]
Ep 045/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:27,  1.52s/it, loss=0.395, mat=0.003, sens=0.785, deg=0.000]
Ep 045/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:27,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:25,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:25,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:24,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:24,  1.51s/it, loss=0.376, mat=0.002, sens=0.747, deg=0.000]
Ep 045/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:22,  1.52s/it, loss=0.376, mat=0.002, sens=0.747, deg=0.000]
Ep 045/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:22,  1.52s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 045/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:21,  1.51s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 045/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:21,  1.51s/it, loss=0.408, mat=0.004, sens=0.805, deg=0.000]
Ep 045/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:19,  1.51s/it, loss=0.408, mat=0.004, sens=0.805, deg=0.000]
Ep 045/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:19,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:23,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:23,  1.54s/it, loss=0.377, mat=0.004, sens=0.746, deg=0.000]
Ep 045/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:20,  1.53s/it, loss=0.377, mat=0.004, sens=0.746, deg=0.000]
Ep 045/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:20,  1.53s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:17,  1.52s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:17,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:14,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:14,  1.52s/it, loss=0.389, mat=0.002, sens=0.773, deg=0.000]
Ep 045/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:13,  1.52s/it, loss=0.389, mat=0.002, sens=0.773, deg=0.000]
Ep 045/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:13,  1.52s/it, loss=0.392, mat=0.004, sens=0.778, deg=0.000]
Ep 045/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:11,  1.52s/it, loss=0.392, mat=0.004, sens=0.778, deg=0.000]
Ep 045/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:11,  1.52s/it, loss=0.389, mat=0.004, sens=0.772, deg=0.000]
Ep 045/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:09,  1.52s/it, loss=0.389, mat=0.004, sens=0.772, deg=0.000]
Ep 045/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:07,  1.52s/it, loss=0.383, mat=0.003, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:05,  1.51s/it, loss=0.383, mat=0.003, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:04,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:02,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:02,  1.51s/it, loss=0.383, mat=0.005, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:01,  1.51s/it, loss=0.383, mat=0.005, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:01,  1.51s/it, loss=0.398, mat=0.003, sens=0.791, deg=0.000]
Ep 045/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<04:59,  1.51s/it, loss=0.398, mat=0.003, sens=0.791, deg=0.000]
Ep 045/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<04:59,  1.51s/it, loss=0.404, mat=0.003, sens=0.804, deg=0.000]
Ep 045/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:59,  1.52s/it, loss=0.404, mat=0.003, sens=0.804, deg=0.000]
Ep 045/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:59,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:58,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:58,  1.52s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:56,  1.52s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:56,  1.52s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 045/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:54,  1.52s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 045/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:54,  1.52s/it, loss=0.373, mat=0.002, sens=0.743, deg=0.000]
Ep 045/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:52,  1.51s/it, loss=0.373, mat=0.002, sens=0.743, deg=0.000]
Ep 045/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:52,  1.51s/it, loss=0.379, mat=0.002, sens=0.754, deg=0.000]
Ep 045/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:50,  1.51s/it, loss=0.379, mat=0.002, sens=0.754, deg=0.000]
Ep 045/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:50,  1.51s/it, loss=0.382, mat=0.004, sens=0.757, deg=0.000]
Ep 045/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:53,  1.54s/it, loss=0.382, mat=0.004, sens=0.757, deg=0.000]
Ep 045/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:53,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:50,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:50,  1.53s/it, loss=0.387, mat=0.003, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:47,  1.52s/it, loss=0.387, mat=0.003, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:47,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:45,  1.52s/it, loss=0.393, mat=0.003, sens=0.779, deg=0.000]
Ep 045/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:43,  1.52s/it, loss=0.393, mat=0.003, sens=0.779, deg=0.000]
Ep 045/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:43,  1.52s/it, loss=0.397, mat=0.003, sens=0.789, deg=0.000]
Ep 045/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:41,  1.52s/it, loss=0.397, mat=0.003, sens=0.789, deg=0.000]
Ep 045/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:41,  1.52s/it, loss=0.372, mat=0.004, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:40,  1.51s/it, loss=0.372, mat=0.004, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:40,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:38,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:38,  1.51s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 045/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:36,  1.51s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 045/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:36,  1.51s/it, loss=0.382, mat=0.002, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:35,  1.51s/it, loss=0.382, mat=0.002, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:35,  1.51s/it, loss=0.366, mat=0.002, sens=0.728, deg=0.000]
Ep 045/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:33,  1.51s/it, loss=0.366, mat=0.002, sens=0.728, deg=0.000]
Ep 045/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:30,  1.51s/it, loss=0.373, mat=0.002, sens=0.742, deg=0.000]
Ep 045/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:29,  1.51s/it, loss=0.373, mat=0.002, sens=0.742, deg=0.000]
Ep 045/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:31,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:31,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:24,  1.52s/it, loss=0.391, mat=0.003, sens=0.764, deg=0.000]
Ep 045/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:23,  1.53s/it, loss=0.391, mat=0.003, sens=0.764, deg=0.000]
Ep 045/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:23,  1.53s/it, loss=0.373, mat=0.003, sens=0.742, deg=0.000]
Ep 045/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:22,  1.53s/it, loss=0.373, mat=0.003, sens=0.742, deg=0.000]
Ep 045/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:22,  1.53s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 045/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:20,  1.52s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 045/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:20,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:18,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:16,  1.52s/it, loss=0.384, mat=0.003, sens=0.764, deg=0.000]
Ep 045/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:15,  1.52s/it, loss=0.384, mat=0.003, sens=0.764, deg=0.000]
Ep 045/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:13,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:13,  1.52s/it, loss=0.376, mat=0.004, sens=0.745, deg=0.000]
Ep 045/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:11,  1.52s/it, loss=0.376, mat=0.004, sens=0.745, deg=0.000]
Ep 045/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:13,  1.53s/it, loss=0.381, mat=0.004, sens=0.753, deg=0.000]
Ep 045/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:10,  1.53s/it, loss=0.381, mat=0.004, sens=0.753, deg=0.000]
Ep 045/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:10,  1.53s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 045/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:08,  1.52s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 045/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:08,  1.52s/it, loss=0.384, mat=0.002, sens=0.765, deg=0.000]
Ep 045/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:06,  1.52s/it, loss=0.384, mat=0.002, sens=0.765, deg=0.000]
Ep 045/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:06,  1.52s/it, loss=0.367, mat=0.002, sens=0.731, deg=0.000]
Ep 045/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:04,  1.52s/it, loss=0.367, mat=0.002, sens=0.731, deg=0.000]
Ep 045/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:02,  1.52s/it, loss=0.380, mat=0.003, sens=0.756, deg=0.000]
Ep 045/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:00,  1.51s/it, loss=0.380, mat=0.003, sens=0.756, deg=0.000]
Ep 045/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<03:58,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<03:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:57,  1.51s/it, loss=0.382, mat=0.003, sens=0.756, deg=0.000]
Ep 045/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:56,  1.51s/it, loss=0.382, mat=0.003, sens=0.756, deg=0.000]
Ep 045/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:56,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:54,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:54,  1.52s/it, loss=0.391, mat=0.003, sens=0.778, deg=0.000]
Ep 045/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:53,  1.51s/it, loss=0.391, mat=0.003, sens=0.778, deg=0.000]
Ep 045/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:49,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:48,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:48,  1.51s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 045/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:46,  1.51s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 045/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:46,  1.51s/it, loss=0.389, mat=0.004, sens=0.765, deg=0.000]
Ep 045/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:45,  1.51s/it, loss=0.389, mat=0.004, sens=0.765, deg=0.000]
Ep 045/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:45,  1.51s/it, loss=0.374, mat=0.003, sens=0.743, deg=0.000]
Ep 045/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:45,  1.52s/it, loss=0.374, mat=0.003, sens=0.743, deg=0.000]
Ep 045/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:45,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:46,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:46,  1.54s/it, loss=0.372, mat=0.002, sens=0.738, deg=0.000]
Ep 045/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:43,  1.53s/it, loss=0.372, mat=0.002, sens=0.738, deg=0.000]
Ep 045/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:43,  1.53s/it, loss=0.400, mat=0.003, sens=0.795, deg=0.000]
Ep 045/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:41,  1.53s/it, loss=0.400, mat=0.003, sens=0.795, deg=0.000]
Ep 045/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:41,  1.53s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 045/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:39,  1.52s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 045/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:39,  1.52s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 045/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:37,  1.52s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 045/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:37,  1.52s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:35,  1.52s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.382, mat=0.003, sens=0.757, deg=0.000]
Ep 045/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:33,  1.52s/it, loss=0.382, mat=0.003, sens=0.757, deg=0.000]
Ep 045/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:33,  1.52s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 045/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:31,  1.51s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 045/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:31,  1.51s/it, loss=0.377, mat=0.003, sens=0.746, deg=0.000]
Ep 045/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:30,  1.51s/it, loss=0.377, mat=0.003, sens=0.746, deg=0.000]
Ep 045/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:30,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  48%|▉ | 126/264 [03:11<03:28,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:26,  1.51s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 045/100 [S3:+sens]:  48%|▉ | 128/264 [03:14<03:25,  1.51s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 045/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:25,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:24,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:22,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:22,  1.51s/it, loss=0.373, mat=0.002, sens=0.742, deg=0.000]
Ep 045/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:21,  1.51s/it, loss=0.373, mat=0.002, sens=0.742, deg=0.000]
Ep 045/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:21,  1.51s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 045/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:22,  1.53s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 045/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:22,  1.53s/it, loss=0.368, mat=0.003, sens=0.731, deg=0.000]
Ep 045/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:19,  1.53s/it, loss=0.368, mat=0.003, sens=0.731, deg=0.000]
Ep 045/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:19,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:17,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:16,  1.52s/it, loss=0.382, mat=0.004, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:14,  1.52s/it, loss=0.382, mat=0.004, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:14,  1.52s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 045/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:12,  1.52s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 045/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:12,  1.52s/it, loss=0.368, mat=0.003, sens=0.727, deg=0.000]
Ep 045/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:11,  1.52s/it, loss=0.368, mat=0.003, sens=0.727, deg=0.000]
Ep 045/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:11,  1.52s/it, loss=0.387, mat=0.004, sens=0.767, deg=0.000]
Ep 045/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:09,  1.51s/it, loss=0.387, mat=0.004, sens=0.767, deg=0.000]
Ep 045/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:09,  1.51s/it, loss=0.370, mat=0.003, sens=0.735, deg=0.000]
Ep 045/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:09,  1.53s/it, loss=0.370, mat=0.003, sens=0.735, deg=0.000]
Ep 045/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:09,  1.53s/it, loss=0.366, mat=0.003, sens=0.725, deg=0.000]
Ep 045/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:07,  1.53s/it, loss=0.366, mat=0.003, sens=0.725, deg=0.000]
Ep 045/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:07,  1.53s/it, loss=0.379, mat=0.002, sens=0.753, deg=0.000]
Ep 045/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:05,  1.52s/it, loss=0.379, mat=0.002, sens=0.753, deg=0.000]
Ep 045/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:05,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:03,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:03,  1.52s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 045/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:04,  1.54s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 045/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:04,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:01,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:01,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  55%|█ | 146/264 [03:42<02:59,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  55%|█ | 146/264 [03:43<02:59,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  56%|█ | 147/264 [03:43<02:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:55,  1.52s/it, loss=0.384, mat=0.003, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:  56%|█▏| 149/264 [03:46<02:54,  1.52s/it, loss=0.384, mat=0.003, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:52,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:52,  1.51s/it, loss=0.379, mat=0.002, sens=0.754, deg=0.000]
Ep 045/100 [S3:+sens]:  57%|█▏| 151/264 [03:49<02:50,  1.51s/it, loss=0.379, mat=0.002, sens=0.754, deg=0.000]
Ep 045/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:50,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:49,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  58%|█▏| 153/264 [03:52<02:47,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:47,  1.51s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:46,  1.51s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:46,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 045/100 [S3:+sens]:  59%|█▏| 155/264 [03:55<02:44,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 045/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:44,  1.51s/it, loss=0.391, mat=0.004, sens=0.777, deg=0.000]
Ep 045/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:43,  1.51s/it, loss=0.391, mat=0.004, sens=0.777, deg=0.000]
Ep 045/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:43,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:41,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:41,  1.51s/it, loss=0.398, mat=0.004, sens=0.787, deg=0.000]
Ep 045/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:40,  1.51s/it, loss=0.398, mat=0.004, sens=0.787, deg=0.000]
Ep 045/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:40,  1.51s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 045/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:38,  1.51s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 045/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:38,  1.51s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 045/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:37,  1.51s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 045/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:37,  1.51s/it, loss=0.368, mat=0.002, sens=0.732, deg=0.000]
Ep 045/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:35,  1.51s/it, loss=0.368, mat=0.002, sens=0.732, deg=0.000]
Ep 045/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:35,  1.51s/it, loss=0.370, mat=0.003, sens=0.736, deg=0.000]
Ep 045/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:34,  1.51s/it, loss=0.370, mat=0.003, sens=0.736, deg=0.000]
Ep 045/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:34,  1.51s/it, loss=0.379, mat=0.002, sens=0.754, deg=0.000]
Ep 045/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:35,  1.54s/it, loss=0.379, mat=0.002, sens=0.754, deg=0.000]
Ep 045/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:35,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:27,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:25,  1.52s/it, loss=0.376, mat=0.005, sens=0.744, deg=0.000]
Ep 045/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:24,  1.52s/it, loss=0.376, mat=0.005, sens=0.744, deg=0.000]
Ep 045/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:22,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:22,  1.51s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 045/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:20,  1.51s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 045/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:20,  1.51s/it, loss=0.381, mat=0.003, sens=0.755, deg=0.000]
Ep 045/100 [S3:+sens]:  65%|█▎| 172/264 [04:21<02:18,  1.51s/it, loss=0.381, mat=0.003, sens=0.755, deg=0.000]
Ep 045/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:18,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:17,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  66%|█▎| 174/264 [04:24<02:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:16,  1.51s/it, loss=0.363, mat=0.003, sens=0.719, deg=0.000]
Ep 045/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:14,  1.51s/it, loss=0.363, mat=0.003, sens=0.719, deg=0.000]
Ep 045/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:14,  1.51s/it, loss=0.369, mat=0.005, sens=0.730, deg=0.000]
Ep 045/100 [S3:+sens]:  67%|█▎| 176/264 [04:27<02:13,  1.51s/it, loss=0.369, mat=0.005, sens=0.730, deg=0.000]
Ep 045/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.51s/it, loss=0.372, mat=0.003, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:13,  1.54s/it, loss=0.372, mat=0.003, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:13,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  67%|█▎| 178/264 [04:30<02:11,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:11,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:09,  1.52s/it, loss=0.363, mat=0.003, sens=0.722, deg=0.000]
Ep 045/100 [S3:+sens]:  68%|█▎| 180/264 [04:33<02:07,  1.52s/it, loss=0.363, mat=0.003, sens=0.722, deg=0.000]
Ep 045/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:07,  1.52s/it, loss=0.413, mat=0.005, sens=0.815, deg=0.000]
Ep 045/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:06,  1.52s/it, loss=0.413, mat=0.005, sens=0.815, deg=0.000]
Ep 045/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:02,  1.51s/it, loss=0.371, mat=0.003, sens=0.733, deg=0.000]
Ep 045/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:01,  1.51s/it, loss=0.371, mat=0.003, sens=0.733, deg=0.000]
Ep 045/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:01,  1.51s/it, loss=0.377, mat=0.003, sens=0.749, deg=0.000]
Ep 045/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<01:59,  1.51s/it, loss=0.377, mat=0.003, sens=0.749, deg=0.000]
Ep 045/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<01:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.51s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 045/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:56,  1.52s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 045/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:56,  1.52s/it, loss=0.394, mat=0.003, sens=0.783, deg=0.000]
Ep 045/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:55,  1.52s/it, loss=0.394, mat=0.003, sens=0.783, deg=0.000]
Ep 045/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:55,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:55,  1.54s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 045/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:53,  1.54s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 045/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:53,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:52,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:52,  1.53s/it, loss=0.385, mat=0.002, sens=0.765, deg=0.000]
Ep 045/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:50,  1.53s/it, loss=0.385, mat=0.002, sens=0.765, deg=0.000]
Ep 045/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:50,  1.53s/it, loss=0.370, mat=0.003, sens=0.737, deg=0.000]
Ep 045/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:48,  1.52s/it, loss=0.370, mat=0.003, sens=0.737, deg=0.000]
Ep 045/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:48,  1.52s/it, loss=0.385, mat=0.003, sens=0.766, deg=0.000]
Ep 045/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:46,  1.52s/it, loss=0.385, mat=0.003, sens=0.766, deg=0.000]
Ep 045/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:46,  1.52s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 045/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:44,  1.52s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 045/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:44,  1.52s/it, loss=0.388, mat=0.003, sens=0.773, deg=0.000]
Ep 045/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:43,  1.52s/it, loss=0.388, mat=0.003, sens=0.773, deg=0.000]
Ep 045/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:43,  1.52s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 045/100 [S3:+sens]:  75%|█▍| 197/264 [04:59<01:41,  1.51s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 045/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:41,  1.51s/it, loss=0.383, mat=0.003, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:39,  1.51s/it, loss=0.383, mat=0.003, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:39,  1.51s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 045/100 [S3:+sens]:  75%|█▌| 199/264 [05:02<01:38,  1.51s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 045/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.51s/it, loss=0.373, mat=0.004, sens=0.740, deg=0.000]
Ep 045/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:36,  1.51s/it, loss=0.373, mat=0.004, sens=0.740, deg=0.000]
Ep 045/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:36,  1.51s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 045/100 [S3:+sens]:  76%|█▌| 201/264 [05:05<01:35,  1.52s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 045/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:33,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  77%|█▌| 203/264 [05:08<01:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:32,  1.51s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 045/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:30,  1.51s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 045/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:30,  1.51s/it, loss=0.375, mat=0.004, sens=0.744, deg=0.000]
Ep 045/100 [S3:+sens]:  78%|█▌| 205/264 [05:11<01:29,  1.51s/it, loss=0.375, mat=0.004, sens=0.744, deg=0.000]
Ep 045/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:27,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:27,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  80%|█▌| 210/264 [05:19<01:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.52s/it, loss=0.398, mat=0.004, sens=0.790, deg=0.000]
Ep 045/100 [S3:+sens]:  80%|█▌| 212/264 [05:22<01:18,  1.52s/it, loss=0.398, mat=0.004, sens=0.790, deg=0.000]
Ep 045/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:18,  1.52s/it, loss=0.374, mat=0.004, sens=0.743, deg=0.000]
Ep 045/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:17,  1.52s/it, loss=0.374, mat=0.004, sens=0.743, deg=0.000]
Ep 045/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.52s/it, loss=0.372, mat=0.002, sens=0.740, deg=0.000]
Ep 045/100 [S3:+sens]:  81%|█▌| 214/264 [05:25<01:16,  1.53s/it, loss=0.372, mat=0.002, sens=0.740, deg=0.000]
Ep 045/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:16,  1.53s/it, loss=0.378, mat=0.003, sens=0.751, deg=0.000]
Ep 045/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:14,  1.53s/it, loss=0.378, mat=0.003, sens=0.751, deg=0.000]
Ep 045/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:14,  1.53s/it, loss=0.386, mat=0.004, sens=0.767, deg=0.000]
Ep 045/100 [S3:+sens]:  82%|█▋| 216/264 [05:28<01:13,  1.52s/it, loss=0.386, mat=0.004, sens=0.767, deg=0.000]
Ep 045/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.52s/it, loss=0.366, mat=0.004, sens=0.727, deg=0.000]
Ep 045/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:11,  1.52s/it, loss=0.366, mat=0.004, sens=0.727, deg=0.000]
Ep 045/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  83%|█▋| 218/264 [05:31<01:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:10,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.394, mat=0.003, sens=0.781, deg=0.000]
Ep 045/100 [S3:+sens]:  83%|█▋| 220/264 [05:34<01:06,  1.52s/it, loss=0.394, mat=0.003, sens=0.781, deg=0.000]
Ep 045/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:05,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  84%|█▋| 222/264 [05:37<01:04,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:04,  1.54s/it, loss=0.372, mat=0.004, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:02,  1.53s/it, loss=0.372, mat=0.004, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.53s/it, loss=0.372, mat=0.003, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:  85%|█▋| 224/264 [05:40<01:01,  1.53s/it, loss=0.372, mat=0.003, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:01,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:59,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  86%|█▋| 226/264 [05:43<00:57,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.52s/it, loss=0.365, mat=0.002, sens=0.727, deg=0.000]
Ep 045/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:56,  1.52s/it, loss=0.365, mat=0.002, sens=0.727, deg=0.000]
Ep 045/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:56,  1.52s/it, loss=0.381, mat=0.003, sens=0.758, deg=0.000]
Ep 045/100 [S3:+sens]:  86%|█▋| 228/264 [05:46<00:54,  1.52s/it, loss=0.381, mat=0.003, sens=0.758, deg=0.000]
Ep 045/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.52s/it, loss=0.386, mat=0.004, sens=0.765, deg=0.000]
Ep 045/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:53,  1.52s/it, loss=0.386, mat=0.004, sens=0.765, deg=0.000]
Ep 045/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  87%|█▋| 230/264 [05:49<00:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:49,  1.51s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.51s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 045/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.51s/it, loss=0.395, mat=0.004, sens=0.784, deg=0.000]
Ep 045/100 [S3:+sens]:  88%|█▊| 233/264 [05:54<00:46,  1.51s/it, loss=0.395, mat=0.004, sens=0.784, deg=0.000]
Ep 045/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:46,  1.51s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 045/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:46,  1.54s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 045/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:46,  1.54s/it, loss=0.385, mat=0.004, sens=0.765, deg=0.000]
Ep 045/100 [S3:+sens]:  89%|█▊| 235/264 [05:57<00:44,  1.53s/it, loss=0.385, mat=0.004, sens=0.765, deg=0.000]
Ep 045/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:42,  1.52s/it, loss=0.372, mat=0.003, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:  90%|█▊| 237/264 [06:00<00:41,  1.52s/it, loss=0.372, mat=0.003, sens=0.739, deg=0.000]
Ep 045/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.52s/it, loss=0.376, mat=0.003, sens=0.745, deg=0.000]
Ep 045/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.53s/it, loss=0.376, mat=0.003, sens=0.745, deg=0.000]
Ep 045/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  91%|█▊| 239/264 [06:03<00:38,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:38,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  91%|█▊| 240/264 [06:06<00:36,  1.52s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 045/100 [S3:+sens]:  91%|█▊| 241/264 [06:06<00:34,  1.52s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 045/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  92%|█▊| 242/264 [06:09<00:33,  1.52s/it, loss=0.373, mat=0.003, sens=0.740, deg=0.000]
Ep 045/100 [S3:+sens]:  92%|█▊| 243/264 [06:09<00:31,  1.52s/it, loss=0.373, mat=0.003, sens=0.740, deg=0.000]
Ep 045/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 045/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 045/100 [S3:+sens]:  92%|█▊| 244/264 [06:12<00:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  93%|█▊| 245/264 [06:12<00:28,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.51s/it, loss=0.382, mat=0.002, sens=0.758, deg=0.000]
Ep 045/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.382, mat=0.002, sens=0.758, deg=0.000]
Ep 045/100 [S3:+sens]:  93%|█▊| 246/264 [06:15<00:27,  1.51s/it, loss=0.384, mat=0.002, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  94%|█▊| 247/264 [06:15<00:25,  1.51s/it, loss=0.384, mat=0.002, sens=0.763, deg=0.000]
Ep 045/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.51s/it, loss=0.369, mat=0.003, sens=0.730, deg=0.000]
Ep 045/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.369, mat=0.003, sens=0.730, deg=0.000]
Ep 045/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.400, mat=0.003, sens=0.794, deg=0.000]
Ep 045/100 [S3:+sens]:  94%|█▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.400, mat=0.003, sens=0.794, deg=0.000]
Ep 045/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.51s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 045/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 045/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  95%|█▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.51s/it, loss=0.370, mat=0.003, sens=0.732, deg=0.000]
Ep 045/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.370, mat=0.003, sens=0.732, deg=0.000]
Ep 045/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  96%|█▉| 253/264 [06:24<00:16,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.53s/it, loss=0.387, mat=0.004, sens=0.766, deg=0.000]
Ep 045/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.53s/it, loss=0.387, mat=0.004, sens=0.766, deg=0.000]
Ep 045/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.53s/it, loss=0.376, mat=0.005, sens=0.744, deg=0.000]
Ep 045/100 [S3:+sens]:  97%|█▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.376, mat=0.005, sens=0.744, deg=0.000]
Ep 045/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.386, mat=0.005, sens=0.764, deg=0.000]
Ep 045/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.386, mat=0.005, sens=0.764, deg=0.000]
Ep 045/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 045/100 [S3:+sens]:  97%|█▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 045/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.51s/it, loss=0.375, mat=0.005, sens=0.744, deg=0.000]
Ep 045/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.375, mat=0.005, sens=0.744, deg=0.000]
Ep 045/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.396, mat=0.005, sens=0.781, deg=0.000]
Ep 045/100 [S3:+sens]:  99%|█▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.396, mat=0.005, sens=0.781, deg=0.000]
Ep 045/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.51s/it, loss=0.398, mat=0.005, sens=0.780, deg=0.000]
Ep 045/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.398, mat=0.005, sens=0.780, deg=0.000]
Ep 045/100 [S3:+sens]: 100%|█▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 045/100 [S3:+sens]: 100%|██| 264/264 [06:41<00:00,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
                                                                                                              
Epoch 045/100 [S3:+sens]  loss=0.2279  mat=0.0033  sens=0.4499  deg=0.0001  orth=0.0013  α=0.5 β=0.5 γ=0.3  402s

Ep 046/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 046/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   0%|    | 1/264 [00:02<08:58,  2.05s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   0%|    | 1/264 [00:03<08:58,  2.05s/it, loss=0.378, mat=0.003, sens=0.749, deg=0.000]
Ep 046/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:32,  1.73s/it, loss=0.378, mat=0.003, sens=0.749, deg=0.000]
Ep 046/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:32,  1.73s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 046/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:04,  1.63s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 046/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:04,  1.63s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   2%|    | 4/264 [00:06<07:01,  1.62s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   2%|    | 4/264 [00:08<07:01,  1.62s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:49,  1.58s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:49,  1.58s/it, loss=0.369, mat=0.004, sens=0.732, deg=0.000]
Ep 046/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:40,  1.55s/it, loss=0.369, mat=0.004, sens=0.732, deg=0.000]
Ep 046/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:40,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:34,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:34,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:30,  1.52s/it, loss=0.382, mat=0.003, sens=0.756, deg=0.000]
Ep 046/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:26,  1.52s/it, loss=0.382, mat=0.003, sens=0.756, deg=0.000]
Ep 046/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:26,  1.52s/it, loss=0.399, mat=0.003, sens=0.791, deg=0.000]
Ep 046/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:24,  1.52s/it, loss=0.399, mat=0.003, sens=0.791, deg=0.000]
Ep 046/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:24,  1.52s/it, loss=0.377, mat=0.004, sens=0.744, deg=0.000]
Ep 046/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:23,  1.51s/it, loss=0.377, mat=0.004, sens=0.744, deg=0.000]
Ep 046/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:23,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 046/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:21,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 046/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:21,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:19,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:19,  1.51s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 046/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:17,  1.51s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 046/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:17,  1.51s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 046/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:15,  1.51s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 046/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:15,  1.51s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 046/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:19,  1.53s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 046/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:19,  1.53s/it, loss=0.399, mat=0.003, sens=0.790, deg=0.000]
Ep 046/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:16,  1.52s/it, loss=0.399, mat=0.003, sens=0.790, deg=0.000]
Ep 046/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:13,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:10,  1.51s/it, loss=0.366, mat=0.003, sens=0.727, deg=0.000]
Ep 046/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:09,  1.51s/it, loss=0.366, mat=0.003, sens=0.727, deg=0.000]
Ep 046/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:09,  1.51s/it, loss=0.376, mat=0.002, sens=0.747, deg=0.000]
Ep 046/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:07,  1.51s/it, loss=0.376, mat=0.002, sens=0.747, deg=0.000]
Ep 046/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:07,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:06,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:06,  1.52s/it, loss=0.373, mat=0.003, sens=0.740, deg=0.000]
Ep 046/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:05,  1.52s/it, loss=0.373, mat=0.003, sens=0.740, deg=0.000]
Ep 046/100 [S3:+sens]:   9%|▎  | 23/264 [00:36<06:05,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   9%|▎  | 24/264 [00:36<06:03,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:03,  1.51s/it, loss=0.373, mat=0.004, sens=0.739, deg=0.000]
Ep 046/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:01,  1.51s/it, loss=0.373, mat=0.004, sens=0.739, deg=0.000]
Ep 046/100 [S3:+sens]:   9%|▎  | 25/264 [00:39<06:01,  1.51s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 046/100 [S3:+sens]:  10%|▎  | 26/264 [00:39<05:59,  1.51s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 046/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<05:59,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:58,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  10%|▎  | 27/264 [00:42<05:58,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  11%|▎  | 28/264 [00:42<05:57,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:57,  1.51s/it, loss=0.365, mat=0.002, sens=0.723, deg=0.000]
Ep 046/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:55,  1.51s/it, loss=0.365, mat=0.002, sens=0.723, deg=0.000]
Ep 046/100 [S3:+sens]:  11%|▎  | 29/264 [00:45<05:55,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  11%|▎  | 30/264 [00:45<05:53,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:53,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  12%|▎  | 31/264 [00:48<05:51,  1.51s/it, loss=0.361, mat=0.003, sens=0.716, deg=0.000]
Ep 046/100 [S3:+sens]:  12%|▎  | 32/264 [00:48<05:50,  1.51s/it, loss=0.361, mat=0.003, sens=0.716, deg=0.000]
Ep 046/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:50,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:49,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:49,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:52,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:52,  1.53s/it, loss=0.394, mat=0.004, sens=0.762, deg=0.022]
Ep 046/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:49,  1.53s/it, loss=0.394, mat=0.004, sens=0.762, deg=0.022]
Ep 046/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:49,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:47,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:47,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:45,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:45,  1.52s/it, loss=0.383, mat=0.003, sens=0.758, deg=0.000]
Ep 046/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:43,  1.52s/it, loss=0.383, mat=0.003, sens=0.758, deg=0.000]
Ep 046/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:43,  1.52s/it, loss=0.370, mat=0.002, sens=0.732, deg=0.000]
Ep 046/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:42,  1.52s/it, loss=0.370, mat=0.002, sens=0.732, deg=0.000]
Ep 046/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:42,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:39,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:39,  1.52s/it, loss=0.373, mat=0.002, sens=0.739, deg=0.000]
Ep 046/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:38,  1.52s/it, loss=0.373, mat=0.002, sens=0.739, deg=0.000]
Ep 046/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:38,  1.52s/it, loss=0.373, mat=0.005, sens=0.740, deg=0.000]
Ep 046/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:36,  1.52s/it, loss=0.373, mat=0.005, sens=0.740, deg=0.000]
Ep 046/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:36,  1.52s/it, loss=0.377, mat=0.004, sens=0.747, deg=0.000]
Ep 046/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:35,  1.52s/it, loss=0.377, mat=0.004, sens=0.747, deg=0.000]
Ep 046/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:33,  1.52s/it, loss=0.365, mat=0.002, sens=0.724, deg=0.000]
Ep 046/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:31,  1.51s/it, loss=0.365, mat=0.002, sens=0.724, deg=0.000]
Ep 046/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:31,  1.51s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 046/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:29,  1.51s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 046/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:30,  1.52s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 046/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:33,  1.54s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 046/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:33,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:30,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:30,  1.54s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 046/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:27,  1.53s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 046/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:27,  1.53s/it, loss=0.391, mat=0.005, sens=0.775, deg=0.000]
Ep 046/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:23,  1.52s/it, loss=0.391, mat=0.005, sens=0.775, deg=0.000]
Ep 046/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:23,  1.52s/it, loss=0.386, mat=0.003, sens=0.765, deg=0.000]
Ep 046/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:21,  1.52s/it, loss=0.386, mat=0.003, sens=0.765, deg=0.000]
Ep 046/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:21,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 046/100 [S3:+sens]:  20%|▌  | 53/264 [01:20<05:19,  1.52s/it, loss=0.372, mat=0.003, sens=0.738, deg=0.000]
Ep 046/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:19,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:18,  1.52s/it, loss=0.369, mat=0.002, sens=0.732, deg=0.003]
Ep 046/100 [S3:+sens]:  21%|▋  | 55/264 [01:23<05:16,  1.51s/it, loss=0.369, mat=0.002, sens=0.732, deg=0.003]
Ep 046/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:16,  1.51s/it, loss=0.369, mat=0.002, sens=0.730, deg=0.000]
Ep 046/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:14,  1.51s/it, loss=0.369, mat=0.002, sens=0.730, deg=0.000]
Ep 046/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:14,  1.51s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 046/100 [S3:+sens]:  22%|▋  | 57/264 [01:26<05:13,  1.51s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 046/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:11,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:11,  1.51s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:10,  1.51s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:10,  1.51s/it, loss=0.369, mat=0.005, sens=0.731, deg=0.000]
Ep 046/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:13,  1.54s/it, loss=0.369, mat=0.005, sens=0.731, deg=0.000]
Ep 046/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:13,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:10,  1.53s/it, loss=0.384, mat=0.002, sens=0.758, deg=0.000]
Ep 046/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:07,  1.52s/it, loss=0.384, mat=0.002, sens=0.758, deg=0.000]
Ep 046/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:07,  1.52s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 046/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:05,  1.52s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 046/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:03,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:01,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:01,  1.51s/it, loss=0.373, mat=0.004, sens=0.736, deg=0.000]
Ep 046/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<04:59,  1.51s/it, loss=0.373, mat=0.004, sens=0.736, deg=0.000]
Ep 046/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<04:59,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:58,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:58,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:56,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:56,  1.51s/it, loss=0.368, mat=0.003, sens=0.731, deg=0.000]
Ep 046/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:55,  1.51s/it, loss=0.368, mat=0.003, sens=0.731, deg=0.000]
Ep 046/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:55,  1.51s/it, loss=0.396, mat=0.004, sens=0.783, deg=0.000]
Ep 046/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:53,  1.51s/it, loss=0.396, mat=0.004, sens=0.783, deg=0.000]
Ep 046/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:53,  1.51s/it, loss=0.389, mat=0.003, sens=0.773, deg=0.000]
Ep 046/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:53,  1.52s/it, loss=0.389, mat=0.003, sens=0.773, deg=0.000]
Ep 046/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:53,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:51,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:49,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:49,  1.52s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 046/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:48,  1.52s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 046/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:48,  1.52s/it, loss=0.371, mat=0.005, sens=0.735, deg=0.000]
Ep 046/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:46,  1.52s/it, loss=0.371, mat=0.005, sens=0.735, deg=0.000]
Ep 046/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 046/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:44,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 046/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:44,  1.51s/it, loss=0.390, mat=0.003, sens=0.773, deg=0.000]
Ep 046/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:43,  1.52s/it, loss=0.390, mat=0.003, sens=0.773, deg=0.000]
Ep 046/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  30%|▉  | 78/264 [01:58<04:45,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:45,  1.53s/it, loss=0.357, mat=0.002, sens=0.711, deg=0.000]
Ep 046/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:43,  1.53s/it, loss=0.357, mat=0.002, sens=0.711, deg=0.000]
Ep 046/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:43,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  30%|▉  | 80/264 [02:01<04:40,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:40,  1.53s/it, loss=0.384, mat=0.003, sens=0.761, deg=0.000]
Ep 046/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:38,  1.52s/it, loss=0.384, mat=0.003, sens=0.761, deg=0.000]
Ep 046/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:38,  1.52s/it, loss=0.382, mat=0.003, sens=0.761, deg=0.000]
Ep 046/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:36,  1.52s/it, loss=0.382, mat=0.003, sens=0.761, deg=0.000]
Ep 046/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:36,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 046/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:35,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 046/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:33,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:33,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:29,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:29,  1.51s/it, loss=0.382, mat=0.004, sens=0.754, deg=0.000]
Ep 046/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:27,  1.51s/it, loss=0.382, mat=0.004, sens=0.754, deg=0.000]
Ep 046/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:27,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:25,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:25,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:24,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:24,  1.51s/it, loss=0.376, mat=0.004, sens=0.745, deg=0.000]
Ep 046/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:23,  1.52s/it, loss=0.376, mat=0.004, sens=0.745, deg=0.000]
Ep 046/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:23,  1.52s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 046/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:21,  1.51s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 046/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:21,  1.51s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 046/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:20,  1.51s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 046/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:20,  1.51s/it, loss=0.366, mat=0.003, sens=0.726, deg=0.000]
Ep 046/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:22,  1.54s/it, loss=0.366, mat=0.003, sens=0.726, deg=0.000]
Ep 046/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:22,  1.54s/it, loss=0.378, mat=0.002, sens=0.750, deg=0.000]
Ep 046/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:19,  1.53s/it, loss=0.378, mat=0.002, sens=0.750, deg=0.000]
Ep 046/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:19,  1.53s/it, loss=0.374, mat=0.003, sens=0.744, deg=0.000]
Ep 046/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:19,  1.54s/it, loss=0.374, mat=0.003, sens=0.744, deg=0.000]
Ep 046/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:19,  1.54s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 046/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:17,  1.53s/it, loss=0.368, mat=0.003, sens=0.730, deg=0.000]
Ep 046/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:17,  1.53s/it, loss=0.370, mat=0.004, sens=0.735, deg=0.000]
Ep 046/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:14,  1.53s/it, loss=0.370, mat=0.004, sens=0.735, deg=0.000]
Ep 046/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:14,  1.53s/it, loss=0.368, mat=0.003, sens=0.729, deg=0.000]
Ep 046/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:12,  1.52s/it, loss=0.368, mat=0.003, sens=0.729, deg=0.000]
Ep 046/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:10,  1.52s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 046/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:08,  1.52s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 046/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:08,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  38%|▊ | 101/264 [02:33<04:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:05,  1.51s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  39%|▊ | 103/264 [02:36<04:03,  1.51s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:03,  1.51s/it, loss=0.371, mat=0.003, sens=0.737, deg=0.000]
Ep 046/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:01,  1.51s/it, loss=0.371, mat=0.003, sens=0.737, deg=0.000]
Ep 046/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  40%|▊ | 105/264 [02:39<04:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:03,  1.53s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 046/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<04:01,  1.53s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 046/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:01,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  41%|▊ | 107/264 [02:42<03:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:58,  1.52s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 046/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:57,  1.52s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 046/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:57,  1.52s/it, loss=0.378, mat=0.004, sens=0.751, deg=0.000]
Ep 046/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:54,  1.52s/it, loss=0.378, mat=0.004, sens=0.751, deg=0.000]
Ep 046/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:54,  1.52s/it, loss=0.377, mat=0.004, sens=0.750, deg=0.000]
Ep 046/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:53,  1.51s/it, loss=0.377, mat=0.004, sens=0.750, deg=0.000]
Ep 046/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:53,  1.51s/it, loss=0.384, mat=0.002, sens=0.761, deg=0.000]
Ep 046/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:51,  1.51s/it, loss=0.384, mat=0.002, sens=0.761, deg=0.000]
Ep 046/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:50,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:50,  1.51s/it, loss=0.382, mat=0.002, sens=0.758, deg=0.000]
Ep 046/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:48,  1.52s/it, loss=0.382, mat=0.002, sens=0.758, deg=0.000]
Ep 046/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:48,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:47,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:47,  1.51s/it, loss=0.365, mat=0.003, sens=0.727, deg=0.000]
Ep 046/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:45,  1.51s/it, loss=0.365, mat=0.003, sens=0.727, deg=0.000]
Ep 046/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:45,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:43,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:43,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:41,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:41,  1.51s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 046/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:40,  1.51s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 046/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:38,  1.51s/it, loss=0.366, mat=0.003, sens=0.729, deg=0.000]
Ep 046/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:38,  1.52s/it, loss=0.366, mat=0.003, sens=0.729, deg=0.000]
Ep 046/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.374, mat=0.003, sens=0.745, deg=0.000]
Ep 046/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:36,  1.52s/it, loss=0.374, mat=0.003, sens=0.745, deg=0.000]
Ep 046/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:36,  1.52s/it, loss=0.375, mat=0.002, sens=0.746, deg=0.000]
Ep 046/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:35,  1.51s/it, loss=0.375, mat=0.002, sens=0.746, deg=0.000]
Ep 046/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 046/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:33,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 046/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:33,  1.51s/it, loss=0.382, mat=0.003, sens=0.754, deg=0.000]
Ep 046/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:35,  1.54s/it, loss=0.382, mat=0.003, sens=0.754, deg=0.000]
Ep 046/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:35,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:32,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:32,  1.53s/it, loss=0.399, mat=0.003, sens=0.791, deg=0.000]
Ep 046/100 [S3:+sens]:  48%|▉ | 126/264 [03:11<03:30,  1.52s/it, loss=0.399, mat=0.003, sens=0.791, deg=0.000]
Ep 046/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:30,  1.52s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 046/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:28,  1.52s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 046/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:28,  1.52s/it, loss=0.373, mat=0.003, sens=0.741, deg=0.000]
Ep 046/100 [S3:+sens]:  48%|▉ | 128/264 [03:14<03:26,  1.52s/it, loss=0.373, mat=0.003, sens=0.741, deg=0.000]
Ep 046/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:24,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:24,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  49%|▉ | 130/264 [03:17<03:22,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:22,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:21,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  50%|█ | 132/264 [03:20<03:19,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:19,  1.51s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 046/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:18,  1.51s/it, loss=0.382, mat=0.004, sens=0.756, deg=0.000]
Ep 046/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:18,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  51%|█ | 134/264 [03:23<03:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:16,  1.51s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:15,  1.52s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:15,  1.52s/it, loss=0.378, mat=0.003, sens=0.749, deg=0.000]
Ep 046/100 [S3:+sens]:  52%|█ | 136/264 [03:26<03:13,  1.51s/it, loss=0.378, mat=0.003, sens=0.749, deg=0.000]
Ep 046/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:13,  1.51s/it, loss=0.379, mat=0.003, sens=0.750, deg=0.000]
Ep 046/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:12,  1.51s/it, loss=0.379, mat=0.003, sens=0.750, deg=0.000]
Ep 046/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:13,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:13,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:11,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:08,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:08,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:06,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:06,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:04,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:04,  1.52s/it, loss=0.407, mat=0.003, sens=0.809, deg=0.000]
Ep 046/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:03,  1.51s/it, loss=0.407, mat=0.003, sens=0.809, deg=0.000]
Ep 046/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:03,  1.51s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:02,  1.52s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:02,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:01,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:01,  1.52s/it, loss=0.363, mat=0.002, sens=0.722, deg=0.000]
Ep 046/100 [S3:+sens]:  55%|█ | 146/264 [03:42<02:59,  1.52s/it, loss=0.363, mat=0.002, sens=0.722, deg=0.000]
Ep 046/100 [S3:+sens]:  55%|█ | 146/264 [03:43<02:59,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  56%|█ | 147/264 [03:43<02:57,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:55,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  56%|█▏| 149/264 [03:46<02:53,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:53,  1.51s/it, loss=0.362, mat=0.004, sens=0.718, deg=0.000]
Ep 046/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:54,  1.53s/it, loss=0.362, mat=0.004, sens=0.718, deg=0.000]
Ep 046/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  57%|█▏| 151/264 [03:49<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  58%|█▏| 153/264 [03:52<02:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:48,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:46,  1.51s/it, loss=0.376, mat=0.003, sens=0.748, deg=0.000]
Ep 046/100 [S3:+sens]:  59%|█▏| 155/264 [03:55<02:45,  1.51s/it, loss=0.376, mat=0.003, sens=0.748, deg=0.000]
Ep 046/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:45,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:43,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  59%|█▏| 157/264 [03:58<02:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:41,  1.51s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 046/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:40,  1.51s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 046/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:40,  1.51s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 046/100 [S3:+sens]:  60%|█▏| 159/264 [04:01<02:38,  1.51s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 046/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:38,  1.51s/it, loss=0.376, mat=0.003, sens=0.749, deg=0.000]
Ep 046/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:37,  1.51s/it, loss=0.376, mat=0.003, sens=0.749, deg=0.000]
Ep 046/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:37,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  61%|█▏| 161/264 [04:04<02:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:36,  1.51s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 046/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:34,  1.51s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 046/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  62%|█▏| 163/264 [04:07<02:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  62%|█▎| 165/264 [04:10<02:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:29,  1.51s/it, loss=0.393, mat=0.003, sens=0.780, deg=0.000]
Ep 046/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:28,  1.51s/it, loss=0.393, mat=0.003, sens=0.780, deg=0.000]
Ep 046/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:28,  1.51s/it, loss=0.386, mat=0.005, sens=0.763, deg=0.000]
Ep 046/100 [S3:+sens]:  63%|█▎| 167/264 [04:13<02:26,  1.51s/it, loss=0.386, mat=0.005, sens=0.763, deg=0.000]
Ep 046/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:26,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:29,  1.56s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:29,  1.56s/it, loss=0.371, mat=0.003, sens=0.739, deg=0.000]
Ep 046/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:26,  1.55s/it, loss=0.371, mat=0.003, sens=0.739, deg=0.000]
Ep 046/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:26,  1.55s/it, loss=0.397, mat=0.003, sens=0.789, deg=0.000]
Ep 046/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:24,  1.54s/it, loss=0.397, mat=0.003, sens=0.789, deg=0.000]
Ep 046/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:24,  1.54s/it, loss=0.395, mat=0.004, sens=0.779, deg=0.000]
Ep 046/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:22,  1.53s/it, loss=0.395, mat=0.004, sens=0.779, deg=0.000]
Ep 046/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:22,  1.53s/it, loss=0.389, mat=0.002, sens=0.774, deg=0.000]
Ep 046/100 [S3:+sens]:  65%|█▎| 172/264 [04:21<02:20,  1.52s/it, loss=0.389, mat=0.002, sens=0.774, deg=0.000]
Ep 046/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:20,  1.52s/it, loss=0.372, mat=0.004, sens=0.737, deg=0.000]
Ep 046/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:18,  1.52s/it, loss=0.372, mat=0.004, sens=0.737, deg=0.000]
Ep 046/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:18,  1.52s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 046/100 [S3:+sens]:  66%|█▎| 174/264 [04:24<02:16,  1.52s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 046/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:14,  1.52s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 046/100 [S3:+sens]:  67%|█▎| 176/264 [04:27<02:13,  1.51s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 046/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:11,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:11,  1.51s/it, loss=0.386, mat=0.003, sens=0.764, deg=0.000]
Ep 046/100 [S3:+sens]:  67%|█▎| 178/264 [04:30<02:10,  1.51s/it, loss=0.386, mat=0.003, sens=0.764, deg=0.000]
Ep 046/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:08,  1.51s/it, loss=0.387, mat=0.003, sens=0.765, deg=0.000]
Ep 046/100 [S3:+sens]:  68%|█▎| 180/264 [04:33<02:07,  1.51s/it, loss=0.387, mat=0.003, sens=0.765, deg=0.000]
Ep 046/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:07,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:05,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:05,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  69%|█▍| 182/264 [04:36<02:03,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:04,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:04,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  70%|█▍| 184/264 [04:39<02:02,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:02,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<02:00,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<02:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  70%|█▍| 186/264 [04:42<01:58,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.52s/it, loss=0.391, mat=0.002, sens=0.779, deg=0.000]
Ep 046/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:56,  1.52s/it, loss=0.391, mat=0.002, sens=0.779, deg=0.000]
Ep 046/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  71%|█▍| 188/264 [04:45<01:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.51s/it, loss=0.392, mat=0.003, sens=0.778, deg=0.000]
Ep 046/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.51s/it, loss=0.392, mat=0.003, sens=0.778, deg=0.000]
Ep 046/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:53,  1.51s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 046/100 [S3:+sens]:  72%|█▍| 190/264 [04:48<01:51,  1.51s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 046/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:51,  1.51s/it, loss=0.379, mat=0.003, sens=0.749, deg=0.000]
Ep 046/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:50,  1.51s/it, loss=0.379, mat=0.003, sens=0.749, deg=0.000]
Ep 046/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:50,  1.51s/it, loss=0.377, mat=0.002, sens=0.752, deg=0.000]
Ep 046/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:49,  1.52s/it, loss=0.377, mat=0.002, sens=0.752, deg=0.000]
Ep 046/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:47,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:47,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:46,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:46,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:46,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:46,  1.54s/it, loss=0.362, mat=0.003, sens=0.720, deg=0.000]
Ep 046/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:43,  1.53s/it, loss=0.362, mat=0.003, sens=0.720, deg=0.000]
Ep 046/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:43,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  75%|█▍| 197/264 [04:59<01:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:41,  1.52s/it, loss=0.400, mat=0.004, sens=0.795, deg=0.000]
Ep 046/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:40,  1.52s/it, loss=0.400, mat=0.004, sens=0.795, deg=0.000]
Ep 046/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:40,  1.52s/it, loss=0.388, mat=0.003, sens=0.767, deg=0.000]
Ep 046/100 [S3:+sens]:  75%|█▌| 199/264 [05:02<01:38,  1.51s/it, loss=0.388, mat=0.003, sens=0.767, deg=0.000]
Ep 046/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.51s/it, loss=0.390, mat=0.002, sens=0.772, deg=0.000]
Ep 046/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:36,  1.51s/it, loss=0.390, mat=0.002, sens=0.772, deg=0.000]
Ep 046/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:36,  1.51s/it, loss=0.382, mat=0.002, sens=0.756, deg=0.000]
Ep 046/100 [S3:+sens]:  76%|█▌| 201/264 [05:05<01:35,  1.51s/it, loss=0.382, mat=0.002, sens=0.756, deg=0.000]
Ep 046/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:33,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:33,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  77%|█▌| 203/264 [05:08<01:32,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:32,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:30,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:30,  1.51s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  78%|█▌| 205/264 [05:11<01:29,  1.51s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.51s/it, loss=0.379, mat=0.003, sens=0.751, deg=0.000]
Ep 046/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:27,  1.51s/it, loss=0.379, mat=0.003, sens=0.751, deg=0.000]
Ep 046/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:27,  1.51s/it, loss=0.369, mat=0.004, sens=0.730, deg=0.000]
Ep 046/100 [S3:+sens]:  78%|█▌| 207/264 [05:14<01:26,  1.51s/it, loss=0.369, mat=0.004, sens=0.730, deg=0.000]
Ep 046/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:26,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:24,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:24,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  79%|█▌| 209/264 [05:17<01:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.51s/it, loss=0.374, mat=0.003, sens=0.743, deg=0.000]
Ep 046/100 [S3:+sens]:  80%|█▌| 210/264 [05:19<01:21,  1.51s/it, loss=0.374, mat=0.003, sens=0.743, deg=0.000]
Ep 046/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:21,  1.51s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 046/100 [S3:+sens]:  80%|█▌| 211/264 [05:20<01:20,  1.51s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 046/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  80%|█▌| 212/264 [05:22<01:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  81%|█▌| 213/264 [05:23<01:17,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.51s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 046/100 [S3:+sens]:  81%|█▌| 214/264 [05:25<01:16,  1.54s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 046/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:16,  1.54s/it, loss=0.379, mat=0.002, sens=0.754, deg=0.000]
Ep 046/100 [S3:+sens]:  81%|█▋| 215/264 [05:26<01:14,  1.53s/it, loss=0.379, mat=0.002, sens=0.754, deg=0.000]
Ep 046/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:14,  1.53s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 046/100 [S3:+sens]:  82%|█▋| 216/264 [05:28<01:13,  1.52s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 046/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:13,  1.52s/it, loss=0.376, mat=0.003, sens=0.744, deg=0.000]
Ep 046/100 [S3:+sens]:  82%|█▋| 217/264 [05:29<01:11,  1.53s/it, loss=0.376, mat=0.003, sens=0.744, deg=0.000]
Ep 046/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:11,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  83%|█▋| 218/264 [05:31<01:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:10,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  83%|█▋| 220/264 [05:34<01:06,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  84%|█▋| 222/264 [05:37<01:03,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  85%|█▋| 224/264 [05:40<01:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:58,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:58,  1.51s/it, loss=0.394, mat=0.004, sens=0.783, deg=0.000]
Ep 046/100 [S3:+sens]:  86%|█▋| 226/264 [05:43<00:57,  1.51s/it, loss=0.394, mat=0.004, sens=0.783, deg=0.000]
Ep 046/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.51s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 046/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:55,  1.51s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 046/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:55,  1.51s/it, loss=0.383, mat=0.004, sens=0.760, deg=0.000]
Ep 046/100 [S3:+sens]:  86%|█▋| 228/264 [05:46<00:55,  1.53s/it, loss=0.383, mat=0.004, sens=0.760, deg=0.000]
Ep 046/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:55,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:53,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:53,  1.53s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  87%|█▋| 230/264 [05:49<00:51,  1.52s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.52s/it, loss=0.370, mat=0.002, sens=0.735, deg=0.000]
Ep 046/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:50,  1.52s/it, loss=0.370, mat=0.002, sens=0.735, deg=0.000]
Ep 046/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:50,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  88%|█▊| 232/264 [05:52<00:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  88%|█▊| 233/264 [05:54<00:46,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  89%|█▊| 234/264 [05:55<00:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.51s/it, loss=0.378, mat=0.003, sens=0.753, deg=0.000]
Ep 046/100 [S3:+sens]:  89%|█▊| 235/264 [05:57<00:43,  1.51s/it, loss=0.378, mat=0.003, sens=0.753, deg=0.000]
Ep 046/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:43,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  89%|█▊| 236/264 [05:58<00:42,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  90%|█▊| 237/264 [06:00<00:40,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:40,  1.51s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 046/100 [S3:+sens]:  90%|█▊| 238/264 [06:01<00:39,  1.51s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 046/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  91%|█▊| 239/264 [06:03<00:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:37,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  91%|█▊| 240/264 [06:04<00:36,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  91%|█▊| 240/264 [06:06<00:36,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  91%|█▊| 241/264 [06:06<00:35,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:35,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  92%|█▊| 242/264 [06:07<00:33,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  92%|█▊| 242/264 [06:09<00:33,  1.53s/it, loss=0.376, mat=0.004, sens=0.747, deg=0.000]
Ep 046/100 [S3:+sens]:  92%|█▊| 243/264 [06:09<00:32,  1.53s/it, loss=0.376, mat=0.004, sens=0.747, deg=0.000]
Ep 046/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:32,  1.53s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 046/100 [S3:+sens]:  92%|█▊| 244/264 [06:10<00:30,  1.52s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 046/100 [S3:+sens]:  92%|█▊| 244/264 [06:12<00:30,  1.52s/it, loss=0.372, mat=0.002, sens=0.739, deg=0.000]
Ep 046/100 [S3:+sens]:  93%|█▊| 245/264 [06:12<00:28,  1.52s/it, loss=0.372, mat=0.002, sens=0.739, deg=0.000]
Ep 046/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.361, mat=0.003, sens=0.718, deg=0.000]
Ep 046/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.52s/it, loss=0.361, mat=0.003, sens=0.718, deg=0.000]
Ep 046/100 [S3:+sens]:  93%|█▊| 246/264 [06:15<00:27,  1.52s/it, loss=0.385, mat=0.004, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  94%|█▊| 247/264 [06:15<00:25,  1.52s/it, loss=0.385, mat=0.004, sens=0.762, deg=0.000]
Ep 046/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  94%|█▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.51s/it, loss=0.401, mat=0.003, sens=0.798, deg=0.000]
Ep 046/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.401, mat=0.003, sens=0.798, deg=0.000]
Ep 046/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 046/100 [S3:+sens]:  95%|█▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 046/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.51s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.000]
Ep 046/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.000]
Ep 046/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.086, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  96%|█▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.086, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.51s/it, loss=0.390, mat=0.004, sens=0.774, deg=0.000]
Ep 046/100 [S3:+sens]:  97%|█▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.390, mat=0.004, sens=0.774, deg=0.000]
Ep 046/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 046/100 [S3:+sens]:  97%|█▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 046/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.382, mat=0.003, sens=0.759, deg=0.000]
Ep 046/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.53s/it, loss=0.382, mat=0.003, sens=0.759, deg=0.000]
Ep 046/100 [S3:+sens]:  98%|█▉| 258/264 [06:33<00:09,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  98%|█▉| 259/264 [06:33<00:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.359, mat=0.004, sens=0.712, deg=0.000]
Ep 046/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.359, mat=0.004, sens=0.712, deg=0.000]
Ep 046/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.416, mat=0.004, sens=0.817, deg=0.000]
Ep 046/100 [S3:+sens]:  99%|█▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.416, mat=0.004, sens=0.817, deg=0.000]
Ep 046/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  99%|█▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 046/100 [S3:+sens]: 100%|█▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 046/100 [S3:+sens]: 100%|█▉| 263/264 [06:41<00:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 046/100 [S3:+sens]: 100%|██| 264/264 [06:41<00:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 046/100 [S3:+sens]  loss=0.2004  mat=0.0032  sens=0.3939  deg=0.0002  orth=0.0018  α=0.5 β=0.5 γ=0.3  401s

Ep 047/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 047/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.378, mat=0.002, sens=0.751, deg=0.000]
Ep 047/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:44,  2.22s/it, loss=0.378, mat=0.002, sens=0.751, deg=0.000]
Ep 047/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:44,  2.22s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:52,  1.80s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:52,  1.80s/it, loss=0.392, mat=0.003, sens=0.777, deg=0.000]
Ep 047/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:15,  1.67s/it, loss=0.392, mat=0.003, sens=0.777, deg=0.000]
Ep 047/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:15,  1.67s/it, loss=0.391, mat=0.004, sens=0.772, deg=0.000]
Ep 047/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:56,  1.60s/it, loss=0.391, mat=0.004, sens=0.772, deg=0.000]
Ep 047/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:56,  1.60s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:46,  1.57s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:46,  1.57s/it, loss=0.384, mat=0.004, sens=0.761, deg=0.000]
Ep 047/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:38,  1.55s/it, loss=0.384, mat=0.004, sens=0.761, deg=0.000]
Ep 047/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:38,  1.55s/it, loss=0.406, mat=0.003, sens=0.805, deg=0.000]
Ep 047/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:33,  1.53s/it, loss=0.406, mat=0.003, sens=0.805, deg=0.000]
Ep 047/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:33,  1.53s/it, loss=0.386, mat=0.003, sens=0.767, deg=0.000]
Ep 047/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:29,  1.52s/it, loss=0.386, mat=0.003, sens=0.767, deg=0.000]
Ep 047/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:29,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:23,  1.51s/it, loss=0.395, mat=0.003, sens=0.783, deg=0.000]
Ep 047/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:21,  1.51s/it, loss=0.395, mat=0.003, sens=0.783, deg=0.000]
Ep 047/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:21,  1.51s/it, loss=0.391, mat=0.003, sens=0.776, deg=0.000]
Ep 047/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:28,  1.54s/it, loss=0.391, mat=0.003, sens=0.776, deg=0.000]
Ep 047/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:28,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:24,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:24,  1.53s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 047/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:21,  1.53s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 047/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:21,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:18,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:18,  1.52s/it, loss=0.392, mat=0.004, sens=0.774, deg=0.000]
Ep 047/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:16,  1.52s/it, loss=0.392, mat=0.004, sens=0.774, deg=0.000]
Ep 047/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:13,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:13,  1.51s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 047/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:11,  1.51s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 047/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:11,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:09,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:08,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:08,  1.51s/it, loss=0.371, mat=0.004, sens=0.734, deg=0.000]
Ep 047/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:06,  1.51s/it, loss=0.371, mat=0.004, sens=0.734, deg=0.000]
Ep 047/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:06,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:05,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:03,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   9%|▎  | 23/264 [00:36<06:03,  1.51s/it, loss=0.373, mat=0.004, sens=0.740, deg=0.000]
Ep 047/100 [S3:+sens]:   9%|▎  | 24/264 [00:36<06:01,  1.51s/it, loss=0.373, mat=0.004, sens=0.740, deg=0.000]
Ep 047/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:07,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:07,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:03,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:03,  1.53s/it, loss=0.388, mat=0.003, sens=0.771, deg=0.000]
Ep 047/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:59,  1.53s/it, loss=0.388, mat=0.003, sens=0.771, deg=0.000]
Ep 047/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:59,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:56,  1.52s/it, loss=0.384, mat=0.003, sens=0.765, deg=0.000]
Ep 047/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:54,  1.52s/it, loss=0.384, mat=0.003, sens=0.765, deg=0.000]
Ep 047/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:54,  1.52s/it, loss=0.371, mat=0.004, sens=0.737, deg=0.000]
Ep 047/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:52,  1.52s/it, loss=0.371, mat=0.004, sens=0.737, deg=0.000]
Ep 047/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:52,  1.52s/it, loss=0.367, mat=0.004, sens=0.730, deg=0.000]
Ep 047/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:50,  1.51s/it, loss=0.367, mat=0.004, sens=0.730, deg=0.000]
Ep 047/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:47,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:47,  1.51s/it, loss=0.392, mat=0.003, sens=0.781, deg=0.000]
Ep 047/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:45,  1.51s/it, loss=0.392, mat=0.003, sens=0.781, deg=0.000]
Ep 047/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:45,  1.51s/it, loss=0.373, mat=0.003, sens=0.741, deg=0.000]
Ep 047/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:44,  1.51s/it, loss=0.373, mat=0.003, sens=0.741, deg=0.000]
Ep 047/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:46,  1.53s/it, loss=0.373, mat=0.003, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:43,  1.52s/it, loss=0.373, mat=0.003, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:40,  1.52s/it, loss=0.382, mat=0.003, sens=0.759, deg=0.000]
Ep 047/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:37,  1.52s/it, loss=0.382, mat=0.003, sens=0.759, deg=0.000]
Ep 047/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:37,  1.52s/it, loss=0.382, mat=0.003, sens=0.759, deg=0.000]
Ep 047/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:36,  1.51s/it, loss=0.382, mat=0.003, sens=0.759, deg=0.000]
Ep 047/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:36,  1.51s/it, loss=0.390, mat=0.004, sens=0.775, deg=0.000]
Ep 047/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:34,  1.51s/it, loss=0.390, mat=0.004, sens=0.775, deg=0.000]
Ep 047/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:34,  1.51s/it, loss=0.371, mat=0.005, sens=0.736, deg=0.000]
Ep 047/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:32,  1.51s/it, loss=0.371, mat=0.005, sens=0.736, deg=0.000]
Ep 047/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:30,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:28,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:28,  1.51s/it, loss=0.377, mat=0.003, sens=0.749, deg=0.000]
Ep 047/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:27,  1.51s/it, loss=0.377, mat=0.003, sens=0.749, deg=0.000]
Ep 047/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:25,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:25,  1.51s/it, loss=0.408, mat=0.004, sens=0.812, deg=0.000]
Ep 047/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:25,  1.52s/it, loss=0.408, mat=0.004, sens=0.812, deg=0.000]
Ep 047/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:24,  1.52s/it, loss=0.396, mat=0.004, sens=0.785, deg=0.000]
Ep 047/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:22,  1.51s/it, loss=0.396, mat=0.004, sens=0.785, deg=0.000]
Ep 047/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:22,  1.51s/it, loss=0.366, mat=0.004, sens=0.727, deg=0.000]
Ep 047/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:20,  1.51s/it, loss=0.366, mat=0.004, sens=0.727, deg=0.000]
Ep 047/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:20,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  20%|▌  | 53/264 [01:20<05:18,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:18,  1.51s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 047/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:16,  1.51s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 047/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  21%|▋  | 55/264 [01:23<05:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:15,  1.51s/it, loss=0.374, mat=0.003, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:18,  1.53s/it, loss=0.374, mat=0.003, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:18,  1.53s/it, loss=0.376, mat=0.003, sens=0.746, deg=0.000]
Ep 047/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:15,  1.52s/it, loss=0.376, mat=0.003, sens=0.746, deg=0.000]
Ep 047/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:15,  1.52s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:12,  1.52s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:10,  1.52s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 047/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:09,  1.52s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 047/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:09,  1.52s/it, loss=0.382, mat=0.003, sens=0.751, deg=0.000]
Ep 047/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:07,  1.51s/it, loss=0.382, mat=0.003, sens=0.751, deg=0.000]
Ep 047/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:07,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:05,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:05,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:03,  1.51s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 047/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:01,  1.51s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 047/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:01,  1.51s/it, loss=0.392, mat=0.005, sens=0.777, deg=0.000]
Ep 047/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:00,  1.51s/it, loss=0.392, mat=0.005, sens=0.777, deg=0.000]
Ep 047/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:00,  1.51s/it, loss=0.384, mat=0.005, sens=0.760, deg=0.000]
Ep 047/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<04:58,  1.51s/it, loss=0.384, mat=0.005, sens=0.760, deg=0.000]
Ep 047/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<04:58,  1.51s/it, loss=0.403, mat=0.004, sens=0.794, deg=0.000]
Ep 047/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:56,  1.51s/it, loss=0.403, mat=0.004, sens=0.794, deg=0.000]
Ep 047/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:56,  1.51s/it, loss=0.398, mat=0.002, sens=0.792, deg=0.000]
Ep 047/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:55,  1.51s/it, loss=0.398, mat=0.002, sens=0.792, deg=0.000]
Ep 047/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:53,  1.51s/it, loss=0.384, mat=0.003, sens=0.759, deg=0.000]
Ep 047/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:52,  1.51s/it, loss=0.384, mat=0.003, sens=0.759, deg=0.000]
Ep 047/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:55,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:55,  1.53s/it, loss=0.398, mat=0.002, sens=0.761, deg=0.000]
Ep 047/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:52,  1.52s/it, loss=0.398, mat=0.002, sens=0.761, deg=0.000]
Ep 047/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:52,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:50,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:50,  1.52s/it, loss=0.382, mat=0.002, sens=0.757, deg=0.000]
Ep 047/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:50,  1.53s/it, loss=0.382, mat=0.002, sens=0.757, deg=0.000]
Ep 047/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:50,  1.53s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:47,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:47,  1.52s/it, loss=0.369, mat=0.002, sens=0.731, deg=0.000]
Ep 047/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:45,  1.52s/it, loss=0.369, mat=0.002, sens=0.731, deg=0.000]
Ep 047/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:45,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:43,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:43,  1.52s/it, loss=0.377, mat=0.002, sens=0.750, deg=0.000]
Ep 047/100 [S3:+sens]:  30%|▉  | 78/264 [01:58<04:41,  1.51s/it, loss=0.377, mat=0.002, sens=0.750, deg=0.000]
Ep 047/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:41,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:39,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:39,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.019]
Ep 047/100 [S3:+sens]:  30%|▉  | 80/264 [02:01<04:38,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.019]
Ep 047/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:38,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:37,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:37,  1.51s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 047/100 [S3:+sens]:  31%|▉  | 82/264 [02:04<04:35,  1.51s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 047/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:35,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:37,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:37,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  32%|▉  | 84/264 [02:07<04:34,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:34,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:32,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:32,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.002]
Ep 047/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:30,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.002]
Ep 047/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:30,  1.52s/it, loss=0.383, mat=0.003, sens=0.756, deg=0.003]
Ep 047/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:28,  1.52s/it, loss=0.383, mat=0.003, sens=0.756, deg=0.003]
Ep 047/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:28,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.004]
Ep 047/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:26,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.004]
Ep 047/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:26,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.006]
Ep 047/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:24,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.006]
Ep 047/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:24,  1.51s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 047/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:22,  1.51s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 047/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:22,  1.51s/it, loss=0.381, mat=0.002, sens=0.756, deg=0.000]
Ep 047/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:21,  1.51s/it, loss=0.381, mat=0.002, sens=0.756, deg=0.000]
Ep 047/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:21,  1.51s/it, loss=0.397, mat=0.004, sens=0.785, deg=0.000]
Ep 047/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:19,  1.51s/it, loss=0.397, mat=0.004, sens=0.785, deg=0.000]
Ep 047/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:19,  1.51s/it, loss=0.379, mat=0.004, sens=0.753, deg=0.000]
Ep 047/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:17,  1.51s/it, loss=0.379, mat=0.004, sens=0.753, deg=0.000]
Ep 047/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:17,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:16,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  36%|▋ | 94/264 [02:24<04:16,  1.51s/it, loss=22.462, mat=0.003, sens=0.830, deg=0.000]
Ep 047/100 [S3:+sens]:  36%|▋ | 95/264 [02:24<04:14,  1.51s/it, loss=22.462, mat=0.003, sens=0.830, deg=0.000]
Ep 047/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:14,  1.51s/it, loss=0.398, mat=0.005, sens=0.788, deg=0.000]
Ep 047/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:13,  1.51s/it, loss=0.398, mat=0.005, sens=0.788, deg=0.000]
Ep 047/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:13,  1.51s/it, loss=0.380, mat=0.002, sens=0.752, deg=0.000]
Ep 047/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:11,  1.51s/it, loss=0.380, mat=0.002, sens=0.752, deg=0.000]
Ep 047/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:11,  1.51s/it, loss=0.378, mat=0.003, sens=0.745, deg=0.000]
Ep 047/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:12,  1.52s/it, loss=0.378, mat=0.003, sens=0.745, deg=0.000]
Ep 047/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:11,  1.52s/it, loss=0.367, mat=0.003, sens=0.729, deg=0.000]
Ep 047/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:08,  1.52s/it, loss=0.367, mat=0.003, sens=0.729, deg=0.000]
Ep 047/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  38%|▊ | 101/264 [02:33<04:10,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:10,  1.54s/it, loss=0.360, mat=0.003, sens=0.714, deg=0.000]
Ep 047/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:07,  1.53s/it, loss=0.360, mat=0.003, sens=0.714, deg=0.000]
Ep 047/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:07,  1.53s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 047/100 [S3:+sens]:  39%|▊ | 103/264 [02:36<04:05,  1.52s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 047/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:05,  1.52s/it, loss=0.386, mat=0.004, sens=0.764, deg=0.000]
Ep 047/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:03,  1.52s/it, loss=0.386, mat=0.004, sens=0.764, deg=0.000]
Ep 047/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  40%|▊ | 105/264 [02:39<04:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:00,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<03:59,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<03:59,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.002]
Ep 047/100 [S3:+sens]:  41%|▊ | 107/264 [02:42<03:57,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.002]
Ep 047/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:57,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.004]
Ep 047/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:55,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.004]
Ep 047/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:55,  1.51s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.001]
Ep 047/100 [S3:+sens]:  41%|▊ | 109/264 [02:45<03:54,  1.51s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.001]
Ep 047/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:54,  1.51s/it, loss=0.388, mat=0.003, sens=0.772, deg=0.000]
Ep 047/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:52,  1.51s/it, loss=0.388, mat=0.003, sens=0.772, deg=0.000]
Ep 047/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  42%|▊ | 111/264 [02:48<03:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:49,  1.51s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 047/100 [S3:+sens]:  43%|▊ | 113/264 [02:51<03:47,  1.51s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 047/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:47,  1.51s/it, loss=0.375, mat=0.002, sens=0.746, deg=0.000]
Ep 047/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:46,  1.51s/it, loss=0.375, mat=0.002, sens=0.746, deg=0.000]
Ep 047/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  44%|▊ | 115/264 [02:54<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:45,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  44%|▉ | 117/264 [02:57<03:43,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:41,  1.52s/it, loss=0.392, mat=0.003, sens=0.779, deg=0.000]
Ep 047/100 [S3:+sens]:  45%|▉ | 119/264 [03:00<03:39,  1.52s/it, loss=0.392, mat=0.003, sens=0.779, deg=0.000]
Ep 047/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:36,  1.51s/it, loss=0.371, mat=0.003, sens=0.736, deg=0.000]
Ep 047/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:36,  1.53s/it, loss=0.371, mat=0.003, sens=0.736, deg=0.000]
Ep 047/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:36,  1.53s/it, loss=0.387, mat=0.002, sens=0.771, deg=0.000]
Ep 047/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:35,  1.53s/it, loss=0.387, mat=0.002, sens=0.771, deg=0.000]
Ep 047/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:33,  1.52s/it, loss=0.043, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:30,  1.52s/it, loss=0.043, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  48%|▉ | 126/264 [03:11<03:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:28,  1.51s/it, loss=0.383, mat=0.003, sens=0.760, deg=0.000]
Ep 047/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:30,  1.54s/it, loss=0.383, mat=0.003, sens=0.760, deg=0.000]
Ep 047/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:30,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  48%|▉ | 128/264 [03:14<03:27,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:27,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:24,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:24,  1.52s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 047/100 [S3:+sens]:  49%|▉ | 130/264 [03:17<03:23,  1.52s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 047/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:23,  1.52s/it, loss=0.376, mat=0.003, sens=0.745, deg=0.000]
Ep 047/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:21,  1.51s/it, loss=0.376, mat=0.003, sens=0.745, deg=0.000]
Ep 047/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:21,  1.51s/it, loss=0.364, mat=0.003, sens=0.723, deg=0.000]
Ep 047/100 [S3:+sens]:  50%|█ | 132/264 [03:20<03:19,  1.51s/it, loss=0.364, mat=0.003, sens=0.723, deg=0.000]
Ep 047/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:19,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:17,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:17,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  51%|█ | 134/264 [03:23<03:16,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:16,  1.51s/it, loss=0.373, mat=0.003, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:14,  1.51s/it, loss=0.373, mat=0.003, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:14,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  52%|█ | 136/264 [03:26<03:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:13,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:11,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:11,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  52%|█ | 138/264 [03:29<03:10,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:10,  1.51s/it, loss=0.398, mat=0.003, sens=0.790, deg=0.000]
Ep 047/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:08,  1.51s/it, loss=0.398, mat=0.003, sens=0.790, deg=0.000]
Ep 047/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  53%|█ | 140/264 [03:32<03:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:07,  1.51s/it, loss=0.362, mat=0.002, sens=0.719, deg=0.000]
Ep 047/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:05,  1.51s/it, loss=0.362, mat=0.002, sens=0.719, deg=0.000]
Ep 047/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  54%|█ | 142/264 [03:35<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:04,  1.51s/it, loss=0.397, mat=0.003, sens=0.787, deg=0.000]
Ep 047/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:02,  1.51s/it, loss=0.397, mat=0.003, sens=0.787, deg=0.000]
Ep 047/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:02,  1.51s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 047/100 [S3:+sens]:  55%|█ | 144/264 [03:38<03:01,  1.51s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 047/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:01,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:02,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:02,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  55%|█ | 146/264 [03:41<03:00,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  56%|█ | 147/264 [03:43<02:59,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:59,  1.53s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 047/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:57,  1.53s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 047/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  56%|█▏| 149/264 [03:46<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:52,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:52,  1.52s/it, loss=0.370, mat=0.003, sens=0.733, deg=0.000]
Ep 047/100 [S3:+sens]:  57%|█▏| 151/264 [03:49<02:51,  1.51s/it, loss=0.370, mat=0.003, sens=0.733, deg=0.000]
Ep 047/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  58%|█▏| 153/264 [03:52<02:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:47,  1.51s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 047/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:46,  1.51s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 047/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:46,  1.51s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 047/100 [S3:+sens]:  59%|█▏| 155/264 [03:55<02:44,  1.51s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 047/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:44,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:43,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:43,  1.51s/it, loss=0.383, mat=0.004, sens=0.758, deg=0.000]
Ep 047/100 [S3:+sens]:  59%|█▏| 157/264 [03:58<02:41,  1.51s/it, loss=0.383, mat=0.004, sens=0.758, deg=0.000]
Ep 047/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:41,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:39,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:39,  1.51s/it, loss=0.393, mat=0.004, sens=0.779, deg=0.000]
Ep 047/100 [S3:+sens]:  60%|█▏| 159/264 [04:01<02:38,  1.51s/it, loss=0.393, mat=0.004, sens=0.779, deg=0.000]
Ep 047/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:39,  1.53s/it, loss=0.362, mat=0.004, sens=0.719, deg=0.000]
Ep 047/100 [S3:+sens]:  61%|█▏| 161/264 [04:04<02:37,  1.53s/it, loss=0.362, mat=0.004, sens=0.719, deg=0.000]
Ep 047/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:37,  1.53s/it, loss=0.392, mat=0.003, sens=0.778, deg=0.000]
Ep 047/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:35,  1.52s/it, loss=0.392, mat=0.003, sens=0.778, deg=0.000]
Ep 047/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:35,  1.52s/it, loss=0.378, mat=0.003, sens=0.741, deg=0.000]
Ep 047/100 [S3:+sens]:  62%|█▏| 163/264 [04:07<02:33,  1.52s/it, loss=0.378, mat=0.003, sens=0.741, deg=0.000]
Ep 047/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:33,  1.52s/it, loss=0.374, mat=0.002, sens=0.741, deg=0.000]
Ep 047/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:31,  1.52s/it, loss=0.374, mat=0.002, sens=0.741, deg=0.000]
Ep 047/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  62%|█▎| 165/264 [04:10<02:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:28,  1.51s/it, loss=0.374, mat=0.003, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  63%|█▎| 167/264 [04:13<02:26,  1.51s/it, loss=0.374, mat=0.003, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:26,  1.51s/it, loss=0.361, mat=0.003, sens=0.715, deg=0.000]
Ep 047/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:24,  1.51s/it, loss=0.361, mat=0.003, sens=0.715, deg=0.000]
Ep 047/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:24,  1.51s/it, loss=0.372, mat=0.003, sens=0.737, deg=0.000]
Ep 047/100 [S3:+sens]:  64%|█▎| 169/264 [04:16<02:23,  1.51s/it, loss=0.372, mat=0.003, sens=0.737, deg=0.000]
Ep 047/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:21,  1.51s/it, loss=0.357, mat=0.003, sens=0.709, deg=0.000]
Ep 047/100 [S3:+sens]:  65%|█▎| 171/264 [04:19<02:21,  1.52s/it, loss=0.357, mat=0.003, sens=0.709, deg=0.000]
Ep 047/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  65%|█▎| 172/264 [04:21<02:22,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:22,  1.54s/it, loss=0.392, mat=0.005, sens=0.776, deg=0.000]
Ep 047/100 [S3:+sens]:  66%|█▎| 173/264 [04:22<02:19,  1.54s/it, loss=0.392, mat=0.005, sens=0.776, deg=0.000]
Ep 047/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:19,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  66%|█▎| 174/264 [04:24<02:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:17,  1.53s/it, loss=0.380, mat=0.002, sens=0.757, deg=0.000]
Ep 047/100 [S3:+sens]:  66%|█▎| 175/264 [04:25<02:15,  1.52s/it, loss=0.380, mat=0.002, sens=0.757, deg=0.000]
Ep 047/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:15,  1.52s/it, loss=0.396, mat=0.002, sens=0.785, deg=0.000]
Ep 047/100 [S3:+sens]:  67%|█▎| 176/264 [04:27<02:13,  1.51s/it, loss=0.396, mat=0.002, sens=0.785, deg=0.000]
Ep 047/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  67%|█▎| 177/264 [04:28<02:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:11,  1.51s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 047/100 [S3:+sens]:  67%|█▎| 178/264 [04:30<02:09,  1.51s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 047/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  68%|█▎| 179/264 [04:31<02:08,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:08,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  68%|█▎| 180/264 [04:33<02:06,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  69%|█▎| 181/264 [04:34<02:05,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:05,  1.51s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 047/100 [S3:+sens]:  69%|█▍| 182/264 [04:36<02:03,  1.51s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 047/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:03,  1.51s/it, loss=0.374, mat=0.003, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:02,  1.51s/it, loss=0.374, mat=0.003, sens=0.742, deg=0.000]
Ep 047/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  70%|█▍| 184/264 [04:39<02:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:00,  1.51s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 047/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<01:59,  1.51s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 047/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<01:59,  1.51s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 047/100 [S3:+sens]:  70%|█▍| 186/264 [04:42<01:57,  1.51s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 047/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:57,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:56,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:56,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.001]
Ep 047/100 [S3:+sens]:  71%|█▍| 188/264 [04:45<01:54,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.001]
Ep 047/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:54,  1.51s/it, loss=0.388, mat=0.004, sens=0.769, deg=0.000]
Ep 047/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.51s/it, loss=0.388, mat=0.004, sens=0.769, deg=0.000]
Ep 047/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:53,  1.51s/it, loss=0.370, mat=0.004, sens=0.729, deg=0.000]
Ep 047/100 [S3:+sens]:  72%|█▍| 190/264 [04:48<01:51,  1.51s/it, loss=0.370, mat=0.004, sens=0.729, deg=0.000]
Ep 047/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:51,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:51,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  73%|█▍| 192/264 [04:51<01:49,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.52s/it, loss=0.371, mat=0.003, sens=0.735, deg=0.000]
Ep 047/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:47,  1.52s/it, loss=0.371, mat=0.003, sens=0.735, deg=0.000]
Ep 047/100 [S3:+sens]:  73%|█▍| 193/264 [04:54<01:47,  1.52s/it, loss=0.369, mat=0.002, sens=0.729, deg=0.000]
Ep 047/100 [S3:+sens]:  73%|█▍| 194/264 [04:54<01:45,  1.51s/it, loss=0.369, mat=0.002, sens=0.729, deg=0.000]
Ep 047/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:45,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:45,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:45,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  74%|█▍| 196/264 [04:57<01:43,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:43,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  75%|█▍| 197/264 [04:59<01:41,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.52s/it, loss=0.391, mat=0.005, sens=0.774, deg=0.000]
Ep 047/100 [S3:+sens]:  75%|█▌| 198/264 [05:00<01:39,  1.51s/it, loss=0.391, mat=0.005, sens=0.774, deg=0.000]
Ep 047/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:39,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  75%|█▌| 199/264 [05:02<01:38,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:38,  1.51s/it, loss=0.359, mat=0.003, sens=0.713, deg=0.000]
Ep 047/100 [S3:+sens]:  76%|█▌| 200/264 [05:03<01:36,  1.51s/it, loss=0.359, mat=0.003, sens=0.713, deg=0.000]
Ep 047/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:36,  1.51s/it, loss=0.364, mat=0.002, sens=0.722, deg=0.000]
Ep 047/100 [S3:+sens]:  76%|█▌| 201/264 [05:05<01:35,  1.51s/it, loss=0.364, mat=0.002, sens=0.722, deg=0.000]
Ep 047/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  77%|█▌| 202/264 [05:06<01:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:33,  1.51s/it, loss=0.388, mat=0.003, sens=0.771, deg=0.000]
Ep 047/100 [S3:+sens]:  77%|█▌| 203/264 [05:08<01:31,  1.51s/it, loss=0.388, mat=0.003, sens=0.771, deg=0.000]
Ep 047/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:31,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  77%|█▌| 204/264 [05:09<01:30,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:30,  1.51s/it, loss=0.367, mat=0.004, sens=0.726, deg=0.000]
Ep 047/100 [S3:+sens]:  78%|█▌| 205/264 [05:11<01:30,  1.53s/it, loss=0.367, mat=0.004, sens=0.726, deg=0.000]
Ep 047/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  78%|█▌| 206/264 [05:12<01:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:28,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  78%|█▌| 207/264 [05:14<01:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:26,  1.52s/it, loss=0.375, mat=0.004, sens=0.745, deg=0.000]
Ep 047/100 [S3:+sens]:  79%|█▌| 208/264 [05:15<01:24,  1.52s/it, loss=0.375, mat=0.004, sens=0.745, deg=0.000]
Ep 047/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  79%|█▌| 209/264 [05:17<01:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.51s/it, loss=0.368, mat=0.004, sens=0.730, deg=0.000]
Ep 047/100 [S3:+sens]:  80%|█▌| 210/264 [05:18<01:21,  1.51s/it, loss=0.368, mat=0.004, sens=0.730, deg=0.000]
Ep 047/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  80%|█▌| 211/264 [05:20<01:20,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.51s/it, loss=0.408, mat=0.004, sens=0.808, deg=0.000]
Ep 047/100 [S3:+sens]:  80%|█▌| 212/264 [05:21<01:18,  1.51s/it, loss=0.408, mat=0.004, sens=0.808, deg=0.000]
Ep 047/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  81%|█▌| 213/264 [05:23<01:17,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:17,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  81%|█▌| 214/264 [05:24<01:15,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  81%|█▋| 215/264 [05:26<01:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:13,  1.51s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 047/100 [S3:+sens]:  82%|█▋| 216/264 [05:27<01:12,  1.51s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 047/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:12,  1.51s/it, loss=0.393, mat=0.004, sens=0.780, deg=0.000]
Ep 047/100 [S3:+sens]:  82%|█▋| 217/264 [05:29<01:11,  1.53s/it, loss=0.393, mat=0.004, sens=0.780, deg=0.000]
Ep 047/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:11,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  83%|█▋| 218/264 [05:31<01:10,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:10,  1.52s/it, loss=0.368, mat=0.004, sens=0.727, deg=0.000]
Ep 047/100 [S3:+sens]:  83%|█▋| 219/264 [05:32<01:08,  1.52s/it, loss=0.368, mat=0.004, sens=0.727, deg=0.000]
Ep 047/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.371, mat=0.004, sens=0.738, deg=0.000]
Ep 047/100 [S3:+sens]:  83%|█▋| 220/264 [05:34<01:07,  1.53s/it, loss=0.371, mat=0.004, sens=0.738, deg=0.000]
Ep 047/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:07,  1.53s/it, loss=0.363, mat=0.002, sens=0.722, deg=0.000]
Ep 047/100 [S3:+sens]:  84%|█▋| 221/264 [05:35<01:05,  1.52s/it, loss=0.363, mat=0.002, sens=0.722, deg=0.000]
Ep 047/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.52s/it, loss=0.384, mat=0.002, sens=0.764, deg=0.000]
Ep 047/100 [S3:+sens]:  84%|█▋| 222/264 [05:37<01:03,  1.52s/it, loss=0.384, mat=0.002, sens=0.764, deg=0.000]
Ep 047/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:03,  1.52s/it, loss=0.390, mat=0.003, sens=0.770, deg=0.000]
Ep 047/100 [S3:+sens]:  84%|█▋| 223/264 [05:38<01:02,  1.52s/it, loss=0.390, mat=0.003, sens=0.770, deg=0.000]
Ep 047/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.52s/it, loss=0.387, mat=0.004, sens=0.767, deg=0.000]
Ep 047/100 [S3:+sens]:  85%|█▋| 224/264 [05:40<01:00,  1.51s/it, loss=0.387, mat=0.004, sens=0.767, deg=0.000]
Ep 047/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:00,  1.51s/it, loss=0.386, mat=0.003, sens=0.767, deg=0.000]
Ep 047/100 [S3:+sens]:  85%|█▋| 225/264 [05:41<00:59,  1.51s/it, loss=0.386, mat=0.003, sens=0.767, deg=0.000]
Ep 047/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.51s/it, loss=0.369, mat=0.003, sens=0.733, deg=0.000]
Ep 047/100 [S3:+sens]:  86%|█▋| 226/264 [05:43<00:57,  1.51s/it, loss=0.369, mat=0.003, sens=0.733, deg=0.000]
Ep 047/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.51s/it, loss=0.385, mat=0.002, sens=0.768, deg=0.000]
Ep 047/100 [S3:+sens]:  86%|█▋| 227/264 [05:44<00:55,  1.51s/it, loss=0.385, mat=0.002, sens=0.768, deg=0.000]
Ep 047/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:55,  1.51s/it, loss=0.368, mat=0.004, sens=0.730, deg=0.000]
Ep 047/100 [S3:+sens]:  86%|█▋| 228/264 [05:46<00:54,  1.51s/it, loss=0.368, mat=0.004, sens=0.730, deg=0.000]
Ep 047/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:54,  1.51s/it, loss=0.383, mat=0.003, sens=0.761, deg=0.000]
Ep 047/100 [S3:+sens]:  87%|█▋| 229/264 [05:47<00:52,  1.51s/it, loss=0.383, mat=0.003, sens=0.761, deg=0.000]
Ep 047/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:52,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  87%|█▋| 230/264 [05:49<00:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  88%|█▊| 231/264 [05:50<00:49,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:49,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  88%|█▊| 232/264 [05:52<00:48,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  88%|█▊| 233/264 [05:53<00:46,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:46,  1.50s/it, loss=0.392, mat=0.003, sens=0.780, deg=0.000]
Ep 047/100 [S3:+sens]:  89%|█▊| 234/264 [05:55<00:45,  1.51s/it, loss=0.392, mat=0.003, sens=0.780, deg=0.000]
Ep 047/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  89%|█▊| 235/264 [05:56<00:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  89%|█▊| 236/264 [05:58<00:42,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.52s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  90%|█▊| 237/264 [05:59<00:40,  1.52s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:40,  1.52s/it, loss=0.379, mat=0.004, sens=0.754, deg=0.000]
Ep 047/100 [S3:+sens]:  90%|█▊| 238/264 [06:01<00:39,  1.52s/it, loss=0.379, mat=0.004, sens=0.754, deg=0.000]
Ep 047/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.52s/it, loss=0.375, mat=0.003, sens=0.746, deg=0.000]
Ep 047/100 [S3:+sens]:  91%|█▊| 239/264 [06:02<00:37,  1.51s/it, loss=0.375, mat=0.003, sens=0.746, deg=0.000]
Ep 047/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:37,  1.51s/it, loss=0.386, mat=0.003, sens=0.768, deg=0.000]
Ep 047/100 [S3:+sens]:  91%|█▊| 240/264 [06:04<00:36,  1.51s/it, loss=0.386, mat=0.003, sens=0.768, deg=0.000]
Ep 047/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  91%|█▊| 241/264 [06:05<00:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:34,  1.51s/it, loss=0.368, mat=0.003, sens=0.731, deg=0.000]
Ep 047/100 [S3:+sens]:  92%|█▊| 242/264 [06:07<00:33,  1.51s/it, loss=0.368, mat=0.003, sens=0.731, deg=0.000]
Ep 047/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.51s/it, loss=0.392, mat=0.003, sens=0.780, deg=0.000]
Ep 047/100 [S3:+sens]:  92%|█▊| 243/264 [06:08<00:31,  1.51s/it, loss=0.392, mat=0.003, sens=0.780, deg=0.000]
Ep 047/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  92%|█▊| 244/264 [06:10<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 047/100 [S3:+sens]:  93%|█▊| 245/264 [06:11<00:28,  1.52s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 047/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 047/100 [S3:+sens]:  93%|█▊| 246/264 [06:13<00:27,  1.51s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 047/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.383, mat=0.004, sens=0.760, deg=0.000]
Ep 047/100 [S3:+sens]:  94%|█▊| 247/264 [06:14<00:25,  1.51s/it, loss=0.383, mat=0.004, sens=0.760, deg=0.000]
Ep 047/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.023]
Ep 047/100 [S3:+sens]:  94%|█▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.023]
Ep 047/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  94%|█▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.393, mat=0.004, sens=0.780, deg=0.000]
Ep 047/100 [S3:+sens]:  95%|█▉| 250/264 [06:19<00:21,  1.53s/it, loss=0.393, mat=0.004, sens=0.780, deg=0.000]
Ep 047/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.53s/it, loss=0.398, mat=0.003, sens=0.792, deg=0.000]
Ep 047/100 [S3:+sens]:  95%|█▉| 251/264 [06:21<00:19,  1.53s/it, loss=0.398, mat=0.003, sens=0.792, deg=0.000]
Ep 047/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  95%|█▉| 252/264 [06:22<00:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.403, mat=0.003, sens=0.801, deg=0.000]
Ep 047/100 [S3:+sens]:  96%|█▉| 253/264 [06:24<00:16,  1.52s/it, loss=0.403, mat=0.003, sens=0.801, deg=0.000]
Ep 047/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  96%|█▉| 254/264 [06:25<00:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  97%|█▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  97%|█▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.377, mat=0.003, sens=0.750, deg=0.000]
Ep 047/100 [S3:+sens]:  97%|█▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.377, mat=0.003, sens=0.750, deg=0.000]
Ep 047/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.382, mat=0.004, sens=0.760, deg=0.000]
Ep 047/100 [S3:+sens]:  98%|█▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.382, mat=0.004, sens=0.760, deg=0.000]
Ep 047/100 [S3:+sens]:  98%|█▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 047/100 [S3:+sens]:  98%|█▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 047/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.395, mat=0.003, sens=0.784, deg=0.001]
Ep 047/100 [S3:+sens]:  98%|█▉| 260/264 [06:34<00:06,  1.51s/it, loss=0.395, mat=0.003, sens=0.784, deg=0.001]
Ep 047/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.358, mat=0.002, sens=0.710, deg=0.005]
Ep 047/100 [S3:+sens]:  99%|█▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.358, mat=0.002, sens=0.710, deg=0.005]
Ep 047/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  99%|█▉| 262/264 [06:37<00:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 047/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.53s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.002]
Ep 047/100 [S3:+sens]: 100%|█▉| 263/264 [06:39<00:01,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.002]
Ep 047/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.393, mat=0.004, sens=0.775, deg=0.011]
Ep 047/100 [S3:+sens]: 100%|██| 264/264 [06:40<00:00,  1.52s/it, loss=0.393, mat=0.004, sens=0.775, deg=0.011]
                                                                                                              
Epoch 047/100 [S3:+sens]  loss=0.2858  mat=0.0032  sens=0.3981  deg=0.0004  orth=0.0851  α=0.5 β=0.5 γ=0.3  401s

Ep 048/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 048/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.390, mat=0.003, sens=0.774, deg=0.000]
Ep 048/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:47,  2.24s/it, loss=0.390, mat=0.003, sens=0.774, deg=0.000]
Ep 048/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:47,  2.24s/it, loss=0.390, mat=0.004, sens=0.775, deg=0.000]
Ep 048/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:52,  1.80s/it, loss=0.390, mat=0.004, sens=0.775, deg=0.000]
Ep 048/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:52,  1.80s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:14,  1.66s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:14,  1.66s/it, loss=0.384, mat=0.003, sens=0.765, deg=0.000]
Ep 048/100 [S3:+sens]:   2%|    | 4/264 [00:06<07:00,  1.62s/it, loss=0.384, mat=0.003, sens=0.765, deg=0.000]
Ep 048/100 [S3:+sens]:   2%|    | 4/264 [00:08<07:00,  1.62s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:47,  1.57s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:47,  1.57s/it, loss=0.387, mat=0.002, sens=0.770, deg=0.000]
Ep 048/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:41,  1.55s/it, loss=0.387, mat=0.002, sens=0.770, deg=0.000]
Ep 048/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:41,  1.55s/it, loss=0.391, mat=0.004, sens=0.777, deg=0.000]
Ep 048/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:35,  1.54s/it, loss=0.391, mat=0.004, sens=0.777, deg=0.000]
Ep 048/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:35,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:31,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:31,  1.53s/it, loss=0.385, mat=0.003, sens=0.765, deg=0.000]
Ep 048/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:28,  1.52s/it, loss=0.385, mat=0.003, sens=0.765, deg=0.000]
Ep 048/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:28,  1.52s/it, loss=0.388, mat=0.002, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:25,  1.52s/it, loss=0.388, mat=0.002, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:31,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:31,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:26,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:26,  1.53s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 048/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:22,  1.52s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 048/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:20,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:20,  1.52s/it, loss=0.395, mat=0.003, sens=0.786, deg=0.000]
Ep 048/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:17,  1.52s/it, loss=0.395, mat=0.003, sens=0.786, deg=0.000]
Ep 048/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:17,  1.52s/it, loss=0.364, mat=0.002, sens=0.725, deg=0.000]
Ep 048/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:15,  1.51s/it, loss=0.364, mat=0.002, sens=0.725, deg=0.000]
Ep 048/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:13,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.012]
Ep 048/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:12,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.012]
Ep 048/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:12,  1.51s/it, loss=0.377, mat=0.003, sens=0.751, deg=0.000]
Ep 048/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:09,  1.51s/it, loss=0.377, mat=0.003, sens=0.751, deg=0.000]
Ep 048/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:09,  1.51s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 048/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:08,  1.51s/it, loss=0.377, mat=0.003, sens=0.748, deg=0.000]
Ep 048/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:08,  1.51s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 048/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:07,  1.51s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 048/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:07,  1.51s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 048/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:05,  1.51s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 048/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:02,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:01,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:01,  1.51s/it, loss=0.398, mat=0.005, sens=0.789, deg=0.000]
Ep 048/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:00,  1.51s/it, loss=0.398, mat=0.005, sens=0.789, deg=0.000]
Ep 048/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<05:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<05:58,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<05:57,  1.51s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 048/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:57,  1.52s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 048/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:57,  1.52s/it, loss=0.388, mat=0.004, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<06:01,  1.54s/it, loss=0.388, mat=0.004, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<06:01,  1.54s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 048/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:57,  1.53s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 048/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:57,  1.53s/it, loss=0.384, mat=0.003, sens=0.765, deg=0.000]
Ep 048/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:54,  1.52s/it, loss=0.384, mat=0.003, sens=0.765, deg=0.000]
Ep 048/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:54,  1.52s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 048/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:52,  1.52s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 048/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:52,  1.52s/it, loss=0.382, mat=0.002, sens=0.761, deg=0.000]
Ep 048/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:49,  1.51s/it, loss=0.382, mat=0.002, sens=0.761, deg=0.000]
Ep 048/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:49,  1.51s/it, loss=0.383, mat=0.003, sens=0.761, deg=0.000]
Ep 048/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:47,  1.51s/it, loss=0.383, mat=0.003, sens=0.761, deg=0.000]
Ep 048/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:47,  1.51s/it, loss=0.409, mat=0.003, sens=0.813, deg=0.000]
Ep 048/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:45,  1.51s/it, loss=0.409, mat=0.003, sens=0.813, deg=0.000]
Ep 048/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:45,  1.51s/it, loss=0.396, mat=0.003, sens=0.785, deg=0.000]
Ep 048/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:44,  1.51s/it, loss=0.396, mat=0.003, sens=0.785, deg=0.000]
Ep 048/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:44,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.004]
Ep 048/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:42,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.004]
Ep 048/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:42,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:41,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:41,  1.51s/it, loss=0.385, mat=0.004, sens=0.764, deg=0.000]
Ep 048/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:40,  1.51s/it, loss=0.385, mat=0.004, sens=0.764, deg=0.000]
Ep 048/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:40,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:38,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:38,  1.51s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 048/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:36,  1.51s/it, loss=0.380, mat=0.003, sens=0.754, deg=0.000]
Ep 048/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:35,  1.51s/it, loss=0.386, mat=0.005, sens=0.768, deg=0.000]
Ep 048/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:33,  1.51s/it, loss=0.386, mat=0.005, sens=0.768, deg=0.000]
Ep 048/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:33,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:36,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:36,  1.53s/it, loss=0.386, mat=0.004, sens=0.767, deg=0.000]
Ep 048/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:33,  1.52s/it, loss=0.386, mat=0.004, sens=0.767, deg=0.000]
Ep 048/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:33,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:27,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:25,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:25,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:23,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:23,  1.51s/it, loss=0.399, mat=0.003, sens=0.794, deg=0.000]
Ep 048/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:21,  1.51s/it, loss=0.399, mat=0.003, sens=0.794, deg=0.000]
Ep 048/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:16,  1.52s/it, loss=0.386, mat=0.003, sens=0.769, deg=0.000]
Ep 048/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:19,  1.54s/it, loss=0.386, mat=0.003, sens=0.769, deg=0.000]
Ep 048/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:19,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:16,  1.53s/it, loss=0.384, mat=0.002, sens=0.765, deg=0.000]
Ep 048/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:13,  1.52s/it, loss=0.384, mat=0.002, sens=0.765, deg=0.000]
Ep 048/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:08,  1.51s/it, loss=0.399, mat=0.004, sens=0.793, deg=0.000]
Ep 048/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:07,  1.51s/it, loss=0.399, mat=0.004, sens=0.793, deg=0.000]
Ep 048/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:07,  1.51s/it, loss=0.372, mat=0.004, sens=0.740, deg=0.000]
Ep 048/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:04,  1.51s/it, loss=0.372, mat=0.004, sens=0.740, deg=0.000]
Ep 048/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:04,  1.51s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 048/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:03,  1.51s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 048/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<04:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<04:58,  1.51s/it, loss=0.377, mat=0.002, sens=0.750, deg=0.000]
Ep 048/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:57,  1.51s/it, loss=0.377, mat=0.002, sens=0.750, deg=0.000]
Ep 048/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:57,  1.51s/it, loss=0.393, mat=0.005, sens=0.779, deg=0.000]
Ep 048/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:56,  1.51s/it, loss=0.393, mat=0.005, sens=0.779, deg=0.000]
Ep 048/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:56,  1.51s/it, loss=0.397, mat=0.004, sens=0.789, deg=0.000]
Ep 048/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:54,  1.51s/it, loss=0.397, mat=0.004, sens=0.789, deg=0.000]
Ep 048/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:52,  1.51s/it, loss=0.397, mat=0.003, sens=0.788, deg=0.000]
Ep 048/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:51,  1.51s/it, loss=0.397, mat=0.003, sens=0.788, deg=0.000]
Ep 048/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:51,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:51,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:48,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:45,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:45,  1.53s/it, loss=0.377, mat=0.003, sens=0.750, deg=0.000]
Ep 048/100 [S3:+sens]:  30%|▉  | 78/264 [01:58<04:43,  1.53s/it, loss=0.377, mat=0.003, sens=0.750, deg=0.000]
Ep 048/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:43,  1.53s/it, loss=0.409, mat=0.003, sens=0.812, deg=0.000]
Ep 048/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:41,  1.52s/it, loss=0.409, mat=0.003, sens=0.812, deg=0.000]
Ep 048/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:41,  1.52s/it, loss=0.395, mat=0.003, sens=0.786, deg=0.000]
Ep 048/100 [S3:+sens]:  30%|▉  | 80/264 [02:01<04:39,  1.52s/it, loss=0.395, mat=0.003, sens=0.786, deg=0.000]
Ep 048/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:39,  1.52s/it, loss=0.377, mat=0.002, sens=0.750, deg=0.000]
Ep 048/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:37,  1.52s/it, loss=0.377, mat=0.002, sens=0.750, deg=0.000]
Ep 048/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:37,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  31%|▉  | 82/264 [02:04<04:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:35,  1.52s/it, loss=0.379, mat=0.004, sens=0.754, deg=0.000]
Ep 048/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:33,  1.51s/it, loss=0.379, mat=0.004, sens=0.754, deg=0.000]
Ep 048/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:33,  1.51s/it, loss=0.391, mat=0.002, sens=0.779, deg=0.000]
Ep 048/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:32,  1.51s/it, loss=0.391, mat=0.002, sens=0.779, deg=0.000]
Ep 048/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:32,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:30,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:30,  1.51s/it, loss=0.396, mat=0.002, sens=0.788, deg=0.000]
Ep 048/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:29,  1.51s/it, loss=0.396, mat=0.002, sens=0.788, deg=0.000]
Ep 048/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:29,  1.53s/it, loss=0.391, mat=0.004, sens=0.777, deg=0.000]
Ep 048/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:27,  1.53s/it, loss=0.391, mat=0.004, sens=0.777, deg=0.000]
Ep 048/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:27,  1.53s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 048/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:25,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 048/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:20,  1.52s/it, loss=0.388, mat=0.002, sens=0.773, deg=0.000]
Ep 048/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:18,  1.51s/it, loss=0.388, mat=0.002, sens=0.773, deg=0.000]
Ep 048/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:18,  1.51s/it, loss=0.394, mat=0.003, sens=0.778, deg=0.000]
Ep 048/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:16,  1.51s/it, loss=0.394, mat=0.003, sens=0.778, deg=0.000]
Ep 048/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:16,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:15,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:13,  1.51s/it, loss=0.400, mat=0.004, sens=0.792, deg=0.000]
Ep 048/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:12,  1.51s/it, loss=0.400, mat=0.004, sens=0.792, deg=0.000]
Ep 048/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:12,  1.51s/it, loss=0.409, mat=0.004, sens=0.811, deg=0.000]
Ep 048/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:10,  1.51s/it, loss=0.409, mat=0.004, sens=0.811, deg=0.000]
Ep 048/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:10,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:10,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  38%|▊ | 101/264 [02:33<04:09,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:09,  1.53s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 048/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:07,  1.53s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 048/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:07,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  39%|▊ | 103/264 [02:36<04:05,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:05,  1.52s/it, loss=0.400, mat=0.003, sens=0.795, deg=0.000]
Ep 048/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:03,  1.52s/it, loss=0.400, mat=0.003, sens=0.795, deg=0.000]
Ep 048/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:03,  1.52s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.000]
Ep 048/100 [S3:+sens]:  40%|▊ | 105/264 [02:39<04:01,  1.52s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.000]
Ep 048/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:01,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<03:59,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<03:59,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  41%|▊ | 107/264 [02:42<03:57,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:57,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:56,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:56,  1.51s/it, loss=0.388, mat=0.002, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:  41%|▊ | 109/264 [02:45<03:54,  1.51s/it, loss=0.388, mat=0.002, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:54,  1.51s/it, loss=0.403, mat=0.003, sens=0.800, deg=0.000]
Ep 048/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:52,  1.51s/it, loss=0.403, mat=0.003, sens=0.800, deg=0.000]
Ep 048/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:52,  1.51s/it, loss=0.381, mat=0.002, sens=0.757, deg=0.000]
Ep 048/100 [S3:+sens]:  42%|▊ | 111/264 [02:48<03:51,  1.51s/it, loss=0.381, mat=0.002, sens=0.757, deg=0.000]
Ep 048/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.51s/it, loss=0.386, mat=0.003, sens=0.768, deg=0.000]
Ep 048/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:49,  1.51s/it, loss=0.386, mat=0.003, sens=0.768, deg=0.000]
Ep 048/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:49,  1.51s/it, loss=0.404, mat=0.003, sens=0.802, deg=0.000]
Ep 048/100 [S3:+sens]:  43%|▊ | 113/264 [02:51<03:48,  1.51s/it, loss=0.404, mat=0.003, sens=0.802, deg=0.000]
Ep 048/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:48,  1.51s/it, loss=0.395, mat=0.003, sens=0.786, deg=0.000]
Ep 048/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:46,  1.51s/it, loss=0.395, mat=0.003, sens=0.786, deg=0.000]
Ep 048/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  44%|▊ | 115/264 [02:54<03:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:43,  1.51s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 048/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:41,  1.51s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 048/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:41,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:43,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:43,  1.53s/it, loss=0.387, mat=0.002, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:41,  1.52s/it, loss=0.387, mat=0.002, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:41,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:38,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:36,  1.52s/it, loss=0.396, mat=0.003, sens=0.783, deg=0.000]
Ep 048/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:35,  1.52s/it, loss=0.396, mat=0.003, sens=0.783, deg=0.000]
Ep 048/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:33,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:33,  1.51s/it, loss=0.372, mat=0.003, sens=0.739, deg=0.000]
Ep 048/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:32,  1.52s/it, loss=0.372, mat=0.003, sens=0.739, deg=0.000]
Ep 048/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:32,  1.52s/it, loss=0.387, mat=0.002, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:31,  1.52s/it, loss=0.387, mat=0.002, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:31,  1.52s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 048/100 [S3:+sens]:  48%|▉ | 126/264 [03:11<03:29,  1.52s/it, loss=0.377, mat=0.003, sens=0.747, deg=0.000]
Ep 048/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:29,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  48%|▉ | 128/264 [03:14<03:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:26,  1.52s/it, loss=0.390, mat=0.003, sens=0.774, deg=0.000]
Ep 048/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:24,  1.51s/it, loss=0.390, mat=0.003, sens=0.774, deg=0.000]
Ep 048/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:24,  1.51s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 048/100 [S3:+sens]:  49%|▉ | 130/264 [03:17<03:22,  1.51s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 048/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:22,  1.51s/it, loss=0.397, mat=0.004, sens=0.776, deg=0.000]
Ep 048/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:20,  1.51s/it, loss=0.397, mat=0.004, sens=0.776, deg=0.000]
Ep 048/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:20,  1.51s/it, loss=0.386, mat=0.003, sens=0.769, deg=0.000]
Ep 048/100 [S3:+sens]:  50%|█ | 132/264 [03:20<03:19,  1.51s/it, loss=0.386, mat=0.003, sens=0.769, deg=0.000]
Ep 048/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:20,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  51%|█ | 134/264 [03:23<03:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:18,  1.52s/it, loss=0.390, mat=0.003, sens=0.776, deg=0.000]
Ep 048/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:15,  1.52s/it, loss=0.390, mat=0.003, sens=0.776, deg=0.000]
Ep 048/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:15,  1.52s/it, loss=0.400, mat=0.004, sens=0.793, deg=0.000]
Ep 048/100 [S3:+sens]:  52%|█ | 136/264 [03:26<03:13,  1.51s/it, loss=0.400, mat=0.004, sens=0.793, deg=0.000]
Ep 048/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:13,  1.51s/it, loss=0.376, mat=0.003, sens=0.741, deg=0.000]
Ep 048/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:11,  1.51s/it, loss=0.376, mat=0.003, sens=0.741, deg=0.000]
Ep 048/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:11,  1.51s/it, loss=0.382, mat=0.002, sens=0.761, deg=0.000]
Ep 048/100 [S3:+sens]:  52%|█ | 138/264 [03:29<03:10,  1.51s/it, loss=0.382, mat=0.002, sens=0.761, deg=0.000]
Ep 048/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:08,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:08,  1.51s/it, loss=0.407, mat=0.003, sens=0.809, deg=0.000]
Ep 048/100 [S3:+sens]:  53%|█ | 140/264 [03:32<03:07,  1.51s/it, loss=0.407, mat=0.003, sens=0.809, deg=0.000]
Ep 048/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:07,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:05,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:05,  1.51s/it, loss=0.384, mat=0.003, sens=0.759, deg=0.000]
Ep 048/100 [S3:+sens]:  54%|█ | 142/264 [03:35<03:04,  1.51s/it, loss=0.384, mat=0.003, sens=0.759, deg=0.000]
Ep 048/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:02,  1.51s/it, loss=0.374, mat=0.003, sens=0.742, deg=0.000]
Ep 048/100 [S3:+sens]:  55%|█ | 144/264 [03:38<03:01,  1.51s/it, loss=0.374, mat=0.003, sens=0.742, deg=0.000]
Ep 048/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:01,  1.51s/it, loss=0.394, mat=0.003, sens=0.784, deg=0.000]
Ep 048/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:02,  1.53s/it, loss=0.394, mat=0.003, sens=0.784, deg=0.000]
Ep 048/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:02,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  55%|█ | 146/264 [03:42<03:00,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:00,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  56%|█ | 147/264 [03:43<02:57,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:57,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:55,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:55,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  56%|█▏| 149/264 [03:46<02:54,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  57%|█▏| 151/264 [03:49<02:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:51,  1.52s/it, loss=0.380, mat=0.004, sens=0.755, deg=0.000]
Ep 048/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:49,  1.51s/it, loss=0.380, mat=0.004, sens=0.755, deg=0.000]
Ep 048/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:49,  1.51s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 048/100 [S3:+sens]:  58%|█▏| 153/264 [03:52<02:47,  1.51s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 048/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:47,  1.51s/it, loss=0.398, mat=0.003, sens=0.785, deg=0.000]
Ep 048/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:46,  1.51s/it, loss=0.398, mat=0.003, sens=0.785, deg=0.000]
Ep 048/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:46,  1.51s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 048/100 [S3:+sens]:  59%|█▏| 155/264 [03:55<02:44,  1.51s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 048/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:44,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:42,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:42,  1.51s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 048/100 [S3:+sens]:  59%|█▏| 157/264 [03:58<02:41,  1.51s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 048/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:41,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:39,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:39,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  60%|█▏| 159/264 [04:01<02:38,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:38,  1.51s/it, loss=0.371, mat=0.002, sens=0.737, deg=0.000]
Ep 048/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:36,  1.51s/it, loss=0.371, mat=0.002, sens=0.737, deg=0.000]
Ep 048/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:36,  1.51s/it, loss=0.405, mat=0.003, sens=0.806, deg=0.000]
Ep 048/100 [S3:+sens]:  61%|█▏| 161/264 [04:04<02:35,  1.51s/it, loss=0.405, mat=0.003, sens=0.806, deg=0.000]
Ep 048/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:35,  1.51s/it, loss=0.369, mat=0.002, sens=0.732, deg=0.000]
Ep 048/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:33,  1.51s/it, loss=0.369, mat=0.002, sens=0.732, deg=0.000]
Ep 048/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  62%|█▏| 163/264 [04:07<02:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:32,  1.51s/it, loss=0.364, mat=0.003, sens=0.724, deg=0.000]
Ep 048/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:32,  1.53s/it, loss=0.364, mat=0.003, sens=0.724, deg=0.000]
Ep 048/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:32,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  62%|█▎| 165/264 [04:10<02:30,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:30,  1.52s/it, loss=0.365, mat=0.003, sens=0.724, deg=0.000]
Ep 048/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:28,  1.51s/it, loss=0.365, mat=0.003, sens=0.724, deg=0.000]
Ep 048/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:28,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  63%|█▎| 167/264 [04:13<02:26,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:26,  1.51s/it, loss=0.369, mat=0.002, sens=0.732, deg=0.000]
Ep 048/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:24,  1.51s/it, loss=0.369, mat=0.002, sens=0.732, deg=0.000]
Ep 048/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:24,  1.51s/it, loss=0.388, mat=0.003, sens=0.768, deg=0.000]
Ep 048/100 [S3:+sens]:  64%|█▎| 169/264 [04:16<02:23,  1.51s/it, loss=0.388, mat=0.003, sens=0.768, deg=0.000]
Ep 048/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:23,  1.51s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 048/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:21,  1.51s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 048/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  65%|█▎| 171/264 [04:19<02:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  65%|█▎| 172/264 [04:21<02:18,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:18,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  66%|█▎| 173/264 [04:22<02:16,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:16,  1.50s/it, loss=0.396, mat=0.003, sens=0.787, deg=0.000]
Ep 048/100 [S3:+sens]:  66%|█▎| 174/264 [04:24<02:16,  1.51s/it, loss=0.396, mat=0.003, sens=0.787, deg=0.000]
Ep 048/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:16,  1.51s/it, loss=0.385, mat=0.004, sens=0.763, deg=0.000]
Ep 048/100 [S3:+sens]:  66%|█▎| 175/264 [04:25<02:14,  1.51s/it, loss=0.385, mat=0.004, sens=0.763, deg=0.000]
Ep 048/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:14,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  67%|█▎| 176/264 [04:27<02:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:12,  1.51s/it, loss=0.400, mat=0.003, sens=0.794, deg=0.000]
Ep 048/100 [S3:+sens]:  67%|█▎| 177/264 [04:28<02:11,  1.51s/it, loss=0.400, mat=0.003, sens=0.794, deg=0.000]
Ep 048/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:11,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  67%|█▎| 178/264 [04:30<02:11,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:11,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  68%|█▎| 179/264 [04:31<02:09,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  68%|█▎| 180/264 [04:33<02:07,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:07,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  69%|█▎| 181/264 [04:34<02:05,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:05,  1.51s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 048/100 [S3:+sens]:  69%|█▍| 182/264 [04:36<02:04,  1.51s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 048/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:04,  1.51s/it, loss=0.385, mat=0.004, sens=0.765, deg=0.000]
Ep 048/100 [S3:+sens]:  69%|█▍| 183/264 [04:37<02:02,  1.51s/it, loss=0.385, mat=0.004, sens=0.765, deg=0.000]
Ep 048/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:02,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  70%|█▍| 184/264 [04:39<02:00,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  70%|█▍| 185/264 [04:40<01:58,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<01:58,  1.51s/it, loss=0.379, mat=0.003, sens=0.755, deg=0.000]
Ep 048/100 [S3:+sens]:  70%|█▍| 186/264 [04:42<01:57,  1.51s/it, loss=0.379, mat=0.003, sens=0.755, deg=0.000]
Ep 048/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:57,  1.51s/it, loss=0.402, mat=0.004, sens=0.798, deg=0.000]
Ep 048/100 [S3:+sens]:  71%|█▍| 187/264 [04:43<01:55,  1.51s/it, loss=0.402, mat=0.004, sens=0.798, deg=0.000]
Ep 048/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:55,  1.51s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 048/100 [S3:+sens]:  71%|█▍| 188/264 [04:45<01:54,  1.51s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 048/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:54,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:53,  1.51s/it, loss=0.400, mat=0.004, sens=0.795, deg=0.000]
Ep 048/100 [S3:+sens]:  72%|█▍| 190/264 [04:48<01:53,  1.53s/it, loss=0.400, mat=0.004, sens=0.795, deg=0.000]
Ep 048/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:53,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:51,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:51,  1.52s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 048/100 [S3:+sens]:  73%|█▍| 192/264 [04:51<01:49,  1.52s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 048/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:47,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  73%|█▍| 193/264 [04:54<01:47,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  73%|█▍| 194/264 [04:54<01:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:45,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:44,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:44,  1.51s/it, loss=0.408, mat=0.003, sens=0.812, deg=0.000]
Ep 048/100 [S3:+sens]:  74%|█▍| 196/264 [04:57<01:42,  1.51s/it, loss=0.408, mat=0.003, sens=0.812, deg=0.000]
Ep 048/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:42,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  75%|█▍| 197/264 [04:59<01:41,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.51s/it, loss=0.377, mat=0.003, sens=0.749, deg=0.000]
Ep 048/100 [S3:+sens]:  75%|█▌| 198/264 [05:00<01:40,  1.52s/it, loss=0.377, mat=0.003, sens=0.749, deg=0.000]
Ep 048/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:40,  1.52s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 048/100 [S3:+sens]:  75%|█▌| 199/264 [05:02<01:38,  1.52s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 048/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:38,  1.52s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 048/100 [S3:+sens]:  76%|█▌| 200/264 [05:03<01:36,  1.52s/it, loss=0.375, mat=0.003, sens=0.745, deg=0.000]
Ep 048/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:36,  1.52s/it, loss=0.368, mat=0.002, sens=0.731, deg=0.000]
Ep 048/100 [S3:+sens]:  76%|█▌| 201/264 [05:05<01:35,  1.51s/it, loss=0.368, mat=0.002, sens=0.731, deg=0.000]
Ep 048/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.51s/it, loss=0.394, mat=0.003, sens=0.779, deg=0.000]
Ep 048/100 [S3:+sens]:  77%|█▌| 202/264 [05:06<01:33,  1.51s/it, loss=0.394, mat=0.003, sens=0.779, deg=0.000]
Ep 048/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  77%|█▌| 203/264 [05:08<01:32,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:32,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  77%|█▌| 204/264 [05:09<01:30,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:30,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  78%|█▌| 205/264 [05:11<01:28,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:28,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  78%|█▌| 206/264 [05:12<01:27,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:27,  1.50s/it, loss=0.402, mat=0.003, sens=0.785, deg=0.000]
Ep 048/100 [S3:+sens]:  78%|█▌| 207/264 [05:14<01:25,  1.51s/it, loss=0.402, mat=0.003, sens=0.785, deg=0.000]
Ep 048/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:25,  1.51s/it, loss=0.383, mat=0.002, sens=0.759, deg=0.000]
Ep 048/100 [S3:+sens]:  79%|█▌| 208/264 [05:15<01:25,  1.53s/it, loss=0.383, mat=0.002, sens=0.759, deg=0.000]
Ep 048/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  79%|█▌| 209/264 [05:17<01:23,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.52s/it, loss=0.372, mat=0.002, sens=0.739, deg=0.000]
Ep 048/100 [S3:+sens]:  80%|█▌| 210/264 [05:18<01:21,  1.52s/it, loss=0.372, mat=0.002, sens=0.739, deg=0.000]
Ep 048/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:21,  1.52s/it, loss=0.390, mat=0.003, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:  80%|█▌| 211/264 [05:20<01:20,  1.51s/it, loss=0.390, mat=0.003, sens=0.771, deg=0.000]
Ep 048/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.51s/it, loss=0.384, mat=0.003, sens=0.761, deg=0.000]
Ep 048/100 [S3:+sens]:  80%|█▌| 212/264 [05:21<01:18,  1.51s/it, loss=0.384, mat=0.003, sens=0.761, deg=0.000]
Ep 048/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:18,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  81%|█▌| 213/264 [05:23<01:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:16,  1.51s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 048/100 [S3:+sens]:  81%|█▌| 214/264 [05:24<01:15,  1.51s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 048/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:15,  1.51s/it, loss=0.370, mat=0.004, sens=0.736, deg=0.000]
Ep 048/100 [S3:+sens]:  81%|█▋| 215/264 [05:26<01:13,  1.51s/it, loss=0.370, mat=0.004, sens=0.736, deg=0.000]
Ep 048/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:13,  1.51s/it, loss=0.385, mat=0.003, sens=0.761, deg=0.000]
Ep 048/100 [S3:+sens]:  82%|█▋| 216/264 [05:27<01:12,  1.51s/it, loss=0.385, mat=0.003, sens=0.761, deg=0.000]
Ep 048/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:12,  1.51s/it, loss=0.385, mat=0.004, sens=0.763, deg=0.000]
Ep 048/100 [S3:+sens]:  82%|█▋| 217/264 [05:29<01:10,  1.51s/it, loss=0.385, mat=0.004, sens=0.763, deg=0.000]
Ep 048/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  83%|█▋| 218/264 [05:30<01:09,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:09,  1.51s/it, loss=0.376, mat=0.003, sens=0.746, deg=0.000]
Ep 048/100 [S3:+sens]:  83%|█▋| 219/264 [05:32<01:07,  1.51s/it, loss=0.376, mat=0.003, sens=0.746, deg=0.000]
Ep 048/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  83%|█▋| 220/264 [05:33<01:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  84%|█▋| 221/264 [05:35<01:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:04,  1.51s/it, loss=0.376, mat=0.002, sens=0.748, deg=0.000]
Ep 048/100 [S3:+sens]:  84%|█▋| 222/264 [05:36<01:03,  1.51s/it, loss=0.376, mat=0.002, sens=0.748, deg=0.000]
Ep 048/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:03,  1.51s/it, loss=0.391, mat=0.002, sens=0.778, deg=0.000]
Ep 048/100 [S3:+sens]:  84%|█▋| 223/264 [05:38<01:03,  1.55s/it, loss=0.391, mat=0.002, sens=0.778, deg=0.000]
Ep 048/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:03,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  85%|█▋| 224/264 [05:40<01:01,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:01,  1.54s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 048/100 [S3:+sens]:  85%|█▋| 225/264 [05:41<00:59,  1.53s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 048/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.53s/it, loss=0.368, mat=0.002, sens=0.731, deg=0.000]
Ep 048/100 [S3:+sens]:  86%|█▋| 226/264 [05:43<00:57,  1.52s/it, loss=0.368, mat=0.002, sens=0.731, deg=0.000]
Ep 048/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  86%|█▋| 227/264 [05:44<00:56,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:56,  1.52s/it, loss=0.382, mat=0.005, sens=0.757, deg=0.000]
Ep 048/100 [S3:+sens]:  86%|█▋| 228/264 [05:46<00:54,  1.51s/it, loss=0.382, mat=0.005, sens=0.757, deg=0.000]
Ep 048/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:54,  1.51s/it, loss=0.383, mat=0.004, sens=0.758, deg=0.000]
Ep 048/100 [S3:+sens]:  87%|█▋| 229/264 [05:47<00:52,  1.51s/it, loss=0.383, mat=0.004, sens=0.758, deg=0.000]
Ep 048/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:52,  1.51s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 048/100 [S3:+sens]:  87%|█▋| 230/264 [05:49<00:51,  1.51s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 048/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.51s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 048/100 [S3:+sens]:  88%|█▊| 231/264 [05:50<00:49,  1.51s/it, loss=0.387, mat=0.003, sens=0.768, deg=0.000]
Ep 048/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  88%|█▊| 232/264 [05:52<00:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.51s/it, loss=0.363, mat=0.003, sens=0.722, deg=0.000]
Ep 048/100 [S3:+sens]:  88%|█▊| 233/264 [05:53<00:46,  1.51s/it, loss=0.363, mat=0.003, sens=0.722, deg=0.000]
Ep 048/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:46,  1.51s/it, loss=0.391, mat=0.003, sens=0.779, deg=0.000]
Ep 048/100 [S3:+sens]:  89%|█▊| 234/264 [05:55<00:45,  1.51s/it, loss=0.391, mat=0.003, sens=0.779, deg=0.000]
Ep 048/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.51s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 048/100 [S3:+sens]:  89%|█▊| 235/264 [05:56<00:44,  1.53s/it, loss=0.390, mat=0.003, sens=0.775, deg=0.000]
Ep 048/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.53s/it, loss=0.372, mat=0.004, sens=0.739, deg=0.000]
Ep 048/100 [S3:+sens]:  89%|█▊| 236/264 [05:58<00:42,  1.52s/it, loss=0.372, mat=0.004, sens=0.739, deg=0.000]
Ep 048/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  90%|█▊| 237/264 [05:59<00:40,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:40,  1.52s/it, loss=0.383, mat=0.004, sens=0.762, deg=0.000]
Ep 048/100 [S3:+sens]:  90%|█▊| 238/264 [06:01<00:39,  1.51s/it, loss=0.383, mat=0.004, sens=0.762, deg=0.000]
Ep 048/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  91%|█▊| 239/264 [06:02<00:37,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  91%|█▊| 240/264 [06:04<00:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.51s/it, loss=0.395, mat=0.003, sens=0.786, deg=0.000]
Ep 048/100 [S3:+sens]:  91%|█▊| 241/264 [06:05<00:34,  1.50s/it, loss=0.395, mat=0.003, sens=0.786, deg=0.000]
Ep 048/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:34,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  92%|█▊| 242/264 [06:07<00:33,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.50s/it, loss=0.402, mat=0.004, sens=0.798, deg=0.000]
Ep 048/100 [S3:+sens]:  92%|█▊| 243/264 [06:08<00:31,  1.50s/it, loss=0.402, mat=0.004, sens=0.798, deg=0.000]
Ep 048/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  92%|█▊| 244/264 [06:10<00:30,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.50s/it, loss=0.396, mat=0.002, sens=0.784, deg=0.000]
Ep 048/100 [S3:+sens]:  93%|█▊| 245/264 [06:11<00:28,  1.51s/it, loss=0.396, mat=0.002, sens=0.784, deg=0.000]
Ep 048/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.400, mat=0.002, sens=0.794, deg=0.000]
Ep 048/100 [S3:+sens]:  93%|█▊| 246/264 [06:13<00:27,  1.51s/it, loss=0.400, mat=0.002, sens=0.794, deg=0.000]
Ep 048/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  94%|█▊| 247/264 [06:14<00:25,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  94%|█▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.396, mat=0.004, sens=0.785, deg=0.000]
Ep 048/100 [S3:+sens]:  94%|█▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.396, mat=0.004, sens=0.785, deg=0.000]
Ep 048/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.375, mat=0.002, sens=0.741, deg=0.000]
Ep 048/100 [S3:+sens]:  95%|█▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.375, mat=0.002, sens=0.741, deg=0.000]
Ep 048/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.366, mat=0.003, sens=0.728, deg=0.000]
Ep 048/100 [S3:+sens]:  95%|█▉| 251/264 [06:20<00:19,  1.51s/it, loss=0.366, mat=0.003, sens=0.728, deg=0.000]
Ep 048/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  95%|█▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  96%|█▉| 253/264 [06:23<00:16,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.50s/it, loss=0.385, mat=0.003, sens=0.762, deg=0.000]
Ep 048/100 [S3:+sens]:  96%|█▉| 254/264 [06:25<00:15,  1.53s/it, loss=0.385, mat=0.003, sens=0.762, deg=0.000]
Ep 048/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.53s/it, loss=0.384, mat=0.002, sens=0.763, deg=0.000]
Ep 048/100 [S3:+sens]:  97%|█▉| 255/264 [06:26<00:13,  1.52s/it, loss=0.384, mat=0.002, sens=0.763, deg=0.000]
Ep 048/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.390, mat=0.004, sens=0.774, deg=0.000]
Ep 048/100 [S3:+sens]:  97%|█▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.390, mat=0.004, sens=0.774, deg=0.000]
Ep 048/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  97%|█▉| 257/264 [06:29<00:10,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.413, mat=0.003, sens=0.821, deg=0.000]
Ep 048/100 [S3:+sens]:  98%|█▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.413, mat=0.003, sens=0.821, deg=0.000]
Ep 048/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.395, mat=0.004, sens=0.785, deg=0.000]
Ep 048/100 [S3:+sens]:  98%|█▉| 259/264 [06:32<00:07,  1.51s/it, loss=0.395, mat=0.004, sens=0.785, deg=0.000]
Ep 048/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.393, mat=0.004, sens=0.782, deg=0.000]
Ep 048/100 [S3:+sens]:  98%|█▉| 260/264 [06:34<00:06,  1.51s/it, loss=0.393, mat=0.004, sens=0.782, deg=0.000]
Ep 048/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  99%|█▉| 261/264 [06:35<00:04,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 048/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.50s/it, loss=0.377, mat=0.004, sens=0.744, deg=0.000]
Ep 048/100 [S3:+sens]:  99%|█▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.377, mat=0.004, sens=0.744, deg=0.000]
Ep 048/100 [S3:+sens]:  99%|█▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.364, mat=0.002, sens=0.725, deg=0.000]
Ep 048/100 [S3:+sens]: 100%|█▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.364, mat=0.002, sens=0.725, deg=0.000]
Ep 048/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 048/100 [S3:+sens]: 100%|██| 264/264 [06:40<00:00,  1.51s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
                                                                                                              
Epoch 048/100 [S3:+sens]  loss=0.2147  mat=0.0032  sens=0.4239  deg=0.0002  orth=0.0011  α=0.5 β=0.5 γ=0.3  401s

Ep 049/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 049/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   0%|    | 1/264 [00:02<08:47,  2.01s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   0%|    | 1/264 [00:03<08:47,  2.01s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:28,  1.71s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:28,  1.71s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 049/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:01,  1.61s/it, loss=0.387, mat=0.003, sens=0.767, deg=0.000]
Ep 049/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:01,  1.61s/it, loss=0.384, mat=0.004, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:59,  1.61s/it, loss=0.384, mat=0.004, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:59,  1.61s/it, loss=0.395, mat=0.002, sens=0.786, deg=0.000]
Ep 049/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:46,  1.57s/it, loss=0.395, mat=0.002, sens=0.786, deg=0.000]
Ep 049/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:46,  1.57s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:39,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:39,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:37,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:37,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:28,  1.52s/it, loss=0.380, mat=0.003, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:25,  1.52s/it, loss=0.380, mat=0.003, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:25,  1.52s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 049/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:22,  1.51s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 049/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:22,  1.51s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 049/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:20,  1.51s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 049/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:20,  1.51s/it, loss=0.378, mat=0.003, sens=0.751, deg=0.000]
Ep 049/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:18,  1.51s/it, loss=0.378, mat=0.003, sens=0.751, deg=0.000]
Ep 049/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:18,  1.51s/it, loss=0.384, mat=0.003, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:16,  1.51s/it, loss=0.384, mat=0.003, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:16,  1.51s/it, loss=0.403, mat=0.003, sens=0.801, deg=0.000]
Ep 049/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:14,  1.51s/it, loss=0.403, mat=0.003, sens=0.801, deg=0.000]
Ep 049/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:14,  1.51s/it, loss=0.393, mat=0.003, sens=0.780, deg=0.000]
Ep 049/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:18,  1.53s/it, loss=0.393, mat=0.003, sens=0.780, deg=0.000]
Ep 049/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:18,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:12,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:12,  1.52s/it, loss=0.383, mat=0.003, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:10,  1.51s/it, loss=0.383, mat=0.003, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:10,  1.51s/it, loss=0.410, mat=0.002, sens=0.817, deg=0.000]
Ep 049/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:08,  1.51s/it, loss=0.410, mat=0.002, sens=0.817, deg=0.000]
Ep 049/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:08,  1.51s/it, loss=0.399, mat=0.003, sens=0.776, deg=0.000]
Ep 049/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:06,  1.51s/it, loss=0.399, mat=0.003, sens=0.776, deg=0.000]
Ep 049/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:06,  1.51s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 049/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:05,  1.51s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 049/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:05,  1.51s/it, loss=0.375, mat=0.002, sens=0.746, deg=0.000]
Ep 049/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:03,  1.51s/it, loss=0.375, mat=0.002, sens=0.746, deg=0.000]
Ep 049/100 [S3:+sens]:   9%|▎  | 23/264 [00:36<06:03,  1.51s/it, loss=0.382, mat=0.002, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:   9%|▎  | 24/264 [00:36<06:02,  1.51s/it, loss=0.382, mat=0.002, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:02,  1.51s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 049/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:00,  1.51s/it, loss=0.380, mat=0.002, sens=0.755, deg=0.000]
Ep 049/100 [S3:+sens]:   9%|▎  | 25/264 [00:39<06:00,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  10%|▎  | 26/264 [00:39<05:58,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<05:58,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:57,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  10%|▎  | 27/264 [00:42<05:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  11%|▎  | 28/264 [00:42<05:56,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:56,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:55,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  11%|▎  | 29/264 [00:45<05:55,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  11%|▎  | 30/264 [00:45<05:53,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  12%|▎  | 31/264 [00:48<05:53,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  12%|▎  | 32/264 [00:48<05:52,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:52,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:50,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  12%|▍  | 33/264 [00:51<05:50,  1.52s/it, loss=0.375, mat=0.002, sens=0.741, deg=0.000]
Ep 049/100 [S3:+sens]:  13%|▍  | 34/264 [00:51<05:48,  1.51s/it, loss=0.375, mat=0.002, sens=0.741, deg=0.000]
Ep 049/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:48,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:51,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:51,  1.53s/it, loss=0.397, mat=0.005, sens=0.787, deg=0.000]
Ep 049/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:47,  1.53s/it, loss=0.397, mat=0.005, sens=0.787, deg=0.000]
Ep 049/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:47,  1.53s/it, loss=0.366, mat=0.002, sens=0.728, deg=0.000]
Ep 049/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:44,  1.52s/it, loss=0.366, mat=0.002, sens=0.728, deg=0.000]
Ep 049/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:44,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:42,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:42,  1.52s/it, loss=0.386, mat=0.003, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:40,  1.51s/it, loss=0.386, mat=0.003, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:40,  1.51s/it, loss=0.389, mat=0.003, sens=0.769, deg=0.000]
Ep 049/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:38,  1.51s/it, loss=0.389, mat=0.003, sens=0.769, deg=0.000]
Ep 049/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:38,  1.51s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 049/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:37,  1.51s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 049/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:37,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:35,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:35,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:30,  1.51s/it, loss=0.380, mat=0.003, sens=0.757, deg=0.000]
Ep 049/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:29,  1.51s/it, loss=0.380, mat=0.003, sens=0.757, deg=0.000]
Ep 049/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:27,  1.51s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 049/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:26,  1.51s/it, loss=0.374, mat=0.004, sens=0.742, deg=0.000]
Ep 049/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:26,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:29,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:26,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:23,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:21,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  20%|▌  | 53/264 [01:20<05:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:19,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:17,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:17,  1.51s/it, loss=0.379, mat=0.002, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:  21%|▋  | 55/264 [01:23<05:16,  1.51s/it, loss=0.379, mat=0.002, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:16,  1.52s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.000]
Ep 049/100 [S3:+sens]:  22%|▋  | 57/264 [01:26<05:13,  1.52s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.000]
Ep 049/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:12,  1.52s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 049/100 [S3:+sens]:  22%|▋  | 59/264 [01:29<05:10,  1.51s/it, loss=0.384, mat=0.004, sens=0.762, deg=0.000]
Ep 049/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  23%|▋  | 61/264 [01:32<05:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:11,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:08,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:08,  1.52s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 049/100 [S3:+sens]:  24%|▋  | 63/264 [01:35<05:05,  1.52s/it, loss=0.376, mat=0.004, sens=0.746, deg=0.000]
Ep 049/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:05,  1.52s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:03,  1.52s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  25%|▋  | 65/264 [01:38<05:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<04:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<04:59,  1.51s/it, loss=0.385, mat=0.004, sens=0.767, deg=0.000]
Ep 049/100 [S3:+sens]:  25%|▊  | 67/264 [01:41<04:57,  1.51s/it, loss=0.385, mat=0.004, sens=0.767, deg=0.000]
Ep 049/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:57,  1.51s/it, loss=0.382, mat=0.002, sens=0.762, deg=0.000]
Ep 049/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:56,  1.51s/it, loss=0.382, mat=0.002, sens=0.762, deg=0.000]
Ep 049/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:56,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:54,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:54,  1.51s/it, loss=0.382, mat=0.002, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:53,  1.51s/it, loss=0.382, mat=0.002, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:51,  1.51s/it, loss=0.399, mat=0.004, sens=0.793, deg=0.000]
Ep 049/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:49,  1.51s/it, loss=0.399, mat=0.004, sens=0.793, deg=0.000]
Ep 049/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:49,  1.51s/it, loss=0.400, mat=0.004, sens=0.795, deg=0.000]
Ep 049/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:48,  1.51s/it, loss=0.400, mat=0.004, sens=0.795, deg=0.000]
Ep 049/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:48,  1.51s/it, loss=0.399, mat=0.005, sens=0.791, deg=0.000]
Ep 049/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:46,  1.51s/it, loss=0.399, mat=0.005, sens=0.791, deg=0.000]
Ep 049/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:46,  1.51s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 049/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:45,  1.51s/it, loss=0.375, mat=0.003, sens=0.744, deg=0.000]
Ep 049/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:45,  1.51s/it, loss=0.394, mat=0.004, sens=0.783, deg=0.000]
Ep 049/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:43,  1.51s/it, loss=0.394, mat=0.004, sens=0.783, deg=0.000]
Ep 049/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:43,  1.51s/it, loss=0.389, mat=0.002, sens=0.774, deg=0.000]
Ep 049/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:42,  1.51s/it, loss=0.389, mat=0.002, sens=0.774, deg=0.000]
Ep 049/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:42,  1.51s/it, loss=0.404, mat=0.004, sens=0.802, deg=0.000]
Ep 049/100 [S3:+sens]:  30%|▉  | 78/264 [01:58<04:40,  1.51s/it, loss=0.404, mat=0.004, sens=0.802, deg=0.000]
Ep 049/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:43,  1.53s/it, loss=0.389, mat=0.002, sens=0.773, deg=0.000]
Ep 049/100 [S3:+sens]:  30%|▉  | 80/264 [02:01<04:42,  1.54s/it, loss=0.389, mat=0.002, sens=0.773, deg=0.000]
Ep 049/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:42,  1.54s/it, loss=0.381, mat=0.003, sens=0.758, deg=0.000]
Ep 049/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:40,  1.53s/it, loss=0.381, mat=0.003, sens=0.758, deg=0.000]
Ep 049/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:40,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  31%|▉  | 82/264 [02:04<04:37,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:37,  1.53s/it, loss=0.387, mat=0.004, sens=0.766, deg=0.000]
Ep 049/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:35,  1.52s/it, loss=0.387, mat=0.004, sens=0.766, deg=0.000]
Ep 049/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:35,  1.52s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 049/100 [S3:+sens]:  32%|▉  | 84/264 [02:07<04:33,  1.52s/it, loss=0.382, mat=0.004, sens=0.759, deg=0.000]
Ep 049/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:33,  1.52s/it, loss=0.403, mat=0.003, sens=0.799, deg=0.000]
Ep 049/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:31,  1.52s/it, loss=0.403, mat=0.003, sens=0.799, deg=0.000]
Ep 049/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:31,  1.52s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 049/100 [S3:+sens]:  33%|▉  | 86/264 [02:10<04:29,  1.52s/it, loss=0.385, mat=0.003, sens=0.764, deg=0.000]
Ep 049/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:29,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:27,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:27,  1.51s/it, loss=0.391, mat=0.003, sens=0.779, deg=0.000]
Ep 049/100 [S3:+sens]:  33%|█  | 88/264 [02:13<04:26,  1.51s/it, loss=0.391, mat=0.003, sens=0.779, deg=0.000]
Ep 049/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:26,  1.51s/it, loss=0.407, mat=0.004, sens=0.807, deg=0.000]
Ep 049/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:24,  1.51s/it, loss=0.407, mat=0.004, sens=0.807, deg=0.000]
Ep 049/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:24,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  34%|█  | 90/264 [02:16<04:22,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:22,  1.51s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 049/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:21,  1.51s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 049/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:21,  1.51s/it, loss=0.369, mat=0.003, sens=0.733, deg=0.000]
Ep 049/100 [S3:+sens]:  35%|█  | 92/264 [02:19<04:19,  1.51s/it, loss=0.369, mat=0.003, sens=0.733, deg=0.000]
Ep 049/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:19,  1.51s/it, loss=0.388, mat=0.003, sens=0.771, deg=0.000]
Ep 049/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:18,  1.51s/it, loss=0.388, mat=0.003, sens=0.771, deg=0.000]
Ep 049/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  36%|█  | 94/264 [02:22<04:20,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:18,  1.53s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 049/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:15,  1.52s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 049/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:15,  1.52s/it, loss=0.383, mat=0.003, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:14,  1.52s/it, loss=0.383, mat=0.003, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:14,  1.52s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:11,  1.52s/it, loss=0.383, mat=0.004, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:09,  1.51s/it, loss=0.383, mat=0.003, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:08,  1.51s/it, loss=0.383, mat=0.003, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:08,  1.51s/it, loss=0.373, mat=0.004, sens=0.742, deg=0.000]
Ep 049/100 [S3:+sens]:  38%|▊ | 101/264 [02:33<04:06,  1.51s/it, loss=0.373, mat=0.004, sens=0.742, deg=0.000]
Ep 049/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:06,  1.51s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 049/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:05,  1.51s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 049/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  39%|▊ | 103/264 [02:36<04:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:03,  1.51s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:04,  1.53s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:04,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  40%|▊ | 105/264 [02:39<04:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:02,  1.52s/it, loss=0.395, mat=0.003, sens=0.783, deg=0.000]
Ep 049/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<04:03,  1.54s/it, loss=0.395, mat=0.003, sens=0.783, deg=0.000]
Ep 049/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:03,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  41%|▊ | 107/264 [02:42<04:01,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<04:01,  1.54s/it, loss=0.390, mat=0.003, sens=0.773, deg=0.000]
Ep 049/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:58,  1.53s/it, loss=0.390, mat=0.003, sens=0.773, deg=0.000]
Ep 049/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:58,  1.53s/it, loss=0.385, mat=0.002, sens=0.765, deg=0.000]
Ep 049/100 [S3:+sens]:  41%|▊ | 109/264 [02:45<03:56,  1.53s/it, loss=0.385, mat=0.002, sens=0.765, deg=0.000]
Ep 049/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:56,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  42%|▊ | 111/264 [02:48<03:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.52s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 049/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:49,  1.51s/it, loss=0.376, mat=0.003, sens=0.747, deg=0.000]
Ep 049/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  43%|▊ | 113/264 [02:51<03:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  44%|▊ | 115/264 [02:54<03:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:44,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  44%|▉ | 117/264 [02:57<03:42,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:42,  1.51s/it, loss=0.386, mat=0.002, sens=0.766, deg=0.000]
Ep 049/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:40,  1.51s/it, loss=0.386, mat=0.002, sens=0.766, deg=0.000]
Ep 049/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:40,  1.51s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 049/100 [S3:+sens]:  45%|▉ | 119/264 [03:00<03:39,  1.51s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 049/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:39,  1.51s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 049/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:37,  1.51s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 049/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:37,  1.51s/it, loss=0.407, mat=0.005, sens=0.805, deg=0.000]
Ep 049/100 [S3:+sens]:  46%|▉ | 121/264 [03:03<03:36,  1.51s/it, loss=0.407, mat=0.005, sens=0.805, deg=0.000]
Ep 049/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:36,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:34,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:34,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  47%|▉ | 123/264 [03:06<03:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:33,  1.51s/it, loss=0.379, mat=0.004, sens=0.753, deg=0.000]
Ep 049/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:31,  1.51s/it, loss=0.379, mat=0.004, sens=0.753, deg=0.000]
Ep 049/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:31,  1.51s/it, loss=0.369, mat=0.004, sens=0.733, deg=0.000]
Ep 049/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:33,  1.54s/it, loss=0.369, mat=0.004, sens=0.733, deg=0.000]
Ep 049/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:33,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  48%|▉ | 126/264 [03:11<03:30,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:30,  1.53s/it, loss=0.380, mat=0.003, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:28,  1.52s/it, loss=0.380, mat=0.003, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:28,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  48%|▉ | 128/264 [03:14<03:27,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:27,  1.53s/it, loss=0.392, mat=0.004, sens=0.778, deg=0.000]
Ep 049/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:26,  1.53s/it, loss=0.392, mat=0.004, sens=0.778, deg=0.000]
Ep 049/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:26,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  49%|▉ | 130/264 [03:17<03:24,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:24,  1.53s/it, loss=0.389, mat=0.003, sens=0.773, deg=0.000]
Ep 049/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:22,  1.52s/it, loss=0.389, mat=0.003, sens=0.773, deg=0.000]
Ep 049/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  50%|█ | 132/264 [03:20<03:20,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:20,  1.52s/it, loss=0.410, mat=0.003, sens=0.816, deg=0.000]
Ep 049/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:18,  1.52s/it, loss=0.410, mat=0.003, sens=0.816, deg=0.000]
Ep 049/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:18,  1.52s/it, loss=0.394, mat=0.002, sens=0.782, deg=0.000]
Ep 049/100 [S3:+sens]:  51%|█ | 134/264 [03:23<03:16,  1.51s/it, loss=0.394, mat=0.002, sens=0.782, deg=0.000]
Ep 049/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:16,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  52%|█ | 136/264 [03:26<03:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:12,  1.51s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 049/100 [S3:+sens]:  52%|█ | 138/264 [03:29<03:10,  1.51s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 049/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:12,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:12,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  53%|█ | 140/264 [03:32<03:09,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  54%|█ | 142/264 [03:35<03:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:05,  1.52s/it, loss=0.366, mat=0.003, sens=0.728, deg=0.000]
Ep 049/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:03,  1.52s/it, loss=0.366, mat=0.003, sens=0.728, deg=0.000]
Ep 049/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:03,  1.52s/it, loss=0.389, mat=0.003, sens=0.766, deg=0.000]
Ep 049/100 [S3:+sens]:  55%|█ | 144/264 [03:38<03:01,  1.52s/it, loss=0.389, mat=0.003, sens=0.766, deg=0.000]
Ep 049/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:01,  1.52s/it, loss=0.402, mat=0.004, sens=0.800, deg=0.000]
Ep 049/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:00,  1.52s/it, loss=0.402, mat=0.004, sens=0.800, deg=0.000]
Ep 049/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:00,  1.52s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 049/100 [S3:+sens]:  55%|█ | 146/264 [03:41<02:58,  1.51s/it, loss=0.365, mat=0.003, sens=0.725, deg=0.000]
Ep 049/100 [S3:+sens]:  55%|█ | 146/264 [03:43<02:58,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  56%|█ | 147/264 [03:43<02:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  56%|█ | 148/264 [03:44<02:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:55,  1.51s/it, loss=0.399, mat=0.003, sens=0.792, deg=0.000]
Ep 049/100 [S3:+sens]:  56%|█▏| 149/264 [03:46<02:54,  1.51s/it, loss=0.399, mat=0.003, sens=0.792, deg=0.000]
Ep 049/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  57%|█▏| 150/264 [03:47<02:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:52,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  57%|█▏| 151/264 [03:49<02:53,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:53,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:51,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:51,  1.53s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  58%|█▏| 153/264 [03:52<02:51,  1.54s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:51,  1.54s/it, loss=0.406, mat=0.003, sens=0.807, deg=0.000]
Ep 049/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:48,  1.53s/it, loss=0.406, mat=0.003, sens=0.807, deg=0.000]
Ep 049/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  59%|█▏| 155/264 [03:55<02:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:44,  1.53s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  59%|█▏| 157/264 [03:58<02:42,  1.52s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:42,  1.52s/it, loss=0.381, mat=0.003, sens=0.759, deg=0.000]
Ep 049/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:40,  1.52s/it, loss=0.381, mat=0.003, sens=0.759, deg=0.000]
Ep 049/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:40,  1.52s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 049/100 [S3:+sens]:  60%|█▏| 159/264 [04:01<02:39,  1.52s/it, loss=0.391, mat=0.004, sens=0.775, deg=0.000]
Ep 049/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:39,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:37,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:37,  1.52s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  61%|█▏| 161/264 [04:04<02:35,  1.51s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:35,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:34,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:34,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  62%|█▏| 163/264 [04:07<02:33,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:33,  1.52s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:31,  1.52s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  62%|█▎| 165/264 [04:10<02:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:28,  1.52s/it, loss=0.385, mat=0.003, sens=0.765, deg=0.000]
Ep 049/100 [S3:+sens]:  63%|█▎| 167/264 [04:13<02:27,  1.52s/it, loss=0.385, mat=0.003, sens=0.765, deg=0.000]
Ep 049/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:25,  1.52s/it, loss=0.378, mat=0.003, sens=0.751, deg=0.000]
Ep 049/100 [S3:+sens]:  64%|█▎| 169/264 [04:16<02:26,  1.54s/it, loss=0.378, mat=0.003, sens=0.751, deg=0.000]
Ep 049/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:26,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:24,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:24,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:22,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:22,  1.53s/it, loss=0.380, mat=0.002, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:  65%|█▎| 172/264 [04:21<02:20,  1.53s/it, loss=0.380, mat=0.002, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:20,  1.53s/it, loss=0.373, mat=0.002, sens=0.744, deg=0.000]
Ep 049/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:18,  1.52s/it, loss=0.373, mat=0.002, sens=0.744, deg=0.000]
Ep 049/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  66%|█▎| 174/264 [04:24<02:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:15,  1.52s/it, loss=0.370, mat=0.003, sens=0.737, deg=0.000]
Ep 049/100 [S3:+sens]:  67%|█▎| 176/264 [04:27<02:13,  1.52s/it, loss=0.370, mat=0.003, sens=0.737, deg=0.000]
Ep 049/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.52s/it, loss=0.385, mat=0.003, sens=0.766, deg=0.000]
Ep 049/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:12,  1.53s/it, loss=0.385, mat=0.003, sens=0.766, deg=0.000]
Ep 049/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:12,  1.53s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 049/100 [S3:+sens]:  67%|█▎| 178/264 [04:30<02:11,  1.53s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 049/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:09,  1.52s/it, loss=0.374, mat=0.003, sens=0.744, deg=0.000]
Ep 049/100 [S3:+sens]:  68%|█▎| 180/264 [04:33<02:07,  1.52s/it, loss=0.374, mat=0.003, sens=0.744, deg=0.000]
Ep 049/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:06,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  69%|█▍| 182/264 [04:36<02:04,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:02,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  70%|█▍| 184/264 [04:39<02:03,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:03,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<02:00,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<02:00,  1.53s/it, loss=0.383, mat=0.004, sens=0.762, deg=0.000]
Ep 049/100 [S3:+sens]:  70%|█▍| 186/264 [04:42<01:58,  1.52s/it, loss=0.383, mat=0.004, sens=0.762, deg=0.000]
Ep 049/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:57,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:57,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  71%|█▍| 188/264 [04:45<01:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.394, mat=0.004, sens=0.784, deg=0.000]
Ep 049/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.52s/it, loss=0.394, mat=0.004, sens=0.784, deg=0.000]
Ep 049/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  72%|█▍| 190/264 [04:48<01:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:52,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:50,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:50,  1.52s/it, loss=0.376, mat=0.002, sens=0.749, deg=0.000]
Ep 049/100 [S3:+sens]:  73%|█▍| 192/264 [04:51<01:49,  1.52s/it, loss=0.376, mat=0.002, sens=0.749, deg=0.000]
Ep 049/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:46,  1.52s/it, loss=0.414, mat=0.004, sens=0.823, deg=0.000]
Ep 049/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:44,  1.52s/it, loss=0.414, mat=0.004, sens=0.823, deg=0.000]
Ep 049/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:44,  1.52s/it, loss=0.373, mat=0.003, sens=0.743, deg=0.000]
Ep 049/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:44,  1.54s/it, loss=0.373, mat=0.003, sens=0.743, deg=0.000]
Ep 049/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:44,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  75%|█▍| 197/264 [04:59<01:42,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:42,  1.53s/it, loss=0.402, mat=0.004, sens=0.798, deg=0.000]
Ep 049/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:40,  1.53s/it, loss=0.402, mat=0.004, sens=0.798, deg=0.000]
Ep 049/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:40,  1.53s/it, loss=0.392, mat=0.005, sens=0.777, deg=0.000]
Ep 049/100 [S3:+sens]:  75%|█▌| 199/264 [05:02<01:39,  1.53s/it, loss=0.392, mat=0.005, sens=0.777, deg=0.000]
Ep 049/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:39,  1.53s/it, loss=0.388, mat=0.004, sens=0.771, deg=0.000]
Ep 049/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:37,  1.52s/it, loss=0.388, mat=0.004, sens=0.771, deg=0.000]
Ep 049/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:37,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  76%|█▌| 201/264 [05:05<01:36,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:36,  1.53s/it, loss=0.398, mat=0.004, sens=0.791, deg=0.000]
Ep 049/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:34,  1.53s/it, loss=0.398, mat=0.004, sens=0.791, deg=0.000]
Ep 049/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  77%|█▌| 203/264 [05:08<01:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:33,  1.52s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 049/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:31,  1.52s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 049/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:31,  1.52s/it, loss=0.381, mat=0.004, sens=0.755, deg=0.000]
Ep 049/100 [S3:+sens]:  78%|█▌| 205/264 [05:11<01:29,  1.52s/it, loss=0.381, mat=0.004, sens=0.755, deg=0.000]
Ep 049/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:28,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  78%|█▌| 207/264 [05:14<01:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  79%|█▌| 209/264 [05:17<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:23,  1.52s/it, loss=0.383, mat=0.003, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:  80%|█▌| 210/264 [05:19<01:22,  1.52s/it, loss=0.383, mat=0.003, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:22,  1.52s/it, loss=0.402, mat=0.002, sens=0.798, deg=0.000]
Ep 049/100 [S3:+sens]:  80%|█▌| 211/264 [05:20<01:20,  1.52s/it, loss=0.402, mat=0.002, sens=0.798, deg=0.000]
Ep 049/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.52s/it, loss=0.396, mat=0.003, sens=0.785, deg=0.000]
Ep 049/100 [S3:+sens]:  80%|█▌| 212/264 [05:22<01:19,  1.52s/it, loss=0.396, mat=0.003, sens=0.785, deg=0.000]
Ep 049/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:19,  1.52s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 049/100 [S3:+sens]:  81%|█▌| 213/264 [05:23<01:17,  1.52s/it, loss=0.372, mat=0.003, sens=0.740, deg=0.000]
Ep 049/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  81%|█▌| 214/264 [05:25<01:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:15,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:15,  1.54s/it, loss=0.371, mat=0.003, sens=0.737, deg=0.000]
Ep 049/100 [S3:+sens]:  82%|█▋| 216/264 [05:28<01:13,  1.53s/it, loss=0.371, mat=0.003, sens=0.737, deg=0.000]
Ep 049/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:11,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:11,  1.53s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 049/100 [S3:+sens]:  83%|█▋| 218/264 [05:31<01:10,  1.52s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 049/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:10,  1.52s/it, loss=0.401, mat=0.003, sens=0.798, deg=0.000]
Ep 049/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.52s/it, loss=0.401, mat=0.003, sens=0.798, deg=0.000]
Ep 049/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.52s/it, loss=0.403, mat=0.003, sens=0.801, deg=0.000]
Ep 049/100 [S3:+sens]:  83%|█▋| 220/264 [05:34<01:06,  1.52s/it, loss=0.403, mat=0.003, sens=0.801, deg=0.000]
Ep 049/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.52s/it, loss=0.408, mat=0.003, sens=0.811, deg=0.000]
Ep 049/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:05,  1.52s/it, loss=0.408, mat=0.003, sens=0.811, deg=0.000]
Ep 049/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  84%|█▋| 222/264 [05:37<01:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:02,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.52s/it, loss=0.380, mat=0.003, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:  85%|█▋| 224/264 [05:40<01:00,  1.52s/it, loss=0.380, mat=0.003, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:00,  1.52s/it, loss=0.388, mat=0.003, sens=0.773, deg=0.000]
Ep 049/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:59,  1.53s/it, loss=0.388, mat=0.003, sens=0.773, deg=0.000]
Ep 049/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  86%|█▋| 226/264 [05:43<00:58,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:58,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:56,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:56,  1.53s/it, loss=0.383, mat=0.002, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:  86%|█▋| 228/264 [05:46<00:54,  1.52s/it, loss=0.383, mat=0.002, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.52s/it, loss=0.384, mat=0.002, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:54,  1.55s/it, loss=0.384, mat=0.002, sens=0.761, deg=0.000]
Ep 049/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:54,  1.55s/it, loss=0.414, mat=0.005, sens=0.820, deg=0.000]
Ep 049/100 [S3:+sens]:  87%|█▋| 230/264 [05:49<00:52,  1.53s/it, loss=0.414, mat=0.005, sens=0.820, deg=0.000]
Ep 049/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:52,  1.53s/it, loss=0.393, mat=0.003, sens=0.781, deg=0.000]
Ep 049/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:50,  1.53s/it, loss=0.393, mat=0.003, sens=0.781, deg=0.000]
Ep 049/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:50,  1.53s/it, loss=0.379, mat=0.002, sens=0.751, deg=0.000]
Ep 049/100 [S3:+sens]:  88%|█▊| 232/264 [05:52<00:48,  1.53s/it, loss=0.379, mat=0.002, sens=0.751, deg=0.000]
Ep 049/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.53s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:  88%|█▊| 233/264 [05:54<00:47,  1.52s/it, loss=0.382, mat=0.003, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.52s/it, loss=0.394, mat=0.003, sens=0.782, deg=0.000]
Ep 049/100 [S3:+sens]:  89%|█▊| 235/264 [05:57<00:44,  1.52s/it, loss=0.394, mat=0.003, sens=0.782, deg=0.000]
Ep 049/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.52s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 049/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.52s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 049/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:42,  1.52s/it, loss=0.398, mat=0.004, sens=0.790, deg=0.000]
Ep 049/100 [S3:+sens]:  90%|█▊| 237/264 [06:00<00:41,  1.52s/it, loss=0.398, mat=0.004, sens=0.790, deg=0.000]
Ep 049/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  91%|█▊| 239/264 [06:03<00:37,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:37,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  91%|█▊| 240/264 [06:06<00:36,  1.52s/it, loss=0.404, mat=0.003, sens=0.803, deg=0.000]
Ep 049/100 [S3:+sens]:  91%|█▊| 241/264 [06:06<00:35,  1.54s/it, loss=0.404, mat=0.003, sens=0.803, deg=0.000]
Ep 049/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:35,  1.54s/it, loss=0.379, mat=0.002, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.53s/it, loss=0.379, mat=0.002, sens=0.756, deg=0.000]
Ep 049/100 [S3:+sens]:  92%|█▊| 242/264 [06:09<00:33,  1.53s/it, loss=0.367, mat=0.003, sens=0.724, deg=0.000]
Ep 049/100 [S3:+sens]:  92%|█▊| 243/264 [06:09<00:32,  1.53s/it, loss=0.367, mat=0.003, sens=0.724, deg=0.000]
Ep 049/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  92%|█▊| 244/264 [06:12<00:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  93%|█▊| 245/264 [06:12<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  93%|█▊| 246/264 [06:15<00:27,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  94%|█▊| 247/264 [06:15<00:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.393, mat=0.003, sens=0.782, deg=0.000]
Ep 049/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.393, mat=0.003, sens=0.782, deg=0.000]
Ep 049/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  94%|█▉| 249/264 [06:18<00:22,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.53s/it, loss=0.406, mat=0.004, sens=0.805, deg=0.000]
Ep 049/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.53s/it, loss=0.406, mat=0.004, sens=0.805, deg=0.000]
Ep 049/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  95%|█▉| 251/264 [06:21<00:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.53s/it, loss=0.374, mat=0.003, sens=0.744, deg=0.000]
Ep 049/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.52s/it, loss=0.374, mat=0.003, sens=0.744, deg=0.000]
Ep 049/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.393, mat=0.004, sens=0.779, deg=0.000]
Ep 049/100 [S3:+sens]:  96%|█▉| 253/264 [06:24<00:16,  1.52s/it, loss=0.393, mat=0.004, sens=0.779, deg=0.000]
Ep 049/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.381, mat=0.003, sens=0.758, deg=0.000]
Ep 049/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.381, mat=0.003, sens=0.758, deg=0.000]
Ep 049/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 049/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.383, mat=0.005, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.383, mat=0.005, sens=0.760, deg=0.000]
Ep 049/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 049/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 049/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.53s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 049/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.53s/it, loss=0.387, mat=0.004, sens=0.771, deg=0.000]
Ep 049/100 [S3:+sens]:  99%|█▉| 262/264 [06:38<00:03,  1.53s/it, loss=0.387, mat=0.004, sens=0.771, deg=0.000]
Ep 049/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.53s/it, loss=0.424, mat=0.005, sens=0.843, deg=0.000]
Ep 049/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.424, mat=0.005, sens=0.843, deg=0.000]
Ep 049/100 [S3:+sens]: 100%|█▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.429, mat=0.002, sens=0.839, deg=0.000]
Ep 049/100 [S3:+sens]: 100%|██| 264/264 [06:41<00:00,  1.52s/it, loss=0.429, mat=0.002, sens=0.839, deg=0.000]
                                                                                                              
Epoch 049/100 [S3:+sens]  loss=0.2050  mat=0.0032  sens=0.4048  deg=0.0001  orth=0.0010  α=0.5 β=0.5 γ=0.3  402s

Ep 050/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 050/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:19,  2.13s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:19,  2.13s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:43,  1.77s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:43,  1.77s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 050/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:11,  1.65s/it, loss=0.381, mat=0.003, sens=0.757, deg=0.000]
Ep 050/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:11,  1.65s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 050/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:55,  1.60s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 050/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:55,  1.60s/it, loss=0.378, mat=0.005, sens=0.750, deg=0.000]
Ep 050/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:45,  1.57s/it, loss=0.378, mat=0.005, sens=0.750, deg=0.000]
Ep 050/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:45,  1.57s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:39,  1.55s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:39,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:35,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:35,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:31,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:31,  1.53s/it, loss=0.397, mat=0.003, sens=0.791, deg=0.000]
Ep 050/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:32,  1.54s/it, loss=0.397, mat=0.003, sens=0.791, deg=0.000]
Ep 050/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:32,  1.54s/it, loss=0.404, mat=0.004, sens=0.803, deg=0.000]
Ep 050/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:29,  1.53s/it, loss=0.404, mat=0.004, sens=0.803, deg=0.000]
Ep 050/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:26,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:26,  1.53s/it, loss=0.377, mat=0.002, sens=0.750, deg=0.000]
Ep 050/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:32,  1.56s/it, loss=0.377, mat=0.002, sens=0.750, deg=0.000]
Ep 050/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:32,  1.56s/it, loss=0.372, mat=0.002, sens=0.740, deg=0.000]
Ep 050/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:27,  1.55s/it, loss=0.372, mat=0.002, sens=0.740, deg=0.000]
Ep 050/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:27,  1.55s/it, loss=0.380, mat=0.002, sens=0.748, deg=0.000]
Ep 050/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:23,  1.53s/it, loss=0.380, mat=0.002, sens=0.748, deg=0.000]
Ep 050/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:23,  1.53s/it, loss=0.378, mat=0.004, sens=0.749, deg=0.000]
Ep 050/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:20,  1.53s/it, loss=0.378, mat=0.004, sens=0.749, deg=0.000]
Ep 050/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:20,  1.53s/it, loss=0.381, mat=0.004, sens=0.758, deg=0.000]
Ep 050/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:18,  1.52s/it, loss=0.381, mat=0.004, sens=0.758, deg=0.000]
Ep 050/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:18,  1.52s/it, loss=0.385, mat=0.003, sens=0.766, deg=0.000]
Ep 050/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:15,  1.52s/it, loss=0.385, mat=0.003, sens=0.766, deg=0.000]
Ep 050/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:15,  1.52s/it, loss=0.394, mat=0.003, sens=0.784, deg=0.000]
Ep 050/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:13,  1.52s/it, loss=0.394, mat=0.003, sens=0.784, deg=0.000]
Ep 050/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:13,  1.52s/it, loss=0.377, mat=0.002, sens=0.750, deg=0.000]
Ep 050/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:11,  1.52s/it, loss=0.377, mat=0.002, sens=0.750, deg=0.000]
Ep 050/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:11,  1.52s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 050/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:10,  1.52s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 050/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:10,  1.52s/it, loss=0.373, mat=0.004, sens=0.739, deg=0.000]
Ep 050/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:08,  1.52s/it, loss=0.373, mat=0.004, sens=0.739, deg=0.000]
Ep 050/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:08,  1.52s/it, loss=0.376, mat=0.002, sens=0.749, deg=0.000]
Ep 050/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:07,  1.52s/it, loss=0.376, mat=0.002, sens=0.749, deg=0.000]
Ep 050/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:07,  1.52s/it, loss=0.373, mat=0.003, sens=0.740, deg=0.000]
Ep 050/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:05,  1.52s/it, loss=0.373, mat=0.003, sens=0.740, deg=0.000]
Ep 050/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:05,  1.52s/it, loss=0.373, mat=0.003, sens=0.734, deg=0.000]
Ep 050/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:04,  1.52s/it, loss=0.373, mat=0.003, sens=0.734, deg=0.000]
Ep 050/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:04,  1.52s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 050/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:03,  1.52s/it, loss=0.384, mat=0.003, sens=0.763, deg=0.000]
Ep 050/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:06,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:06,  1.54s/it, loss=0.387, mat=0.003, sens=0.766, deg=0.000]
Ep 050/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:03,  1.54s/it, loss=0.387, mat=0.003, sens=0.766, deg=0.000]
Ep 050/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:03,  1.54s/it, loss=0.393, mat=0.004, sens=0.778, deg=0.000]
Ep 050/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<06:01,  1.53s/it, loss=0.393, mat=0.004, sens=0.778, deg=0.000]
Ep 050/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<06:01,  1.53s/it, loss=0.399, mat=0.003, sens=0.793, deg=0.000]
Ep 050/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:58,  1.52s/it, loss=0.399, mat=0.003, sens=0.793, deg=0.000]
Ep 050/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:58,  1.52s/it, loss=0.375, mat=0.003, sens=0.739, deg=0.000]
Ep 050/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:55,  1.52s/it, loss=0.375, mat=0.003, sens=0.739, deg=0.000]
Ep 050/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:54,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:54,  1.52s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 050/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:51,  1.52s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 050/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:51,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:52,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:52,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:50,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:50,  1.53s/it, loss=0.379, mat=0.003, sens=0.750, deg=0.000]
Ep 050/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:48,  1.52s/it, loss=0.379, mat=0.003, sens=0.750, deg=0.000]
Ep 050/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:47,  1.52s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 050/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:45,  1.52s/it, loss=0.381, mat=0.004, sens=0.756, deg=0.000]
Ep 050/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:45,  1.52s/it, loss=0.384, mat=0.004, sens=0.760, deg=0.000]
Ep 050/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:48,  1.54s/it, loss=0.384, mat=0.004, sens=0.760, deg=0.000]
Ep 050/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:48,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:44,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:44,  1.53s/it, loss=0.372, mat=0.002, sens=0.738, deg=0.000]
Ep 050/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:42,  1.53s/it, loss=0.372, mat=0.002, sens=0.738, deg=0.000]
Ep 050/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:42,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:37,  1.52s/it, loss=0.389, mat=0.004, sens=0.773, deg=0.000]
Ep 050/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:35,  1.52s/it, loss=0.389, mat=0.004, sens=0.773, deg=0.000]
Ep 050/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:34,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:32,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:32,  1.52s/it, loss=0.409, mat=0.004, sens=0.813, deg=0.000]
Ep 050/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:30,  1.52s/it, loss=0.409, mat=0.004, sens=0.813, deg=0.000]
Ep 050/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:29,  1.52s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 050/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:27,  1.52s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 050/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:26,  1.52s/it, loss=0.398, mat=0.004, sens=0.789, deg=0.000]
Ep 050/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:25,  1.52s/it, loss=0.398, mat=0.004, sens=0.789, deg=0.000]
Ep 050/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:25,  1.52s/it, loss=0.407, mat=0.003, sens=0.810, deg=0.000]
Ep 050/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:23,  1.52s/it, loss=0.407, mat=0.003, sens=0.810, deg=0.000]
Ep 050/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:23,  1.52s/it, loss=0.386, mat=0.004, sens=0.768, deg=0.000]
Ep 050/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:22,  1.52s/it, loss=0.386, mat=0.004, sens=0.768, deg=0.000]
Ep 050/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:21,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:19,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:19,  1.52s/it, loss=0.400, mat=0.005, sens=0.795, deg=0.000]
Ep 050/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:18,  1.52s/it, loss=0.400, mat=0.005, sens=0.795, deg=0.000]
Ep 050/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:18,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:21,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:21,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:20,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:20,  1.55s/it, loss=0.383, mat=0.003, sens=0.763, deg=0.000]
Ep 050/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:17,  1.54s/it, loss=0.383, mat=0.003, sens=0.763, deg=0.000]
Ep 050/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:17,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:14,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:14,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:12,  1.53s/it, loss=0.371, mat=0.004, sens=0.734, deg=0.000]
Ep 050/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:10,  1.53s/it, loss=0.371, mat=0.004, sens=0.734, deg=0.000]
Ep 050/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:10,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:07,  1.52s/it, loss=0.409, mat=0.004, sens=0.814, deg=0.000]
Ep 050/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:05,  1.52s/it, loss=0.409, mat=0.004, sens=0.814, deg=0.000]
Ep 050/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:05,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:04,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:02,  1.52s/it, loss=0.393, mat=0.002, sens=0.774, deg=0.000]
Ep 050/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:00,  1.52s/it, loss=0.393, mat=0.002, sens=0.774, deg=0.000]
Ep 050/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:00,  1.52s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 050/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:59,  1.52s/it, loss=0.385, mat=0.003, sens=0.767, deg=0.000]
Ep 050/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<04:59,  1.52s/it, loss=0.370, mat=0.003, sens=0.736, deg=0.000]
Ep 050/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:57,  1.52s/it, loss=0.370, mat=0.003, sens=0.736, deg=0.000]
Ep 050/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:57,  1.52s/it, loss=0.394, mat=0.003, sens=0.782, deg=0.000]
Ep 050/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:55,  1.52s/it, loss=0.394, mat=0.003, sens=0.782, deg=0.000]
Ep 050/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:55,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:54,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:54,  1.52s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 050/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:56,  1.54s/it, loss=0.383, mat=0.003, sens=0.762, deg=0.000]
Ep 050/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:56,  1.54s/it, loss=0.385, mat=0.002, sens=0.762, deg=0.000]
Ep 050/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:54,  1.53s/it, loss=0.385, mat=0.002, sens=0.762, deg=0.000]
Ep 050/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:54,  1.53s/it, loss=0.400, mat=0.003, sens=0.794, deg=0.000]
Ep 050/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:51,  1.53s/it, loss=0.400, mat=0.003, sens=0.794, deg=0.000]
Ep 050/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:51,  1.53s/it, loss=0.381, mat=0.004, sens=0.757, deg=0.000]
Ep 050/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:49,  1.52s/it, loss=0.381, mat=0.004, sens=0.757, deg=0.000]
Ep 050/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:49,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:47,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:47,  1.52s/it, loss=0.391, mat=0.002, sens=0.779, deg=0.000]
Ep 050/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:46,  1.52s/it, loss=0.391, mat=0.002, sens=0.779, deg=0.000]
Ep 050/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:46,  1.52s/it, loss=0.392, mat=0.003, sens=0.781, deg=0.000]
Ep 050/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:44,  1.52s/it, loss=0.392, mat=0.003, sens=0.781, deg=0.000]
Ep 050/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:44,  1.52s/it, loss=0.409, mat=0.003, sens=0.784, deg=0.000]
Ep 050/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:42,  1.52s/it, loss=0.409, mat=0.003, sens=0.784, deg=0.000]
Ep 050/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:42,  1.52s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 050/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:41,  1.52s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 050/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:39,  1.52s/it, loss=0.379, mat=0.004, sens=0.753, deg=0.000]
Ep 050/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:38,  1.52s/it, loss=0.379, mat=0.004, sens=0.753, deg=0.000]
Ep 050/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:38,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:39,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:39,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:41,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:41,  1.56s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:38,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:38,  1.55s/it, loss=0.370, mat=0.004, sens=0.735, deg=0.000]
Ep 050/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:35,  1.54s/it, loss=0.370, mat=0.004, sens=0.735, deg=0.000]
Ep 050/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:35,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:32,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:32,  1.53s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 050/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:30,  1.53s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 050/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:30,  1.53s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 050/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:28,  1.53s/it, loss=0.380, mat=0.004, sens=0.753, deg=0.000]
Ep 050/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:27,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:25,  1.52s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 050/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:23,  1.52s/it, loss=0.365, mat=0.003, sens=0.726, deg=0.000]
Ep 050/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:23,  1.52s/it, loss=0.378, mat=0.004, sens=0.748, deg=0.000]
Ep 050/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:21,  1.52s/it, loss=0.378, mat=0.004, sens=0.748, deg=0.000]
Ep 050/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:21,  1.52s/it, loss=0.378, mat=0.002, sens=0.749, deg=0.000]
Ep 050/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:19,  1.52s/it, loss=0.378, mat=0.002, sens=0.749, deg=0.000]
Ep 050/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:19,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:18,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:16,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:15,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:15,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:14,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:14,  1.52s/it, loss=0.379, mat=0.003, sens=0.751, deg=0.000]
Ep 050/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.379, mat=0.003, sens=0.751, deg=0.000]
Ep 050/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:12,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:10,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:10,  1.52s/it, loss=0.386, mat=0.002, sens=0.759, deg=0.000]
Ep 050/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:09,  1.52s/it, loss=0.386, mat=0.002, sens=0.759, deg=0.000]
Ep 050/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:09,  1.52s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 050/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:07,  1.52s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 050/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:07,  1.52s/it, loss=0.366, mat=0.003, sens=0.728, deg=0.000]
Ep 050/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:09,  1.54s/it, loss=0.366, mat=0.003, sens=0.728, deg=0.000]
Ep 050/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:09,  1.54s/it, loss=0.390, mat=0.004, sens=0.773, deg=0.000]
Ep 050/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:07,  1.53s/it, loss=0.390, mat=0.004, sens=0.773, deg=0.000]
Ep 050/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:07,  1.53s/it, loss=0.378, mat=0.002, sens=0.753, deg=0.000]
Ep 050/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:04,  1.53s/it, loss=0.378, mat=0.002, sens=0.753, deg=0.000]
Ep 050/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:04,  1.53s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 050/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:02,  1.53s/it, loss=0.379, mat=0.003, sens=0.752, deg=0.000]
Ep 050/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:02,  1.53s/it, loss=0.384, mat=0.003, sens=0.760, deg=0.000]
Ep 050/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:02,  1.53s/it, loss=0.384, mat=0.003, sens=0.760, deg=0.000]
Ep 050/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:02,  1.53s/it, loss=0.376, mat=0.003, sens=0.746, deg=0.000]
Ep 050/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<04:00,  1.53s/it, loss=0.376, mat=0.003, sens=0.746, deg=0.000]
Ep 050/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<04:00,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:58,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:54,  1.53s/it, loss=0.367, mat=0.004, sens=0.729, deg=0.000]
Ep 050/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:53,  1.52s/it, loss=0.367, mat=0.004, sens=0.729, deg=0.000]
Ep 050/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 050/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:51,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 050/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:51,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:49,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 050/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 050/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:48,  1.52s/it, loss=0.380, mat=0.004, sens=0.755, deg=0.000]
Ep 050/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:46,  1.52s/it, loss=0.380, mat=0.004, sens=0.755, deg=0.000]
Ep 050/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:48,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  44%|▉ | 116/264 [02:59<03:48,  1.55s/it, loss=0.379, mat=0.004, sens=0.746, deg=0.013]
Ep 050/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:46,  1.54s/it, loss=0.379, mat=0.004, sens=0.746, deg=0.013]
Ep 050/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:46,  1.54s/it, loss=0.366, mat=0.004, sens=0.728, deg=0.000]
Ep 050/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:43,  1.53s/it, loss=0.366, mat=0.004, sens=0.728, deg=0.000]
Ep 050/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:41,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:39,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:38,  1.53s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 050/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:36,  1.53s/it, loss=0.379, mat=0.003, sens=0.753, deg=0.000]
Ep 050/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:35,  1.53s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 050/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:33,  1.52s/it, loss=0.379, mat=0.003, sens=0.754, deg=0.000]
Ep 050/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:31,  1.52s/it, loss=0.380, mat=0.003, sens=0.756, deg=0.000]
Ep 050/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:30,  1.53s/it, loss=0.380, mat=0.003, sens=0.756, deg=0.000]
Ep 050/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:30,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:29,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:30,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:30,  1.55s/it, loss=0.389, mat=0.004, sens=0.774, deg=0.000]
Ep 050/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:27,  1.54s/it, loss=0.389, mat=0.004, sens=0.774, deg=0.000]
Ep 050/100 [S3:+sens]:  49%|▉ | 129/264 [03:19<03:27,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:26,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:26,  1.54s/it, loss=0.383, mat=0.003, sens=0.761, deg=0.000]
Ep 050/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:24,  1.54s/it, loss=0.383, mat=0.003, sens=0.761, deg=0.000]
Ep 050/100 [S3:+sens]:  50%|▉ | 131/264 [03:22<03:24,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:22,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  50%|█ | 132/264 [03:23<03:22,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:20,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  50%|█ | 133/264 [03:25<03:20,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:18,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:18,  1.53s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 050/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:16,  1.53s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 050/100 [S3:+sens]:  51%|█ | 135/264 [03:28<03:16,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  52%|█ | 136/264 [03:29<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  52%|█ | 137/264 [03:31<03:13,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:11,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:10,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  53%|█ | 139/264 [03:34<03:10,  1.52s/it, loss=0.378, mat=0.002, sens=0.752, deg=0.000]
Ep 050/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:08,  1.52s/it, loss=0.378, mat=0.002, sens=0.752, deg=0.000]
Ep 050/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:08,  1.52s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 050/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:07,  1.52s/it, loss=0.377, mat=0.004, sens=0.748, deg=0.000]
Ep 050/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:07,  1.52s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.000]
Ep 050/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:06,  1.52s/it, loss=0.387, mat=0.004, sens=0.769, deg=0.000]
Ep 050/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:06,  1.52s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 050/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:04,  1.52s/it, loss=0.383, mat=0.002, sens=0.763, deg=0.000]
Ep 050/100 [S3:+sens]:  54%|█ | 143/264 [03:40<03:04,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:02,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  55%|█ | 145/264 [03:43<03:01,  1.53s/it, loss=0.396, mat=0.003, sens=0.787, deg=0.000]
Ep 050/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:02,  1.55s/it, loss=0.396, mat=0.003, sens=0.787, deg=0.000]
Ep 050/100 [S3:+sens]:  55%|█ | 146/264 [03:44<03:02,  1.55s/it, loss=0.384, mat=0.003, sens=0.764, deg=0.000]
Ep 050/100 [S3:+sens]:  56%|█ | 147/264 [03:44<03:00,  1.54s/it, loss=0.384, mat=0.003, sens=0.764, deg=0.000]
Ep 050/100 [S3:+sens]:  56%|█ | 147/264 [03:46<03:00,  1.54s/it, loss=0.367, mat=0.004, sens=0.729, deg=0.000]
Ep 050/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:58,  1.54s/it, loss=0.367, mat=0.004, sens=0.729, deg=0.000]
Ep 050/100 [S3:+sens]:  56%|█ | 148/264 [03:48<02:58,  1.54s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 050/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:55,  1.53s/it, loss=0.382, mat=0.004, sens=0.758, deg=0.000]
Ep 050/100 [S3:+sens]:  56%|█▏| 149/264 [03:49<02:55,  1.53s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 050/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:54,  1.53s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 050/100 [S3:+sens]:  57%|█▏| 150/264 [03:51<02:54,  1.53s/it, loss=0.390, mat=0.002, sens=0.776, deg=0.001]
Ep 050/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:52,  1.53s/it, loss=0.390, mat=0.002, sens=0.776, deg=0.001]
Ep 050/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:52,  1.53s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 050/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:50,  1.53s/it, loss=0.380, mat=0.003, sens=0.755, deg=0.000]
Ep 050/100 [S3:+sens]:  58%|█▏| 152/264 [03:54<02:50,  1.53s/it, loss=0.380, mat=0.003, sens=0.757, deg=0.000]
Ep 050/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:49,  1.52s/it, loss=0.380, mat=0.003, sens=0.757, deg=0.000]
Ep 050/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:49,  1.52s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 050/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:48,  1.53s/it, loss=0.387, mat=0.003, sens=0.770, deg=0.000]
Ep 050/100 [S3:+sens]:  58%|█▏| 154/264 [03:57<02:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:47,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:47,  1.53s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 050/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:45,  1.53s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 050/100 [S3:+sens]:  59%|█▏| 156/264 [04:00<02:45,  1.53s/it, loss=0.380, mat=0.004, sens=0.755, deg=0.000]
Ep 050/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:43,  1.53s/it, loss=0.380, mat=0.004, sens=0.755, deg=0.000]
Ep 050/100 [S3:+sens]:  59%|█▏| 157/264 [04:01<02:43,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:41,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  60%|█▏| 158/264 [04:03<02:41,  1.53s/it, loss=0.393, mat=0.004, sens=0.779, deg=0.000]
Ep 050/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:40,  1.53s/it, loss=0.393, mat=0.004, sens=0.779, deg=0.000]
Ep 050/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:40,  1.53s/it, loss=0.371, mat=0.003, sens=0.735, deg=0.000]
Ep 050/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:38,  1.53s/it, loss=0.371, mat=0.003, sens=0.735, deg=0.000]
Ep 050/100 [S3:+sens]:  61%|█▏| 160/264 [04:06<02:38,  1.53s/it, loss=0.394, mat=0.004, sens=0.783, deg=0.000]
Ep 050/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:39,  1.55s/it, loss=0.394, mat=0.004, sens=0.783, deg=0.000]
Ep 050/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:39,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:37,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  61%|█▏| 162/264 [04:09<02:37,  1.54s/it, loss=0.394, mat=0.003, sens=0.783, deg=0.000]
Ep 050/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:35,  1.54s/it, loss=0.394, mat=0.003, sens=0.783, deg=0.000]
Ep 050/100 [S3:+sens]:  62%|█▏| 163/264 [04:11<02:35,  1.54s/it, loss=0.393, mat=0.003, sens=0.781, deg=0.000]
Ep 050/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:33,  1.53s/it, loss=0.393, mat=0.003, sens=0.781, deg=0.000]
Ep 050/100 [S3:+sens]:  62%|█▏| 164/264 [04:12<02:33,  1.53s/it, loss=0.396, mat=0.003, sens=0.788, deg=0.000]
Ep 050/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:31,  1.53s/it, loss=0.396, mat=0.003, sens=0.788, deg=0.000]
Ep 050/100 [S3:+sens]:  62%|█▎| 165/264 [04:14<02:31,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  63%|█▎| 166/264 [04:15<02:29,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:28,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  63%|█▎| 167/264 [04:17<02:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:26,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  64%|█▎| 168/264 [04:18<02:26,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:24,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  64%|█▎| 169/264 [04:20<02:24,  1.53s/it, loss=0.394, mat=0.003, sens=0.785, deg=0.000]
Ep 050/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:23,  1.53s/it, loss=0.394, mat=0.003, sens=0.785, deg=0.000]
Ep 050/100 [S3:+sens]:  64%|█▎| 170/264 [04:21<02:23,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:22,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  65%|█▎| 171/264 [04:23<02:22,  1.53s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 050/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:20,  1.53s/it, loss=0.384, mat=0.004, sens=0.763, deg=0.000]
Ep 050/100 [S3:+sens]:  65%|█▎| 172/264 [04:24<02:20,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:21,  1.55s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  66%|█▎| 173/264 [04:26<02:21,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:18,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:18,  1.54s/it, loss=0.409, mat=0.002, sens=0.813, deg=0.000]
Ep 050/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:16,  1.54s/it, loss=0.409, mat=0.002, sens=0.813, deg=0.000]
Ep 050/100 [S3:+sens]:  66%|█▎| 175/264 [04:29<02:16,  1.54s/it, loss=0.396, mat=0.003, sens=0.787, deg=0.000]
Ep 050/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:14,  1.53s/it, loss=0.396, mat=0.003, sens=0.787, deg=0.000]
Ep 050/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:14,  1.53s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 050/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:13,  1.53s/it, loss=0.388, mat=0.003, sens=0.770, deg=0.000]
Ep 050/100 [S3:+sens]:  67%|█▎| 177/264 [04:32<02:13,  1.53s/it, loss=0.380, mat=0.002, sens=0.756, deg=0.000]
Ep 050/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:12,  1.54s/it, loss=0.380, mat=0.002, sens=0.756, deg=0.000]
Ep 050/100 [S3:+sens]:  67%|█▎| 178/264 [04:34<02:12,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:10,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  68%|█▎| 179/264 [04:35<02:10,  1.54s/it, loss=0.381, mat=0.002, sens=0.758, deg=0.000]
Ep 050/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:08,  1.53s/it, loss=0.381, mat=0.002, sens=0.758, deg=0.000]
Ep 050/100 [S3:+sens]:  68%|█▎| 180/264 [04:37<02:08,  1.53s/it, loss=0.412, mat=0.003, sens=0.820, deg=0.000]
Ep 050/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:06,  1.53s/it, loss=0.412, mat=0.003, sens=0.820, deg=0.000]
Ep 050/100 [S3:+sens]:  69%|█▎| 181/264 [04:38<02:06,  1.53s/it, loss=0.386, mat=0.003, sens=0.769, deg=0.000]
Ep 050/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:05,  1.53s/it, loss=0.386, mat=0.003, sens=0.769, deg=0.000]
Ep 050/100 [S3:+sens]:  69%|█▍| 182/264 [04:40<02:05,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:03,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  69%|█▍| 183/264 [04:41<02:03,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:01,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  70%|█▍| 184/264 [04:43<02:01,  1.52s/it, loss=0.382, mat=0.002, sens=0.760, deg=0.000]
Ep 050/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.52s/it, loss=0.382, mat=0.002, sens=0.760, deg=0.000]
Ep 050/100 [S3:+sens]:  70%|█▍| 185/264 [04:44<02:00,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  70%|█▍| 186/264 [04:46<01:58,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:57,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  71%|█▍| 187/264 [04:47<01:57,  1.52s/it, loss=0.405, mat=0.004, sens=0.805, deg=0.000]
Ep 050/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.405, mat=0.004, sens=0.805, deg=0.000]
Ep 050/100 [S3:+sens]:  71%|█▍| 188/264 [04:49<01:55,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:54,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  72%|█▍| 189/264 [04:50<01:54,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:52,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  72%|█▍| 190/264 [04:52<01:52,  1.52s/it, loss=0.395, mat=0.003, sens=0.786, deg=0.000]
Ep 050/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:51,  1.52s/it, loss=0.395, mat=0.003, sens=0.786, deg=0.000]
Ep 050/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:51,  1.52s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 050/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:51,  1.54s/it, loss=0.388, mat=0.004, sens=0.770, deg=0.000]
Ep 050/100 [S3:+sens]:  73%|█▍| 192/264 [04:55<01:51,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:49,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  73%|█▍| 193/264 [04:56<01:49,  1.54s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 050/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:47,  1.53s/it, loss=0.378, mat=0.003, sens=0.752, deg=0.000]
Ep 050/100 [S3:+sens]:  73%|█▍| 194/264 [04:58<01:47,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  74%|█▍| 196/264 [05:01<01:43,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:42,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  75%|█▍| 197/264 [05:03<01:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  75%|█▌| 198/264 [05:04<01:40,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  75%|█▌| 199/264 [05:06<01:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  76%|█▌| 200/264 [05:07<01:37,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 050/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.52s/it, loss=0.377, mat=0.004, sens=0.749, deg=0.000]
Ep 050/100 [S3:+sens]:  76%|█▌| 201/264 [05:09<01:35,  1.52s/it, loss=0.399, mat=0.003, sens=0.794, deg=0.000]
Ep 050/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.53s/it, loss=0.399, mat=0.003, sens=0.794, deg=0.000]
Ep 050/100 [S3:+sens]:  77%|█▌| 202/264 [05:10<01:34,  1.53s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 050/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:33,  1.53s/it, loss=0.389, mat=0.003, sens=0.774, deg=0.000]
Ep 050/100 [S3:+sens]:  77%|█▌| 203/264 [05:12<01:33,  1.53s/it, loss=0.406, mat=0.004, sens=0.806, deg=0.000]
Ep 050/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:31,  1.53s/it, loss=0.406, mat=0.004, sens=0.806, deg=0.000]
Ep 050/100 [S3:+sens]:  77%|█▌| 204/264 [05:13<01:31,  1.53s/it, loss=0.390, mat=0.003, sens=0.776, deg=0.000]
Ep 050/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:30,  1.53s/it, loss=0.390, mat=0.003, sens=0.776, deg=0.000]
Ep 050/100 [S3:+sens]:  78%|█▌| 205/264 [05:15<01:30,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:29,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  78%|█▌| 206/264 [05:16<01:29,  1.55s/it, loss=0.399, mat=0.004, sens=0.790, deg=0.000]
Ep 050/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:27,  1.54s/it, loss=0.399, mat=0.004, sens=0.790, deg=0.000]
Ep 050/100 [S3:+sens]:  78%|█▌| 207/264 [05:18<01:27,  1.54s/it, loss=0.401, mat=0.002, sens=0.799, deg=0.000]
Ep 050/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:26,  1.54s/it, loss=0.401, mat=0.002, sens=0.799, deg=0.000]
Ep 050/100 [S3:+sens]:  79%|█▌| 208/264 [05:19<01:26,  1.54s/it, loss=0.399, mat=0.003, sens=0.793, deg=0.000]
Ep 050/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:24,  1.53s/it, loss=0.399, mat=0.003, sens=0.793, deg=0.000]
Ep 050/100 [S3:+sens]:  79%|█▌| 209/264 [05:21<01:24,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:22,  1.53s/it, loss=0.395, mat=0.003, sens=0.785, deg=0.000]
Ep 050/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.53s/it, loss=0.395, mat=0.003, sens=0.785, deg=0.000]
Ep 050/100 [S3:+sens]:  80%|█▌| 211/264 [05:24<01:20,  1.53s/it, loss=0.388, mat=0.003, sens=0.771, deg=0.000]
Ep 050/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.53s/it, loss=0.388, mat=0.003, sens=0.771, deg=0.000]
Ep 050/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.53s/it, loss=0.415, mat=0.004, sens=0.821, deg=0.000]
Ep 050/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.53s/it, loss=0.415, mat=0.004, sens=0.821, deg=0.000]
Ep 050/100 [S3:+sens]:  81%|█▌| 213/264 [05:27<01:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  81%|█▌| 214/264 [05:29<01:16,  1.52s/it, loss=0.408, mat=0.001, sens=0.813, deg=0.000]
Ep 050/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:14,  1.52s/it, loss=0.408, mat=0.001, sens=0.813, deg=0.000]
Ep 050/100 [S3:+sens]:  81%|█▋| 215/264 [05:30<01:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  82%|█▋| 216/264 [05:32<01:13,  1.52s/it, loss=0.419, mat=0.004, sens=0.832, deg=0.000]
Ep 050/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.52s/it, loss=0.419, mat=0.004, sens=0.832, deg=0.000]
Ep 050/100 [S3:+sens]:  82%|█▋| 217/264 [05:33<01:11,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:11,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  83%|█▋| 218/264 [05:35<01:11,  1.54s/it, loss=0.391, mat=0.004, sens=0.778, deg=0.000]
Ep 050/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:09,  1.54s/it, loss=0.391, mat=0.004, sens=0.778, deg=0.000]
Ep 050/100 [S3:+sens]:  83%|█▋| 219/264 [05:36<01:09,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:07,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  83%|█▋| 220/264 [05:38<01:07,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  84%|█▋| 221/264 [05:39<01:05,  1.53s/it, loss=0.418, mat=0.003, sens=0.830, deg=0.000]
Ep 050/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:04,  1.53s/it, loss=0.418, mat=0.003, sens=0.830, deg=0.000]
Ep 050/100 [S3:+sens]:  84%|█▋| 222/264 [05:41<01:04,  1.53s/it, loss=0.382, mat=0.002, sens=0.761, deg=0.000]
Ep 050/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.53s/it, loss=0.382, mat=0.002, sens=0.761, deg=0.000]
Ep 050/100 [S3:+sens]:  84%|█▋| 223/264 [05:42<01:02,  1.53s/it, loss=0.421, mat=0.004, sens=0.833, deg=0.000]
Ep 050/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:01,  1.53s/it, loss=0.421, mat=0.004, sens=0.833, deg=0.000]
Ep 050/100 [S3:+sens]:  85%|█▋| 224/264 [05:44<01:01,  1.53s/it, loss=0.418, mat=0.004, sens=0.832, deg=0.000]
Ep 050/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.52s/it, loss=0.418, mat=0.004, sens=0.832, deg=0.000]
Ep 050/100 [S3:+sens]:  85%|█▋| 225/264 [05:45<00:59,  1.52s/it, loss=0.403, mat=0.003, sens=0.795, deg=0.000]
Ep 050/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:58,  1.53s/it, loss=0.403, mat=0.003, sens=0.795, deg=0.000]
Ep 050/100 [S3:+sens]:  86%|█▋| 226/264 [05:47<00:58,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  86%|█▋| 227/264 [05:48<00:56,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:55,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  86%|█▋| 228/264 [05:50<00:55,  1.53s/it, loss=0.397, mat=0.003, sens=0.790, deg=0.000]
Ep 050/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.53s/it, loss=0.397, mat=0.003, sens=0.790, deg=0.000]
Ep 050/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:53,  1.53s/it, loss=0.397, mat=0.003, sens=0.790, deg=0.000]
Ep 050/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.53s/it, loss=0.397, mat=0.003, sens=0.790, deg=0.000]
Ep 050/100 [S3:+sens]:  87%|█▋| 230/264 [05:53<00:51,  1.53s/it, loss=0.424, mat=0.004, sens=0.844, deg=0.000]
Ep 050/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.53s/it, loss=0.424, mat=0.004, sens=0.844, deg=0.000]
Ep 050/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:50,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  88%|█▊| 232/264 [05:56<00:48,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  88%|█▊| 233/264 [05:58<00:47,  1.52s/it, loss=0.430, mat=0.003, sens=0.854, deg=0.000]
Ep 050/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:45,  1.52s/it, loss=0.430, mat=0.003, sens=0.854, deg=0.000]
Ep 050/100 [S3:+sens]:  89%|█▊| 234/264 [05:59<00:45,  1.52s/it, loss=0.408, mat=0.004, sens=0.809, deg=0.000]
Ep 050/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.52s/it, loss=0.408, mat=0.004, sens=0.809, deg=0.000]
Ep 050/100 [S3:+sens]:  89%|█▊| 235/264 [06:01<00:44,  1.52s/it, loss=0.432, mat=0.003, sens=0.860, deg=0.000]
Ep 050/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:43,  1.55s/it, loss=0.432, mat=0.003, sens=0.860, deg=0.000]
Ep 050/100 [S3:+sens]:  89%|█▊| 236/264 [06:02<00:43,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  90%|█▊| 237/264 [06:04<00:41,  1.54s/it, loss=0.414, mat=0.003, sens=0.820, deg=0.000]
Ep 050/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.53s/it, loss=0.414, mat=0.003, sens=0.820, deg=0.000]
Ep 050/100 [S3:+sens]:  90%|█▊| 238/264 [06:05<00:39,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:38,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  91%|█▊| 239/264 [06:07<00:38,  1.53s/it, loss=0.406, mat=0.003, sens=0.801, deg=0.000]
Ep 050/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.53s/it, loss=0.406, mat=0.003, sens=0.801, deg=0.000]
Ep 050/100 [S3:+sens]:  91%|█▊| 240/264 [06:08<00:36,  1.53s/it, loss=0.398, mat=0.002, sens=0.787, deg=0.000]
Ep 050/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:35,  1.53s/it, loss=0.398, mat=0.002, sens=0.787, deg=0.000]
Ep 050/100 [S3:+sens]:  91%|█▊| 241/264 [06:10<00:35,  1.53s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  92%|█▊| 242/264 [06:11<00:33,  1.52s/it, loss=0.427, mat=0.003, sens=0.842, deg=0.000]
Ep 050/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:32,  1.52s/it, loss=0.427, mat=0.003, sens=0.842, deg=0.000]
Ep 050/100 [S3:+sens]:  92%|█▊| 243/264 [06:13<00:32,  1.52s/it, loss=0.022, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.53s/it, loss=0.022, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  92%|█▊| 244/264 [06:14<00:30,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  93%|█▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  93%|█▊| 246/264 [06:17<00:27,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  94%|█▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  94%|█▉| 248/264 [06:20<00:24,  1.52s/it, loss=0.429, mat=0.004, sens=0.849, deg=0.000]
Ep 050/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.429, mat=0.004, sens=0.849, deg=0.000]
Ep 050/100 [S3:+sens]:  94%|█▉| 249/264 [06:22<00:22,  1.52s/it, loss=0.413, mat=0.003, sens=0.822, deg=0.000]
Ep 050/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.53s/it, loss=0.413, mat=0.003, sens=0.822, deg=0.000]
Ep 050/100 [S3:+sens]:  95%|█▉| 250/264 [06:24<00:21,  1.53s/it, loss=0.398, mat=0.003, sens=0.788, deg=0.000]
Ep 050/100 [S3:+sens]:  95%|█▉| 251/264 [06:24<00:20,  1.55s/it, loss=0.398, mat=0.003, sens=0.788, deg=0.000]
Ep 050/100 [S3:+sens]:  95%|█▉| 251/264 [06:25<00:20,  1.55s/it, loss=0.391, mat=0.003, sens=0.777, deg=0.000]
Ep 050/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.54s/it, loss=0.391, mat=0.003, sens=0.777, deg=0.000]
Ep 050/100 [S3:+sens]:  95%|█▉| 252/264 [06:27<00:18,  1.54s/it, loss=0.423, mat=0.002, sens=0.842, deg=0.000]
Ep 050/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.54s/it, loss=0.423, mat=0.002, sens=0.842, deg=0.000]
Ep 050/100 [S3:+sens]:  96%|█▉| 253/264 [06:28<00:16,  1.54s/it, loss=0.397, mat=0.002, sens=0.789, deg=0.000]
Ep 050/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.397, mat=0.002, sens=0.789, deg=0.000]
Ep 050/100 [S3:+sens]:  96%|█▉| 254/264 [06:30<00:15,  1.53s/it, loss=0.416, mat=0.003, sens=0.827, deg=0.000]
Ep 050/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.416, mat=0.003, sens=0.827, deg=0.000]
Ep 050/100 [S3:+sens]:  97%|█▉| 255/264 [06:31<00:13,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  97%|█▉| 256/264 [06:33<00:12,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  97%|█▉| 257/264 [06:34<00:10,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  98%|█▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.414, mat=0.004, sens=0.823, deg=0.000]
Ep 050/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.414, mat=0.004, sens=0.823, deg=0.000]
Ep 050/100 [S3:+sens]:  98%|█▉| 259/264 [06:37<00:07,  1.52s/it, loss=0.413, mat=0.004, sens=0.816, deg=0.000]
Ep 050/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.413, mat=0.004, sens=0.816, deg=0.000]
Ep 050/100 [S3:+sens]:  98%|█▉| 260/264 [06:39<00:06,  1.52s/it, loss=0.413, mat=0.003, sens=0.819, deg=0.000]
Ep 050/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.413, mat=0.003, sens=0.819, deg=0.000]
Ep 050/100 [S3:+sens]:  99%|█▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]:  99%|█▉| 262/264 [06:42<00:03,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 050/100 [S3:+sens]: 100%|█▉| 263/264 [06:43<00:01,  1.55s/it, loss=0.423, mat=0.003, sens=0.841, deg=0.000]
Ep 050/100 [S3:+sens]: 100%|██| 264/264 [06:43<00:00,  1.54s/it, loss=0.423, mat=0.003, sens=0.841, deg=0.000]
                                                                                                              
Epoch 050/100 [S3:+sens]  loss=0.2247  mat=0.0032  sens=0.4436  deg=0.0002  orth=0.0013  α=0.5 β=0.5 γ=0.3  404s

Ep 051/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 051/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.416, mat=0.003, sens=0.828, deg=0.000]
Ep 051/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:39,  2.20s/it, loss=0.416, mat=0.003, sens=0.828, deg=0.000]
Ep 051/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:39,  2.20s/it, loss=0.437, mat=0.004, sens=0.870, deg=0.000]
Ep 051/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:51,  1.80s/it, loss=0.437, mat=0.004, sens=0.870, deg=0.000]
Ep 051/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:51,  1.80s/it, loss=0.423, mat=0.003, sens=0.841, deg=0.000]
Ep 051/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:16,  1.67s/it, loss=0.423, mat=0.003, sens=0.841, deg=0.000]
Ep 051/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:16,  1.67s/it, loss=0.421, mat=0.003, sens=0.839, deg=0.000]
Ep 051/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:58,  1.61s/it, loss=0.421, mat=0.003, sens=0.839, deg=0.000]
Ep 051/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:58,  1.61s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:48,  1.58s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:48,  1.58s/it, loss=0.409, mat=0.002, sens=0.815, deg=0.000]
Ep 051/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:41,  1.56s/it, loss=0.409, mat=0.002, sens=0.815, deg=0.000]
Ep 051/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:41,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:36,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:36,  1.54s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.014]
Ep 051/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:32,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.014]
Ep 051/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:32,  1.53s/it, loss=0.471, mat=0.003, sens=0.937, deg=0.000]
Ep 051/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:30,  1.53s/it, loss=0.471, mat=0.003, sens=0.937, deg=0.000]
Ep 051/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:30,  1.53s/it, loss=0.415, mat=0.003, sens=0.826, deg=0.000]
Ep 051/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:31,  1.54s/it, loss=0.415, mat=0.003, sens=0.826, deg=0.000]
Ep 051/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:31,  1.54s/it, loss=0.428, mat=0.004, sens=0.851, deg=0.000]
Ep 051/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:29,  1.54s/it, loss=0.428, mat=0.004, sens=0.851, deg=0.000]
Ep 051/100 [S3:+sens]:   4%|▏  | 11/264 [00:19<06:29,  1.54s/it, loss=0.430, mat=0.003, sens=0.856, deg=0.000]
Ep 051/100 [S3:+sens]:   5%|▏  | 12/264 [00:19<06:35,  1.57s/it, loss=0.430, mat=0.003, sens=0.856, deg=0.000]
Ep 051/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:35,  1.57s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:29,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:   5%|▏  | 13/264 [00:22<06:29,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:   5%|▏  | 14/264 [00:22<06:25,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:25,  1.54s/it, loss=0.444, mat=0.003, sens=0.882, deg=0.000]
Ep 051/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:23,  1.54s/it, loss=0.444, mat=0.003, sens=0.882, deg=0.000]
Ep 051/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:23,  1.54s/it, loss=0.450, mat=0.002, sens=0.893, deg=0.000]
Ep 051/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:19,  1.53s/it, loss=0.450, mat=0.002, sens=0.893, deg=0.000]
Ep 051/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:19,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:17,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:17,  1.53s/it, loss=0.430, mat=0.002, sens=0.853, deg=0.000]
Ep 051/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:14,  1.52s/it, loss=0.430, mat=0.002, sens=0.853, deg=0.000]
Ep 051/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:14,  1.52s/it, loss=0.434, mat=0.003, sens=0.863, deg=0.001]
Ep 051/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:13,  1.52s/it, loss=0.434, mat=0.003, sens=0.863, deg=0.001]
Ep 051/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:13,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:11,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:11,  1.52s/it, loss=0.439, mat=0.003, sens=0.871, deg=0.001]
Ep 051/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:10,  1.52s/it, loss=0.439, mat=0.003, sens=0.871, deg=0.001]
Ep 051/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:10,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.003]
Ep 051/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:08,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.003]
Ep 051/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:08,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:06,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:06,  1.52s/it, loss=0.481, mat=0.004, sens=0.951, deg=0.001]
Ep 051/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:05,  1.52s/it, loss=0.481, mat=0.004, sens=0.951, deg=0.001]
Ep 051/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:05,  1.52s/it, loss=0.418, mat=0.003, sens=0.829, deg=0.001]
Ep 051/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:03,  1.52s/it, loss=0.418, mat=0.003, sens=0.829, deg=0.001]
Ep 051/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002]
Ep 051/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002]
Ep 051/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:02,  1.52s/it, loss=0.431, mat=0.002, sens=0.855, deg=0.000]
Ep 051/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:00,  1.52s/it, loss=0.431, mat=0.002, sens=0.855, deg=0.000]
Ep 051/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:58,  1.52s/it, loss=0.434, mat=0.003, sens=0.862, deg=0.000]
Ep 051/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:57,  1.52s/it, loss=0.434, mat=0.003, sens=0.862, deg=0.000]
Ep 051/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:57,  1.52s/it, loss=0.418, mat=0.005, sens=0.823, deg=0.000]
Ep 051/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<06:01,  1.54s/it, loss=0.418, mat=0.005, sens=0.823, deg=0.000]
Ep 051/100 [S3:+sens]:  11%|▎  | 30/264 [00:48<06:01,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  12%|▎  | 31/264 [00:48<05:58,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:58,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:55,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  12%|▎  | 32/264 [00:51<05:55,  1.53s/it, loss=0.429, mat=0.004, sens=0.852, deg=0.000]
Ep 051/100 [S3:+sens]:  12%|▍  | 33/264 [00:51<05:53,  1.53s/it, loss=0.429, mat=0.004, sens=0.852, deg=0.000]
Ep 051/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:53,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:54,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  13%|▍  | 34/264 [00:54<05:54,  1.54s/it, loss=0.426, mat=0.003, sens=0.846, deg=0.000]
Ep 051/100 [S3:+sens]:  13%|▍  | 35/264 [00:54<05:52,  1.54s/it, loss=0.426, mat=0.003, sens=0.846, deg=0.000]
Ep 051/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:52,  1.54s/it, loss=0.402, mat=0.004, sens=0.800, deg=0.000]
Ep 051/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:50,  1.54s/it, loss=0.402, mat=0.004, sens=0.800, deg=0.000]
Ep 051/100 [S3:+sens]:  14%|▍  | 36/264 [00:57<05:50,  1.54s/it, loss=0.447, mat=0.004, sens=0.888, deg=0.000]
Ep 051/100 [S3:+sens]:  14%|▍  | 37/264 [00:57<05:48,  1.53s/it, loss=0.447, mat=0.004, sens=0.888, deg=0.000]
Ep 051/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:48,  1.53s/it, loss=0.408, mat=0.003, sens=0.806, deg=0.000]
Ep 051/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:46,  1.53s/it, loss=0.408, mat=0.003, sens=0.806, deg=0.000]
Ep 051/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:46,  1.53s/it, loss=0.395, mat=0.005, sens=0.781, deg=0.000]
Ep 051/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:44,  1.53s/it, loss=0.395, mat=0.005, sens=0.781, deg=0.000]
Ep 051/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:44,  1.53s/it, loss=0.414, mat=0.003, sens=0.820, deg=0.000]
Ep 051/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:42,  1.53s/it, loss=0.414, mat=0.003, sens=0.820, deg=0.000]
Ep 051/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:42,  1.53s/it, loss=0.405, mat=0.004, sens=0.803, deg=0.000]
Ep 051/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:40,  1.53s/it, loss=0.405, mat=0.004, sens=0.803, deg=0.000]
Ep 051/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:40,  1.53s/it, loss=0.409, mat=0.004, sens=0.809, deg=0.000]
Ep 051/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:39,  1.53s/it, loss=0.409, mat=0.004, sens=0.809, deg=0.000]
Ep 051/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:39,  1.53s/it, loss=0.406, mat=0.002, sens=0.806, deg=0.000]
Ep 051/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:37,  1.53s/it, loss=0.406, mat=0.002, sens=0.806, deg=0.000]
Ep 051/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:37,  1.53s/it, loss=0.391, mat=0.003, sens=0.772, deg=0.000]
Ep 051/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:35,  1.53s/it, loss=0.391, mat=0.003, sens=0.772, deg=0.000]
Ep 051/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:35,  1.53s/it, loss=0.410, mat=0.003, sens=0.807, deg=0.000]
Ep 051/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:39,  1.55s/it, loss=0.410, mat=0.003, sens=0.807, deg=0.000]
Ep 051/100 [S3:+sens]:  17%|▌  | 45/264 [01:11<05:39,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:36,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:36,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:33,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  18%|▌  | 47/264 [01:14<05:33,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:30,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:30,  1.53s/it, loss=0.415, mat=0.004, sens=0.815, deg=0.000]
Ep 051/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:28,  1.53s/it, loss=0.415, mat=0.004, sens=0.815, deg=0.000]
Ep 051/100 [S3:+sens]:  19%|▌  | 49/264 [01:17<05:28,  1.53s/it, loss=0.395, mat=0.003, sens=0.781, deg=0.000]
Ep 051/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:26,  1.53s/it, loss=0.395, mat=0.003, sens=0.781, deg=0.000]
Ep 051/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:26,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:25,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  19%|▌  | 51/264 [01:20<05:25,  1.53s/it, loss=0.395, mat=0.002, sens=0.784, deg=0.000]
Ep 051/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:23,  1.53s/it, loss=0.395, mat=0.002, sens=0.784, deg=0.000]
Ep 051/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:23,  1.53s/it, loss=0.379, mat=0.004, sens=0.749, deg=0.000]
Ep 051/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:22,  1.53s/it, loss=0.379, mat=0.004, sens=0.749, deg=0.000]
Ep 051/100 [S3:+sens]:  20%|▌  | 53/264 [01:23<05:22,  1.53s/it, loss=0.390, mat=0.003, sens=0.771, deg=0.000]
Ep 051/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:20,  1.53s/it, loss=0.390, mat=0.003, sens=0.771, deg=0.000]
Ep 051/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:20,  1.53s/it, loss=0.385, mat=0.004, sens=0.762, deg=0.000]
Ep 051/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:19,  1.53s/it, loss=0.385, mat=0.004, sens=0.762, deg=0.000]
Ep 051/100 [S3:+sens]:  21%|▋  | 55/264 [01:26<05:19,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:17,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:17,  1.53s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.000]
Ep 051/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:20,  1.55s/it, loss=0.389, mat=0.004, sens=0.769, deg=0.000]
Ep 051/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:20,  1.55s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:19,  1.55s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  22%|▋  | 58/264 [01:31<05:19,  1.55s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:16,  1.55s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:16,  1.55s/it, loss=0.394, mat=0.003, sens=0.782, deg=0.000]
Ep 051/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:14,  1.54s/it, loss=0.394, mat=0.003, sens=0.782, deg=0.000]
Ep 051/100 [S3:+sens]:  23%|▋  | 60/264 [01:34<05:14,  1.54s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:11,  1.54s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:11,  1.54s/it, loss=0.381, mat=0.004, sens=0.753, deg=0.000]
Ep 051/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:09,  1.53s/it, loss=0.381, mat=0.004, sens=0.753, deg=0.000]
Ep 051/100 [S3:+sens]:  23%|▋  | 62/264 [01:37<05:09,  1.53s/it, loss=0.380, mat=0.002, sens=0.752, deg=0.000]
Ep 051/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:07,  1.53s/it, loss=0.380, mat=0.002, sens=0.752, deg=0.000]
Ep 051/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:07,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:06,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  24%|▋  | 64/264 [01:40<05:06,  1.53s/it, loss=0.384, mat=0.003, sens=0.760, deg=0.000]
Ep 051/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:04,  1.53s/it, loss=0.384, mat=0.003, sens=0.760, deg=0.000]
Ep 051/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:04,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:02,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  25%|▊  | 66/264 [01:43<05:02,  1.53s/it, loss=0.382, mat=0.003, sens=0.756, deg=0.000]
Ep 051/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<05:01,  1.53s/it, loss=0.382, mat=0.003, sens=0.756, deg=0.000]
Ep 051/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:01,  1.53s/it, loss=0.395, mat=0.002, sens=0.784, deg=0.000]
Ep 051/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:59,  1.53s/it, loss=0.395, mat=0.002, sens=0.784, deg=0.000]
Ep 051/100 [S3:+sens]:  26%|▊  | 68/264 [01:46<04:59,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:58,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:58,  1.53s/it, loss=0.393, mat=0.002, sens=0.780, deg=0.000]
Ep 051/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:56,  1.53s/it, loss=0.393, mat=0.002, sens=0.780, deg=0.000]
Ep 051/100 [S3:+sens]:  27%|▊  | 70/264 [01:49<04:56,  1.53s/it, loss=0.413, mat=0.004, sens=0.819, deg=0.000]
Ep 051/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:54,  1.53s/it, loss=0.413, mat=0.004, sens=0.819, deg=0.000]
Ep 051/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:54,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:52,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  27%|▊  | 72/264 [01:52<04:52,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:51,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:51,  1.53s/it, loss=0.397, mat=0.003, sens=0.790, deg=0.000]
Ep 051/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:50,  1.53s/it, loss=0.397, mat=0.003, sens=0.790, deg=0.000]
Ep 051/100 [S3:+sens]:  28%|▊  | 74/264 [01:55<04:50,  1.53s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 051/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:52,  1.55s/it, loss=0.384, mat=0.003, sens=0.762, deg=0.000]
Ep 051/100 [S3:+sens]:  28%|▊  | 75/264 [01:57<04:52,  1.55s/it, loss=0.401, mat=0.003, sens=0.797, deg=0.000]
Ep 051/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:49,  1.54s/it, loss=0.401, mat=0.003, sens=0.797, deg=0.000]
Ep 051/100 [S3:+sens]:  29%|▊  | 76/264 [01:58<04:49,  1.54s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:47,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  29%|▉  | 77/264 [02:00<04:47,  1.53s/it, loss=0.435, mat=0.002, sens=0.864, deg=0.000]
Ep 051/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:45,  1.53s/it, loss=0.435, mat=0.002, sens=0.864, deg=0.000]
Ep 051/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:45,  1.53s/it, loss=0.405, mat=0.004, sens=0.804, deg=0.000]
Ep 051/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:43,  1.53s/it, loss=0.405, mat=0.004, sens=0.804, deg=0.000]
Ep 051/100 [S3:+sens]:  30%|▉  | 79/264 [02:03<04:43,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:41,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:41,  1.53s/it, loss=0.451, mat=0.002, sens=0.898, deg=0.000]
Ep 051/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:39,  1.53s/it, loss=0.451, mat=0.002, sens=0.898, deg=0.000]
Ep 051/100 [S3:+sens]:  31%|▉  | 81/264 [02:06<04:39,  1.53s/it, loss=0.444, mat=0.003, sens=0.883, deg=0.000]
Ep 051/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:39,  1.54s/it, loss=0.444, mat=0.003, sens=0.883, deg=0.000]
Ep 051/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:39,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:38,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  31%|▉  | 83/264 [02:09<04:38,  1.54s/it, loss=0.469, mat=0.003, sens=0.933, deg=0.000]
Ep 051/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:36,  1.53s/it, loss=0.469, mat=0.003, sens=0.933, deg=0.000]
Ep 051/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:36,  1.53s/it, loss=0.457, mat=0.003, sens=0.906, deg=0.000]
Ep 051/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:34,  1.53s/it, loss=0.457, mat=0.003, sens=0.906, deg=0.000]
Ep 051/100 [S3:+sens]:  32%|▉  | 85/264 [02:12<04:34,  1.53s/it, loss=0.445, mat=0.004, sens=0.882, deg=0.000]
Ep 051/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:32,  1.53s/it, loss=0.445, mat=0.004, sens=0.882, deg=0.000]
Ep 051/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:32,  1.53s/it, loss=0.480, mat=0.003, sens=0.957, deg=0.000]
Ep 051/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:30,  1.53s/it, loss=0.480, mat=0.003, sens=0.957, deg=0.000]
Ep 051/100 [S3:+sens]:  33%|▉  | 87/264 [02:15<04:30,  1.53s/it, loss=0.507, mat=0.003, sens=0.995, deg=0.000]
Ep 051/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:28,  1.53s/it, loss=0.507, mat=0.003, sens=0.995, deg=0.000]
Ep 051/100 [S3:+sens]:  33%|█  | 88/264 [02:17<04:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:30,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  34%|█  | 89/264 [02:18<04:30,  1.55s/it, loss=0.500, mat=0.003, sens=0.990, deg=0.000]
Ep 051/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:28,  1.54s/it, loss=0.500, mat=0.003, sens=0.990, deg=0.000]
Ep 051/100 [S3:+sens]:  34%|█  | 90/264 [02:20<04:28,  1.54s/it, loss=0.503, mat=0.004, sens=0.992, deg=0.000]
Ep 051/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:25,  1.54s/it, loss=0.503, mat=0.004, sens=0.992, deg=0.000]
Ep 051/100 [S3:+sens]:  34%|█  | 91/264 [02:21<04:25,  1.54s/it, loss=0.488, mat=0.003, sens=0.969, deg=0.000]
Ep 051/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:24,  1.53s/it, loss=0.488, mat=0.003, sens=0.969, deg=0.000]
Ep 051/100 [S3:+sens]:  35%|█  | 92/264 [02:23<04:24,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:22,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  35%|█  | 93/264 [02:24<04:22,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:19,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  36%|█  | 94/264 [02:26<04:19,  1.53s/it, loss=0.466, mat=0.004, sens=0.926, deg=0.000]
Ep 051/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:18,  1.53s/it, loss=0.466, mat=0.004, sens=0.926, deg=0.000]
Ep 051/100 [S3:+sens]:  36%|█  | 95/264 [02:27<04:18,  1.53s/it, loss=0.472, mat=0.003, sens=0.927, deg=0.000]
Ep 051/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:16,  1.53s/it, loss=0.472, mat=0.003, sens=0.927, deg=0.000]
Ep 051/100 [S3:+sens]:  36%|█  | 96/264 [02:29<04:16,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:14,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:14,  1.53s/it, loss=0.446, mat=0.004, sens=0.883, deg=0.000]
Ep 051/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:13,  1.53s/it, loss=0.446, mat=0.004, sens=0.883, deg=0.000]
Ep 051/100 [S3:+sens]:  37%|█  | 98/264 [02:32<04:13,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:12,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:12,  1.53s/it, loss=0.430, mat=0.003, sens=0.846, deg=0.000]
Ep 051/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:10,  1.53s/it, loss=0.430, mat=0.003, sens=0.846, deg=0.000]
Ep 051/100 [S3:+sens]:  38%|▊ | 100/264 [02:35<04:10,  1.53s/it, loss=0.426, mat=0.003, sens=0.847, deg=0.001]
Ep 051/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:12,  1.55s/it, loss=0.426, mat=0.003, sens=0.847, deg=0.001]
Ep 051/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:12,  1.55s/it, loss=0.411, mat=0.004, sens=0.816, deg=0.000]
Ep 051/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:10,  1.54s/it, loss=0.411, mat=0.004, sens=0.816, deg=0.000]
Ep 051/100 [S3:+sens]:  39%|▊ | 102/264 [02:38<04:10,  1.54s/it, loss=0.433, mat=0.003, sens=0.859, deg=0.002]
Ep 051/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:07,  1.54s/it, loss=0.433, mat=0.003, sens=0.859, deg=0.002]
Ep 051/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:07,  1.54s/it, loss=0.445, mat=0.003, sens=0.882, deg=0.003]
Ep 051/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:05,  1.53s/it, loss=0.445, mat=0.003, sens=0.882, deg=0.003]
Ep 051/100 [S3:+sens]:  39%|▊ | 104/264 [02:41<04:05,  1.53s/it, loss=0.418, mat=0.002, sens=0.828, deg=0.000]
Ep 051/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:03,  1.53s/it, loss=0.418, mat=0.002, sens=0.828, deg=0.000]
Ep 051/100 [S3:+sens]:  40%|▊ | 105/264 [02:43<04:03,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:03,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  40%|▊ | 106/264 [02:44<04:03,  1.54s/it, loss=0.401, mat=0.003, sens=0.797, deg=0.000]
Ep 051/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<04:01,  1.54s/it, loss=0.401, mat=0.003, sens=0.797, deg=0.000]
Ep 051/100 [S3:+sens]:  41%|▊ | 107/264 [02:46<04:01,  1.54s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:59,  1.54s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  41%|▊ | 108/264 [02:47<03:59,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  41%|▊ | 109/264 [02:49<03:57,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:55,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  42%|▊ | 110/264 [02:50<03:55,  1.53s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 051/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:53,  1.53s/it, loss=0.387, mat=0.003, sens=0.769, deg=0.000]
Ep 051/100 [S3:+sens]:  42%|▊ | 111/264 [02:52<03:53,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:52,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  42%|▊ | 112/264 [02:53<03:52,  1.53s/it, loss=0.426, mat=0.004, sens=0.844, deg=0.000]
Ep 051/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:50,  1.53s/it, loss=0.426, mat=0.004, sens=0.844, deg=0.000]
Ep 051/100 [S3:+sens]:  43%|▊ | 113/264 [02:55<03:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:49,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  43%|▊ | 114/264 [02:56<03:49,  1.53s/it, loss=0.377, mat=0.005, sens=0.747, deg=0.000]
Ep 051/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:47,  1.53s/it, loss=0.377, mat=0.005, sens=0.747, deg=0.000]
Ep 051/100 [S3:+sens]:  44%|▊ | 115/264 [02:58<03:47,  1.53s/it, loss=0.447, mat=0.003, sens=0.888, deg=0.000]
Ep 051/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:46,  1.53s/it, loss=0.447, mat=0.003, sens=0.888, deg=0.000]
Ep 051/100 [S3:+sens]:  44%|▉ | 116/264 [02:59<03:46,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:44,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  44%|▉ | 117/264 [03:01<03:44,  1.53s/it, loss=0.356, mat=0.002, sens=0.707, deg=0.000]
Ep 051/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:42,  1.53s/it, loss=0.356, mat=0.002, sens=0.707, deg=0.000]
Ep 051/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:42,  1.53s/it, loss=0.448, mat=0.003, sens=0.891, deg=0.000]
Ep 051/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:44,  1.55s/it, loss=0.448, mat=0.003, sens=0.891, deg=0.000]
Ep 051/100 [S3:+sens]:  45%|▉ | 119/264 [03:04<03:44,  1.55s/it, loss=0.449, mat=0.004, sens=0.875, deg=0.000]
Ep 051/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:42,  1.54s/it, loss=0.449, mat=0.004, sens=0.875, deg=0.000]
Ep 051/100 [S3:+sens]:  45%|▉ | 120/264 [03:06<03:42,  1.54s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:39,  1.54s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  46%|▉ | 121/264 [03:07<03:39,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:38,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  46%|▉ | 122/264 [03:09<03:38,  1.54s/it, loss=0.406, mat=0.003, sens=0.808, deg=0.000]
Ep 051/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:36,  1.54s/it, loss=0.406, mat=0.003, sens=0.808, deg=0.000]
Ep 051/100 [S3:+sens]:  47%|▉ | 123/264 [03:10<03:36,  1.54s/it, loss=0.360, mat=0.003, sens=0.709, deg=0.000]
Ep 051/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:35,  1.54s/it, loss=0.360, mat=0.003, sens=0.709, deg=0.000]
Ep 051/100 [S3:+sens]:  47%|▉ | 124/264 [03:12<03:35,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:33,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  47%|▉ | 125/264 [03:13<03:33,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:31,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  48%|▉ | 126/264 [03:15<03:31,  1.53s/it, loss=0.438, mat=0.002, sens=0.871, deg=0.000]
Ep 051/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:30,  1.53s/it, loss=0.438, mat=0.002, sens=0.871, deg=0.000]
Ep 051/100 [S3:+sens]:  48%|▉ | 127/264 [03:16<03:30,  1.53s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:28,  1.53s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  48%|▉ | 128/264 [03:18<03:28,  1.53s/it, loss=0.466, mat=0.003, sens=0.920, deg=0.000]
Ep 051/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:26,  1.53s/it, loss=0.466, mat=0.003, sens=0.920, deg=0.000]
Ep 051/100 [S3:+sens]:  49%|▉ | 129/264 [03:19<03:26,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:26,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  49%|▉ | 130/264 [03:21<03:26,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:25,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  50%|▉ | 131/264 [03:22<03:25,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:23,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  50%|█ | 132/264 [03:24<03:23,  1.54s/it, loss=0.488, mat=0.003, sens=0.969, deg=0.000]
Ep 051/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:21,  1.54s/it, loss=0.488, mat=0.003, sens=0.969, deg=0.000]
Ep 051/100 [S3:+sens]:  50%|█ | 133/264 [03:26<03:21,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:22,  1.56s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  51%|█ | 134/264 [03:27<03:22,  1.56s/it, loss=0.447, mat=0.002, sens=0.887, deg=0.000]
Ep 051/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:19,  1.55s/it, loss=0.447, mat=0.002, sens=0.887, deg=0.000]
Ep 051/100 [S3:+sens]:  51%|█ | 135/264 [03:29<03:19,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  52%|█ | 136/264 [03:29<03:17,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  52%|█ | 136/264 [03:30<03:17,  1.54s/it, loss=0.412, mat=0.004, sens=0.817, deg=0.000]
Ep 051/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:15,  1.54s/it, loss=0.412, mat=0.004, sens=0.817, deg=0.000]
Ep 051/100 [S3:+sens]:  52%|█ | 137/264 [03:32<03:15,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:13,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  52%|█ | 138/264 [03:33<03:13,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:12,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  53%|█ | 139/264 [03:35<03:12,  1.54s/it, loss=0.418, mat=0.003, sens=0.832, deg=0.000]
Ep 051/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:10,  1.53s/it, loss=0.418, mat=0.003, sens=0.832, deg=0.000]
Ep 051/100 [S3:+sens]:  53%|█ | 140/264 [03:36<03:10,  1.53s/it, loss=0.454, mat=0.002, sens=0.903, deg=0.000]
Ep 051/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:08,  1.54s/it, loss=0.454, mat=0.002, sens=0.903, deg=0.000]
Ep 051/100 [S3:+sens]:  53%|█ | 141/264 [03:38<03:08,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:07,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  54%|█ | 142/264 [03:39<03:07,  1.54s/it, loss=0.369, mat=0.003, sens=0.734, deg=0.000]
Ep 051/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:05,  1.53s/it, loss=0.369, mat=0.003, sens=0.734, deg=0.000]
Ep 051/100 [S3:+sens]:  54%|█ | 143/264 [03:41<03:05,  1.53s/it, loss=0.454, mat=0.003, sens=0.903, deg=0.000]
Ep 051/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:03,  1.53s/it, loss=0.454, mat=0.003, sens=0.903, deg=0.000]
Ep 051/100 [S3:+sens]:  55%|█ | 144/264 [03:42<03:03,  1.53s/it, loss=0.429, mat=0.002, sens=0.853, deg=0.000]
Ep 051/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:02,  1.53s/it, loss=0.429, mat=0.002, sens=0.853, deg=0.000]
Ep 051/100 [S3:+sens]:  55%|█ | 145/264 [03:44<03:02,  1.53s/it, loss=0.471, mat=0.003, sens=0.936, deg=0.000]
Ep 051/100 [S3:+sens]:  55%|█ | 146/264 [03:44<03:03,  1.55s/it, loss=0.471, mat=0.003, sens=0.936, deg=0.000]
Ep 051/100 [S3:+sens]:  55%|█ | 146/264 [03:46<03:03,  1.55s/it, loss=0.464, mat=0.003, sens=0.924, deg=0.000]
Ep 051/100 [S3:+sens]:  56%|█ | 147/264 [03:46<03:00,  1.55s/it, loss=0.464, mat=0.003, sens=0.924, deg=0.000]
Ep 051/100 [S3:+sens]:  56%|█ | 147/264 [03:47<03:00,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:58,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  56%|█ | 148/264 [03:49<02:58,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  56%|█▏| 149/264 [03:49<02:56,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  56%|█▏| 149/264 [03:50<02:56,  1.54s/it, loss=0.438, mat=0.003, sens=0.866, deg=0.000]
Ep 051/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:54,  1.53s/it, loss=0.438, mat=0.003, sens=0.866, deg=0.000]
Ep 051/100 [S3:+sens]:  57%|█▏| 150/264 [03:52<02:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  57%|█▏| 151/264 [03:53<02:53,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.004]
Ep 051/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:51,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.004]
Ep 051/100 [S3:+sens]:  58%|█▏| 152/264 [03:55<02:51,  1.53s/it, loss=0.435, mat=0.004, sens=0.865, deg=0.000]
Ep 051/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:50,  1.53s/it, loss=0.435, mat=0.004, sens=0.865, deg=0.000]
Ep 051/100 [S3:+sens]:  58%|█▏| 153/264 [03:56<02:50,  1.53s/it, loss=0.454, mat=0.003, sens=0.903, deg=0.000]
Ep 051/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:50,  1.55s/it, loss=0.454, mat=0.003, sens=0.903, deg=0.000]
Ep 051/100 [S3:+sens]:  58%|█▏| 154/264 [03:58<02:50,  1.55s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:48,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  59%|█▏| 155/264 [03:59<02:48,  1.54s/it, loss=0.422, mat=0.003, sens=0.840, deg=0.000]
Ep 051/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:46,  1.54s/it, loss=0.422, mat=0.003, sens=0.840, deg=0.000]
Ep 051/100 [S3:+sens]:  59%|█▏| 156/264 [04:01<02:46,  1.54s/it, loss=0.453, mat=0.004, sens=0.900, deg=0.000]
Ep 051/100 [S3:+sens]:  59%|█▏| 157/264 [04:01<02:44,  1.53s/it, loss=0.453, mat=0.004, sens=0.900, deg=0.000]
Ep 051/100 [S3:+sens]:  59%|█▏| 157/264 [04:02<02:44,  1.53s/it, loss=0.474, mat=0.003, sens=0.943, deg=0.000]
Ep 051/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:42,  1.53s/it, loss=0.474, mat=0.003, sens=0.943, deg=0.000]
Ep 051/100 [S3:+sens]:  60%|█▏| 158/264 [04:04<02:42,  1.53s/it, loss=0.442, mat=0.002, sens=0.880, deg=0.000]
Ep 051/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:41,  1.53s/it, loss=0.442, mat=0.002, sens=0.880, deg=0.000]
Ep 051/100 [S3:+sens]:  60%|█▏| 159/264 [04:05<02:41,  1.53s/it, loss=0.469, mat=0.004, sens=0.930, deg=0.000]
Ep 051/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:39,  1.53s/it, loss=0.469, mat=0.004, sens=0.930, deg=0.000]
Ep 051/100 [S3:+sens]:  61%|█▏| 160/264 [04:07<02:39,  1.53s/it, loss=0.441, mat=0.003, sens=0.873, deg=0.000]
Ep 051/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:37,  1.53s/it, loss=0.441, mat=0.003, sens=0.873, deg=0.000]
Ep 051/100 [S3:+sens]:  61%|█▏| 161/264 [04:09<02:37,  1.53s/it, loss=0.454, mat=0.004, sens=0.903, deg=0.000]
Ep 051/100 [S3:+sens]:  61%|█▏| 162/264 [04:09<02:36,  1.53s/it, loss=0.454, mat=0.004, sens=0.903, deg=0.000]
Ep 051/100 [S3:+sens]:  61%|█▏| 162/264 [04:10<02:36,  1.53s/it, loss=0.433, mat=0.003, sens=0.861, deg=0.000]
Ep 051/100 [S3:+sens]:  62%|█▏| 163/264 [04:10<02:34,  1.53s/it, loss=0.433, mat=0.003, sens=0.861, deg=0.000]
Ep 051/100 [S3:+sens]:  62%|█▏| 163/264 [04:12<02:34,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  62%|█▏| 164/264 [04:12<02:32,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  62%|█▏| 164/264 [04:13<02:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:33,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  62%|█▎| 165/264 [04:15<02:33,  1.55s/it, loss=0.424, mat=0.005, sens=0.840, deg=0.000]
Ep 051/100 [S3:+sens]:  63%|█▎| 166/264 [04:15<02:31,  1.55s/it, loss=0.424, mat=0.005, sens=0.840, deg=0.000]
Ep 051/100 [S3:+sens]:  63%|█▎| 166/264 [04:16<02:31,  1.55s/it, loss=0.459, mat=0.003, sens=0.913, deg=0.000]
Ep 051/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:29,  1.54s/it, loss=0.459, mat=0.003, sens=0.913, deg=0.000]
Ep 051/100 [S3:+sens]:  63%|█▎| 167/264 [04:18<02:29,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  64%|█▎| 168/264 [04:18<02:27,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  64%|█▎| 168/264 [04:19<02:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  64%|█▎| 169/264 [04:21<02:25,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  64%|█▎| 170/264 [04:21<02:23,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  64%|█▎| 170/264 [04:22<02:23,  1.53s/it, loss=0.443, mat=0.002, sens=0.882, deg=0.000]
Ep 051/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:22,  1.53s/it, loss=0.443, mat=0.002, sens=0.882, deg=0.000]
Ep 051/100 [S3:+sens]:  65%|█▎| 171/264 [04:24<02:22,  1.53s/it, loss=0.452, mat=0.003, sens=0.898, deg=0.000]
Ep 051/100 [S3:+sens]:  65%|█▎| 172/264 [04:24<02:20,  1.53s/it, loss=0.452, mat=0.003, sens=0.898, deg=0.000]
Ep 051/100 [S3:+sens]:  65%|█▎| 172/264 [04:25<02:20,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:19,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  66%|█▎| 173/264 [04:27<02:19,  1.53s/it, loss=0.468, mat=0.003, sens=0.929, deg=0.000]
Ep 051/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:17,  1.53s/it, loss=0.468, mat=0.003, sens=0.929, deg=0.000]
Ep 051/100 [S3:+sens]:  66%|█▎| 174/264 [04:28<02:17,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:16,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  66%|█▎| 175/264 [04:30<02:16,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:14,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  67%|█▎| 176/264 [04:32<02:14,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  67%|█▎| 177/264 [04:32<02:12,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  67%|█▎| 177/264 [04:33<02:12,  1.53s/it, loss=0.496, mat=0.004, sens=0.986, deg=0.000]
Ep 051/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:12,  1.54s/it, loss=0.496, mat=0.004, sens=0.986, deg=0.000]
Ep 051/100 [S3:+sens]:  67%|█▎| 178/264 [04:35<02:12,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  68%|█▎| 179/264 [04:35<02:12,  1.56s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  68%|█▎| 179/264 [04:36<02:12,  1.56s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  68%|█▎| 180/264 [04:36<02:10,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  68%|█▎| 180/264 [04:38<02:10,  1.55s/it, loss=0.511, mat=0.004, sens=1.013, deg=0.000]
Ep 051/100 [S3:+sens]:  69%|█▎| 181/264 [04:38<02:08,  1.55s/it, loss=0.511, mat=0.004, sens=1.013, deg=0.000]
Ep 051/100 [S3:+sens]:  69%|█▎| 181/264 [04:39<02:08,  1.55s/it, loss=0.453, mat=0.003, sens=0.901, deg=0.000]
Ep 051/100 [S3:+sens]:  69%|█▍| 182/264 [04:39<02:06,  1.54s/it, loss=0.453, mat=0.003, sens=0.901, deg=0.000]
Ep 051/100 [S3:+sens]:  69%|█▍| 182/264 [04:41<02:06,  1.54s/it, loss=0.499, mat=0.005, sens=0.989, deg=0.000]
Ep 051/100 [S3:+sens]:  69%|█▍| 183/264 [04:41<02:04,  1.54s/it, loss=0.499, mat=0.005, sens=0.989, deg=0.000]
Ep 051/100 [S3:+sens]:  69%|█▍| 183/264 [04:42<02:04,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  70%|█▍| 184/264 [04:42<02:02,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  70%|█▍| 184/264 [04:44<02:02,  1.54s/it, loss=0.510, mat=0.002, sens=0.996, deg=0.000]
Ep 051/100 [S3:+sens]:  70%|█▍| 185/264 [04:44<02:01,  1.53s/it, loss=0.510, mat=0.002, sens=0.996, deg=0.000]
Ep 051/100 [S3:+sens]:  70%|█▍| 185/264 [04:45<02:01,  1.53s/it, loss=0.487, mat=0.003, sens=0.969, deg=0.000]
Ep 051/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<01:59,  1.53s/it, loss=0.487, mat=0.003, sens=0.969, deg=0.000]
Ep 051/100 [S3:+sens]:  70%|█▍| 186/264 [04:47<01:59,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  71%|█▍| 187/264 [04:47<01:57,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  71%|█▍| 187/264 [04:48<01:57,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  71%|█▍| 188/264 [04:48<01:56,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  71%|█▍| 188/264 [04:50<01:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  72%|█▍| 189/264 [04:50<01:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  72%|█▍| 189/264 [04:52<01:54,  1.53s/it, loss=0.548, mat=0.005, sens=1.089, deg=0.000]
Ep 051/100 [S3:+sens]:  72%|█▍| 190/264 [04:52<01:52,  1.53s/it, loss=0.548, mat=0.005, sens=1.089, deg=0.000]
Ep 051/100 [S3:+sens]:  72%|█▍| 190/264 [04:53<01:52,  1.53s/it, loss=0.532, mat=0.003, sens=1.059, deg=0.000]
Ep 051/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:53,  1.55s/it, loss=0.532, mat=0.003, sens=1.059, deg=0.000]
Ep 051/100 [S3:+sens]:  72%|█▍| 191/264 [04:55<01:53,  1.55s/it, loss=0.463, mat=0.003, sens=0.922, deg=0.000]
Ep 051/100 [S3:+sens]:  73%|█▍| 192/264 [04:55<01:50,  1.54s/it, loss=0.463, mat=0.003, sens=0.922, deg=0.000]
Ep 051/100 [S3:+sens]:  73%|█▍| 192/264 [04:56<01:50,  1.54s/it, loss=0.448, mat=0.003, sens=0.890, deg=0.004]
Ep 051/100 [S3:+sens]:  73%|█▍| 193/264 [04:56<01:49,  1.54s/it, loss=0.448, mat=0.003, sens=0.890, deg=0.004]
Ep 051/100 [S3:+sens]:  73%|█▍| 193/264 [04:58<01:49,  1.54s/it, loss=0.443, mat=0.003, sens=0.881, deg=0.000]
Ep 051/100 [S3:+sens]:  73%|█▍| 194/264 [04:58<01:47,  1.53s/it, loss=0.443, mat=0.003, sens=0.881, deg=0.000]
Ep 051/100 [S3:+sens]:  73%|█▍| 194/264 [04:59<01:47,  1.53s/it, loss=0.496, mat=0.003, sens=0.989, deg=0.000]
Ep 051/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:45,  1.53s/it, loss=0.496, mat=0.003, sens=0.989, deg=0.000]
Ep 051/100 [S3:+sens]:  74%|█▍| 195/264 [05:01<01:45,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  74%|█▍| 196/264 [05:01<01:43,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  74%|█▍| 196/264 [05:02<01:43,  1.53s/it, loss=0.425, mat=0.005, sens=0.840, deg=0.003]
Ep 051/100 [S3:+sens]:  75%|█▍| 197/264 [05:02<01:42,  1.53s/it, loss=0.425, mat=0.005, sens=0.840, deg=0.003]
Ep 051/100 [S3:+sens]:  75%|█▍| 197/264 [05:04<01:42,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  75%|█▌| 198/264 [05:04<01:40,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  75%|█▌| 198/264 [05:05<01:40,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  75%|█▌| 199/264 [05:05<01:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  75%|█▌| 199/264 [05:07<01:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  76%|█▌| 200/264 [05:07<01:37,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  76%|█▌| 200/264 [05:08<01:37,  1.52s/it, loss=0.488, mat=0.003, sens=0.966, deg=0.000]
Ep 051/100 [S3:+sens]:  76%|█▌| 201/264 [05:08<01:36,  1.52s/it, loss=0.488, mat=0.003, sens=0.966, deg=0.000]
Ep 051/100 [S3:+sens]:  76%|█▌| 201/264 [05:10<01:36,  1.52s/it, loss=0.437, mat=0.003, sens=0.863, deg=0.000]
Ep 051/100 [S3:+sens]:  77%|█▌| 202/264 [05:10<01:35,  1.54s/it, loss=0.437, mat=0.003, sens=0.863, deg=0.000]
Ep 051/100 [S3:+sens]:  77%|█▌| 202/264 [05:11<01:35,  1.54s/it, loss=0.510, mat=0.005, sens=1.008, deg=0.000]
Ep 051/100 [S3:+sens]:  77%|█▌| 203/264 [05:11<01:33,  1.54s/it, loss=0.510, mat=0.005, sens=1.008, deg=0.000]
Ep 051/100 [S3:+sens]:  77%|█▌| 203/264 [05:13<01:33,  1.54s/it, loss=0.485, mat=0.003, sens=0.967, deg=0.000]
Ep 051/100 [S3:+sens]:  77%|█▌| 204/264 [05:13<01:32,  1.54s/it, loss=0.485, mat=0.003, sens=0.967, deg=0.000]
Ep 051/100 [S3:+sens]:  77%|█▌| 204/264 [05:15<01:32,  1.54s/it, loss=0.398, mat=0.004, sens=0.790, deg=0.000]
Ep 051/100 [S3:+sens]:  78%|█▌| 205/264 [05:15<01:30,  1.53s/it, loss=0.398, mat=0.004, sens=0.790, deg=0.000]
Ep 051/100 [S3:+sens]:  78%|█▌| 205/264 [05:16<01:30,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  78%|█▌| 206/264 [05:16<01:28,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  78%|█▌| 206/264 [05:18<01:28,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  78%|█▌| 207/264 [05:18<01:27,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  78%|█▌| 207/264 [05:19<01:27,  1.53s/it, loss=0.447, mat=0.004, sens=0.890, deg=0.000]
Ep 051/100 [S3:+sens]:  79%|█▌| 208/264 [05:19<01:25,  1.53s/it, loss=0.447, mat=0.004, sens=0.890, deg=0.000]
Ep 051/100 [S3:+sens]:  79%|█▌| 208/264 [05:21<01:25,  1.53s/it, loss=0.398, mat=0.003, sens=0.790, deg=0.000]
Ep 051/100 [S3:+sens]:  79%|█▌| 209/264 [05:21<01:25,  1.55s/it, loss=0.398, mat=0.003, sens=0.790, deg=0.000]
Ep 051/100 [S3:+sens]:  79%|█▌| 209/264 [05:22<01:25,  1.55s/it, loss=0.458, mat=0.003, sens=0.906, deg=0.000]
Ep 051/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:23,  1.54s/it, loss=0.458, mat=0.003, sens=0.906, deg=0.000]
Ep 051/100 [S3:+sens]:  80%|█▌| 210/264 [05:24<01:23,  1.54s/it, loss=0.452, mat=0.003, sens=0.898, deg=0.000]
Ep 051/100 [S3:+sens]:  80%|█▌| 211/264 [05:24<01:21,  1.54s/it, loss=0.452, mat=0.003, sens=0.898, deg=0.000]
Ep 051/100 [S3:+sens]:  80%|█▌| 211/264 [05:25<01:21,  1.54s/it, loss=0.398, mat=0.003, sens=0.790, deg=0.000]
Ep 051/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.53s/it, loss=0.398, mat=0.003, sens=0.790, deg=0.000]
Ep 051/100 [S3:+sens]:  80%|█▌| 212/264 [05:27<01:19,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  81%|█▌| 213/264 [05:27<01:17,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  81%|█▌| 213/264 [05:28<01:17,  1.53s/it, loss=0.447, mat=0.002, sens=0.889, deg=0.000]
Ep 051/100 [S3:+sens]:  81%|█▌| 214/264 [05:28<01:16,  1.53s/it, loss=0.447, mat=0.002, sens=0.889, deg=0.000]
Ep 051/100 [S3:+sens]:  81%|█▌| 214/264 [05:30<01:16,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  81%|█▋| 215/264 [05:30<01:14,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  81%|█▋| 215/264 [05:31<01:14,  1.53s/it, loss=0.469, mat=0.002, sens=0.933, deg=0.000]
Ep 051/100 [S3:+sens]:  82%|█▋| 216/264 [05:31<01:13,  1.53s/it, loss=0.469, mat=0.002, sens=0.933, deg=0.000]
Ep 051/100 [S3:+sens]:  82%|█▋| 216/264 [05:33<01:13,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  82%|█▋| 217/264 [05:33<01:11,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  82%|█▋| 217/264 [05:34<01:11,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  83%|█▋| 218/264 [05:34<01:10,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  83%|█▋| 218/264 [05:36<01:10,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  83%|█▋| 219/264 [05:36<01:08,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  83%|█▋| 219/264 [05:38<01:08,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  83%|█▋| 220/264 [05:38<01:07,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  83%|█▋| 220/264 [05:39<01:07,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:  84%|█▋| 221/264 [05:39<01:05,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:  84%|█▋| 221/264 [05:41<01:05,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  84%|█▋| 222/264 [05:41<01:04,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  84%|█▋| 222/264 [05:42<01:04,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  84%|█▋| 223/264 [05:42<01:02,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  84%|█▋| 223/264 [05:44<01:02,  1.53s/it, loss=0.434, mat=0.002, sens=0.864, deg=0.000]
Ep 051/100 [S3:+sens]:  85%|█▋| 224/264 [05:44<01:02,  1.55s/it, loss=0.434, mat=0.002, sens=0.864, deg=0.000]
Ep 051/100 [S3:+sens]:  85%|█▋| 224/264 [05:45<01:02,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  85%|█▋| 225/264 [05:45<01:00,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  85%|█▋| 225/264 [05:47<01:00,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  86%|█▋| 226/264 [05:47<00:58,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  86%|█▋| 226/264 [05:48<00:58,  1.55s/it, loss=0.507, mat=0.003, sens=0.985, deg=0.000]
Ep 051/100 [S3:+sens]:  86%|█▋| 227/264 [05:48<00:57,  1.55s/it, loss=0.507, mat=0.003, sens=0.985, deg=0.000]
Ep 051/100 [S3:+sens]:  86%|█▋| 227/264 [05:50<00:57,  1.55s/it, loss=0.409, mat=0.003, sens=0.813, deg=0.000]
Ep 051/100 [S3:+sens]:  86%|█▋| 228/264 [05:50<00:55,  1.54s/it, loss=0.409, mat=0.003, sens=0.813, deg=0.000]
Ep 051/100 [S3:+sens]:  86%|█▋| 228/264 [05:51<00:55,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:53,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  87%|█▋| 229/264 [05:53<00:53,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  87%|█▋| 230/264 [05:53<00:52,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  87%|█▋| 230/264 [05:54<00:52,  1.53s/it, loss=0.430, mat=0.002, sens=0.856, deg=0.000]
Ep 051/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:50,  1.53s/it, loss=0.430, mat=0.002, sens=0.856, deg=0.000]
Ep 051/100 [S3:+sens]:  88%|█▊| 231/264 [05:56<00:50,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  88%|█▊| 232/264 [05:56<00:48,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  88%|█▊| 232/264 [05:58<00:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  88%|█▊| 233/264 [05:58<00:47,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  88%|█▊| 233/264 [05:59<00:47,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  89%|█▊| 234/264 [05:59<00:45,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  89%|█▊| 234/264 [06:01<00:45,  1.53s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 051/100 [S3:+sens]:  89%|█▊| 235/264 [06:01<00:44,  1.53s/it, loss=0.371, mat=0.003, sens=0.738, deg=0.000]
Ep 051/100 [S3:+sens]:  89%|█▊| 235/264 [06:02<00:44,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:  89%|█▊| 236/264 [06:02<00:43,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 051/100 [S3:+sens]:  89%|█▊| 236/264 [06:04<00:43,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  90%|█▊| 237/264 [06:04<00:41,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  90%|█▊| 237/264 [06:05<00:41,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  90%|█▊| 238/264 [06:05<00:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  90%|█▊| 238/264 [06:07<00:39,  1.53s/it, loss=0.412, mat=0.004, sens=0.819, deg=0.001]
Ep 051/100 [S3:+sens]:  91%|█▊| 239/264 [06:07<00:38,  1.53s/it, loss=0.412, mat=0.004, sens=0.819, deg=0.001]
Ep 051/100 [S3:+sens]:  91%|█▊| 239/264 [06:08<00:38,  1.53s/it, loss=0.440, mat=0.004, sens=0.875, deg=0.000]
Ep 051/100 [S3:+sens]:  91%|█▊| 240/264 [06:08<00:36,  1.53s/it, loss=0.440, mat=0.004, sens=0.875, deg=0.000]
Ep 051/100 [S3:+sens]:  91%|█▊| 240/264 [06:10<00:36,  1.53s/it, loss=0.377, mat=0.001, sens=0.750, deg=0.000]
Ep 051/100 [S3:+sens]:  91%|█▊| 241/264 [06:10<00:35,  1.53s/it, loss=0.377, mat=0.001, sens=0.750, deg=0.000]
Ep 051/100 [S3:+sens]:  91%|█▊| 241/264 [06:11<00:35,  1.53s/it, loss=0.397, mat=0.003, sens=0.787, deg=0.000]
Ep 051/100 [S3:+sens]:  92%|█▊| 242/264 [06:11<00:33,  1.52s/it, loss=0.397, mat=0.003, sens=0.787, deg=0.000]
Ep 051/100 [S3:+sens]:  92%|█▊| 242/264 [06:13<00:33,  1.52s/it, loss=0.434, mat=0.003, sens=0.863, deg=0.000]
Ep 051/100 [S3:+sens]:  92%|█▊| 243/264 [06:13<00:32,  1.53s/it, loss=0.434, mat=0.003, sens=0.863, deg=0.000]
Ep 051/100 [S3:+sens]:  92%|█▊| 243/264 [06:14<00:32,  1.53s/it, loss=0.373, mat=0.002, sens=0.740, deg=0.000]
Ep 051/100 [S3:+sens]:  92%|█▊| 244/264 [06:14<00:30,  1.53s/it, loss=0.373, mat=0.002, sens=0.740, deg=0.000]
Ep 051/100 [S3:+sens]:  92%|█▊| 244/264 [06:16<00:30,  1.53s/it, loss=0.504, mat=0.004, sens=1.000, deg=0.000]
Ep 051/100 [S3:+sens]:  93%|█▊| 245/264 [06:16<00:28,  1.53s/it, loss=0.504, mat=0.004, sens=1.000, deg=0.000]
Ep 051/100 [S3:+sens]:  93%|█▊| 245/264 [06:17<00:28,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  93%|█▊| 246/264 [06:17<00:27,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  93%|█▊| 246/264 [06:19<00:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  94%|█▊| 247/264 [06:19<00:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  94%|█▊| 247/264 [06:20<00:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  94%|█▉| 248/264 [06:20<00:24,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  94%|█▉| 248/264 [06:22<00:24,  1.53s/it, loss=0.452, mat=0.003, sens=0.899, deg=0.000]
Ep 051/100 [S3:+sens]:  94%|█▉| 249/264 [06:22<00:22,  1.52s/it, loss=0.452, mat=0.003, sens=0.899, deg=0.000]
Ep 051/100 [S3:+sens]:  94%|█▉| 249/264 [06:24<00:22,  1.52s/it, loss=0.474, mat=0.003, sens=0.945, deg=0.000]
Ep 051/100 [S3:+sens]:  95%|█▉| 250/264 [06:24<00:21,  1.54s/it, loss=0.474, mat=0.003, sens=0.945, deg=0.000]
Ep 051/100 [S3:+sens]:  95%|█▉| 250/264 [06:25<00:21,  1.54s/it, loss=0.418, mat=0.002, sens=0.829, deg=0.000]
Ep 051/100 [S3:+sens]:  95%|█▉| 251/264 [06:25<00:19,  1.54s/it, loss=0.418, mat=0.002, sens=0.829, deg=0.000]
Ep 051/100 [S3:+sens]:  95%|█▉| 251/264 [06:27<00:19,  1.54s/it, loss=0.484, mat=0.004, sens=0.963, deg=0.000]
Ep 051/100 [S3:+sens]:  95%|█▉| 252/264 [06:27<00:18,  1.53s/it, loss=0.484, mat=0.004, sens=0.963, deg=0.000]
Ep 051/100 [S3:+sens]:  95%|█▉| 252/264 [06:28<00:18,  1.53s/it, loss=0.463, mat=0.003, sens=0.907, deg=0.000]
Ep 051/100 [S3:+sens]:  96%|█▉| 253/264 [06:28<00:16,  1.53s/it, loss=0.463, mat=0.003, sens=0.907, deg=0.000]
Ep 051/100 [S3:+sens]:  96%|█▉| 253/264 [06:30<00:16,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  96%|█▉| 254/264 [06:30<00:15,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  96%|█▉| 254/264 [06:31<00:15,  1.53s/it, loss=0.431, mat=0.003, sens=0.856, deg=0.000]
Ep 051/100 [S3:+sens]:  97%|█▉| 255/264 [06:31<00:13,  1.55s/it, loss=0.431, mat=0.003, sens=0.856, deg=0.000]
Ep 051/100 [S3:+sens]:  97%|█▉| 255/264 [06:33<00:13,  1.55s/it, loss=0.454, mat=0.003, sens=0.901, deg=0.000]
Ep 051/100 [S3:+sens]:  97%|█▉| 256/264 [06:33<00:12,  1.54s/it, loss=0.454, mat=0.003, sens=0.901, deg=0.000]
Ep 051/100 [S3:+sens]:  97%|█▉| 256/264 [06:34<00:12,  1.54s/it, loss=0.444, mat=0.002, sens=0.882, deg=0.000]
Ep 051/100 [S3:+sens]:  97%|█▉| 257/264 [06:34<00:10,  1.54s/it, loss=0.444, mat=0.002, sens=0.882, deg=0.000]
Ep 051/100 [S3:+sens]:  97%|█▉| 257/264 [06:36<00:10,  1.54s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.015]
Ep 051/100 [S3:+sens]:  98%|█▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.015]
Ep 051/100 [S3:+sens]:  98%|█▉| 258/264 [06:37<00:09,  1.53s/it, loss=0.450, mat=0.002, sens=0.891, deg=0.000]
Ep 051/100 [S3:+sens]:  98%|█▉| 259/264 [06:37<00:07,  1.53s/it, loss=0.450, mat=0.002, sens=0.891, deg=0.000]
Ep 051/100 [S3:+sens]:  98%|█▉| 259/264 [06:39<00:07,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  98%|█▉| 260/264 [06:39<00:06,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  98%|█▉| 260/264 [06:40<00:06,  1.52s/it, loss=0.031, mat=0.005, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  99%|█▉| 261/264 [06:40<00:04,  1.53s/it, loss=0.031, mat=0.005, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  99%|█▉| 261/264 [06:42<00:04,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  99%|█▉| 262/264 [06:42<00:03,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]:  99%|█▉| 262/264 [06:43<00:03,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]: 100%|█▉| 263/264 [06:43<00:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 051/100 [S3:+sens]: 100%|█▉| 263/264 [06:45<00:01,  1.53s/it, loss=0.429, mat=0.004, sens=0.849, deg=0.000]
Ep 051/100 [S3:+sens]: 100%|██| 264/264 [06:45<00:00,  1.52s/it, loss=0.429, mat=0.004, sens=0.849, deg=0.000]
                                                                                                              
Epoch 051/100 [S3:+sens]  loss=0.2576  mat=0.0032  sens=0.5077  deg=0.0004  orth=0.0020  α=0.5 β=0.5 γ=0.3  406s

Ep 052/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 052/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.417, mat=0.004, sens=0.829, deg=0.000]
Ep 052/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:53,  2.26s/it, loss=0.417, mat=0.004, sens=0.829, deg=0.000]
Ep 052/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:53,  2.26s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:57,  1.82s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:57,  1.82s/it, loss=0.443, mat=0.004, sens=0.881, deg=0.000]
Ep 052/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:19,  1.68s/it, loss=0.443, mat=0.004, sens=0.881, deg=0.000]
Ep 052/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:19,  1.68s/it, loss=0.418, mat=0.003, sens=0.831, deg=0.000]
Ep 052/100 [S3:+sens]:   2%|    | 4/264 [00:06<07:00,  1.62s/it, loss=0.418, mat=0.003, sens=0.831, deg=0.000]
Ep 052/100 [S3:+sens]:   2%|    | 4/264 [00:08<07:00,  1.62s/it, loss=0.415, mat=0.004, sens=0.821, deg=0.000]
Ep 052/100 [S3:+sens]:   2%|    | 5/264 [00:08<07:00,  1.62s/it, loss=0.415, mat=0.004, sens=0.821, deg=0.000]
Ep 052/100 [S3:+sens]:   2%|    | 5/264 [00:09<07:00,  1.62s/it, loss=0.407, mat=0.003, sens=0.806, deg=0.000]
Ep 052/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:50,  1.59s/it, loss=0.407, mat=0.003, sens=0.806, deg=0.000]
Ep 052/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:50,  1.59s/it, loss=0.428, mat=0.003, sens=0.851, deg=0.000]
Ep 052/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:42,  1.57s/it, loss=0.428, mat=0.003, sens=0.851, deg=0.000]
Ep 052/100 [S3:+sens]:   3%|    | 7/264 [00:13<06:42,  1.57s/it, loss=0.444, mat=0.003, sens=0.881, deg=0.000]
Ep 052/100 [S3:+sens]:   3%|    | 8/264 [00:13<06:37,  1.55s/it, loss=0.444, mat=0.003, sens=0.881, deg=0.000]
Ep 052/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:37,  1.55s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:33,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:   3%|▏   | 9/264 [00:16<06:33,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:   4%|   | 10/264 [00:16<06:33,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:33,  1.55s/it, loss=0.408, mat=0.003, sens=0.812, deg=0.000]
Ep 052/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:29,  1.54s/it, loss=0.408, mat=0.003, sens=0.812, deg=0.000]
Ep 052/100 [S3:+sens]:   4%|▏  | 11/264 [00:19<06:29,  1.54s/it, loss=0.420, mat=0.002, sens=0.836, deg=0.000]
Ep 052/100 [S3:+sens]:   5%|▏  | 12/264 [00:19<06:26,  1.53s/it, loss=0.420, mat=0.002, sens=0.836, deg=0.000]
Ep 052/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:26,  1.53s/it, loss=0.485, mat=0.003, sens=0.965, deg=0.000]
Ep 052/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:23,  1.53s/it, loss=0.485, mat=0.003, sens=0.965, deg=0.000]
Ep 052/100 [S3:+sens]:   5%|▏  | 13/264 [00:22<06:23,  1.53s/it, loss=0.425, mat=0.003, sens=0.843, deg=0.000]
Ep 052/100 [S3:+sens]:   5%|▏  | 14/264 [00:22<06:21,  1.53s/it, loss=0.425, mat=0.003, sens=0.843, deg=0.000]
Ep 052/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:21,  1.53s/it, loss=0.454, mat=0.003, sens=0.902, deg=0.000]
Ep 052/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:19,  1.52s/it, loss=0.454, mat=0.003, sens=0.902, deg=0.000]
Ep 052/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:19,  1.52s/it, loss=0.471, mat=0.002, sens=0.932, deg=0.000]
Ep 052/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:23,  1.55s/it, loss=0.471, mat=0.002, sens=0.932, deg=0.000]
Ep 052/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:23,  1.55s/it, loss=0.420, mat=0.004, sens=0.833, deg=0.000]
Ep 052/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:19,  1.54s/it, loss=0.420, mat=0.004, sens=0.833, deg=0.000]
Ep 052/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:19,  1.54s/it, loss=0.456, mat=0.003, sens=0.905, deg=0.000]
Ep 052/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:16,  1.53s/it, loss=0.456, mat=0.003, sens=0.905, deg=0.000]
Ep 052/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:16,  1.53s/it, loss=0.452, mat=0.003, sens=0.900, deg=0.000]
Ep 052/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:14,  1.53s/it, loss=0.452, mat=0.003, sens=0.900, deg=0.000]
Ep 052/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:14,  1.53s/it, loss=0.463, mat=0.003, sens=0.922, deg=0.000]
Ep 052/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:13,  1.53s/it, loss=0.463, mat=0.003, sens=0.922, deg=0.000]
Ep 052/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:13,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:11,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:11,  1.53s/it, loss=0.493, mat=0.003, sens=0.975, deg=0.000]
Ep 052/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:08,  1.52s/it, loss=0.493, mat=0.003, sens=0.975, deg=0.000]
Ep 052/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:08,  1.52s/it, loss=0.505, mat=0.005, sens=0.999, deg=0.000]
Ep 052/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:07,  1.52s/it, loss=0.505, mat=0.005, sens=0.999, deg=0.000]
Ep 052/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:07,  1.52s/it, loss=0.524, mat=0.004, sens=1.038, deg=0.000]
Ep 052/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:05,  1.52s/it, loss=0.524, mat=0.004, sens=1.038, deg=0.000]
Ep 052/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:05,  1.52s/it, loss=0.447, mat=0.004, sens=0.888, deg=0.000]
Ep 052/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:04,  1.52s/it, loss=0.447, mat=0.004, sens=0.888, deg=0.000]
Ep 052/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:04,  1.52s/it, loss=0.494, mat=0.004, sens=0.950, deg=0.000]
Ep 052/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:02,  1.52s/it, loss=0.494, mat=0.004, sens=0.950, deg=0.000]
Ep 052/100 [S3:+sens]:  10%|▎  | 26/264 [00:42<06:02,  1.52s/it, loss=0.462, mat=0.005, sens=0.910, deg=0.000]
Ep 052/100 [S3:+sens]:  10%|▎  | 27/264 [00:42<06:00,  1.52s/it, loss=0.462, mat=0.005, sens=0.910, deg=0.000]
Ep 052/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:00,  1.52s/it, loss=0.529, mat=0.004, sens=1.029, deg=0.000]
Ep 052/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:59,  1.52s/it, loss=0.529, mat=0.004, sens=1.029, deg=0.000]
Ep 052/100 [S3:+sens]:  11%|▎  | 28/264 [00:45<05:59,  1.52s/it, loss=0.484, mat=0.002, sens=0.959, deg=0.000]
Ep 052/100 [S3:+sens]:  11%|▎  | 29/264 [00:45<05:58,  1.52s/it, loss=0.484, mat=0.002, sens=0.959, deg=0.000]
Ep 052/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:58,  1.52s/it, loss=0.458, mat=0.002, sens=0.909, deg=0.000]
Ep 052/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:56,  1.52s/it, loss=0.458, mat=0.002, sens=0.909, deg=0.000]
Ep 052/100 [S3:+sens]:  11%|▎  | 30/264 [00:48<05:56,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  12%|▎  | 31/264 [00:48<05:54,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:54,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:52,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  12%|▎  | 32/264 [00:51<05:52,  1.52s/it, loss=0.537, mat=0.003, sens=1.069, deg=0.000]
Ep 052/100 [S3:+sens]:  12%|▍  | 33/264 [00:51<05:51,  1.52s/it, loss=0.537, mat=0.003, sens=1.069, deg=0.000]
Ep 052/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:51,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:59,  1.56s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  13%|▍  | 34/264 [00:54<05:59,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  13%|▍  | 35/264 [00:54<05:54,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:54,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:51,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  14%|▍  | 36/264 [00:57<05:51,  1.54s/it, loss=0.514, mat=0.003, sens=1.024, deg=0.000]
Ep 052/100 [S3:+sens]:  14%|▍  | 37/264 [00:57<05:48,  1.53s/it, loss=0.514, mat=0.003, sens=1.024, deg=0.000]
Ep 052/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:48,  1.53s/it, loss=0.501, mat=0.003, sens=0.996, deg=0.000]
Ep 052/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:45,  1.53s/it, loss=0.501, mat=0.003, sens=0.996, deg=0.000]
Ep 052/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:43,  1.53s/it, loss=0.519, mat=0.003, sens=1.033, deg=0.000]
Ep 052/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:41,  1.52s/it, loss=0.519, mat=0.003, sens=1.033, deg=0.000]
Ep 052/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:41,  1.52s/it, loss=1.332, mat=0.003, sens=1.014, deg=0.000]
Ep 052/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:39,  1.52s/it, loss=1.332, mat=0.003, sens=1.014, deg=0.000]
Ep 052/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:37,  1.52s/it, loss=0.519, mat=0.002, sens=1.032, deg=0.000]
Ep 052/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:36,  1.52s/it, loss=0.519, mat=0.002, sens=1.032, deg=0.000]
Ep 052/100 [S3:+sens]:  16%|▍  | 43/264 [01:08<05:36,  1.52s/it, loss=0.519, mat=0.002, sens=1.030, deg=0.000]
Ep 052/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:34,  1.52s/it, loss=0.519, mat=0.002, sens=1.030, deg=0.000]
Ep 052/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:34,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:33,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  17%|▌  | 45/264 [01:11<05:33,  1.52s/it, loss=0.541, mat=0.003, sens=1.072, deg=0.000]
Ep 052/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:31,  1.52s/it, loss=0.541, mat=0.003, sens=1.072, deg=0.000]
Ep 052/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:31,  1.52s/it, loss=0.511, mat=0.002, sens=1.013, deg=0.000]
Ep 052/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:29,  1.52s/it, loss=0.511, mat=0.002, sens=1.013, deg=0.000]
Ep 052/100 [S3:+sens]:  18%|▌  | 47/264 [01:14<05:29,  1.52s/it, loss=0.539, mat=0.003, sens=1.071, deg=0.000]
Ep 052/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:28,  1.52s/it, loss=0.539, mat=0.003, sens=1.071, deg=0.000]
Ep 052/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:28,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:32,  1.55s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  19%|▌  | 49/264 [01:17<05:32,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:28,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:28,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:26,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  19%|▌  | 51/264 [01:20<05:26,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:24,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:24,  1.53s/it, loss=0.519, mat=0.004, sens=0.928, deg=0.000]
Ep 052/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:21,  1.53s/it, loss=0.519, mat=0.004, sens=0.928, deg=0.000]
Ep 052/100 [S3:+sens]:  20%|▌  | 53/264 [01:23<05:21,  1.53s/it, loss=0.036, mat=0.004, sens=0.000, deg=0.045]
Ep 052/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:20,  1.52s/it, loss=0.036, mat=0.004, sens=0.000, deg=0.045]
Ep 052/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:20,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:18,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  21%|▋  | 55/264 [01:26<05:18,  1.52s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:16,  1.52s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:16,  1.52s/it, loss=0.469, mat=0.003, sens=0.927, deg=0.000]
Ep 052/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:14,  1.52s/it, loss=0.469, mat=0.003, sens=0.927, deg=0.000]
Ep 052/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:14,  1.52s/it, loss=0.478, mat=0.005, sens=0.944, deg=0.000]
Ep 052/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:15,  1.53s/it, loss=0.478, mat=0.005, sens=0.944, deg=0.000]
Ep 052/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:15,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:13,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:13,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:11,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  23%|▋  | 60/264 [01:34<05:11,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:14,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:14,  1.55s/it, loss=0.507, mat=0.004, sens=1.005, deg=0.000]
Ep 052/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:11,  1.54s/it, loss=0.507, mat=0.004, sens=1.005, deg=0.000]
Ep 052/100 [S3:+sens]:  23%|▋  | 62/264 [01:37<05:11,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:08,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:08,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:06,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  24%|▋  | 64/264 [01:40<05:06,  1.53s/it, loss=0.467, mat=0.003, sens=0.925, deg=0.000]
Ep 052/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:04,  1.53s/it, loss=0.467, mat=0.003, sens=0.925, deg=0.000]
Ep 052/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:04,  1.53s/it, loss=0.518, mat=0.005, sens=1.024, deg=0.000]
Ep 052/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:02,  1.53s/it, loss=0.518, mat=0.005, sens=1.024, deg=0.000]
Ep 052/100 [S3:+sens]:  25%|▊  | 66/264 [01:43<05:02,  1.53s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<05:00,  1.52s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:00,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:58,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  26%|▊  | 68/264 [01:46<04:58,  1.52s/it, loss=0.442, mat=0.004, sens=0.875, deg=0.000]
Ep 052/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:57,  1.52s/it, loss=0.442, mat=0.004, sens=0.875, deg=0.000]
Ep 052/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:57,  1.52s/it, loss=0.495, mat=0.003, sens=0.984, deg=0.000]
Ep 052/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:55,  1.52s/it, loss=0.495, mat=0.003, sens=0.984, deg=0.000]
Ep 052/100 [S3:+sens]:  27%|▊  | 70/264 [01:49<04:55,  1.52s/it, loss=0.487, mat=0.003, sens=0.967, deg=0.000]
Ep 052/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:53,  1.52s/it, loss=0.487, mat=0.003, sens=0.967, deg=0.000]
Ep 052/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:53,  1.52s/it, loss=0.503, mat=0.003, sens=0.997, deg=0.000]
Ep 052/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:51,  1.52s/it, loss=0.503, mat=0.003, sens=0.997, deg=0.000]
Ep 052/100 [S3:+sens]:  27%|▊  | 72/264 [01:52<04:51,  1.52s/it, loss=0.516, mat=0.005, sens=1.019, deg=0.000]
Ep 052/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:50,  1.52s/it, loss=0.516, mat=0.005, sens=1.019, deg=0.000]
Ep 052/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:50,  1.52s/it, loss=0.485, mat=0.002, sens=0.960, deg=0.000]
Ep 052/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:48,  1.52s/it, loss=0.485, mat=0.002, sens=0.960, deg=0.000]
Ep 052/100 [S3:+sens]:  28%|▊  | 74/264 [01:55<04:48,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.001]
Ep 052/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:47,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.001]
Ep 052/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:47,  1.52s/it, loss=0.713, mat=0.003, sens=1.057, deg=0.001]
Ep 052/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:45,  1.52s/it, loss=0.713, mat=0.003, sens=1.057, deg=0.001]
Ep 052/100 [S3:+sens]:  29%|▊  | 76/264 [01:58<04:45,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:44,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:44,  1.52s/it, loss=0.509, mat=0.003, sens=1.001, deg=0.001]
Ep 052/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:43,  1.52s/it, loss=0.509, mat=0.003, sens=1.001, deg=0.001]
Ep 052/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:43,  1.52s/it, loss=0.506, mat=0.003, sens=0.986, deg=0.000]
Ep 052/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:45,  1.54s/it, loss=0.506, mat=0.003, sens=0.986, deg=0.000]
Ep 052/100 [S3:+sens]:  30%|▉  | 79/264 [02:03<04:45,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 052/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:42,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 052/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:42,  1.53s/it, loss=0.449, mat=0.006, sens=0.885, deg=0.001]
Ep 052/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:40,  1.53s/it, loss=0.449, mat=0.006, sens=0.885, deg=0.001]
Ep 052/100 [S3:+sens]:  31%|▉  | 81/264 [02:06<04:40,  1.53s/it, loss=0.424, mat=0.002, sens=0.835, deg=0.001]
Ep 052/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:39,  1.54s/it, loss=0.424, mat=0.002, sens=0.835, deg=0.001]
Ep 052/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:39,  1.54s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:37,  1.53s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  31%|▉  | 83/264 [02:09<04:37,  1.53s/it, loss=0.454, mat=0.004, sens=0.890, deg=0.001]
Ep 052/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:35,  1.53s/it, loss=0.454, mat=0.004, sens=0.890, deg=0.001]
Ep 052/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:35,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.003]
Ep 052/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:33,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.003]
Ep 052/100 [S3:+sens]:  32%|▉  | 85/264 [02:12<04:33,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.001]
Ep 052/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:31,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.001]
Ep 052/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:31,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 052/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:29,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 052/100 [S3:+sens]:  33%|▉  | 87/264 [02:15<04:29,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:28,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:28,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:26,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  34%|█  | 89/264 [02:18<04:26,  1.52s/it, loss=0.445, mat=0.003, sens=0.884, deg=0.000]
Ep 052/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:24,  1.52s/it, loss=0.445, mat=0.003, sens=0.884, deg=0.000]
Ep 052/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:24,  1.52s/it, loss=0.448, mat=0.002, sens=0.812, deg=0.000]
Ep 052/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:22,  1.52s/it, loss=0.448, mat=0.002, sens=0.812, deg=0.000]
Ep 052/100 [S3:+sens]:  34%|█  | 91/264 [02:21<04:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:20,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:20,  1.52s/it, loss=0.419, mat=0.003, sens=0.825, deg=0.000]
Ep 052/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:23,  1.54s/it, loss=0.419, mat=0.003, sens=0.825, deg=0.000]
Ep 052/100 [S3:+sens]:  35%|█  | 93/264 [02:24<04:23,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:20,  1.53s/it, loss=0.484, mat=0.005, sens=0.960, deg=0.000]
Ep 052/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:18,  1.53s/it, loss=0.484, mat=0.005, sens=0.960, deg=0.000]
Ep 052/100 [S3:+sens]:  36%|█  | 95/264 [02:27<04:18,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:16,  1.52s/it, loss=0.409, mat=0.004, sens=0.808, deg=0.000]
Ep 052/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:14,  1.52s/it, loss=0.409, mat=0.004, sens=0.808, deg=0.000]
Ep 052/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:14,  1.52s/it, loss=0.443, mat=0.003, sens=0.880, deg=0.000]
Ep 052/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.443, mat=0.003, sens=0.880, deg=0.000]
Ep 052/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:10,  1.52s/it, loss=0.451, mat=0.002, sens=0.899, deg=0.000]
Ep 052/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:09,  1.52s/it, loss=0.451, mat=0.002, sens=0.899, deg=0.000]
Ep 052/100 [S3:+sens]:  38%|▊ | 100/264 [02:35<04:09,  1.52s/it, loss=0.496, mat=0.002, sens=0.973, deg=0.000]
Ep 052/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:07,  1.52s/it, loss=0.496, mat=0.002, sens=0.973, deg=0.000]
Ep 052/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:06,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  39%|▊ | 102/264 [02:38<04:06,  1.52s/it, loss=0.484, mat=0.003, sens=0.963, deg=0.000]
Ep 052/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:04,  1.52s/it, loss=0.484, mat=0.003, sens=0.963, deg=0.000]
Ep 052/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:04,  1.52s/it, loss=0.467, mat=0.003, sens=0.918, deg=0.000]
Ep 052/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:03,  1.52s/it, loss=0.467, mat=0.003, sens=0.918, deg=0.000]
Ep 052/100 [S3:+sens]:  39%|▊ | 104/264 [02:41<04:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:05,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:05,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:04,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  40%|▊ | 106/264 [02:44<04:04,  1.55s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<04:02,  1.54s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<04:02,  1.54s/it, loss=0.495, mat=0.002, sens=0.985, deg=0.000]
Ep 052/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:59,  1.53s/it, loss=0.495, mat=0.002, sens=0.985, deg=0.000]
Ep 052/100 [S3:+sens]:  41%|▊ | 108/264 [02:47<03:59,  1.53s/it, loss=0.496, mat=0.002, sens=0.971, deg=0.000]
Ep 052/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:56,  1.53s/it, loss=0.496, mat=0.002, sens=0.971, deg=0.000]
Ep 052/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:56,  1.53s/it, loss=0.554, mat=0.004, sens=1.084, deg=0.000]
Ep 052/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:54,  1.52s/it, loss=0.554, mat=0.004, sens=1.084, deg=0.000]
Ep 052/100 [S3:+sens]:  42%|▊ | 110/264 [02:50<03:54,  1.52s/it, loss=0.466, mat=0.002, sens=0.929, deg=0.000]
Ep 052/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:53,  1.52s/it, loss=0.466, mat=0.002, sens=0.929, deg=0.000]
Ep 052/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:53,  1.52s/it, loss=0.535, mat=0.002, sens=1.066, deg=0.000]
Ep 052/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:51,  1.52s/it, loss=0.535, mat=0.002, sens=1.066, deg=0.000]
Ep 052/100 [S3:+sens]:  42%|▊ | 112/264 [02:53<03:51,  1.52s/it, loss=0.500, mat=0.003, sens=0.996, deg=0.000]
Ep 052/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:49,  1.52s/it, loss=0.500, mat=0.003, sens=0.996, deg=0.000]
Ep 052/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:49,  1.52s/it, loss=0.534, mat=0.003, sens=1.063, deg=0.000]
Ep 052/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:48,  1.52s/it, loss=0.534, mat=0.003, sens=1.063, deg=0.000]
Ep 052/100 [S3:+sens]:  43%|▊ | 114/264 [02:56<03:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:46,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:45,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  44%|▉ | 116/264 [02:59<03:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:43,  1.52s/it, loss=0.589, mat=0.004, sens=1.173, deg=0.000]
Ep 052/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:41,  1.52s/it, loss=0.589, mat=0.004, sens=1.173, deg=0.000]
Ep 052/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:41,  1.52s/it, loss=0.558, mat=0.003, sens=1.111, deg=0.000]
Ep 052/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:40,  1.52s/it, loss=0.558, mat=0.003, sens=1.111, deg=0.000]
Ep 052/100 [S3:+sens]:  45%|▉ | 119/264 [03:04<03:40,  1.52s/it, loss=0.548, mat=0.004, sens=1.086, deg=0.000]
Ep 052/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.548, mat=0.004, sens=1.086, deg=0.000]
Ep 052/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:38,  1.52s/it, loss=0.031, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:37,  1.52s/it, loss=0.031, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  46%|▉ | 121/264 [03:07<03:37,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:35,  1.52s/it, loss=0.533, mat=0.003, sens=1.053, deg=0.000]
Ep 052/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:37,  1.54s/it, loss=0.533, mat=0.003, sens=1.053, deg=0.000]
Ep 052/100 [S3:+sens]:  47%|▉ | 123/264 [03:10<03:37,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:35,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:35,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  47%|▉ | 125/264 [03:13<03:32,  1.53s/it, loss=0.585, mat=0.003, sens=1.166, deg=0.000]
Ep 052/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:30,  1.53s/it, loss=0.585, mat=0.003, sens=1.166, deg=0.000]
Ep 052/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:30,  1.53s/it, loss=0.553, mat=0.004, sens=1.101, deg=0.000]
Ep 052/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:29,  1.53s/it, loss=0.553, mat=0.004, sens=1.101, deg=0.000]
Ep 052/100 [S3:+sens]:  48%|▉ | 127/264 [03:16<03:29,  1.53s/it, loss=0.475, mat=0.004, sens=0.945, deg=0.000]
Ep 052/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:27,  1.52s/it, loss=0.475, mat=0.004, sens=0.945, deg=0.000]
Ep 052/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  49%|▉ | 129/264 [03:19<03:25,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:25,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:25,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:24,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  50%|▉ | 131/264 [03:22<03:24,  1.54s/it, loss=0.572, mat=0.004, sens=1.139, deg=0.000]
Ep 052/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:22,  1.53s/it, loss=0.572, mat=0.004, sens=1.139, deg=0.000]
Ep 052/100 [S3:+sens]:  50%|█ | 132/264 [03:23<03:22,  1.53s/it, loss=0.559, mat=0.003, sens=1.109, deg=0.000]
Ep 052/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:21,  1.54s/it, loss=0.559, mat=0.003, sens=1.109, deg=0.000]
Ep 052/100 [S3:+sens]:  50%|█ | 133/264 [03:25<03:21,  1.54s/it, loss=0.534, mat=0.003, sens=1.038, deg=0.000]
Ep 052/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:19,  1.54s/it, loss=0.534, mat=0.003, sens=1.038, deg=0.000]
Ep 052/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:19,  1.54s/it, loss=0.623, mat=0.004, sens=1.238, deg=0.000]
Ep 052/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:17,  1.53s/it, loss=0.623, mat=0.004, sens=1.238, deg=0.000]
Ep 052/100 [S3:+sens]:  51%|█ | 135/264 [03:28<03:17,  1.53s/it, loss=0.576, mat=0.004, sens=1.143, deg=0.000]
Ep 052/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:15,  1.53s/it, loss=0.576, mat=0.004, sens=1.143, deg=0.000]
Ep 052/100 [S3:+sens]:  52%|█ | 136/264 [03:30<03:15,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:13,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  52%|█ | 137/264 [03:31<03:13,  1.53s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:14,  1.55s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  52%|█ | 138/264 [03:33<03:14,  1.55s/it, loss=0.634, mat=0.003, sens=1.230, deg=0.000]
Ep 052/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:12,  1.54s/it, loss=0.634, mat=0.003, sens=1.230, deg=0.000]
Ep 052/100 [S3:+sens]:  53%|█ | 139/264 [03:34<03:12,  1.54s/it, loss=0.600, mat=0.003, sens=1.181, deg=0.000]
Ep 052/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:10,  1.54s/it, loss=0.600, mat=0.003, sens=1.181, deg=0.000]
Ep 052/100 [S3:+sens]:  53%|█ | 140/264 [03:36<03:10,  1.54s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:08,  1.53s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:08,  1.53s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:06,  1.53s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  54%|█ | 142/264 [03:39<03:06,  1.53s/it, loss=0.561, mat=0.003, sens=1.096, deg=0.000]
Ep 052/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:04,  1.53s/it, loss=0.561, mat=0.003, sens=1.096, deg=0.000]
Ep 052/100 [S3:+sens]:  54%|█ | 143/264 [03:40<03:04,  1.53s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:03,  1.53s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  55%|█ | 144/264 [03:42<03:03,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:02,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  55%|█ | 145/264 [03:43<03:02,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:00,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  55%|█ | 146/264 [03:45<03:00,  1.53s/it, loss=0.475, mat=0.005, sens=0.936, deg=0.000]
Ep 052/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:58,  1.53s/it, loss=0.475, mat=0.005, sens=0.936, deg=0.000]
Ep 052/100 [S3:+sens]:  56%|█ | 147/264 [03:46<02:58,  1.53s/it, loss=0.015, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:57,  1.53s/it, loss=0.015, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  56%|█ | 148/264 [03:48<02:57,  1.53s/it, loss=0.528, mat=0.003, sens=1.048, deg=0.000]
Ep 052/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:55,  1.53s/it, loss=0.528, mat=0.003, sens=1.048, deg=0.000]
Ep 052/100 [S3:+sens]:  56%|█▏| 149/264 [03:50<02:55,  1.53s/it, loss=0.503, mat=0.003, sens=1.000, deg=0.000]
Ep 052/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:56,  1.55s/it, loss=0.503, mat=0.003, sens=1.000, deg=0.000]
Ep 052/100 [S3:+sens]:  57%|█▏| 150/264 [03:51<02:56,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:54,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  57%|█▏| 151/264 [03:53<02:54,  1.54s/it, loss=0.506, mat=0.003, sens=1.006, deg=0.000]
Ep 052/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:51,  1.54s/it, loss=0.506, mat=0.003, sens=1.006, deg=0.000]
Ep 052/100 [S3:+sens]:  58%|█▏| 152/264 [03:54<02:51,  1.54s/it, loss=0.456, mat=0.003, sens=0.907, deg=0.000]
Ep 052/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:49,  1.53s/it, loss=0.456, mat=0.003, sens=0.907, deg=0.000]
Ep 052/100 [S3:+sens]:  58%|█▏| 153/264 [03:56<02:49,  1.53s/it, loss=0.468, mat=0.003, sens=0.931, deg=0.000]
Ep 052/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:48,  1.53s/it, loss=0.468, mat=0.003, sens=0.931, deg=0.000]
Ep 052/100 [S3:+sens]:  58%|█▏| 154/264 [03:57<02:48,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:46,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  59%|█▏| 155/264 [03:59<02:46,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:44,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  59%|█▏| 156/264 [04:00<02:44,  1.53s/it, loss=0.526, mat=0.003, sens=1.044, deg=0.000]
Ep 052/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:43,  1.53s/it, loss=0.526, mat=0.003, sens=1.044, deg=0.000]
Ep 052/100 [S3:+sens]:  59%|█▏| 157/264 [04:02<02:43,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:42,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  60%|█▏| 158/264 [04:03<02:42,  1.53s/it, loss=0.528, mat=0.004, sens=1.051, deg=0.000]
Ep 052/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:40,  1.53s/it, loss=0.528, mat=0.004, sens=1.051, deg=0.000]
Ep 052/100 [S3:+sens]:  60%|█▏| 159/264 [04:05<02:40,  1.53s/it, loss=0.517, mat=0.004, sens=1.030, deg=0.000]
Ep 052/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:39,  1.53s/it, loss=0.517, mat=0.004, sens=1.030, deg=0.000]
Ep 052/100 [S3:+sens]:  61%|█▏| 160/264 [04:06<02:39,  1.53s/it, loss=0.576, mat=0.003, sens=1.147, deg=0.000]
Ep 052/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:37,  1.53s/it, loss=0.576, mat=0.003, sens=1.147, deg=0.000]
Ep 052/100 [S3:+sens]:  61%|█▏| 161/264 [04:08<02:37,  1.53s/it, loss=0.471, mat=0.003, sens=0.938, deg=0.000]
Ep 052/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:35,  1.53s/it, loss=0.471, mat=0.003, sens=0.938, deg=0.000]
Ep 052/100 [S3:+sens]:  61%|█▏| 162/264 [04:09<02:35,  1.53s/it, loss=0.503, mat=0.003, sens=1.000, deg=0.000]
Ep 052/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:33,  1.52s/it, loss=0.503, mat=0.003, sens=1.000, deg=0.000]
Ep 052/100 [S3:+sens]:  62%|█▏| 163/264 [04:11<02:33,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:32,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  62%|█▏| 164/264 [04:12<02:32,  1.52s/it, loss=0.533, mat=0.004, sens=1.060, deg=0.000]
Ep 052/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:30,  1.52s/it, loss=0.533, mat=0.004, sens=1.060, deg=0.000]
Ep 052/100 [S3:+sens]:  62%|█▎| 165/264 [04:14<02:30,  1.52s/it, loss=0.498, mat=0.003, sens=0.989, deg=0.000]
Ep 052/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:28,  1.52s/it, loss=0.498, mat=0.003, sens=0.989, deg=0.000]
Ep 052/100 [S3:+sens]:  63%|█▎| 166/264 [04:15<02:28,  1.52s/it, loss=0.491, mat=0.003, sens=0.977, deg=0.000]
Ep 052/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.52s/it, loss=0.491, mat=0.003, sens=0.977, deg=0.000]
Ep 052/100 [S3:+sens]:  63%|█▎| 167/264 [04:17<02:27,  1.52s/it, loss=0.549, mat=0.002, sens=1.091, deg=0.000]
Ep 052/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:26,  1.52s/it, loss=0.549, mat=0.002, sens=1.091, deg=0.000]
Ep 052/100 [S3:+sens]:  64%|█▎| 168/264 [04:19<02:26,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:26,  1.54s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  64%|█▎| 169/264 [04:20<02:26,  1.54s/it, loss=0.508, mat=0.005, sens=1.007, deg=0.000]
Ep 052/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:24,  1.54s/it, loss=0.508, mat=0.005, sens=1.007, deg=0.000]
Ep 052/100 [S3:+sens]:  64%|█▎| 170/264 [04:22<02:24,  1.54s/it, loss=0.575, mat=0.004, sens=1.143, deg=0.000]
Ep 052/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:22,  1.53s/it, loss=0.575, mat=0.004, sens=1.143, deg=0.000]
Ep 052/100 [S3:+sens]:  65%|█▎| 171/264 [04:23<02:22,  1.53s/it, loss=0.560, mat=0.004, sens=1.107, deg=0.000]
Ep 052/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:20,  1.53s/it, loss=0.560, mat=0.004, sens=1.107, deg=0.000]
Ep 052/100 [S3:+sens]:  65%|█▎| 172/264 [04:25<02:20,  1.53s/it, loss=0.584, mat=0.002, sens=1.158, deg=0.002]
Ep 052/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:18,  1.52s/it, loss=0.584, mat=0.002, sens=1.158, deg=0.002]
Ep 052/100 [S3:+sens]:  66%|█▎| 173/264 [04:26<02:18,  1.52s/it, loss=0.530, mat=0.003, sens=1.052, deg=0.000]
Ep 052/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:17,  1.52s/it, loss=0.530, mat=0.003, sens=1.052, deg=0.000]
Ep 052/100 [S3:+sens]:  66%|█▎| 174/264 [04:28<02:17,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.005]
Ep 052/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:15,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.005]
Ep 052/100 [S3:+sens]:  66%|█▎| 175/264 [04:29<02:15,  1.52s/it, loss=0.469, mat=0.003, sens=0.930, deg=0.000]
Ep 052/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:14,  1.52s/it, loss=0.469, mat=0.003, sens=0.930, deg=0.000]
Ep 052/100 [S3:+sens]:  67%|█▎| 176/264 [04:31<02:14,  1.52s/it, loss=0.533, mat=0.003, sens=1.051, deg=0.000]
Ep 052/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:12,  1.52s/it, loss=0.533, mat=0.003, sens=1.051, deg=0.000]
Ep 052/100 [S3:+sens]:  67%|█▎| 177/264 [04:32<02:12,  1.52s/it, loss=0.582, mat=0.003, sens=1.156, deg=0.000]
Ep 052/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:10,  1.52s/it, loss=0.582, mat=0.003, sens=1.156, deg=0.000]
Ep 052/100 [S3:+sens]:  67%|█▎| 178/264 [04:34<02:10,  1.52s/it, loss=0.527, mat=0.004, sens=1.048, deg=0.000]
Ep 052/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:09,  1.52s/it, loss=0.527, mat=0.004, sens=1.048, deg=0.000]
Ep 052/100 [S3:+sens]:  68%|█▎| 179/264 [04:35<02:09,  1.52s/it, loss=0.502, mat=0.004, sens=0.996, deg=0.000]
Ep 052/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:07,  1.52s/it, loss=0.502, mat=0.004, sens=0.996, deg=0.000]
Ep 052/100 [S3:+sens]:  68%|█▎| 180/264 [04:37<02:07,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:06,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  69%|█▎| 181/264 [04:38<02:06,  1.52s/it, loss=0.544, mat=0.003, sens=1.076, deg=0.000]
Ep 052/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:05,  1.53s/it, loss=0.544, mat=0.003, sens=1.076, deg=0.000]
Ep 052/100 [S3:+sens]:  69%|█▍| 182/264 [04:40<02:05,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:06,  1.56s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  69%|█▍| 183/264 [04:41<02:06,  1.56s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:03,  1.55s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  70%|█▍| 184/264 [04:43<02:03,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:01,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  70%|█▍| 185/264 [04:45<02:01,  1.54s/it, loss=0.543, mat=0.004, sens=1.077, deg=0.000]
Ep 052/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<01:59,  1.53s/it, loss=0.543, mat=0.004, sens=1.077, deg=0.000]
Ep 052/100 [S3:+sens]:  70%|█▍| 186/264 [04:46<01:59,  1.53s/it, loss=0.480, mat=0.002, sens=0.954, deg=0.000]
Ep 052/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:57,  1.53s/it, loss=0.480, mat=0.002, sens=0.954, deg=0.000]
Ep 052/100 [S3:+sens]:  71%|█▍| 187/264 [04:48<01:57,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  71%|█▍| 188/264 [04:48<01:55,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  71%|█▍| 188/264 [04:49<01:55,  1.53s/it, loss=0.928, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:54,  1.52s/it, loss=0.928, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  72%|█▍| 189/264 [04:51<01:54,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  72%|█▍| 190/264 [04:51<01:52,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  72%|█▍| 190/264 [04:52<01:52,  1.52s/it, loss=0.426, mat=0.003, sens=0.844, deg=0.000]
Ep 052/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:51,  1.52s/it, loss=0.426, mat=0.003, sens=0.844, deg=0.000]
Ep 052/100 [S3:+sens]:  72%|█▍| 191/264 [04:54<01:51,  1.52s/it, loss=0.542, mat=0.004, sens=1.074, deg=0.000]
Ep 052/100 [S3:+sens]:  73%|█▍| 192/264 [04:54<01:49,  1.52s/it, loss=0.542, mat=0.004, sens=1.074, deg=0.000]
Ep 052/100 [S3:+sens]:  73%|█▍| 192/264 [04:55<01:49,  1.52s/it, loss=0.558, mat=0.004, sens=1.090, deg=0.000]
Ep 052/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:48,  1.52s/it, loss=0.558, mat=0.004, sens=1.090, deg=0.000]
Ep 052/100 [S3:+sens]:  73%|█▍| 193/264 [04:57<01:48,  1.52s/it, loss=0.537, mat=0.003, sens=1.054, deg=0.001]
Ep 052/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:46,  1.52s/it, loss=0.537, mat=0.003, sens=1.054, deg=0.001]
Ep 052/100 [S3:+sens]:  73%|█▍| 194/264 [04:58<01:46,  1.52s/it, loss=0.539, mat=0.004, sens=1.046, deg=0.000]
Ep 052/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:46,  1.55s/it, loss=0.539, mat=0.004, sens=1.046, deg=0.000]
Ep 052/100 [S3:+sens]:  74%|█▍| 195/264 [05:00<01:46,  1.55s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:44,  1.54s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  74%|█▍| 196/264 [05:01<01:44,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:42,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  75%|█▍| 197/264 [05:03<01:42,  1.53s/it, loss=0.461, mat=0.003, sens=0.914, deg=0.000]
Ep 052/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.53s/it, loss=0.461, mat=0.003, sens=0.914, deg=0.000]
Ep 052/100 [S3:+sens]:  75%|█▌| 198/264 [05:04<01:40,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:39,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  75%|█▌| 199/264 [05:06<01:39,  1.53s/it, loss=0.479, mat=0.004, sens=0.952, deg=0.000]
Ep 052/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.479, mat=0.004, sens=0.952, deg=0.000]
Ep 052/100 [S3:+sens]:  76%|█▌| 200/264 [05:07<01:37,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  76%|█▌| 201/264 [05:09<01:35,  1.52s/it, loss=0.514, mat=0.004, sens=1.021, deg=0.001]
Ep 052/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.52s/it, loss=0.514, mat=0.004, sens=1.021, deg=0.001]
Ep 052/100 [S3:+sens]:  77%|█▌| 202/264 [05:10<01:34,  1.52s/it, loss=0.505, mat=0.004, sens=1.004, deg=0.000]
Ep 052/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:33,  1.53s/it, loss=0.505, mat=0.004, sens=1.004, deg=0.000]
Ep 052/100 [S3:+sens]:  77%|█▌| 203/264 [05:12<01:33,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:31,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  77%|█▌| 204/264 [05:14<01:31,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  78%|█▌| 205/264 [05:14<01:30,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  78%|█▌| 205/264 [05:15<01:30,  1.53s/it, loss=0.450, mat=0.002, sens=0.896, deg=0.000]
Ep 052/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:28,  1.52s/it, loss=0.450, mat=0.002, sens=0.896, deg=0.000]
Ep 052/100 [S3:+sens]:  78%|█▌| 206/264 [05:17<01:28,  1.52s/it, loss=0.546, mat=0.003, sens=1.086, deg=0.000]
Ep 052/100 [S3:+sens]:  78%|█▌| 207/264 [05:17<01:27,  1.54s/it, loss=0.546, mat=0.003, sens=1.086, deg=0.000]
Ep 052/100 [S3:+sens]:  78%|█▌| 207/264 [05:18<01:27,  1.54s/it, loss=0.515, mat=0.003, sens=1.025, deg=0.000]
Ep 052/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.53s/it, loss=0.515, mat=0.003, sens=1.025, deg=0.000]
Ep 052/100 [S3:+sens]:  79%|█▌| 208/264 [05:20<01:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  79%|█▌| 209/264 [05:20<01:24,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  79%|█▌| 209/264 [05:21<01:24,  1.53s/it, loss=0.435, mat=0.003, sens=0.865, deg=0.000]
Ep 052/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.53s/it, loss=0.435, mat=0.003, sens=0.865, deg=0.000]
Ep 052/100 [S3:+sens]:  80%|█▌| 210/264 [05:23<01:22,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  80%|█▌| 211/264 [05:23<01:20,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  80%|█▌| 211/264 [05:24<01:20,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  80%|█▌| 212/264 [05:26<01:19,  1.52s/it, loss=0.514, mat=0.003, sens=1.021, deg=0.000]
Ep 052/100 [S3:+sens]:  81%|█▌| 213/264 [05:26<01:18,  1.55s/it, loss=0.514, mat=0.003, sens=1.021, deg=0.000]
Ep 052/100 [S3:+sens]:  81%|█▌| 213/264 [05:27<01:18,  1.55s/it, loss=0.050, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:16,  1.54s/it, loss=0.050, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  81%|█▌| 214/264 [05:29<01:16,  1.54s/it, loss=0.510, mat=0.003, sens=1.013, deg=0.000]
Ep 052/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:15,  1.53s/it, loss=0.510, mat=0.003, sens=1.013, deg=0.000]
Ep 052/100 [S3:+sens]:  81%|█▋| 215/264 [05:30<01:15,  1.53s/it, loss=0.451, mat=0.003, sens=0.896, deg=0.000]
Ep 052/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.53s/it, loss=0.451, mat=0.003, sens=0.896, deg=0.000]
Ep 052/100 [S3:+sens]:  82%|█▋| 216/264 [05:32<01:13,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  82%|█▋| 217/264 [05:33<01:11,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:10,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  83%|█▋| 218/264 [05:35<01:10,  1.53s/it, loss=0.401, mat=0.003, sens=0.799, deg=0.000]
Ep 052/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.53s/it, loss=0.401, mat=0.003, sens=0.799, deg=0.000]
Ep 052/100 [S3:+sens]:  83%|█▋| 219/264 [05:36<01:08,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:07,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  83%|█▋| 220/264 [05:38<01:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  84%|█▋| 221/264 [05:40<01:05,  1.52s/it, loss=0.430, mat=0.003, sens=0.853, deg=0.000]
Ep 052/100 [S3:+sens]:  84%|█▋| 222/264 [05:40<01:03,  1.52s/it, loss=0.430, mat=0.003, sens=0.853, deg=0.000]
Ep 052/100 [S3:+sens]:  84%|█▋| 222/264 [05:41<01:03,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  84%|█▋| 223/264 [05:43<01:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  85%|█▋| 224/264 [05:43<01:00,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  85%|█▋| 224/264 [05:44<01:00,  1.52s/it, loss=0.484, mat=0.006, sens=0.962, deg=0.000]
Ep 052/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.52s/it, loss=0.484, mat=0.006, sens=0.962, deg=0.000]
Ep 052/100 [S3:+sens]:  85%|█▋| 225/264 [05:46<00:59,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  86%|█▋| 226/264 [05:46<00:57,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  86%|█▋| 226/264 [05:47<00:57,  1.52s/it, loss=0.490, mat=0.002, sens=0.975, deg=0.000]
Ep 052/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.52s/it, loss=0.490, mat=0.002, sens=0.975, deg=0.000]
Ep 052/100 [S3:+sens]:  86%|█▋| 227/264 [05:49<00:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  86%|█▋| 228/264 [05:49<00:55,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  86%|█▋| 228/264 [05:50<00:55,  1.54s/it, loss=0.522, mat=0.003, sens=1.039, deg=0.000]
Ep 052/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.54s/it, loss=0.522, mat=0.003, sens=1.039, deg=0.000]
Ep 052/100 [S3:+sens]:  87%|█▋| 229/264 [05:52<00:53,  1.54s/it, loss=0.454, mat=0.003, sens=0.903, deg=0.000]
Ep 052/100 [S3:+sens]:  87%|█▋| 230/264 [05:52<00:52,  1.53s/it, loss=0.454, mat=0.003, sens=0.903, deg=0.000]
Ep 052/100 [S3:+sens]:  87%|█▋| 230/264 [05:53<00:52,  1.53s/it, loss=0.534, mat=0.004, sens=1.061, deg=0.000]
Ep 052/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.54s/it, loss=0.534, mat=0.004, sens=1.061, deg=0.000]
Ep 052/100 [S3:+sens]:  88%|█▊| 231/264 [05:55<00:50,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  88%|█▊| 232/264 [05:55<00:49,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  88%|█▊| 232/264 [05:56<00:49,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  88%|█▊| 233/264 [05:58<00:47,  1.53s/it, loss=0.443, mat=0.004, sens=0.882, deg=0.000]
Ep 052/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:45,  1.53s/it, loss=0.443, mat=0.004, sens=0.882, deg=0.000]
Ep 052/100 [S3:+sens]:  89%|█▊| 234/264 [05:59<00:45,  1.53s/it, loss=0.500, mat=0.004, sens=0.994, deg=0.000]
Ep 052/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.53s/it, loss=0.500, mat=0.004, sens=0.994, deg=0.000]
Ep 052/100 [S3:+sens]:  89%|█▊| 235/264 [06:01<00:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  89%|█▊| 236/264 [06:02<00:42,  1.52s/it, loss=0.482, mat=0.002, sens=0.961, deg=0.000]
Ep 052/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.52s/it, loss=0.482, mat=0.002, sens=0.961, deg=0.000]
Ep 052/100 [S3:+sens]:  90%|█▊| 237/264 [06:04<00:41,  1.52s/it, loss=0.496, mat=0.003, sens=0.988, deg=0.000]
Ep 052/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.52s/it, loss=0.496, mat=0.003, sens=0.988, deg=0.000]
Ep 052/100 [S3:+sens]:  90%|█▊| 238/264 [06:05<00:39,  1.52s/it, loss=0.492, mat=0.002, sens=0.979, deg=0.000]
Ep 052/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:38,  1.52s/it, loss=0.492, mat=0.002, sens=0.979, deg=0.000]
Ep 052/100 [S3:+sens]:  91%|█▊| 239/264 [06:07<00:38,  1.52s/it, loss=0.526, mat=0.004, sens=1.047, deg=0.000]
Ep 052/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:37,  1.54s/it, loss=0.526, mat=0.004, sens=1.047, deg=0.000]
Ep 052/100 [S3:+sens]:  91%|█▊| 240/264 [06:09<00:37,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  91%|█▊| 241/264 [06:09<00:35,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  91%|█▊| 241/264 [06:10<00:35,  1.54s/it, loss=0.454, mat=0.003, sens=0.905, deg=0.000]
Ep 052/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.53s/it, loss=0.454, mat=0.003, sens=0.905, deg=0.000]
Ep 052/100 [S3:+sens]:  92%|█▊| 242/264 [06:12<00:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  92%|█▊| 243/264 [06:12<00:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  92%|█▊| 243/264 [06:13<00:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  92%|█▊| 244/264 [06:15<00:30,  1.52s/it, loss=0.602, mat=0.002, sens=1.202, deg=0.000]
Ep 052/100 [S3:+sens]:  93%|█▊| 245/264 [06:15<00:28,  1.52s/it, loss=0.602, mat=0.002, sens=1.202, deg=0.000]
Ep 052/100 [S3:+sens]:  93%|█▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.508, mat=0.003, sens=1.010, deg=0.000]
Ep 052/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.508, mat=0.003, sens=1.010, deg=0.000]
Ep 052/100 [S3:+sens]:  93%|█▊| 246/264 [06:18<00:27,  1.52s/it, loss=0.519, mat=0.003, sens=1.030, deg=0.000]
Ep 052/100 [S3:+sens]:  94%|█▊| 247/264 [06:18<00:25,  1.52s/it, loss=0.519, mat=0.003, sens=1.030, deg=0.000]
Ep 052/100 [S3:+sens]:  94%|█▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.467, mat=0.004, sens=0.930, deg=0.000]
Ep 052/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.467, mat=0.004, sens=0.930, deg=0.000]
Ep 052/100 [S3:+sens]:  94%|█▉| 248/264 [06:21<00:24,  1.52s/it, loss=0.564, mat=0.003, sens=1.121, deg=0.000]
Ep 052/100 [S3:+sens]:  94%|█▉| 249/264 [06:21<00:22,  1.53s/it, loss=0.564, mat=0.003, sens=1.121, deg=0.000]
Ep 052/100 [S3:+sens]:  94%|█▉| 249/264 [06:22<00:22,  1.53s/it, loss=0.535, mat=0.002, sens=1.066, deg=0.000]
Ep 052/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.535, mat=0.002, sens=1.066, deg=0.000]
Ep 052/100 [S3:+sens]:  95%|█▉| 250/264 [06:24<00:21,  1.52s/it, loss=0.516, mat=0.003, sens=1.027, deg=0.000]
Ep 052/100 [S3:+sens]:  95%|█▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.516, mat=0.003, sens=1.027, deg=0.000]
Ep 052/100 [S3:+sens]:  95%|█▉| 251/264 [06:25<00:19,  1.52s/it, loss=0.543, mat=0.005, sens=1.079, deg=0.000]
Ep 052/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.53s/it, loss=0.543, mat=0.005, sens=1.079, deg=0.000]
Ep 052/100 [S3:+sens]:  95%|█▉| 252/264 [06:27<00:18,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  96%|█▉| 253/264 [06:28<00:16,  1.52s/it, loss=0.608, mat=0.004, sens=1.210, deg=0.000]
Ep 052/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.608, mat=0.004, sens=1.210, deg=0.000]
Ep 052/100 [S3:+sens]:  96%|█▉| 254/264 [06:30<00:15,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  97%|█▉| 255/264 [06:31<00:13,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  97%|█▉| 256/264 [06:33<00:12,  1.53s/it, loss=0.499, mat=0.004, sens=0.990, deg=0.000]
Ep 052/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.53s/it, loss=0.499, mat=0.004, sens=0.990, deg=0.000]
Ep 052/100 [S3:+sens]:  97%|█▉| 257/264 [06:35<00:10,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  98%|█▉| 258/264 [06:35<00:09,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  98%|█▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.493, mat=0.003, sens=0.980, deg=0.000]
Ep 052/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.55s/it, loss=0.493, mat=0.003, sens=0.980, deg=0.000]
Ep 052/100 [S3:+sens]:  98%|█▉| 259/264 [06:38<00:07,  1.55s/it, loss=0.512, mat=0.003, sens=1.020, deg=0.000]
Ep 052/100 [S3:+sens]:  98%|█▉| 260/264 [06:38<00:06,  1.54s/it, loss=0.512, mat=0.003, sens=1.020, deg=0.000]
Ep 052/100 [S3:+sens]:  98%|█▉| 260/264 [06:39<00:06,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  99%|█▉| 261/264 [06:41<00:04,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  99%|█▉| 262/264 [06:41<00:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]:  99%|█▉| 262/264 [06:42<00:03,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 052/100 [S3:+sens]: 100%|█▉| 263/264 [06:44<00:01,  1.53s/it, loss=0.483, mat=0.003, sens=0.960, deg=0.000]
Ep 052/100 [S3:+sens]: 100%|██| 264/264 [06:44<00:00,  1.53s/it, loss=0.483, mat=0.003, sens=0.960, deg=0.000]
                                                                                                              
Epoch 052/100 [S3:+sens]  loss=0.3087  mat=0.0032  sens=0.5927  deg=0.0004  orth=0.0106  α=0.5 β=0.5 γ=0.3  404s

Ep 053/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 053/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.573, mat=0.003, sens=1.141, deg=0.000]
Ep 053/100 [S3:+sens]:   0%|    | 1/264 [00:02<10:15,  2.34s/it, loss=0.573, mat=0.003, sens=1.141, deg=0.000]
Ep 053/100 [S3:+sens]:   0%|    | 1/264 [00:03<10:15,  2.34s/it, loss=0.495, mat=0.002, sens=0.987, deg=0.000]
Ep 053/100 [S3:+sens]:   1%|    | 2/264 [00:03<08:06,  1.86s/it, loss=0.495, mat=0.002, sens=0.987, deg=0.000]
Ep 053/100 [S3:+sens]:   1%|    | 2/264 [00:05<08:06,  1.86s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:24,  1.70s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:24,  1.70s/it, loss=0.523, mat=0.003, sens=1.040, deg=0.000]
Ep 053/100 [S3:+sens]:   2%|    | 4/264 [00:06<07:04,  1.63s/it, loss=0.523, mat=0.003, sens=1.040, deg=0.000]
Ep 053/100 [S3:+sens]:   2%|    | 4/264 [00:08<07:04,  1.63s/it, loss=0.532, mat=0.002, sens=1.059, deg=0.000]
Ep 053/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:51,  1.59s/it, loss=0.532, mat=0.002, sens=1.059, deg=0.000]
Ep 053/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:51,  1.59s/it, loss=0.480, mat=0.003, sens=0.955, deg=0.000]
Ep 053/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:44,  1.57s/it, loss=0.480, mat=0.003, sens=0.955, deg=0.000]
Ep 053/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:44,  1.57s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:38,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:38,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:34,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:34,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:31,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   3%|▏   | 9/264 [00:16<06:31,  1.53s/it, loss=0.496, mat=0.005, sens=0.984, deg=0.000]
Ep 053/100 [S3:+sens]:   4%|   | 10/264 [00:16<06:29,  1.53s/it, loss=0.496, mat=0.005, sens=0.984, deg=0.000]
Ep 053/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:35,  1.56s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   4%|▏  | 11/264 [00:19<06:35,  1.56s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   5%|▏  | 12/264 [00:19<06:30,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:30,  1.55s/it, loss=0.554, mat=0.004, sens=1.100, deg=0.000]
Ep 053/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:26,  1.54s/it, loss=0.554, mat=0.004, sens=1.100, deg=0.000]
Ep 053/100 [S3:+sens]:   5%|▏  | 13/264 [00:22<06:26,  1.54s/it, loss=0.510, mat=0.003, sens=1.016, deg=0.000]
Ep 053/100 [S3:+sens]:   5%|▏  | 14/264 [00:22<06:25,  1.54s/it, loss=0.510, mat=0.003, sens=1.016, deg=0.000]
Ep 053/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:25,  1.54s/it, loss=0.610, mat=0.003, sens=1.214, deg=0.000]
Ep 053/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:23,  1.54s/it, loss=0.610, mat=0.003, sens=1.214, deg=0.000]
Ep 053/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:23,  1.54s/it, loss=0.474, mat=0.003, sens=0.944, deg=0.000]
Ep 053/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:20,  1.54s/it, loss=0.474, mat=0.003, sens=0.944, deg=0.000]
Ep 053/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:20,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:18,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:18,  1.53s/it, loss=0.561, mat=0.003, sens=1.115, deg=0.000]
Ep 053/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:15,  1.53s/it, loss=0.561, mat=0.003, sens=1.115, deg=0.000]
Ep 053/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:15,  1.53s/it, loss=0.634, mat=0.003, sens=1.260, deg=0.000]
Ep 053/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:13,  1.53s/it, loss=0.634, mat=0.003, sens=1.260, deg=0.000]
Ep 053/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:13,  1.53s/it, loss=0.498, mat=0.003, sens=0.989, deg=0.000]
Ep 053/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:11,  1.52s/it, loss=0.498, mat=0.003, sens=0.989, deg=0.000]
Ep 053/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:11,  1.52s/it, loss=0.653, mat=0.003, sens=1.296, deg=0.002]
Ep 053/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:09,  1.52s/it, loss=0.653, mat=0.003, sens=1.296, deg=0.002]
Ep 053/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:09,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:08,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:08,  1.52s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:07,  1.52s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:07,  1.52s/it, loss=0.591, mat=0.004, sens=1.171, deg=0.000]
Ep 053/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:04,  1.52s/it, loss=0.591, mat=0.004, sens=1.171, deg=0.000]
Ep 053/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:04,  1.52s/it, loss=0.566, mat=0.003, sens=1.126, deg=0.000]
Ep 053/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:03,  1.52s/it, loss=0.566, mat=0.003, sens=1.126, deg=0.000]
Ep 053/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:03,  1.52s/it, loss=0.575, mat=0.003, sens=1.144, deg=0.000]
Ep 053/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:06,  1.54s/it, loss=0.575, mat=0.003, sens=1.144, deg=0.000]
Ep 053/100 [S3:+sens]:  10%|▎  | 26/264 [00:42<06:06,  1.54s/it, loss=0.509, mat=0.002, sens=1.014, deg=0.000]
Ep 053/100 [S3:+sens]:  10%|▎  | 27/264 [00:42<06:04,  1.54s/it, loss=0.509, mat=0.002, sens=1.014, deg=0.000]
Ep 053/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:04,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<06:01,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  11%|▎  | 28/264 [00:45<06:01,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  11%|▎  | 29/264 [00:45<05:58,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:58,  1.53s/it, loss=0.546, mat=0.004, sens=1.086, deg=0.000]
Ep 053/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:56,  1.53s/it, loss=0.546, mat=0.004, sens=1.086, deg=0.000]
Ep 053/100 [S3:+sens]:  11%|▎  | 30/264 [00:48<05:56,  1.53s/it, loss=0.625, mat=0.004, sens=1.241, deg=0.000]
Ep 053/100 [S3:+sens]:  12%|▎  | 31/264 [00:48<05:54,  1.52s/it, loss=0.625, mat=0.004, sens=1.241, deg=0.000]
Ep 053/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:54,  1.52s/it, loss=0.527, mat=0.004, sens=1.044, deg=0.000]
Ep 053/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:53,  1.52s/it, loss=0.527, mat=0.004, sens=1.044, deg=0.000]
Ep 053/100 [S3:+sens]:  12%|▎  | 32/264 [00:51<05:53,  1.52s/it, loss=0.472, mat=0.002, sens=0.940, deg=0.000]
Ep 053/100 [S3:+sens]:  12%|▍  | 33/264 [00:51<05:52,  1.52s/it, loss=0.472, mat=0.002, sens=0.940, deg=0.000]
Ep 053/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:52,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:50,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  13%|▍  | 34/264 [00:54<05:50,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.002]
Ep 053/100 [S3:+sens]:  13%|▍  | 35/264 [00:54<05:49,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.002]
Ep 053/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:49,  1.52s/it, loss=0.500, mat=0.003, sens=0.994, deg=0.003]
Ep 053/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:47,  1.52s/it, loss=0.500, mat=0.003, sens=0.994, deg=0.003]
Ep 053/100 [S3:+sens]:  14%|▍  | 36/264 [00:57<05:47,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.003]
Ep 053/100 [S3:+sens]:  14%|▍  | 37/264 [00:57<05:45,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.003]
Ep 053/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:45,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:53,  1.57s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:53,  1.57s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.003]
Ep 053/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:49,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.003]
Ep 053/100 [S3:+sens]:  15%|▍  | 39/264 [01:02<05:49,  1.55s/it, loss=0.479, mat=0.003, sens=0.954, deg=0.001]
Ep 053/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:45,  1.54s/it, loss=0.479, mat=0.003, sens=0.954, deg=0.001]
Ep 053/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:45,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:43,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  16%|▍  | 41/264 [01:05<05:43,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:40,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:40,  1.53s/it, loss=0.561, mat=0.003, sens=1.118, deg=0.000]
Ep 053/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:37,  1.53s/it, loss=0.561, mat=0.003, sens=1.118, deg=0.000]
Ep 053/100 [S3:+sens]:  16%|▍  | 43/264 [01:08<05:37,  1.53s/it, loss=0.513, mat=0.004, sens=1.022, deg=0.000]
Ep 053/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:36,  1.53s/it, loss=0.513, mat=0.004, sens=1.022, deg=0.000]
Ep 053/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:36,  1.53s/it, loss=0.581, mat=0.003, sens=1.157, deg=0.000]
Ep 053/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:33,  1.52s/it, loss=0.581, mat=0.003, sens=1.157, deg=0.000]
Ep 053/100 [S3:+sens]:  17%|▌  | 45/264 [01:11<05:33,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:32,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:32,  1.52s/it, loss=0.532, mat=0.004, sens=1.059, deg=0.000]
Ep 053/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:31,  1.53s/it, loss=0.532, mat=0.004, sens=1.059, deg=0.000]
Ep 053/100 [S3:+sens]:  18%|▌  | 47/264 [01:14<05:31,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:29,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:29,  1.53s/it, loss=0.592, mat=0.004, sens=1.177, deg=0.000]
Ep 053/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:27,  1.52s/it, loss=0.592, mat=0.004, sens=1.177, deg=0.000]
Ep 053/100 [S3:+sens]:  19%|▌  | 49/264 [01:17<05:27,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:25,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:25,  1.52s/it, loss=0.448, mat=0.003, sens=0.889, deg=0.000]
Ep 053/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:23,  1.52s/it, loss=0.448, mat=0.003, sens=0.889, deg=0.000]
Ep 053/100 [S3:+sens]:  19%|▌  | 51/264 [01:20<05:23,  1.52s/it, loss=0.425, mat=0.003, sens=0.844, deg=0.000]
Ep 053/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:22,  1.52s/it, loss=0.425, mat=0.003, sens=0.844, deg=0.000]
Ep 053/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:22,  1.52s/it, loss=0.476, mat=0.003, sens=0.946, deg=0.000]
Ep 053/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:21,  1.53s/it, loss=0.476, mat=0.003, sens=0.946, deg=0.000]
Ep 053/100 [S3:+sens]:  20%|▌  | 53/264 [01:23<05:21,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:18,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  21%|▋  | 55/264 [01:26<05:18,  1.52s/it, loss=0.534, mat=0.003, sens=1.061, deg=0.000]
Ep 053/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:21,  1.55s/it, loss=0.534, mat=0.003, sens=1.061, deg=0.000]
Ep 053/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:21,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:18,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:18,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:16,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  22%|▋  | 58/264 [01:31<05:16,  1.53s/it, loss=0.457, mat=0.004, sens=0.908, deg=0.000]
Ep 053/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:14,  1.53s/it, loss=0.457, mat=0.004, sens=0.908, deg=0.000]
Ep 053/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:14,  1.53s/it, loss=0.546, mat=0.003, sens=1.082, deg=0.009]
Ep 053/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:12,  1.53s/it, loss=0.546, mat=0.003, sens=1.082, deg=0.009]
Ep 053/100 [S3:+sens]:  23%|▋  | 60/264 [01:34<05:12,  1.53s/it, loss=0.523, mat=0.003, sens=1.041, deg=0.000]
Ep 053/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:10,  1.53s/it, loss=0.523, mat=0.003, sens=1.041, deg=0.000]
Ep 053/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:10,  1.53s/it, loss=0.506, mat=0.005, sens=1.006, deg=0.000]
Ep 053/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:10,  1.54s/it, loss=0.506, mat=0.005, sens=1.006, deg=0.000]
Ep 053/100 [S3:+sens]:  23%|▋  | 62/264 [01:37<05:10,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:08,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:08,  1.53s/it, loss=0.497, mat=0.003, sens=0.981, deg=0.000]
Ep 053/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:06,  1.53s/it, loss=0.497, mat=0.003, sens=0.981, deg=0.000]
Ep 053/100 [S3:+sens]:  24%|▋  | 64/264 [01:40<05:06,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:04,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:04,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:02,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  25%|▊  | 66/264 [01:43<05:02,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<05:00,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:00,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:58,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  26%|▊  | 68/264 [01:46<04:58,  1.52s/it, loss=0.577, mat=0.003, sens=1.144, deg=0.002]
Ep 053/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:57,  1.52s/it, loss=0.577, mat=0.003, sens=1.144, deg=0.002]
Ep 053/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:57,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:59,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  27%|▊  | 70/264 [01:49<04:59,  1.54s/it, loss=0.642, mat=0.003, sens=1.275, deg=0.000]
Ep 053/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:56,  1.54s/it, loss=0.642, mat=0.003, sens=1.275, deg=0.000]
Ep 053/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:56,  1.54s/it, loss=0.582, mat=0.003, sens=1.156, deg=0.001]
Ep 053/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:53,  1.53s/it, loss=0.582, mat=0.003, sens=1.156, deg=0.001]
Ep 053/100 [S3:+sens]:  27%|▊  | 72/264 [01:52<04:53,  1.53s/it, loss=0.602, mat=0.003, sens=1.191, deg=0.000]
Ep 053/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:51,  1.53s/it, loss=0.602, mat=0.003, sens=1.191, deg=0.000]
Ep 053/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:51,  1.53s/it, loss=0.535, mat=0.004, sens=1.062, deg=0.001]
Ep 053/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:49,  1.53s/it, loss=0.535, mat=0.004, sens=1.062, deg=0.001]
Ep 053/100 [S3:+sens]:  28%|▊  | 74/264 [01:55<04:49,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:47,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  28%|▊  | 75/264 [01:57<04:47,  1.52s/it, loss=0.694, mat=0.005, sens=1.377, deg=0.001]
Ep 053/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:46,  1.52s/it, loss=0.694, mat=0.005, sens=1.377, deg=0.001]
Ep 053/100 [S3:+sens]:  29%|▊  | 76/264 [01:58<04:46,  1.52s/it, loss=0.500, mat=0.003, sens=0.994, deg=0.000]
Ep 053/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:44,  1.52s/it, loss=0.500, mat=0.003, sens=0.994, deg=0.000]
Ep 053/100 [S3:+sens]:  29%|▉  | 77/264 [02:00<04:44,  1.52s/it, loss=0.013, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:43,  1.52s/it, loss=0.013, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:43,  1.52s/it, loss=0.573, mat=0.003, sens=1.128, deg=0.001]
Ep 053/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:41,  1.52s/it, loss=0.573, mat=0.003, sens=1.128, deg=0.001]
Ep 053/100 [S3:+sens]:  30%|▉  | 79/264 [02:03<04:41,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:39,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:38,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  31%|▉  | 81/264 [02:06<04:38,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.002]
Ep 053/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:40,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.002]
Ep 053/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:40,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002]
Ep 053/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:38,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002]
Ep 053/100 [S3:+sens]:  31%|▉  | 83/264 [02:09<04:38,  1.54s/it, loss=0.592, mat=0.003, sens=1.176, deg=0.004]
Ep 053/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:35,  1.53s/it, loss=0.592, mat=0.003, sens=1.176, deg=0.004]
Ep 053/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:35,  1.53s/it, loss=0.663, mat=0.004, sens=1.320, deg=0.001]
Ep 053/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:33,  1.53s/it, loss=0.663, mat=0.004, sens=1.320, deg=0.001]
Ep 053/100 [S3:+sens]:  32%|▉  | 85/264 [02:12<04:33,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:32,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:32,  1.53s/it, loss=0.534, mat=0.003, sens=1.051, deg=0.002]
Ep 053/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:31,  1.53s/it, loss=0.534, mat=0.003, sens=1.051, deg=0.002]
Ep 053/100 [S3:+sens]:  33%|▉  | 87/264 [02:15<04:31,  1.53s/it, loss=0.589, mat=0.004, sens=1.172, deg=0.000]
Ep 053/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:28,  1.53s/it, loss=0.589, mat=0.004, sens=1.172, deg=0.000]
Ep 053/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:28,  1.53s/it, loss=0.494, mat=0.002, sens=0.981, deg=0.000]
Ep 053/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:27,  1.53s/it, loss=0.494, mat=0.002, sens=0.981, deg=0.000]
Ep 053/100 [S3:+sens]:  34%|█  | 89/264 [02:18<04:27,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.002]
Ep 053/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:25,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.002]
Ep 053/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:25,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:23,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  34%|█  | 91/264 [02:21<04:23,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:22,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:22,  1.52s/it, loss=0.568, mat=0.005, sens=1.131, deg=0.000]
Ep 053/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:20,  1.52s/it, loss=0.568, mat=0.005, sens=1.131, deg=0.000]
Ep 053/100 [S3:+sens]:  35%|█  | 93/264 [02:24<04:20,  1.52s/it, loss=0.565, mat=0.004, sens=1.125, deg=0.000]
Ep 053/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:18,  1.52s/it, loss=0.565, mat=0.004, sens=1.125, deg=0.000]
Ep 053/100 [S3:+sens]:  36%|█  | 94/264 [02:26<04:18,  1.52s/it, loss=0.587, mat=0.003, sens=1.164, deg=0.000]
Ep 053/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:16,  1.52s/it, loss=0.587, mat=0.003, sens=1.164, deg=0.000]
Ep 053/100 [S3:+sens]:  36%|█  | 95/264 [02:27<04:16,  1.52s/it, loss=0.594, mat=0.005, sens=1.179, deg=0.000]
Ep 053/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:15,  1.52s/it, loss=0.594, mat=0.005, sens=1.179, deg=0.000]
Ep 053/100 [S3:+sens]:  36%|█  | 96/264 [02:29<04:15,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:13,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:13,  1.52s/it, loss=0.560, mat=0.003, sens=1.114, deg=0.000]
Ep 053/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.560, mat=0.003, sens=1.114, deg=0.000]
Ep 053/100 [S3:+sens]:  37%|█  | 98/264 [02:32<04:12,  1.52s/it, loss=0.475, mat=0.003, sens=0.944, deg=0.000]
Ep 053/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:10,  1.52s/it, loss=0.475, mat=0.003, sens=0.944, deg=0.000]
Ep 053/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:10,  1.52s/it, loss=0.484, mat=0.003, sens=0.963, deg=0.000]
Ep 053/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:12,  1.54s/it, loss=0.484, mat=0.003, sens=0.963, deg=0.000]
Ep 053/100 [S3:+sens]:  38%|▊ | 100/264 [02:35<04:12,  1.54s/it, loss=0.500, mat=0.002, sens=0.994, deg=0.000]
Ep 053/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:10,  1.53s/it, loss=0.500, mat=0.002, sens=0.994, deg=0.000]
Ep 053/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:10,  1.53s/it, loss=0.531, mat=0.004, sens=1.057, deg=0.000]
Ep 053/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:08,  1.53s/it, loss=0.531, mat=0.004, sens=1.057, deg=0.000]
Ep 053/100 [S3:+sens]:  39%|▊ | 102/264 [02:38<04:08,  1.53s/it, loss=0.511, mat=0.003, sens=1.013, deg=0.000]
Ep 053/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:05,  1.53s/it, loss=0.511, mat=0.003, sens=1.013, deg=0.000]
Ep 053/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:05,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:04,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  39%|▊ | 104/264 [02:41<04:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:01,  1.52s/it, loss=0.460, mat=0.002, sens=0.915, deg=0.000]
Ep 053/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:00,  1.52s/it, loss=0.460, mat=0.002, sens=0.915, deg=0.000]
Ep 053/100 [S3:+sens]:  40%|▊ | 106/264 [02:44<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<03:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  41%|▊ | 108/264 [02:47<03:56,  1.52s/it, loss=0.491, mat=0.003, sens=0.978, deg=0.000]
Ep 053/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:55,  1.52s/it, loss=0.491, mat=0.003, sens=0.978, deg=0.000]
Ep 053/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:55,  1.52s/it, loss=0.480, mat=0.002, sens=0.955, deg=0.000]
Ep 053/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:53,  1.52s/it, loss=0.480, mat=0.002, sens=0.955, deg=0.000]
Ep 053/100 [S3:+sens]:  42%|▊ | 110/264 [02:50<03:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:53,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  42%|▊ | 112/264 [02:53<03:52,  1.53s/it, loss=0.473, mat=0.002, sens=0.940, deg=0.000]
Ep 053/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:50,  1.53s/it, loss=0.473, mat=0.002, sens=0.940, deg=0.000]
Ep 053/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:50,  1.53s/it, loss=0.500, mat=0.002, sens=0.980, deg=0.028]
Ep 053/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:48,  1.52s/it, loss=0.500, mat=0.002, sens=0.980, deg=0.028]
Ep 053/100 [S3:+sens]:  43%|▊ | 114/264 [02:56<03:48,  1.52s/it, loss=0.447, mat=0.003, sens=0.890, deg=0.000]
Ep 053/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:50,  1.55s/it, loss=0.447, mat=0.003, sens=0.890, deg=0.000]
Ep 053/100 [S3:+sens]:  44%|▊ | 115/264 [02:58<03:50,  1.55s/it, loss=0.515, mat=0.003, sens=1.027, deg=0.000]
Ep 053/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:47,  1.54s/it, loss=0.515, mat=0.003, sens=1.027, deg=0.000]
Ep 053/100 [S3:+sens]:  44%|▉ | 116/264 [02:59<03:47,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:45,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  44%|▉ | 117/264 [03:01<03:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:42,  1.53s/it, loss=0.471, mat=0.004, sens=0.936, deg=0.000]
Ep 053/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:41,  1.53s/it, loss=0.471, mat=0.004, sens=0.936, deg=0.000]
Ep 053/100 [S3:+sens]:  45%|▉ | 119/264 [03:04<03:41,  1.53s/it, loss=0.545, mat=0.005, sens=1.083, deg=0.000]
Ep 053/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:39,  1.52s/it, loss=0.545, mat=0.005, sens=1.083, deg=0.000]
Ep 053/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:39,  1.52s/it, loss=0.499, mat=0.003, sens=0.994, deg=0.000]
Ep 053/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:37,  1.52s/it, loss=0.499, mat=0.003, sens=0.994, deg=0.000]
Ep 053/100 [S3:+sens]:  46%|▉ | 121/264 [03:07<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:35,  1.52s/it, loss=0.541, mat=0.002, sens=1.078, deg=0.000]
Ep 053/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:34,  1.52s/it, loss=0.541, mat=0.002, sens=1.078, deg=0.000]
Ep 053/100 [S3:+sens]:  47%|▉ | 123/264 [03:10<03:34,  1.52s/it, loss=0.517, mat=0.004, sens=1.027, deg=0.000]
Ep 053/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:32,  1.52s/it, loss=0.517, mat=0.004, sens=1.027, deg=0.000]
Ep 053/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:32,  1.52s/it, loss=0.513, mat=0.003, sens=1.023, deg=0.000]
Ep 053/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:31,  1.52s/it, loss=0.513, mat=0.003, sens=1.023, deg=0.000]
Ep 053/100 [S3:+sens]:  47%|▉ | 125/264 [03:13<03:31,  1.52s/it, loss=0.521, mat=0.003, sens=1.038, deg=0.000]
Ep 053/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:29,  1.52s/it, loss=0.521, mat=0.003, sens=1.038, deg=0.000]
Ep 053/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:29,  1.52s/it, loss=0.547, mat=0.004, sens=1.089, deg=0.000]
Ep 053/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:31,  1.54s/it, loss=0.547, mat=0.004, sens=1.089, deg=0.000]
Ep 053/100 [S3:+sens]:  48%|▉ | 127/264 [03:16<03:31,  1.54s/it, loss=0.551, mat=0.006, sens=1.095, deg=0.000]
Ep 053/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:28,  1.54s/it, loss=0.551, mat=0.006, sens=1.095, deg=0.000]
Ep 053/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:28,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:26,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  49%|▉ | 129/264 [03:19<03:26,  1.53s/it, loss=0.509, mat=0.003, sens=1.014, deg=0.000]
Ep 053/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:24,  1.53s/it, loss=0.509, mat=0.003, sens=1.014, deg=0.000]
Ep 053/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:24,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.007]
Ep 053/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:22,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.007]
Ep 053/100 [S3:+sens]:  50%|▉ | 131/264 [03:22<03:22,  1.53s/it, loss=0.440, mat=0.004, sens=0.875, deg=0.000]
Ep 053/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:21,  1.52s/it, loss=0.440, mat=0.004, sens=0.875, deg=0.000]
Ep 053/100 [S3:+sens]:  50%|█ | 132/264 [03:23<03:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  50%|█ | 133/264 [03:25<03:19,  1.52s/it, loss=0.485, mat=0.003, sens=0.963, deg=0.000]
Ep 053/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:17,  1.52s/it, loss=0.485, mat=0.003, sens=0.963, deg=0.000]
Ep 053/100 [S3:+sens]:  51%|█ | 134/264 [03:27<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  51%|█ | 135/264 [03:28<03:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  52%|█ | 136/264 [03:30<03:15,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:13,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  52%|█ | 137/264 [03:31<03:13,  1.53s/it, loss=0.488, mat=0.004, sens=0.969, deg=0.005]
Ep 053/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:12,  1.52s/it, loss=0.488, mat=0.004, sens=0.969, deg=0.005]
Ep 053/100 [S3:+sens]:  52%|█ | 138/264 [03:33<03:12,  1.52s/it, loss=0.491, mat=0.002, sens=0.980, deg=0.000]
Ep 053/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:10,  1.52s/it, loss=0.491, mat=0.002, sens=0.980, deg=0.000]
Ep 053/100 [S3:+sens]:  53%|█ | 139/264 [03:34<03:10,  1.52s/it, loss=0.481, mat=0.005, sens=0.955, deg=0.003]
Ep 053/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:08,  1.52s/it, loss=0.481, mat=0.005, sens=0.955, deg=0.003]
Ep 053/100 [S3:+sens]:  53%|█ | 140/264 [03:36<03:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:06,  1.52s/it, loss=0.483, mat=0.002, sens=0.962, deg=0.003]
Ep 053/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:05,  1.52s/it, loss=0.483, mat=0.002, sens=0.962, deg=0.003]
Ep 053/100 [S3:+sens]:  54%|█ | 142/264 [03:39<03:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  54%|█ | 143/264 [03:40<03:03,  1.52s/it, loss=0.489, mat=0.003, sens=0.973, deg=0.001]
Ep 053/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:02,  1.52s/it, loss=0.489, mat=0.003, sens=0.973, deg=0.001]
Ep 053/100 [S3:+sens]:  55%|█ | 144/264 [03:42<03:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  55%|█ | 145/264 [03:43<03:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:01,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  55%|█ | 146/264 [03:45<03:01,  1.54s/it, loss=0.553, mat=0.003, sens=1.095, deg=0.001]
Ep 053/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:59,  1.53s/it, loss=0.553, mat=0.003, sens=1.095, deg=0.001]
Ep 053/100 [S3:+sens]:  56%|█ | 147/264 [03:46<02:59,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:57,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  56%|█ | 148/264 [03:48<02:57,  1.53s/it, loss=0.525, mat=0.003, sens=1.044, deg=0.000]
Ep 053/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:55,  1.52s/it, loss=0.525, mat=0.003, sens=1.044, deg=0.000]
Ep 053/100 [S3:+sens]:  56%|█▏| 149/264 [03:49<02:55,  1.52s/it, loss=0.533, mat=0.004, sens=1.059, deg=0.000]
Ep 053/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:53,  1.52s/it, loss=0.533, mat=0.004, sens=1.059, deg=0.000]
Ep 053/100 [S3:+sens]:  57%|█▏| 150/264 [03:51<02:53,  1.52s/it, loss=0.527, mat=0.003, sens=1.031, deg=0.031]
Ep 053/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:51,  1.52s/it, loss=0.527, mat=0.003, sens=1.031, deg=0.031]
Ep 053/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:51,  1.52s/it, loss=0.467, mat=0.002, sens=0.930, deg=0.000]
Ep 053/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:50,  1.52s/it, loss=0.467, mat=0.002, sens=0.930, deg=0.000]
Ep 053/100 [S3:+sens]:  58%|█▏| 152/264 [03:54<02:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:48,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:48,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:46,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  58%|█▏| 154/264 [03:57<02:46,  1.51s/it, loss=0.546, mat=0.003, sens=1.087, deg=0.000]
Ep 053/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:45,  1.52s/it, loss=0.546, mat=0.003, sens=1.087, deg=0.000]
Ep 053/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  59%|█▏| 156/264 [04:00<02:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  59%|█▏| 157/264 [04:02<02:42,  1.52s/it, loss=0.535, mat=0.003, sens=1.065, deg=0.000]
Ep 053/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:40,  1.51s/it, loss=0.535, mat=0.003, sens=1.065, deg=0.000]
Ep 053/100 [S3:+sens]:  60%|█▏| 158/264 [04:03<02:40,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.003]
Ep 053/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:40,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.003]
Ep 053/100 [S3:+sens]:  60%|█▏| 159/264 [04:05<02:40,  1.53s/it, loss=0.498, mat=0.003, sens=0.991, deg=0.000]
Ep 053/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:41,  1.55s/it, loss=0.498, mat=0.003, sens=0.991, deg=0.000]
Ep 053/100 [S3:+sens]:  61%|█▏| 160/264 [04:06<02:41,  1.55s/it, loss=0.504, mat=0.003, sens=1.000, deg=0.000]
Ep 053/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:38,  1.54s/it, loss=0.504, mat=0.003, sens=1.000, deg=0.000]
Ep 053/100 [S3:+sens]:  61%|█▏| 161/264 [04:08<02:38,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  61%|█▏| 162/264 [04:09<02:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  62%|█▏| 163/264 [04:11<02:34,  1.53s/it, loss=0.442, mat=0.003, sens=0.864, deg=0.000]
Ep 053/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:32,  1.53s/it, loss=0.442, mat=0.003, sens=0.864, deg=0.000]
Ep 053/100 [S3:+sens]:  62%|█▏| 164/264 [04:12<02:32,  1.53s/it, loss=0.532, mat=0.002, sens=1.060, deg=0.000]
Ep 053/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:31,  1.53s/it, loss=0.532, mat=0.002, sens=1.060, deg=0.000]
Ep 053/100 [S3:+sens]:  62%|█▎| 165/264 [04:14<02:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  63%|█▎| 166/264 [04:15<02:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  63%|█▎| 167/264 [04:17<02:27,  1.52s/it, loss=0.514, mat=0.003, sens=1.023, deg=0.000]
Ep 053/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:25,  1.52s/it, loss=0.514, mat=0.003, sens=1.023, deg=0.000]
Ep 053/100 [S3:+sens]:  64%|█▎| 168/264 [04:18<02:25,  1.52s/it, loss=0.553, mat=0.003, sens=1.102, deg=0.000]
Ep 053/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:24,  1.52s/it, loss=0.553, mat=0.003, sens=1.102, deg=0.000]
Ep 053/100 [S3:+sens]:  64%|█▎| 169/264 [04:20<02:24,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  64%|█▎| 170/264 [04:21<02:22,  1.52s/it, loss=0.550, mat=0.003, sens=1.097, deg=0.000]
Ep 053/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:20,  1.51s/it, loss=0.550, mat=0.003, sens=1.097, deg=0.000]
Ep 053/100 [S3:+sens]:  65%|█▎| 171/264 [04:23<02:20,  1.51s/it, loss=0.539, mat=0.002, sens=1.075, deg=0.000]
Ep 053/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:21,  1.54s/it, loss=0.539, mat=0.002, sens=1.075, deg=0.000]
Ep 053/100 [S3:+sens]:  65%|█▎| 172/264 [04:24<02:21,  1.54s/it, loss=0.494, mat=0.002, sens=0.984, deg=0.000]
Ep 053/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:19,  1.53s/it, loss=0.494, mat=0.002, sens=0.984, deg=0.000]
Ep 053/100 [S3:+sens]:  66%|█▎| 173/264 [04:26<02:19,  1.53s/it, loss=0.579, mat=0.004, sens=1.150, deg=0.000]
Ep 053/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:17,  1.53s/it, loss=0.579, mat=0.004, sens=1.150, deg=0.000]
Ep 053/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:17,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:15,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  66%|█▎| 175/264 [04:29<02:15,  1.52s/it, loss=0.558, mat=0.005, sens=1.109, deg=0.000]
Ep 053/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.52s/it, loss=0.558, mat=0.005, sens=1.109, deg=0.000]
Ep 053/100 [S3:+sens]:  67%|█▎| 176/264 [04:31<02:13,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:12,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  67%|█▎| 177/264 [04:32<02:12,  1.52s/it, loss=0.526, mat=0.003, sens=1.046, deg=0.000]
Ep 053/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:10,  1.52s/it, loss=0.526, mat=0.003, sens=1.046, deg=0.000]
Ep 053/100 [S3:+sens]:  67%|█▎| 178/264 [04:34<02:10,  1.52s/it, loss=0.512, mat=0.003, sens=1.017, deg=0.000]
Ep 053/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:08,  1.52s/it, loss=0.512, mat=0.003, sens=1.017, deg=0.000]
Ep 053/100 [S3:+sens]:  68%|█▎| 179/264 [04:35<02:08,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:07,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  68%|█▎| 180/264 [04:37<02:07,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:05,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  69%|█▎| 181/264 [04:38<02:05,  1.52s/it, loss=0.521, mat=0.003, sens=1.038, deg=0.000]
Ep 053/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:04,  1.52s/it, loss=0.521, mat=0.003, sens=1.038, deg=0.000]
Ep 053/100 [S3:+sens]:  69%|█▍| 182/264 [04:40<02:04,  1.52s/it, loss=0.524, mat=0.003, sens=0.999, deg=0.000]
Ep 053/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:03,  1.53s/it, loss=0.524, mat=0.003, sens=0.999, deg=0.000]
Ep 053/100 [S3:+sens]:  69%|█▍| 183/264 [04:41<02:03,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:02,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  70%|█▍| 184/264 [04:43<02:02,  1.53s/it, loss=0.532, mat=0.004, sens=1.059, deg=0.000]
Ep 053/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.53s/it, loss=0.532, mat=0.004, sens=1.059, deg=0.000]
Ep 053/100 [S3:+sens]:  70%|█▍| 185/264 [04:44<02:00,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  70%|█▍| 186/264 [04:46<01:58,  1.52s/it, loss=0.026, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:57,  1.52s/it, loss=0.026, mat=0.003, sens=0.000, deg=0.001]
Ep 053/100 [S3:+sens]:  71%|█▍| 187/264 [04:47<01:57,  1.52s/it, loss=0.558, mat=0.003, sens=1.112, deg=0.000]
Ep 053/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.558, mat=0.003, sens=1.112, deg=0.000]
Ep 053/100 [S3:+sens]:  71%|█▍| 188/264 [04:49<01:55,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  72%|█▍| 189/264 [04:50<01:53,  1.52s/it, loss=0.541, mat=0.002, sens=1.077, deg=0.000]
Ep 053/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:53,  1.54s/it, loss=0.541, mat=0.002, sens=1.077, deg=0.000]
Ep 053/100 [S3:+sens]:  72%|█▍| 190/264 [04:52<01:53,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:51,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:51,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  73%|█▍| 192/264 [04:55<01:49,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:48,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  73%|█▍| 193/264 [04:56<01:48,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:46,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  73%|█▍| 194/264 [04:58<01:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  74%|█▍| 195/264 [04:59<01:44,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:42,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  74%|█▍| 196/264 [05:01<01:42,  1.51s/it, loss=0.459, mat=0.003, sens=0.906, deg=0.000]
Ep 053/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:41,  1.51s/it, loss=0.459, mat=0.003, sens=0.906, deg=0.000]
Ep 053/100 [S3:+sens]:  75%|█▍| 197/264 [05:02<01:41,  1.51s/it, loss=0.510, mat=0.004, sens=1.017, deg=0.000]
Ep 053/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:40,  1.52s/it, loss=0.510, mat=0.004, sens=1.017, deg=0.000]
Ep 053/100 [S3:+sens]:  75%|█▌| 198/264 [05:04<01:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  75%|█▌| 199/264 [05:05<01:38,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:36,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  76%|█▌| 200/264 [05:07<01:36,  1.51s/it, loss=0.475, mat=0.005, sens=0.944, deg=0.000]
Ep 053/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.52s/it, loss=0.475, mat=0.005, sens=0.944, deg=0.000]
Ep 053/100 [S3:+sens]:  76%|█▌| 201/264 [05:09<01:35,  1.52s/it, loss=0.474, mat=0.005, sens=0.943, deg=0.000]
Ep 053/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:33,  1.51s/it, loss=0.474, mat=0.005, sens=0.943, deg=0.000]
Ep 053/100 [S3:+sens]:  77%|█▌| 202/264 [05:10<01:33,  1.51s/it, loss=0.466, mat=0.002, sens=0.930, deg=0.000]
Ep 053/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:32,  1.51s/it, loss=0.466, mat=0.002, sens=0.930, deg=0.000]
Ep 053/100 [S3:+sens]:  77%|█▌| 203/264 [05:12<01:32,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:30,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  77%|█▌| 204/264 [05:13<01:30,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:30,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  78%|█▌| 205/264 [05:15<01:30,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002]
Ep 053/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002]
Ep 053/100 [S3:+sens]:  78%|█▌| 206/264 [05:16<01:28,  1.53s/it, loss=0.456, mat=0.002, sens=0.906, deg=0.001]
Ep 053/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:27,  1.53s/it, loss=0.456, mat=0.002, sens=0.906, deg=0.001]
Ep 053/100 [S3:+sens]:  78%|█▌| 207/264 [05:18<01:27,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  79%|█▌| 208/264 [05:19<01:25,  1.53s/it, loss=0.565, mat=0.002, sens=1.127, deg=0.000]
Ep 053/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:24,  1.53s/it, loss=0.565, mat=0.002, sens=1.127, deg=0.000]
Ep 053/100 [S3:+sens]:  79%|█▌| 209/264 [05:21<01:24,  1.53s/it, loss=0.501, mat=0.003, sens=0.996, deg=0.000]
Ep 053/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.52s/it, loss=0.501, mat=0.003, sens=0.996, deg=0.000]
Ep 053/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  80%|█▌| 211/264 [05:24<01:20,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  81%|█▌| 213/264 [05:27<01:17,  1.52s/it, loss=0.513, mat=0.004, sens=1.021, deg=0.000]
Ep 053/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:15,  1.52s/it, loss=0.513, mat=0.004, sens=1.021, deg=0.000]
Ep 053/100 [S3:+sens]:  81%|█▌| 214/264 [05:28<01:15,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:14,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  81%|█▋| 215/264 [05:30<01:14,  1.52s/it, loss=0.530, mat=0.004, sens=1.056, deg=0.000]
Ep 053/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:12,  1.52s/it, loss=0.530, mat=0.004, sens=1.056, deg=0.000]
Ep 053/100 [S3:+sens]:  82%|█▋| 216/264 [05:31<01:12,  1.52s/it, loss=0.500, mat=0.003, sens=0.996, deg=0.000]
Ep 053/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:12,  1.54s/it, loss=0.500, mat=0.003, sens=0.996, deg=0.000]
Ep 053/100 [S3:+sens]:  82%|█▋| 217/264 [05:33<01:12,  1.54s/it, loss=0.472, mat=0.005, sens=0.936, deg=0.000]
Ep 053/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:10,  1.53s/it, loss=0.472, mat=0.005, sens=0.936, deg=0.000]
Ep 053/100 [S3:+sens]:  83%|█▋| 218/264 [05:34<01:10,  1.53s/it, loss=0.509, mat=0.003, sens=0.944, deg=0.000]
Ep 053/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.53s/it, loss=0.509, mat=0.003, sens=0.944, deg=0.000]
Ep 053/100 [S3:+sens]:  83%|█▋| 219/264 [05:36<01:08,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  83%|█▋| 220/264 [05:37<01:06,  1.52s/it, loss=0.496, mat=0.005, sens=0.984, deg=0.000]
Ep 053/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.52s/it, loss=0.496, mat=0.005, sens=0.984, deg=0.000]
Ep 053/100 [S3:+sens]:  84%|█▋| 221/264 [05:39<01:05,  1.52s/it, loss=0.547, mat=0.003, sens=1.089, deg=0.000]
Ep 053/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.52s/it, loss=0.547, mat=0.003, sens=1.089, deg=0.000]
Ep 053/100 [S3:+sens]:  84%|█▋| 222/264 [05:40<01:03,  1.52s/it, loss=0.493, mat=0.004, sens=0.970, deg=0.000]
Ep 053/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.52s/it, loss=0.493, mat=0.004, sens=0.970, deg=0.000]
Ep 053/100 [S3:+sens]:  84%|█▋| 223/264 [05:42<01:02,  1.52s/it, loss=0.506, mat=0.003, sens=1.005, deg=0.000]
Ep 053/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:00,  1.52s/it, loss=0.506, mat=0.003, sens=1.005, deg=0.000]
Ep 053/100 [S3:+sens]:  85%|█▋| 224/264 [05:44<01:00,  1.52s/it, loss=0.418, mat=0.003, sens=0.828, deg=0.000]
Ep 053/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.51s/it, loss=0.418, mat=0.003, sens=0.828, deg=0.000]
Ep 053/100 [S3:+sens]:  85%|█▋| 225/264 [05:45<00:59,  1.51s/it, loss=0.503, mat=0.003, sens=0.996, deg=0.000]
Ep 053/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.51s/it, loss=0.503, mat=0.003, sens=0.996, deg=0.000]
Ep 053/100 [S3:+sens]:  86%|█▋| 226/264 [05:47<00:57,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:55,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  86%|█▋| 227/264 [05:48<00:55,  1.51s/it, loss=0.482, mat=0.003, sens=0.955, deg=0.000]
Ep 053/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.51s/it, loss=0.482, mat=0.003, sens=0.955, deg=0.000]
Ep 053/100 [S3:+sens]:  86%|█▋| 228/264 [05:50<00:54,  1.51s/it, loss=0.509, mat=0.003, sens=1.009, deg=0.000]
Ep 053/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:52,  1.51s/it, loss=0.509, mat=0.003, sens=1.009, deg=0.000]
Ep 053/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:52,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  87%|█▋| 230/264 [05:53<00:51,  1.51s/it, loss=0.548, mat=0.002, sens=1.091, deg=0.000]
Ep 053/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:49,  1.51s/it, loss=0.548, mat=0.002, sens=1.091, deg=0.000]
Ep 053/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:49,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  88%|█▊| 232/264 [05:56<00:48,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  88%|█▊| 233/264 [05:57<00:47,  1.52s/it, loss=0.477, mat=0.002, sens=0.947, deg=0.000]
Ep 053/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.52s/it, loss=0.477, mat=0.002, sens=0.947, deg=0.000]
Ep 053/100 [S3:+sens]:  89%|█▊| 234/264 [05:59<00:45,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:43,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  89%|█▊| 235/264 [06:00<00:43,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:43,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  89%|█▊| 236/264 [06:02<00:43,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  90%|█▊| 237/264 [06:03<00:41,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  90%|█▊| 238/264 [06:05<00:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:37,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  91%|█▊| 239/264 [06:06<00:37,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  91%|█▊| 240/264 [06:06<00:36,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  91%|█▊| 240/264 [06:08<00:36,  1.52s/it, loss=0.467, mat=0.002, sens=0.927, deg=0.000]
Ep 053/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:34,  1.51s/it, loss=0.467, mat=0.002, sens=0.927, deg=0.000]
Ep 053/100 [S3:+sens]:  91%|█▊| 241/264 [06:09<00:34,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  92%|█▊| 242/264 [06:09<00:33,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  92%|█▊| 242/264 [06:11<00:33,  1.52s/it, loss=0.538, mat=0.004, sens=1.066, deg=0.000]
Ep 053/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.51s/it, loss=0.538, mat=0.004, sens=1.066, deg=0.000]
Ep 053/100 [S3:+sens]:  92%|█▊| 243/264 [06:12<00:31,  1.51s/it, loss=0.561, mat=0.003, sens=1.115, deg=0.000]
Ep 053/100 [S3:+sens]:  92%|█▊| 244/264 [06:12<00:30,  1.51s/it, loss=0.561, mat=0.003, sens=1.115, deg=0.000]
Ep 053/100 [S3:+sens]:  92%|█▊| 244/264 [06:14<00:30,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  93%|█▊| 245/264 [06:15<00:28,  1.51s/it, loss=0.501, mat=0.005, sens=0.996, deg=0.000]
Ep 053/100 [S3:+sens]:  93%|█▊| 246/264 [06:15<00:27,  1.51s/it, loss=0.501, mat=0.005, sens=0.996, deg=0.000]
Ep 053/100 [S3:+sens]:  93%|█▊| 246/264 [06:17<00:27,  1.51s/it, loss=0.515, mat=0.003, sens=1.023, deg=0.000]
Ep 053/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.51s/it, loss=0.515, mat=0.003, sens=1.023, deg=0.000]
Ep 053/100 [S3:+sens]:  94%|█▊| 247/264 [06:18<00:25,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  94%|█▉| 248/264 [06:20<00:24,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  94%|█▉| 249/264 [06:21<00:22,  1.51s/it, loss=0.448, mat=0.002, sens=0.892, deg=0.000]
Ep 053/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.54s/it, loss=0.448, mat=0.002, sens=0.892, deg=0.000]
Ep 053/100 [S3:+sens]:  95%|█▉| 250/264 [06:23<00:21,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  95%|█▉| 251/264 [06:25<00:19,  1.53s/it, loss=0.501, mat=0.003, sens=0.996, deg=0.000]
Ep 053/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.501, mat=0.003, sens=0.996, deg=0.000]
Ep 053/100 [S3:+sens]:  95%|█▉| 252/264 [06:26<00:18,  1.52s/it, loss=0.533, mat=0.002, sens=1.062, deg=0.000]
Ep 053/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.533, mat=0.002, sens=1.062, deg=0.000]
Ep 053/100 [S3:+sens]:  96%|█▉| 253/264 [06:28<00:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  96%|█▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.472, mat=0.004, sens=0.939, deg=0.000]
Ep 053/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.472, mat=0.004, sens=0.939, deg=0.000]
Ep 053/100 [S3:+sens]:  97%|█▉| 255/264 [06:31<00:13,  1.52s/it, loss=0.462, mat=0.004, sens=0.915, deg=0.000]
Ep 053/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.462, mat=0.004, sens=0.915, deg=0.000]
Ep 053/100 [S3:+sens]:  97%|█▉| 256/264 [06:32<00:12,  1.53s/it, loss=0.547, mat=0.003, sens=1.085, deg=0.000]
Ep 053/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.53s/it, loss=0.547, mat=0.003, sens=1.085, deg=0.000]
Ep 053/100 [S3:+sens]:  97%|█▉| 257/264 [06:34<00:10,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  98%|█▉| 258/264 [06:35<00:09,  1.52s/it, loss=0.490, mat=0.004, sens=0.971, deg=0.000]
Ep 053/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.490, mat=0.004, sens=0.971, deg=0.000]
Ep 053/100 [S3:+sens]:  98%|█▉| 259/264 [06:37<00:07,  1.52s/it, loss=0.473, mat=0.005, sens=0.938, deg=0.000]
Ep 053/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.473, mat=0.005, sens=0.938, deg=0.000]
Ep 053/100 [S3:+sens]:  98%|█▉| 260/264 [06:38<00:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  99%|█▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]:  99%|█▉| 262/264 [06:41<00:03,  1.54s/it, loss=0.458, mat=0.005, sens=0.907, deg=0.000]
Ep 053/100 [S3:+sens]: 100%|█▉| 263/264 [06:41<00:01,  1.53s/it, loss=0.458, mat=0.005, sens=0.907, deg=0.000]
Ep 053/100 [S3:+sens]: 100%|█▉| 263/264 [06:43<00:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 053/100 [S3:+sens]: 100%|██| 264/264 [06:43<00:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 053/100 [S3:+sens]  loss=0.2917  mat=0.0032  sens=0.5761  deg=0.0007  orth=0.0018  α=0.5 β=0.5 γ=0.3  403s

Ep 054/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 054/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   0%|    | 1/264 [00:02<08:52,  2.03s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   0%|    | 1/264 [00:03<08:52,  2.03s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:30,  1.72s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:30,  1.72s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:03,  1.62s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:03,  1.62s/it, loss=0.530, mat=0.003, sens=1.055, deg=0.000]
Ep 054/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:49,  1.58s/it, loss=0.530, mat=0.003, sens=1.055, deg=0.000]
Ep 054/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:49,  1.58s/it, loss=0.560, mat=0.003, sens=1.117, deg=0.000]
Ep 054/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:42,  1.55s/it, loss=0.560, mat=0.003, sens=1.117, deg=0.000]
Ep 054/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:42,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:36,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:36,  1.54s/it, loss=0.480, mat=0.006, sens=0.951, deg=0.000]
Ep 054/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:32,  1.53s/it, loss=0.480, mat=0.006, sens=0.951, deg=0.000]
Ep 054/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:32,  1.53s/it, loss=0.519, mat=0.002, sens=1.033, deg=0.000]
Ep 054/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:29,  1.52s/it, loss=0.519, mat=0.002, sens=1.033, deg=0.000]
Ep 054/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:29,  1.52s/it, loss=0.493, mat=0.004, sens=0.977, deg=0.000]
Ep 054/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:26,  1.51s/it, loss=0.493, mat=0.004, sens=0.977, deg=0.000]
Ep 054/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:26,  1.51s/it, loss=0.466, mat=0.004, sens=0.925, deg=0.000]
Ep 054/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:33,  1.55s/it, loss=0.466, mat=0.004, sens=0.925, deg=0.000]
Ep 054/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:33,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:29,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:29,  1.54s/it, loss=0.534, mat=0.003, sens=1.051, deg=0.000]
Ep 054/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:25,  1.53s/it, loss=0.534, mat=0.003, sens=1.051, deg=0.000]
Ep 054/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:25,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:22,  1.52s/it, loss=0.488, mat=0.004, sens=0.970, deg=0.000]
Ep 054/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:19,  1.52s/it, loss=0.488, mat=0.004, sens=0.970, deg=0.000]
Ep 054/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:19,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:17,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:17,  1.51s/it, loss=0.482, mat=0.004, sens=0.958, deg=0.000]
Ep 054/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:18,  1.52s/it, loss=0.482, mat=0.004, sens=0.958, deg=0.000]
Ep 054/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:18,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:16,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:16,  1.52s/it, loss=0.486, mat=0.003, sens=0.968, deg=0.000]
Ep 054/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:14,  1.52s/it, loss=0.486, mat=0.003, sens=0.968, deg=0.000]
Ep 054/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:14,  1.52s/it, loss=0.522, mat=0.004, sens=1.040, deg=0.000]
Ep 054/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:11,  1.52s/it, loss=0.522, mat=0.004, sens=1.040, deg=0.000]
Ep 054/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:07,  1.51s/it, loss=0.561, mat=0.003, sens=1.111, deg=0.000]
Ep 054/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:05,  1.51s/it, loss=0.561, mat=0.003, sens=1.111, deg=0.000]
Ep 054/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   9%|▎  | 23/264 [00:36<06:04,  1.51s/it, loss=0.561, mat=0.004, sens=1.116, deg=0.000]
Ep 054/100 [S3:+sens]:   9%|▎  | 24/264 [00:36<06:02,  1.51s/it, loss=0.561, mat=0.004, sens=1.116, deg=0.000]
Ep 054/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:02,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:01,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:   9%|▎  | 25/264 [00:39<06:01,  1.51s/it, loss=0.546, mat=0.003, sens=1.086, deg=0.000]
Ep 054/100 [S3:+sens]:  10%|▎  | 26/264 [00:39<05:59,  1.51s/it, loss=0.546, mat=0.003, sens=1.086, deg=0.000]
Ep 054/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<05:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  10%|▎  | 27/264 [00:42<05:57,  1.51s/it, loss=0.572, mat=0.002, sens=1.119, deg=0.000]
Ep 054/100 [S3:+sens]:  11%|▎  | 28/264 [00:42<05:56,  1.51s/it, loss=0.572, mat=0.002, sens=1.119, deg=0.000]
Ep 054/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:56,  1.51s/it, loss=0.529, mat=0.004, sens=1.053, deg=0.000]
Ep 054/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<06:00,  1.53s/it, loss=0.529, mat=0.004, sens=1.053, deg=0.000]
Ep 054/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<06:00,  1.53s/it, loss=0.518, mat=0.003, sens=1.029, deg=0.000]
Ep 054/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:57,  1.53s/it, loss=0.518, mat=0.003, sens=1.029, deg=0.000]
Ep 054/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:57,  1.53s/it, loss=0.563, mat=0.004, sens=1.122, deg=0.000]
Ep 054/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:55,  1.52s/it, loss=0.563, mat=0.004, sens=1.122, deg=0.000]
Ep 054/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:50,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:50,  1.52s/it, loss=0.528, mat=0.002, sens=1.052, deg=0.000]
Ep 054/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:49,  1.52s/it, loss=0.528, mat=0.002, sens=1.052, deg=0.000]
Ep 054/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:49,  1.52s/it, loss=0.595, mat=0.003, sens=1.186, deg=0.000]
Ep 054/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:47,  1.52s/it, loss=0.595, mat=0.003, sens=1.186, deg=0.000]
Ep 054/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:45,  1.51s/it, loss=0.559, mat=0.003, sens=1.115, deg=0.000]
Ep 054/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:43,  1.51s/it, loss=0.559, mat=0.003, sens=1.115, deg=0.000]
Ep 054/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:43,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:41,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:41,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:40,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:40,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:40,  1.52s/it, loss=0.536, mat=0.002, sens=1.070, deg=0.000]
Ep 054/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:39,  1.52s/it, loss=0.536, mat=0.002, sens=1.070, deg=0.000]
Ep 054/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:37,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:40,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:40,  1.54s/it, loss=0.523, mat=0.004, sens=1.032, deg=0.000]
Ep 054/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:36,  1.53s/it, loss=0.523, mat=0.004, sens=1.032, deg=0.000]
Ep 054/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:36,  1.53s/it, loss=0.556, mat=0.003, sens=1.108, deg=0.000]
Ep 054/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:34,  1.53s/it, loss=0.556, mat=0.003, sens=1.108, deg=0.000]
Ep 054/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:34,  1.53s/it, loss=0.571, mat=0.004, sens=1.136, deg=0.000]
Ep 054/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:31,  1.52s/it, loss=0.571, mat=0.004, sens=1.136, deg=0.000]
Ep 054/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:31,  1.52s/it, loss=0.562, mat=0.003, sens=1.119, deg=0.000]
Ep 054/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:29,  1.52s/it, loss=0.562, mat=0.003, sens=1.119, deg=0.000]
Ep 054/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:25,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:25,  1.51s/it, loss=0.537, mat=0.004, sens=1.068, deg=0.000]
Ep 054/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:24,  1.52s/it, loss=0.537, mat=0.004, sens=1.068, deg=0.000]
Ep 054/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:24,  1.52s/it, loss=0.560, mat=0.003, sens=1.115, deg=0.000]
Ep 054/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:22,  1.52s/it, loss=0.560, mat=0.003, sens=1.115, deg=0.000]
Ep 054/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:22,  1.52s/it, loss=0.568, mat=0.003, sens=1.133, deg=0.000]
Ep 054/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:21,  1.51s/it, loss=0.568, mat=0.003, sens=1.133, deg=0.000]
Ep 054/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:21,  1.51s/it, loss=0.540, mat=0.003, sens=1.075, deg=0.000]
Ep 054/100 [S3:+sens]:  20%|▌  | 53/264 [01:20<05:19,  1.51s/it, loss=0.540, mat=0.003, sens=1.075, deg=0.000]
Ep 054/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:19,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:21,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:18,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:18,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:15,  1.52s/it, loss=0.564, mat=0.003, sens=1.124, deg=0.000]
Ep 054/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:13,  1.52s/it, loss=0.564, mat=0.003, sens=1.124, deg=0.000]
Ep 054/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:13,  1.52s/it, loss=0.331, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:11,  1.52s/it, loss=0.331, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:11,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:07,  1.51s/it, loss=0.608, mat=0.003, sens=1.209, deg=0.000]
Ep 054/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:06,  1.51s/it, loss=0.608, mat=0.003, sens=1.209, deg=0.000]
Ep 054/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:04,  1.51s/it, loss=0.574, mat=0.003, sens=1.142, deg=0.000]
Ep 054/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:04,  1.52s/it, loss=0.574, mat=0.003, sens=1.142, deg=0.000]
Ep 054/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:04,  1.52s/it, loss=0.627, mat=0.004, sens=1.248, deg=0.000]
Ep 054/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:03,  1.52s/it, loss=0.627, mat=0.004, sens=1.248, deg=0.000]
Ep 054/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:03,  1.52s/it, loss=0.728, mat=0.005, sens=1.383, deg=0.000]
Ep 054/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<05:00,  1.52s/it, loss=0.728, mat=0.005, sens=1.383, deg=0.000]
Ep 054/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:58,  1.52s/it, loss=0.572, mat=0.003, sens=1.138, deg=0.000]
Ep 054/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:57,  1.52s/it, loss=0.572, mat=0.003, sens=1.138, deg=0.000]
Ep 054/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:57,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:55,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:55,  1.52s/it, loss=0.580, mat=0.003, sens=1.150, deg=0.001]
Ep 054/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:53,  1.51s/it, loss=0.580, mat=0.003, sens=1.150, deg=0.001]
Ep 054/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:53,  1.51s/it, loss=0.563, mat=0.003, sens=1.119, deg=0.000]
Ep 054/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:51,  1.51s/it, loss=0.563, mat=0.003, sens=1.119, deg=0.000]
Ep 054/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:51,  1.51s/it, loss=0.546, mat=0.004, sens=1.081, deg=0.000]
Ep 054/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:50,  1.51s/it, loss=0.546, mat=0.004, sens=1.081, deg=0.000]
Ep 054/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:50,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:53,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:53,  1.54s/it, loss=0.524, mat=0.005, sens=1.040, deg=0.000]
Ep 054/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:50,  1.53s/it, loss=0.524, mat=0.005, sens=1.040, deg=0.000]
Ep 054/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:50,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:47,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:47,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:45,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:45,  1.52s/it, loss=0.558, mat=0.004, sens=1.108, deg=0.000]
Ep 054/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:44,  1.52s/it, loss=0.558, mat=0.004, sens=1.108, deg=0.000]
Ep 054/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:44,  1.52s/it, loss=0.577, mat=0.002, sens=1.149, deg=0.000]
Ep 054/100 [S3:+sens]:  30%|▉  | 78/264 [01:58<04:42,  1.52s/it, loss=0.577, mat=0.002, sens=1.149, deg=0.000]
Ep 054/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:42,  1.52s/it, loss=0.555, mat=0.002, sens=1.106, deg=0.000]
Ep 054/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:40,  1.52s/it, loss=0.555, mat=0.002, sens=1.106, deg=0.000]
Ep 054/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:40,  1.52s/it, loss=0.634, mat=0.002, sens=1.262, deg=0.000]
Ep 054/100 [S3:+sens]:  30%|▉  | 80/264 [02:01<04:38,  1.51s/it, loss=0.634, mat=0.002, sens=1.262, deg=0.000]
Ep 054/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:38,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:37,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:37,  1.51s/it, loss=0.570, mat=0.003, sens=1.135, deg=0.000]
Ep 054/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:35,  1.51s/it, loss=0.570, mat=0.003, sens=1.135, deg=0.000]
Ep 054/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:35,  1.51s/it, loss=0.604, mat=0.004, sens=1.203, deg=0.000]
Ep 054/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:33,  1.51s/it, loss=0.604, mat=0.004, sens=1.203, deg=0.000]
Ep 054/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:33,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:32,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:32,  1.51s/it, loss=0.573, mat=0.004, sens=1.140, deg=0.000]
Ep 054/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:30,  1.51s/it, loss=0.573, mat=0.004, sens=1.140, deg=0.000]
Ep 054/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:30,  1.51s/it, loss=0.595, mat=0.003, sens=1.185, deg=0.000]
Ep 054/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:29,  1.51s/it, loss=0.595, mat=0.003, sens=1.185, deg=0.000]
Ep 054/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:29,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:27,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:27,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:30,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:30,  1.54s/it, loss=0.653, mat=0.002, sens=1.302, deg=0.000]
Ep 054/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:28,  1.54s/it, loss=0.653, mat=0.002, sens=1.302, deg=0.000]
Ep 054/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:28,  1.54s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:25,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:25,  1.53s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:23,  1.52s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:23,  1.52s/it, loss=0.593, mat=0.003, sens=1.180, deg=0.000]
Ep 054/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:21,  1.52s/it, loss=0.593, mat=0.003, sens=1.180, deg=0.000]
Ep 054/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:21,  1.52s/it, loss=0.622, mat=0.004, sens=1.237, deg=0.000]
Ep 054/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:19,  1.52s/it, loss=0.622, mat=0.004, sens=1.237, deg=0.000]
Ep 054/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:19,  1.52s/it, loss=0.610, mat=0.003, sens=1.216, deg=0.000]
Ep 054/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:17,  1.51s/it, loss=0.610, mat=0.003, sens=1.216, deg=0.000]
Ep 054/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:17,  1.51s/it, loss=0.574, mat=0.002, sens=1.143, deg=0.000]
Ep 054/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:15,  1.51s/it, loss=0.574, mat=0.002, sens=1.143, deg=0.000]
Ep 054/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:15,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:13,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:13,  1.51s/it, loss=0.599, mat=0.004, sens=1.187, deg=0.000]
Ep 054/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:12,  1.51s/it, loss=0.599, mat=0.004, sens=1.187, deg=0.000]
Ep 054/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:11,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:09,  1.51s/it, loss=0.625, mat=0.003, sens=1.244, deg=0.000]
Ep 054/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:11,  1.53s/it, loss=0.625, mat=0.003, sens=1.244, deg=0.000]
Ep 054/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:11,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  38%|▊ | 101/264 [02:33<04:08,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:08,  1.53s/it, loss=0.573, mat=0.004, sens=1.141, deg=0.000]
Ep 054/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:06,  1.52s/it, loss=0.573, mat=0.004, sens=1.141, deg=0.000]
Ep 054/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:06,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  39%|▊ | 103/264 [02:36<04:04,  1.52s/it, loss=0.005, mat=0.006, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:04,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:02,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  40%|▊ | 105/264 [02:39<04:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:00,  1.51s/it, loss=0.568, mat=0.003, sens=1.132, deg=0.000]
Ep 054/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<03:59,  1.52s/it, loss=0.568, mat=0.003, sens=1.132, deg=0.000]
Ep 054/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<03:59,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  41%|▊ | 107/264 [02:42<03:57,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:57,  1.51s/it, loss=0.599, mat=0.003, sens=1.193, deg=0.000]
Ep 054/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:55,  1.51s/it, loss=0.599, mat=0.003, sens=1.193, deg=0.000]
Ep 054/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:55,  1.51s/it, loss=0.640, mat=0.004, sens=1.269, deg=0.000]
Ep 054/100 [S3:+sens]:  41%|▊ | 109/264 [02:45<03:54,  1.51s/it, loss=0.640, mat=0.004, sens=1.269, deg=0.000]
Ep 054/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:54,  1.51s/it, loss=0.574, mat=0.002, sens=1.139, deg=0.000]
Ep 054/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:52,  1.51s/it, loss=0.574, mat=0.002, sens=1.139, deg=0.000]
Ep 054/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:52,  1.51s/it, loss=0.592, mat=0.003, sens=1.172, deg=0.000]
Ep 054/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:51,  1.51s/it, loss=0.592, mat=0.003, sens=1.172, deg=0.000]
Ep 054/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:50,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:50,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:49,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:49,  1.52s/it, loss=0.597, mat=0.003, sens=1.182, deg=0.000]
Ep 054/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:48,  1.52s/it, loss=0.597, mat=0.003, sens=1.182, deg=0.000]
Ep 054/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:48,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:46,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:46,  1.52s/it, loss=0.586, mat=0.002, sens=1.164, deg=0.000]
Ep 054/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:44,  1.52s/it, loss=0.586, mat=0.002, sens=1.164, deg=0.000]
Ep 054/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:42,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:40,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:40,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:42,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:40,  1.53s/it, loss=0.651, mat=0.002, sens=1.296, deg=0.000]
Ep 054/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:38,  1.53s/it, loss=0.651, mat=0.002, sens=1.296, deg=0.000]
Ep 054/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:38,  1.53s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:35,  1.52s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.600, mat=0.003, sens=1.195, deg=0.000]
Ep 054/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:34,  1.52s/it, loss=0.600, mat=0.003, sens=1.195, deg=0.000]
Ep 054/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:32,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:32,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:30,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:30,  1.51s/it, loss=0.638, mat=0.004, sens=1.267, deg=0.000]
Ep 054/100 [S3:+sens]:  48%|▉ | 126/264 [03:11<03:29,  1.52s/it, loss=0.638, mat=0.004, sens=1.267, deg=0.000]
Ep 054/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:29,  1.52s/it, loss=0.591, mat=0.003, sens=1.176, deg=0.000]
Ep 054/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:27,  1.51s/it, loss=0.591, mat=0.003, sens=1.176, deg=0.000]
Ep 054/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:27,  1.51s/it, loss=0.571, mat=0.003, sens=1.133, deg=0.000]
Ep 054/100 [S3:+sens]:  48%|▉ | 128/264 [03:14<03:25,  1.51s/it, loss=0.571, mat=0.003, sens=1.133, deg=0.000]
Ep 054/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:25,  1.51s/it, loss=0.630, mat=0.004, sens=1.237, deg=0.000]
Ep 054/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:24,  1.51s/it, loss=0.630, mat=0.004, sens=1.237, deg=0.000]
Ep 054/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:24,  1.51s/it, loss=0.613, mat=0.004, sens=1.217, deg=0.000]
Ep 054/100 [S3:+sens]:  49%|▉ | 130/264 [03:17<03:22,  1.51s/it, loss=0.613, mat=0.004, sens=1.217, deg=0.000]
Ep 054/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:22,  1.51s/it, loss=0.562, mat=0.004, sens=1.113, deg=0.000]
Ep 054/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:21,  1.51s/it, loss=0.562, mat=0.004, sens=1.113, deg=0.000]
Ep 054/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:21,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  50%|█ | 132/264 [03:20<03:19,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:19,  1.51s/it, loss=0.662, mat=0.005, sens=1.316, deg=0.000]
Ep 054/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:21,  1.54s/it, loss=0.662, mat=0.005, sens=1.316, deg=0.000]
Ep 054/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:21,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  51%|█ | 134/264 [03:23<03:18,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:18,  1.53s/it, loss=0.011, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:16,  1.53s/it, loss=0.011, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:16,  1.53s/it, loss=0.570, mat=0.003, sens=1.126, deg=0.000]
Ep 054/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:14,  1.52s/it, loss=0.570, mat=0.003, sens=1.126, deg=0.000]
Ep 054/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:14,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:14,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:14,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:12,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:12,  1.53s/it, loss=0.584, mat=0.004, sens=1.157, deg=0.000]
Ep 054/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:10,  1.52s/it, loss=0.584, mat=0.004, sens=1.157, deg=0.000]
Ep 054/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:10,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:08,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:08,  1.52s/it, loss=0.536, mat=0.002, sens=1.067, deg=0.000]
Ep 054/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:06,  1.52s/it, loss=0.536, mat=0.002, sens=1.067, deg=0.000]
Ep 054/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:06,  1.52s/it, loss=0.552, mat=0.004, sens=1.095, deg=0.000]
Ep 054/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:04,  1.52s/it, loss=0.552, mat=0.004, sens=1.095, deg=0.000]
Ep 054/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:01,  1.51s/it, loss=0.481, mat=0.003, sens=0.954, deg=0.000]
Ep 054/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:02,  1.53s/it, loss=0.481, mat=0.003, sens=0.954, deg=0.000]
Ep 054/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:02,  1.53s/it, loss=0.577, mat=0.003, sens=1.148, deg=0.000]
Ep 054/100 [S3:+sens]:  55%|█ | 146/264 [03:42<03:00,  1.53s/it, loss=0.577, mat=0.003, sens=1.148, deg=0.000]
Ep 054/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:00,  1.53s/it, loss=0.553, mat=0.002, sens=1.100, deg=0.000]
Ep 054/100 [S3:+sens]:  56%|█ | 147/264 [03:43<02:57,  1.52s/it, loss=0.553, mat=0.002, sens=1.100, deg=0.000]
Ep 054/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:57,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:56,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:56,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  56%|█▏| 149/264 [03:46<02:54,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:54,  1.52s/it, loss=0.518, mat=0.003, sens=1.024, deg=0.000]
Ep 054/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:52,  1.51s/it, loss=0.518, mat=0.003, sens=1.024, deg=0.000]
Ep 054/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:52,  1.51s/it, loss=0.522, mat=0.003, sens=1.030, deg=0.000]
Ep 054/100 [S3:+sens]:  57%|█▏| 151/264 [03:49<02:51,  1.51s/it, loss=0.522, mat=0.003, sens=1.030, deg=0.000]
Ep 054/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:51,  1.51s/it, loss=0.574, mat=0.003, sens=1.139, deg=0.000]
Ep 054/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:49,  1.51s/it, loss=0.574, mat=0.003, sens=1.139, deg=0.000]
Ep 054/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  58%|█▏| 153/264 [03:52<02:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:47,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:46,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  59%|█▏| 155/264 [03:55<02:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:44,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:43,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:43,  1.51s/it, loss=0.456, mat=0.003, sens=0.901, deg=0.000]
Ep 054/100 [S3:+sens]:  59%|█▏| 157/264 [03:58<02:41,  1.51s/it, loss=0.456, mat=0.003, sens=0.901, deg=0.000]
Ep 054/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:40,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  60%|█▏| 159/264 [04:01<02:38,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:38,  1.51s/it, loss=0.589, mat=0.003, sens=1.165, deg=0.000]
Ep 054/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:37,  1.51s/it, loss=0.589, mat=0.003, sens=1.165, deg=0.000]
Ep 054/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:37,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  61%|█▏| 161/264 [04:04<02:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:36,  1.52s/it, loss=0.607, mat=0.004, sens=1.206, deg=0.000]
Ep 054/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:35,  1.52s/it, loss=0.607, mat=0.004, sens=1.206, deg=0.000]
Ep 054/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:35,  1.52s/it, loss=0.662, mat=0.004, sens=1.319, deg=0.000]
Ep 054/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:35,  1.54s/it, loss=0.662, mat=0.004, sens=1.319, deg=0.000]
Ep 054/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:35,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:33,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:33,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:31,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:31,  1.53s/it, loss=0.031, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:29,  1.52s/it, loss=0.031, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:27,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.52s/it, loss=0.597, mat=0.002, sens=1.190, deg=0.000]
Ep 054/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:25,  1.52s/it, loss=0.597, mat=0.002, sens=1.190, deg=0.000]
Ep 054/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:25,  1.52s/it, loss=0.618, mat=0.003, sens=1.232, deg=0.000]
Ep 054/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:24,  1.52s/it, loss=0.618, mat=0.003, sens=1.232, deg=0.000]
Ep 054/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:24,  1.52s/it, loss=0.015, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:22,  1.51s/it, loss=0.015, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:22,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:20,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:20,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  65%|█▎| 172/264 [04:21<02:19,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:19,  1.51s/it, loss=0.591, mat=0.003, sens=1.176, deg=0.000]
Ep 054/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:17,  1.51s/it, loss=0.591, mat=0.003, sens=1.176, deg=0.000]
Ep 054/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:17,  1.51s/it, loss=0.594, mat=0.003, sens=1.179, deg=0.000]
Ep 054/100 [S3:+sens]:  66%|█▎| 174/264 [04:24<02:16,  1.52s/it, loss=0.594, mat=0.003, sens=1.179, deg=0.000]
Ep 054/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:16,  1.52s/it, loss=0.647, mat=0.003, sens=1.278, deg=0.000]
Ep 054/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:14,  1.52s/it, loss=0.647, mat=0.003, sens=1.278, deg=0.000]
Ep 054/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:14,  1.52s/it, loss=0.502, mat=0.003, sens=0.996, deg=0.000]
Ep 054/100 [S3:+sens]:  67%|█▎| 176/264 [04:27<02:13,  1.51s/it, loss=0.502, mat=0.003, sens=0.996, deg=0.000]
Ep 054/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.51s/it, loss=0.582, mat=0.002, sens=1.153, deg=0.000]
Ep 054/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:11,  1.51s/it, loss=0.582, mat=0.002, sens=1.153, deg=0.000]
Ep 054/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:11,  1.51s/it, loss=0.582, mat=0.003, sens=1.148, deg=0.000]
Ep 054/100 [S3:+sens]:  67%|█▎| 178/264 [04:30<02:11,  1.53s/it, loss=0.582, mat=0.003, sens=1.148, deg=0.000]
Ep 054/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:11,  1.53s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:09,  1.53s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:09,  1.53s/it, loss=0.648, mat=0.004, sens=1.286, deg=0.000]
Ep 054/100 [S3:+sens]:  68%|█▎| 180/264 [04:33<02:07,  1.52s/it, loss=0.648, mat=0.004, sens=1.286, deg=0.000]
Ep 054/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:07,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:06,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:06,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  69%|█▍| 182/264 [04:36<02:04,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:04,  1.52s/it, loss=0.540, mat=0.002, sens=1.075, deg=0.000]
Ep 054/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:02,  1.52s/it, loss=0.540, mat=0.002, sens=1.075, deg=0.000]
Ep 054/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:02,  1.52s/it, loss=0.521, mat=0.003, sens=1.033, deg=0.000]
Ep 054/100 [S3:+sens]:  70%|█▍| 184/264 [04:39<02:01,  1.52s/it, loss=0.521, mat=0.003, sens=1.033, deg=0.000]
Ep 054/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:01,  1.52s/it, loss=0.556, mat=0.003, sens=1.104, deg=0.000]
Ep 054/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<01:59,  1.51s/it, loss=0.556, mat=0.003, sens=1.104, deg=0.000]
Ep 054/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<01:59,  1.51s/it, loss=0.709, mat=0.004, sens=1.412, deg=0.000]
Ep 054/100 [S3:+sens]:  70%|█▍| 186/264 [04:42<01:58,  1.52s/it, loss=0.709, mat=0.004, sens=1.412, deg=0.000]
Ep 054/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.52s/it, loss=0.575, mat=0.003, sens=1.145, deg=0.000]
Ep 054/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:56,  1.52s/it, loss=0.575, mat=0.003, sens=1.145, deg=0.000]
Ep 054/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:56,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  71%|█▍| 188/264 [04:45<01:55,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.51s/it, loss=0.560, mat=0.002, sens=1.113, deg=0.000]
Ep 054/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.52s/it, loss=0.560, mat=0.002, sens=1.113, deg=0.000]
Ep 054/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:53,  1.52s/it, loss=0.594, mat=0.002, sens=1.166, deg=0.000]
Ep 054/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:53,  1.54s/it, loss=0.594, mat=0.002, sens=1.166, deg=0.000]
Ep 054/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:53,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:51,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:51,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:49,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:47,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:47,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.001]
Ep 054/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:45,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.001]
Ep 054/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:45,  1.51s/it, loss=0.640, mat=0.003, sens=1.271, deg=0.000]
Ep 054/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:44,  1.51s/it, loss=0.640, mat=0.003, sens=1.271, deg=0.000]
Ep 054/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:44,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.001]
Ep 054/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:42,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.001]
Ep 054/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:42,  1.51s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  75%|█▍| 197/264 [04:59<01:41,  1.51s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:41,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:39,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:39,  1.51s/it, loss=0.671, mat=0.003, sens=1.333, deg=0.000]
Ep 054/100 [S3:+sens]:  75%|█▌| 199/264 [05:02<01:38,  1.51s/it, loss=0.671, mat=0.003, sens=1.333, deg=0.000]
Ep 054/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.51s/it, loss=0.592, mat=0.003, sens=1.172, deg=0.000]
Ep 054/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:36,  1.51s/it, loss=0.592, mat=0.003, sens=1.172, deg=0.000]
Ep 054/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:36,  1.51s/it, loss=0.642, mat=0.004, sens=1.277, deg=0.000]
Ep 054/100 [S3:+sens]:  76%|█▌| 201/264 [05:05<01:35,  1.51s/it, loss=0.642, mat=0.004, sens=1.277, deg=0.000]
Ep 054/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:33,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:33,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  77%|█▌| 203/264 [05:08<01:32,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:32,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:30,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:30,  1.51s/it, loss=0.677, mat=0.004, sens=1.348, deg=0.000]
Ep 054/100 [S3:+sens]:  78%|█▌| 205/264 [05:11<01:29,  1.51s/it, loss=0.677, mat=0.004, sens=1.348, deg=0.000]
Ep 054/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:27,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:27,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.007]
Ep 054/100 [S3:+sens]:  78%|█▌| 207/264 [05:14<01:26,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.007]
Ep 054/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:24,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  79%|█▌| 209/264 [05:17<01:24,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:24,  1.53s/it, loss=0.706, mat=0.003, sens=1.407, deg=0.000]
Ep 054/100 [S3:+sens]:  80%|█▌| 210/264 [05:19<01:23,  1.54s/it, loss=0.706, mat=0.003, sens=1.407, deg=0.000]
Ep 054/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:23,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  80%|█▌| 211/264 [05:20<01:21,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:21,  1.53s/it, loss=0.614, mat=0.002, sens=1.223, deg=0.000]
Ep 054/100 [S3:+sens]:  80%|█▌| 212/264 [05:22<01:19,  1.53s/it, loss=0.614, mat=0.002, sens=1.223, deg=0.000]
Ep 054/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  81%|█▌| 213/264 [05:23<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:17,  1.52s/it, loss=0.678, mat=0.002, sens=1.350, deg=0.001]
Ep 054/100 [S3:+sens]:  81%|█▌| 214/264 [05:25<01:16,  1.52s/it, loss=0.678, mat=0.002, sens=1.350, deg=0.001]
Ep 054/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  81%|█▋| 215/264 [05:26<01:14,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:14,  1.52s/it, loss=0.722, mat=0.004, sens=1.430, deg=0.000]
Ep 054/100 [S3:+sens]:  82%|█▋| 216/264 [05:28<01:12,  1.52s/it, loss=0.722, mat=0.004, sens=1.430, deg=0.000]
Ep 054/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  82%|█▋| 217/264 [05:29<01:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  82%|█▋| 217/264 [05:31<01:11,  1.52s/it, loss=0.747, mat=0.003, sens=1.489, deg=0.000]
Ep 054/100 [S3:+sens]:  83%|█▋| 218/264 [05:31<01:09,  1.52s/it, loss=0.747, mat=0.003, sens=1.489, deg=0.000]
Ep 054/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:09,  1.52s/it, loss=0.634, mat=0.002, sens=1.264, deg=0.000]
Ep 054/100 [S3:+sens]:  83%|█▋| 219/264 [05:32<01:08,  1.51s/it, loss=0.634, mat=0.002, sens=1.264, deg=0.000]
Ep 054/100 [S3:+sens]:  83%|█▋| 219/264 [05:34<01:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  83%|█▋| 220/264 [05:34<01:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:06,  1.51s/it, loss=0.712, mat=0.004, sens=1.420, deg=0.000]
Ep 054/100 [S3:+sens]:  84%|█▋| 221/264 [05:35<01:05,  1.51s/it, loss=0.712, mat=0.004, sens=1.420, deg=0.000]
Ep 054/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.51s/it, loss=0.668, mat=0.004, sens=1.331, deg=0.000]
Ep 054/100 [S3:+sens]:  84%|█▋| 222/264 [05:37<01:03,  1.51s/it, loss=0.668, mat=0.004, sens=1.331, deg=0.000]
Ep 054/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.51s/it, loss=0.676, mat=0.003, sens=1.343, deg=0.000]
Ep 054/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:03,  1.54s/it, loss=0.676, mat=0.003, sens=1.343, deg=0.000]
Ep 054/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:03,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  85%|█▋| 224/264 [05:40<01:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:01,  1.53s/it, loss=0.633, mat=0.003, sens=1.259, deg=0.000]
Ep 054/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:59,  1.53s/it, loss=0.633, mat=0.003, sens=1.259, deg=0.000]
Ep 054/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  86%|█▋| 226/264 [05:43<00:57,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:56,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:56,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  86%|█▋| 228/264 [05:46<00:54,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.51s/it, loss=0.675, mat=0.004, sens=1.343, deg=0.000]
Ep 054/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:52,  1.51s/it, loss=0.675, mat=0.004, sens=1.343, deg=0.000]
Ep 054/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:52,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  87%|█▋| 230/264 [05:49<00:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:49,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 054/100 [S3:+sens]:  88%|█▊| 232/264 [05:52<00:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 054/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  88%|█▊| 233/264 [05:54<00:46,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  89%|█▊| 234/264 [05:55<00:45,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  89%|█▊| 235/264 [05:57<00:44,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.55s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  89%|█▊| 236/264 [05:58<00:42,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  89%|█▊| 236/264 [06:00<00:42,  1.53s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  90%|█▊| 237/264 [06:00<00:41,  1.53s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:41,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  90%|█▊| 238/264 [06:01<00:39,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  90%|█▊| 238/264 [06:03<00:39,  1.52s/it, loss=0.655, mat=0.003, sens=1.306, deg=0.000]
Ep 054/100 [S3:+sens]:  91%|█▊| 239/264 [06:03<00:37,  1.52s/it, loss=0.655, mat=0.003, sens=1.306, deg=0.000]
Ep 054/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:37,  1.52s/it, loss=0.620, mat=0.003, sens=1.228, deg=0.000]
Ep 054/100 [S3:+sens]:  91%|█▊| 240/264 [06:04<00:36,  1.51s/it, loss=0.620, mat=0.003, sens=1.228, deg=0.000]
Ep 054/100 [S3:+sens]:  91%|█▊| 240/264 [06:06<00:36,  1.51s/it, loss=0.666, mat=0.002, sens=1.326, deg=0.000]
Ep 054/100 [S3:+sens]:  91%|█▊| 241/264 [06:06<00:34,  1.51s/it, loss=0.666, mat=0.002, sens=1.326, deg=0.000]
Ep 054/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:34,  1.51s/it, loss=0.756, mat=0.004, sens=1.503, deg=0.000]
Ep 054/100 [S3:+sens]:  92%|█▊| 242/264 [06:07<00:33,  1.51s/it, loss=0.756, mat=0.004, sens=1.503, deg=0.000]
Ep 054/100 [S3:+sens]:  92%|█▊| 242/264 [06:09<00:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  92%|█▊| 243/264 [06:09<00:31,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  92%|█▊| 244/264 [06:10<00:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  92%|█▊| 244/264 [06:12<00:30,  1.51s/it, loss=0.597, mat=0.004, sens=1.184, deg=0.000]
Ep 054/100 [S3:+sens]:  93%|█▊| 245/264 [06:12<00:28,  1.51s/it, loss=0.597, mat=0.004, sens=1.184, deg=0.000]
Ep 054/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.689, mat=0.003, sens=1.373, deg=0.000]
Ep 054/100 [S3:+sens]:  93%|█▊| 246/264 [06:13<00:27,  1.51s/it, loss=0.689, mat=0.003, sens=1.373, deg=0.000]
Ep 054/100 [S3:+sens]:  93%|█▊| 246/264 [06:15<00:27,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  94%|█▊| 247/264 [06:15<00:25,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.700, mat=0.003, sens=1.396, deg=0.000]
Ep 054/100 [S3:+sens]:  94%|█▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.700, mat=0.003, sens=1.396, deg=0.000]
Ep 054/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  94%|█▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  95%|█▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  95%|█▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.51s/it, loss=0.720, mat=0.003, sens=1.434, deg=0.001]
Ep 054/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.720, mat=0.003, sens=1.434, deg=0.001]
Ep 054/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  96%|█▉| 253/264 [06:24<00:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.53s/it, loss=0.648, mat=0.003, sens=1.291, deg=0.000]
Ep 054/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.648, mat=0.003, sens=1.291, deg=0.000]
Ep 054/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  97%|█▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.639, mat=0.003, sens=1.274, deg=0.000]
Ep 054/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.639, mat=0.003, sens=1.274, deg=0.000]
Ep 054/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.706, mat=0.004, sens=1.406, deg=0.000]
Ep 054/100 [S3:+sens]:  97%|█▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.706, mat=0.004, sens=1.406, deg=0.000]
Ep 054/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.595, mat=0.004, sens=1.185, deg=0.000]
Ep 054/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.595, mat=0.004, sens=1.185, deg=0.000]
Ep 054/100 [S3:+sens]:  98%|█▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.656, mat=0.002, sens=1.309, deg=0.000]
Ep 054/100 [S3:+sens]:  98%|█▉| 259/264 [06:33<00:07,  1.53s/it, loss=0.656, mat=0.002, sens=1.309, deg=0.000]
Ep 054/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.53s/it, loss=0.600, mat=0.003, sens=1.192, deg=0.000]
Ep 054/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.600, mat=0.003, sens=1.192, deg=0.000]
Ep 054/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.622, mat=0.003, sens=1.239, deg=0.001]
Ep 054/100 [S3:+sens]:  99%|█▉| 261/264 [06:36<00:04,  1.52s/it, loss=0.622, mat=0.003, sens=1.239, deg=0.001]
Ep 054/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.646, mat=0.004, sens=1.284, deg=0.000]
Ep 054/100 [S3:+sens]:  99%|█▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.646, mat=0.004, sens=1.284, deg=0.000]
Ep 054/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.609, mat=0.003, sens=1.205, deg=0.000]
Ep 054/100 [S3:+sens]: 100%|█▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.609, mat=0.003, sens=1.205, deg=0.000]
Ep 054/100 [S3:+sens]: 100%|█▉| 263/264 [06:41<00:01,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 054/100 [S3:+sens]: 100%|██| 264/264 [06:41<00:00,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
                                                                                                              
Epoch 054/100 [S3:+sens]  loss=0.3067  mat=0.0032  sens=0.6030  deg=0.0002  orth=0.0035  α=0.5 β=0.5 γ=0.3  401s

Ep 055/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 055/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.575, mat=0.004, sens=1.142, deg=0.000]
Ep 055/100 [S3:+sens]:   0%|    | 1/264 [00:02<08:49,  2.01s/it, loss=0.575, mat=0.004, sens=1.142, deg=0.000]
Ep 055/100 [S3:+sens]:   0%|    | 1/264 [00:03<08:49,  2.01s/it, loss=0.642, mat=0.003, sens=1.278, deg=0.001]
Ep 055/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:28,  1.71s/it, loss=0.642, mat=0.003, sens=1.278, deg=0.001]
Ep 055/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:28,  1.71s/it, loss=0.596, mat=0.002, sens=1.182, deg=0.000]
Ep 055/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:15,  1.67s/it, loss=0.596, mat=0.002, sens=1.182, deg=0.000]
Ep 055/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:15,  1.67s/it, loss=0.599, mat=0.004, sens=1.190, deg=0.000]
Ep 055/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:55,  1.60s/it, loss=0.599, mat=0.004, sens=1.190, deg=0.000]
Ep 055/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:55,  1.60s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:44,  1.56s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:44,  1.56s/it, loss=0.561, mat=0.004, sens=1.115, deg=0.000]
Ep 055/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:39,  1.55s/it, loss=0.561, mat=0.004, sens=1.115, deg=0.000]
Ep 055/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:39,  1.55s/it, loss=0.633, mat=0.004, sens=1.260, deg=0.000]
Ep 055/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:33,  1.53s/it, loss=0.633, mat=0.004, sens=1.260, deg=0.000]
Ep 055/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:33,  1.53s/it, loss=0.523, mat=0.002, sens=1.037, deg=0.000]
Ep 055/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:29,  1.52s/it, loss=0.523, mat=0.002, sens=1.037, deg=0.000]
Ep 055/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:29,  1.52s/it, loss=0.016, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:26,  1.52s/it, loss=0.016, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:26,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:24,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:24,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:21,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:21,  1.51s/it, loss=0.605, mat=0.003, sens=1.205, deg=0.000]
Ep 055/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:20,  1.51s/it, loss=0.605, mat=0.003, sens=1.205, deg=0.000]
Ep 055/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:20,  1.51s/it, loss=0.593, mat=0.003, sens=1.178, deg=0.000]
Ep 055/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:18,  1.51s/it, loss=0.593, mat=0.003, sens=1.178, deg=0.000]
Ep 055/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:18,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:16,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:16,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:14,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:14,  1.51s/it, loss=0.697, mat=0.002, sens=1.385, deg=0.000]
Ep 055/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:13,  1.51s/it, loss=0.697, mat=0.002, sens=1.385, deg=0.000]
Ep 055/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:13,  1.51s/it, loss=0.600, mat=0.003, sens=1.194, deg=0.000]
Ep 055/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:11,  1.50s/it, loss=0.600, mat=0.003, sens=1.194, deg=0.000]
Ep 055/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:11,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:12,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:08,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:08,  1.51s/it, loss=0.605, mat=0.003, sens=1.206, deg=0.000]
Ep 055/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:06,  1.51s/it, loss=0.605, mat=0.003, sens=1.206, deg=0.000]
Ep 055/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:06,  1.51s/it, loss=0.530, mat=0.003, sens=1.055, deg=0.000]
Ep 055/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:05,  1.51s/it, loss=0.530, mat=0.003, sens=1.055, deg=0.000]
Ep 055/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:05,  1.51s/it, loss=0.582, mat=0.003, sens=1.158, deg=0.000]
Ep 055/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:03,  1.51s/it, loss=0.582, mat=0.003, sens=1.158, deg=0.000]
Ep 055/100 [S3:+sens]:   9%|▎  | 23/264 [00:36<06:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   9%|▎  | 24/264 [00:36<06:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:01,  1.51s/it, loss=0.528, mat=0.002, sens=1.048, deg=0.000]
Ep 055/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:00,  1.51s/it, loss=0.528, mat=0.002, sens=1.048, deg=0.000]
Ep 055/100 [S3:+sens]:   9%|▎  | 25/264 [00:39<06:00,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  10%|▎  | 26/264 [00:39<05:58,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<05:58,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  10%|▎  | 27/264 [00:42<05:57,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  11%|▎  | 28/264 [00:42<05:56,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:56,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:54,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  11%|▎  | 29/264 [00:45<05:54,  1.51s/it, loss=0.427, mat=0.003, sens=0.851, deg=0.000]
Ep 055/100 [S3:+sens]:  11%|▎  | 30/264 [00:45<05:53,  1.51s/it, loss=0.427, mat=0.003, sens=0.851, deg=0.000]
Ep 055/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:53,  1.51s/it, loss=0.563, mat=0.004, sens=1.119, deg=0.000]
Ep 055/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:51,  1.51s/it, loss=0.563, mat=0.004, sens=1.119, deg=0.000]
Ep 055/100 [S3:+sens]:  12%|▎  | 31/264 [00:48<05:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  12%|▎  | 32/264 [00:48<05:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:49,  1.51s/it, loss=0.556, mat=0.003, sens=1.106, deg=0.000]
Ep 055/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:52,  1.53s/it, loss=0.556, mat=0.003, sens=1.106, deg=0.000]
Ep 055/100 [S3:+sens]:  12%|▍  | 33/264 [00:51<05:52,  1.53s/it, loss=0.579, mat=0.004, sens=1.154, deg=0.000]
Ep 055/100 [S3:+sens]:  13%|▍  | 34/264 [00:51<05:49,  1.52s/it, loss=0.579, mat=0.004, sens=1.154, deg=0.000]
Ep 055/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:49,  1.52s/it, loss=0.611, mat=0.002, sens=1.219, deg=0.000]
Ep 055/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:47,  1.52s/it, loss=0.611, mat=0.002, sens=1.219, deg=0.000]
Ep 055/100 [S3:+sens]:  13%|▍  | 35/264 [00:54<05:47,  1.52s/it, loss=0.527, mat=0.003, sens=1.046, deg=0.000]
Ep 055/100 [S3:+sens]:  14%|▍  | 36/264 [00:54<05:45,  1.52s/it, loss=0.527, mat=0.003, sens=1.046, deg=0.000]
Ep 055/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:45,  1.52s/it, loss=0.485, mat=0.003, sens=0.966, deg=0.000]
Ep 055/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:42,  1.51s/it, loss=0.485, mat=0.003, sens=0.966, deg=0.000]
Ep 055/100 [S3:+sens]:  14%|▍  | 37/264 [00:57<05:42,  1.51s/it, loss=0.467, mat=0.003, sens=0.928, deg=0.000]
Ep 055/100 [S3:+sens]:  14%|▍  | 38/264 [00:57<05:40,  1.51s/it, loss=0.467, mat=0.003, sens=0.928, deg=0.000]
Ep 055/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:40,  1.51s/it, loss=0.534, mat=0.003, sens=1.062, deg=0.001]
Ep 055/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:38,  1.51s/it, loss=0.534, mat=0.003, sens=1.062, deg=0.001]
Ep 055/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:38,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  15%|▍  | 40/264 [01:00<05:37,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:37,  1.51s/it, loss=0.535, mat=0.003, sens=1.064, deg=0.000]
Ep 055/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:35,  1.51s/it, loss=0.535, mat=0.003, sens=1.064, deg=0.000]
Ep 055/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:35,  1.51s/it, loss=0.517, mat=0.005, sens=1.025, deg=0.000]
Ep 055/100 [S3:+sens]:  16%|▍  | 42/264 [01:03<05:34,  1.51s/it, loss=0.517, mat=0.005, sens=1.025, deg=0.000]
Ep 055/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:34,  1.51s/it, loss=0.551, mat=0.003, sens=1.094, deg=0.004]
Ep 055/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:34,  1.51s/it, loss=0.551, mat=0.003, sens=1.094, deg=0.004]
Ep 055/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:34,  1.51s/it, loss=0.525, mat=0.003, sens=1.045, deg=0.000]
Ep 055/100 [S3:+sens]:  17%|▌  | 44/264 [01:06<05:33,  1.52s/it, loss=0.525, mat=0.003, sens=1.045, deg=0.000]
Ep 055/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:33,  1.52s/it, loss=0.623, mat=0.002, sens=1.238, deg=0.000]
Ep 055/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:31,  1.51s/it, loss=0.623, mat=0.002, sens=1.238, deg=0.000]
Ep 055/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:31,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:29,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:29,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:33,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:33,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:26,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:24,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:24,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:21,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:21,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:20,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:20,  1.51s/it, loss=0.589, mat=0.002, sens=1.175, deg=0.000]
Ep 055/100 [S3:+sens]:  20%|▌  | 53/264 [01:20<05:18,  1.51s/it, loss=0.589, mat=0.002, sens=1.175, deg=0.000]
Ep 055/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:18,  1.51s/it, loss=0.697, mat=0.003, sens=1.385, deg=0.001]
Ep 055/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:17,  1.51s/it, loss=0.697, mat=0.003, sens=1.385, deg=0.001]
Ep 055/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:17,  1.51s/it, loss=0.620, mat=0.003, sens=1.237, deg=0.000]
Ep 055/100 [S3:+sens]:  21%|▋  | 55/264 [01:23<05:15,  1.51s/it, loss=0.620, mat=0.003, sens=1.237, deg=0.000]
Ep 055/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:15,  1.51s/it, loss=0.651, mat=0.003, sens=1.289, deg=0.000]
Ep 055/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:13,  1.51s/it, loss=0.651, mat=0.003, sens=1.289, deg=0.000]
Ep 055/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:13,  1.51s/it, loss=0.613, mat=0.002, sens=1.214, deg=0.000]
Ep 055/100 [S3:+sens]:  22%|▋  | 57/264 [01:26<05:12,  1.51s/it, loss=0.613, mat=0.002, sens=1.214, deg=0.000]
Ep 055/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:12,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:10,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:10,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  22%|▋  | 59/264 [01:29<05:13,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:11,  1.52s/it, loss=0.687, mat=0.004, sens=1.368, deg=0.000]
Ep 055/100 [S3:+sens]:  23%|▋  | 61/264 [01:32<05:08,  1.52s/it, loss=0.687, mat=0.004, sens=1.368, deg=0.000]
Ep 055/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:08,  1.52s/it, loss=0.691, mat=0.002, sens=1.379, deg=0.000]
Ep 055/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:06,  1.52s/it, loss=0.691, mat=0.002, sens=1.379, deg=0.000]
Ep 055/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:06,  1.52s/it, loss=0.676, mat=0.002, sens=1.348, deg=0.000]
Ep 055/100 [S3:+sens]:  24%|▋  | 63/264 [01:35<05:04,  1.51s/it, loss=0.676, mat=0.002, sens=1.348, deg=0.000]
Ep 055/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:04,  1.51s/it, loss=0.660, mat=0.004, sens=1.314, deg=0.000]
Ep 055/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:01,  1.51s/it, loss=0.660, mat=0.004, sens=1.314, deg=0.000]
Ep 055/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:01,  1.51s/it, loss=0.671, mat=0.004, sens=1.326, deg=0.000]
Ep 055/100 [S3:+sens]:  25%|▋  | 65/264 [01:38<04:59,  1.51s/it, loss=0.671, mat=0.004, sens=1.326, deg=0.000]
Ep 055/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<04:59,  1.51s/it, loss=0.817, mat=0.002, sens=1.629, deg=0.000]
Ep 055/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<04:58,  1.51s/it, loss=0.817, mat=0.002, sens=1.629, deg=0.000]
Ep 055/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<04:58,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.002]
Ep 055/100 [S3:+sens]:  25%|▊  | 67/264 [01:41<04:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.002]
Ep 055/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:58,  1.52s/it, loss=0.689, mat=0.003, sens=1.374, deg=0.000]
Ep 055/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:57,  1.52s/it, loss=0.689, mat=0.003, sens=1.374, deg=0.000]
Ep 055/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  26%|▊  | 69/264 [01:44<04:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:55,  1.51s/it, loss=0.746, mat=0.003, sens=1.487, deg=0.000]
Ep 055/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:53,  1.51s/it, loss=0.746, mat=0.003, sens=1.487, deg=0.000]
Ep 055/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  27%|▊  | 71/264 [01:47<04:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:51,  1.51s/it, loss=0.740, mat=0.003, sens=1.477, deg=0.000]
Ep 055/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:50,  1.51s/it, loss=0.740, mat=0.003, sens=1.477, deg=0.000]
Ep 055/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:50,  1.51s/it, loss=0.635, mat=0.005, sens=1.264, deg=0.000]
Ep 055/100 [S3:+sens]:  28%|▊  | 73/264 [01:50<04:48,  1.51s/it, loss=0.635, mat=0.005, sens=1.264, deg=0.000]
Ep 055/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:48,  1.51s/it, loss=0.678, mat=0.003, sens=1.351, deg=0.000]
Ep 055/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:47,  1.51s/it, loss=0.678, mat=0.003, sens=1.351, deg=0.000]
Ep 055/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:47,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.002]
Ep 055/100 [S3:+sens]:  28%|▊  | 75/264 [01:53<04:45,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.002]
Ep 055/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:45,  1.51s/it, loss=0.802, mat=0.002, sens=1.601, deg=0.000]
Ep 055/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:43,  1.51s/it, loss=0.802, mat=0.002, sens=1.601, deg=0.000]
Ep 055/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:43,  1.51s/it, loss=0.753, mat=0.004, sens=1.499, deg=0.000]
Ep 055/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:46,  1.53s/it, loss=0.753, mat=0.004, sens=1.499, deg=0.000]
Ep 055/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:46,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  30%|▉  | 78/264 [01:58<04:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:41,  1.52s/it, loss=0.749, mat=0.003, sens=1.494, deg=0.000]
Ep 055/100 [S3:+sens]:  30%|▉  | 80/264 [02:01<04:38,  1.51s/it, loss=0.749, mat=0.003, sens=1.494, deg=0.000]
Ep 055/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:38,  1.51s/it, loss=0.796, mat=0.004, sens=1.584, deg=0.000]
Ep 055/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:36,  1.51s/it, loss=0.796, mat=0.004, sens=1.584, deg=0.000]
Ep 055/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:36,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  31%|▉  | 82/264 [02:04<04:34,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:34,  1.51s/it, loss=0.713, mat=0.003, sens=1.421, deg=0.000]
Ep 055/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:32,  1.51s/it, loss=0.713, mat=0.003, sens=1.421, deg=0.000]
Ep 055/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:32,  1.51s/it, loss=0.710, mat=0.003, sens=1.417, deg=0.000]
Ep 055/100 [S3:+sens]:  32%|▉  | 84/264 [02:07<04:31,  1.51s/it, loss=0.710, mat=0.003, sens=1.417, deg=0.000]
Ep 055/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:31,  1.51s/it, loss=0.698, mat=0.003, sens=1.387, deg=0.000]
Ep 055/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:29,  1.51s/it, loss=0.698, mat=0.003, sens=1.387, deg=0.000]
Ep 055/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:29,  1.51s/it, loss=0.706, mat=0.003, sens=1.401, deg=0.000]
Ep 055/100 [S3:+sens]:  33%|▉  | 86/264 [02:10<04:28,  1.51s/it, loss=0.706, mat=0.003, sens=1.401, deg=0.000]
Ep 055/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:28,  1.51s/it, loss=0.007, mat=0.001, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:26,  1.51s/it, loss=0.007, mat=0.001, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:26,  1.51s/it, loss=0.694, mat=0.005, sens=1.381, deg=0.000]
Ep 055/100 [S3:+sens]:  33%|█  | 88/264 [02:13<04:24,  1.51s/it, loss=0.694, mat=0.005, sens=1.381, deg=0.000]
Ep 055/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:23,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:23,  1.50s/it, loss=0.676, mat=0.002, sens=1.349, deg=0.000]
Ep 055/100 [S3:+sens]:  34%|█  | 90/264 [02:16<04:21,  1.50s/it, loss=0.676, mat=0.002, sens=1.349, deg=0.000]
Ep 055/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:21,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:20,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:20,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  35%|█  | 92/264 [02:19<04:25,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:25,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:21,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:21,  1.53s/it, loss=0.798, mat=0.002, sens=1.592, deg=0.000]
Ep 055/100 [S3:+sens]:  36%|█  | 94/264 [02:22<04:18,  1.52s/it, loss=0.798, mat=0.002, sens=1.592, deg=0.000]
Ep 055/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:18,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:16,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:16,  1.52s/it, loss=0.605, mat=0.002, sens=1.204, deg=0.000]
Ep 055/100 [S3:+sens]:  36%|█  | 96/264 [02:25<04:14,  1.51s/it, loss=0.605, mat=0.002, sens=1.204, deg=0.000]
Ep 055/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:14,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:12,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  37%|█  | 98/264 [02:28<04:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:10,  1.51s/it, loss=0.656, mat=0.004, sens=1.305, deg=0.000]
Ep 055/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:09,  1.51s/it, loss=0.656, mat=0.004, sens=1.305, deg=0.000]
Ep 055/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:09,  1.51s/it, loss=0.737, mat=0.003, sens=1.470, deg=0.000]
Ep 055/100 [S3:+sens]:  38%|▊ | 100/264 [02:31<04:07,  1.51s/it, loss=0.737, mat=0.003, sens=1.470, deg=0.000]
Ep 055/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  38%|▊ | 101/264 [02:33<04:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:06,  1.51s/it, loss=0.720, mat=0.002, sens=1.437, deg=0.000]
Ep 055/100 [S3:+sens]:  39%|▊ | 102/264 [02:34<04:04,  1.51s/it, loss=0.720, mat=0.002, sens=1.437, deg=0.000]
Ep 055/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  39%|▊ | 103/264 [02:36<04:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:02,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  39%|▊ | 104/264 [02:37<04:04,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:04,  1.53s/it, loss=0.641, mat=0.003, sens=1.278, deg=0.000]
Ep 055/100 [S3:+sens]:  40%|▊ | 105/264 [02:39<04:02,  1.52s/it, loss=0.641, mat=0.003, sens=1.278, deg=0.000]
Ep 055/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:02,  1.52s/it, loss=0.636, mat=0.004, sens=1.266, deg=0.000]
Ep 055/100 [S3:+sens]:  40%|▊ | 106/264 [02:40<03:59,  1.52s/it, loss=0.636, mat=0.004, sens=1.266, deg=0.000]
Ep 055/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<03:59,  1.52s/it, loss=0.558, mat=0.005, sens=1.110, deg=0.000]
Ep 055/100 [S3:+sens]:  41%|▊ | 107/264 [02:42<03:57,  1.51s/it, loss=0.558, mat=0.005, sens=1.110, deg=0.000]
Ep 055/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:57,  1.51s/it, loss=0.548, mat=0.004, sens=1.091, deg=0.000]
Ep 055/100 [S3:+sens]:  41%|▊ | 108/264 [02:43<03:55,  1.51s/it, loss=0.548, mat=0.004, sens=1.091, deg=0.000]
Ep 055/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:55,  1.51s/it, loss=0.599, mat=0.003, sens=1.193, deg=0.000]
Ep 055/100 [S3:+sens]:  41%|▊ | 109/264 [02:45<03:53,  1.51s/it, loss=0.599, mat=0.003, sens=1.193, deg=0.000]
Ep 055/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:53,  1.51s/it, loss=0.617, mat=0.002, sens=1.228, deg=0.000]
Ep 055/100 [S3:+sens]:  42%|▊ | 110/264 [02:46<03:52,  1.51s/it, loss=0.617, mat=0.002, sens=1.228, deg=0.000]
Ep 055/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:52,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  42%|▊ | 111/264 [02:48<03:50,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:50,  1.51s/it, loss=0.579, mat=0.005, sens=1.150, deg=0.000]
Ep 055/100 [S3:+sens]:  42%|▊ | 112/264 [02:49<03:48,  1.51s/it, loss=0.579, mat=0.005, sens=1.150, deg=0.000]
Ep 055/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:48,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  43%|▊ | 113/264 [02:51<03:46,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:46,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  43%|▊ | 114/264 [02:52<03:45,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:45,  1.50s/it, loss=0.655, mat=0.002, sens=1.304, deg=0.000]
Ep 055/100 [S3:+sens]:  44%|▊ | 115/264 [02:54<03:44,  1.51s/it, loss=0.655, mat=0.002, sens=1.304, deg=0.000]
Ep 055/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:44,  1.51s/it, loss=0.569, mat=0.002, sens=1.136, deg=0.000]
Ep 055/100 [S3:+sens]:  44%|▉ | 116/264 [02:55<03:44,  1.52s/it, loss=0.569, mat=0.002, sens=1.136, deg=0.000]
Ep 055/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  44%|▉ | 117/264 [02:57<03:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:43,  1.52s/it, loss=0.643, mat=0.003, sens=1.283, deg=0.000]
Ep 055/100 [S3:+sens]:  45%|▉ | 118/264 [02:58<03:41,  1.52s/it, loss=0.643, mat=0.003, sens=1.283, deg=0.000]
Ep 055/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  45%|▉ | 119/264 [03:00<03:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:39,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  45%|▉ | 120/264 [03:01<03:37,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:37,  1.51s/it, loss=0.578, mat=0.004, sens=1.151, deg=0.000]
Ep 055/100 [S3:+sens]:  46%|▉ | 121/264 [03:03<03:35,  1.51s/it, loss=0.578, mat=0.004, sens=1.151, deg=0.000]
Ep 055/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:35,  1.51s/it, loss=0.488, mat=0.003, sens=0.971, deg=0.000]
Ep 055/100 [S3:+sens]:  46%|▉ | 122/264 [03:04<03:34,  1.51s/it, loss=0.488, mat=0.003, sens=0.971, deg=0.000]
Ep 055/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:34,  1.51s/it, loss=0.486, mat=0.003, sens=0.967, deg=0.000]
Ep 055/100 [S3:+sens]:  47%|▉ | 123/264 [03:06<03:35,  1.53s/it, loss=0.486, mat=0.003, sens=0.967, deg=0.000]
Ep 055/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:35,  1.53s/it, loss=0.587, mat=0.003, sens=1.166, deg=0.000]
Ep 055/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:33,  1.52s/it, loss=0.587, mat=0.003, sens=1.166, deg=0.000]
Ep 055/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:33,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  47%|▉ | 125/264 [03:09<03:30,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  48%|▉ | 126/264 [03:11<03:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:28,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  48%|▉ | 127/264 [03:12<03:26,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  48%|▉ | 128/264 [03:14<03:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:24,  1.51s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  49%|▉ | 129/264 [03:15<03:22,  1.50s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:22,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  49%|▉ | 130/264 [03:17<03:21,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:21,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  50%|▉ | 131/264 [03:18<03:19,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:19,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  50%|█ | 132/264 [03:20<03:17,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:17,  1.50s/it, loss=0.486, mat=0.002, sens=0.967, deg=0.000]
Ep 055/100 [S3:+sens]:  50%|█ | 133/264 [03:21<03:16,  1.50s/it, loss=0.486, mat=0.002, sens=0.967, deg=0.000]
Ep 055/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:16,  1.50s/it, loss=0.576, mat=0.003, sens=1.148, deg=0.000]
Ep 055/100 [S3:+sens]:  51%|█ | 134/264 [03:23<03:15,  1.50s/it, loss=0.576, mat=0.003, sens=1.148, deg=0.000]
Ep 055/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:15,  1.50s/it, loss=0.549, mat=0.004, sens=1.092, deg=0.000]
Ep 055/100 [S3:+sens]:  51%|█ | 135/264 [03:24<03:13,  1.50s/it, loss=0.549, mat=0.004, sens=1.092, deg=0.000]
Ep 055/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:13,  1.50s/it, loss=0.522, mat=0.004, sens=1.040, deg=0.000]
Ep 055/100 [S3:+sens]:  52%|█ | 136/264 [03:26<03:12,  1.50s/it, loss=0.522, mat=0.004, sens=1.040, deg=0.000]
Ep 055/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:12,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  52%|█ | 137/264 [03:27<03:13,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:13,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  52%|█ | 138/264 [03:29<03:11,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  53%|█ | 139/264 [03:30<03:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  53%|█ | 140/264 [03:32<03:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:08,  1.52s/it, loss=0.483, mat=0.004, sens=0.961, deg=0.000]
Ep 055/100 [S3:+sens]:  53%|█ | 141/264 [03:33<03:06,  1.52s/it, loss=0.483, mat=0.004, sens=0.961, deg=0.000]
Ep 055/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:06,  1.52s/it, loss=0.510, mat=0.002, sens=1.017, deg=0.000]
Ep 055/100 [S3:+sens]:  54%|█ | 142/264 [03:35<03:04,  1.51s/it, loss=0.510, mat=0.002, sens=1.017, deg=0.000]
Ep 055/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  54%|█ | 143/264 [03:36<03:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:02,  1.51s/it, loss=0.512, mat=0.003, sens=1.019, deg=0.000]
Ep 055/100 [S3:+sens]:  55%|█ | 144/264 [03:38<03:00,  1.51s/it, loss=0.512, mat=0.003, sens=1.019, deg=0.000]
Ep 055/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:00,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  55%|█ | 145/264 [03:39<02:59,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  55%|█ | 145/264 [03:41<02:59,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  55%|█ | 146/264 [03:41<02:57,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  55%|█ | 146/264 [03:42<02:57,  1.50s/it, loss=0.462, mat=0.003, sens=0.919, deg=0.000]
Ep 055/100 [S3:+sens]:  56%|█ | 147/264 [03:42<02:56,  1.50s/it, loss=0.462, mat=0.003, sens=0.919, deg=0.000]
Ep 055/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:56,  1.50s/it, loss=0.462, mat=0.003, sens=0.920, deg=0.000]
Ep 055/100 [S3:+sens]:  56%|█ | 148/264 [03:44<02:54,  1.51s/it, loss=0.462, mat=0.003, sens=0.920, deg=0.000]
Ep 055/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:54,  1.51s/it, loss=0.482, mat=0.003, sens=0.954, deg=0.000]
Ep 055/100 [S3:+sens]:  56%|█▏| 149/264 [03:45<02:56,  1.53s/it, loss=0.482, mat=0.003, sens=0.954, deg=0.000]
Ep 055/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:56,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  57%|█▏| 150/264 [03:47<02:53,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  57%|█▏| 151/264 [03:48<02:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:51,  1.52s/it, loss=0.539, mat=0.003, sens=1.073, deg=0.000]
Ep 055/100 [S3:+sens]:  58%|█▏| 152/264 [03:50<02:49,  1.52s/it, loss=0.539, mat=0.003, sens=1.073, deg=0.000]
Ep 055/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:49,  1.52s/it, loss=0.500, mat=0.004, sens=0.994, deg=0.000]
Ep 055/100 [S3:+sens]:  58%|█▏| 153/264 [03:51<02:48,  1.51s/it, loss=0.500, mat=0.004, sens=0.994, deg=0.000]
Ep 055/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  58%|█▏| 154/264 [03:53<02:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  59%|█▏| 155/264 [03:54<02:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:44,  1.51s/it, loss=0.549, mat=0.003, sens=1.095, deg=0.000]
Ep 055/100 [S3:+sens]:  59%|█▏| 156/264 [03:56<02:42,  1.51s/it, loss=0.549, mat=0.003, sens=1.095, deg=0.000]
Ep 055/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:42,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  59%|█▏| 157/264 [03:57<02:41,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:41,  1.51s/it, loss=0.563, mat=0.003, sens=1.122, deg=0.000]
Ep 055/100 [S3:+sens]:  60%|█▏| 158/264 [03:59<02:39,  1.51s/it, loss=0.563, mat=0.003, sens=1.122, deg=0.000]
Ep 055/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  60%|█▏| 159/264 [04:00<02:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  61%|█▏| 160/264 [04:02<02:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:36,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  61%|█▏| 161/264 [04:03<02:35,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:35,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  61%|█▏| 162/264 [04:05<02:34,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:34,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  62%|█▏| 163/264 [04:06<02:32,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:32,  1.51s/it, loss=0.466, mat=0.003, sens=0.928, deg=0.000]
Ep 055/100 [S3:+sens]:  62%|█▏| 164/264 [04:08<02:30,  1.51s/it, loss=0.466, mat=0.003, sens=0.928, deg=0.000]
Ep 055/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:30,  1.51s/it, loss=0.590, mat=0.003, sens=1.177, deg=0.000]
Ep 055/100 [S3:+sens]:  62%|█▎| 165/264 [04:09<02:30,  1.52s/it, loss=0.590, mat=0.003, sens=1.177, deg=0.000]
Ep 055/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:30,  1.52s/it, loss=0.458, mat=0.002, sens=0.912, deg=0.000]
Ep 055/100 [S3:+sens]:  63%|█▎| 166/264 [04:11<02:28,  1.52s/it, loss=0.458, mat=0.002, sens=0.912, deg=0.000]
Ep 055/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  63%|█▎| 167/264 [04:13<02:29,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:29,  1.54s/it, loss=0.530, mat=0.004, sens=1.056, deg=0.000]
Ep 055/100 [S3:+sens]:  64%|█▎| 168/264 [04:14<02:26,  1.53s/it, loss=0.530, mat=0.004, sens=1.056, deg=0.000]
Ep 055/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:26,  1.53s/it, loss=0.486, mat=0.003, sens=0.969, deg=0.000]
Ep 055/100 [S3:+sens]:  64%|█▎| 169/264 [04:16<02:24,  1.52s/it, loss=0.486, mat=0.003, sens=0.969, deg=0.000]
Ep 055/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:24,  1.52s/it, loss=0.541, mat=0.003, sens=1.079, deg=0.000]
Ep 055/100 [S3:+sens]:  64%|█▎| 170/264 [04:17<02:22,  1.52s/it, loss=0.541, mat=0.003, sens=1.079, deg=0.000]
Ep 055/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:22,  1.52s/it, loss=0.666, mat=0.003, sens=1.328, deg=0.000]
Ep 055/100 [S3:+sens]:  65%|█▎| 171/264 [04:19<02:20,  1.52s/it, loss=0.666, mat=0.003, sens=1.328, deg=0.000]
Ep 055/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:20,  1.52s/it, loss=0.605, mat=0.003, sens=1.206, deg=0.000]
Ep 055/100 [S3:+sens]:  65%|█▎| 172/264 [04:20<02:19,  1.51s/it, loss=0.605, mat=0.003, sens=1.206, deg=0.000]
Ep 055/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:19,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  66%|█▎| 173/264 [04:22<02:17,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:17,  1.51s/it, loss=0.648, mat=0.004, sens=1.291, deg=0.000]
Ep 055/100 [S3:+sens]:  66%|█▎| 174/264 [04:23<02:15,  1.51s/it, loss=0.648, mat=0.004, sens=1.291, deg=0.000]
Ep 055/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:15,  1.51s/it, loss=0.602, mat=0.003, sens=1.201, deg=0.000]
Ep 055/100 [S3:+sens]:  66%|█▎| 175/264 [04:25<02:14,  1.51s/it, loss=0.602, mat=0.003, sens=1.201, deg=0.000]
Ep 055/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:14,  1.51s/it, loss=0.642, mat=0.003, sens=1.278, deg=0.000]
Ep 055/100 [S3:+sens]:  67%|█▎| 176/264 [04:26<02:12,  1.51s/it, loss=0.642, mat=0.003, sens=1.278, deg=0.000]
Ep 055/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:12,  1.51s/it, loss=0.652, mat=0.003, sens=1.300, deg=0.000]
Ep 055/100 [S3:+sens]:  67%|█▎| 177/264 [04:28<02:11,  1.51s/it, loss=0.652, mat=0.003, sens=1.300, deg=0.000]
Ep 055/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:11,  1.51s/it, loss=0.712, mat=0.003, sens=1.420, deg=0.000]
Ep 055/100 [S3:+sens]:  67%|█▎| 178/264 [04:29<02:09,  1.51s/it, loss=0.712, mat=0.003, sens=1.420, deg=0.000]
Ep 055/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:09,  1.51s/it, loss=0.684, mat=0.004, sens=1.361, deg=0.000]
Ep 055/100 [S3:+sens]:  68%|█▎| 179/264 [04:31<02:08,  1.51s/it, loss=0.684, mat=0.004, sens=1.361, deg=0.000]
Ep 055/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:08,  1.51s/it, loss=0.691, mat=0.003, sens=1.376, deg=0.001]
Ep 055/100 [S3:+sens]:  68%|█▎| 180/264 [04:32<02:06,  1.51s/it, loss=0.691, mat=0.003, sens=1.376, deg=0.001]
Ep 055/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:06,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  69%|█▎| 181/264 [04:34<02:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  69%|█▍| 182/264 [04:35<02:05,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  69%|█▍| 183/264 [04:37<02:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:03,  1.52s/it, loss=0.847, mat=0.003, sens=1.691, deg=0.000]
Ep 055/100 [S3:+sens]:  70%|█▍| 184/264 [04:38<02:01,  1.52s/it, loss=0.847, mat=0.003, sens=1.691, deg=0.000]
Ep 055/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  70%|█▍| 185/264 [04:40<01:59,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<01:59,  1.52s/it, loss=0.994, mat=0.002, sens=1.985, deg=0.000]
Ep 055/100 [S3:+sens]:  70%|█▍| 186/264 [04:41<01:57,  1.51s/it, loss=0.994, mat=0.002, sens=1.985, deg=0.000]
Ep 055/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:57,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  71%|█▍| 187/264 [04:43<01:56,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:56,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  71%|█▍| 188/264 [04:44<01:54,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:54,  1.51s/it, loss=1.128, mat=0.005, sens=2.249, deg=0.001]
Ep 055/100 [S3:+sens]:  72%|█▍| 189/264 [04:46<01:53,  1.52s/it, loss=1.128, mat=0.005, sens=2.249, deg=0.001]
Ep 055/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.52s/it, loss=0.963, mat=0.003, sens=1.922, deg=0.000]
Ep 055/100 [S3:+sens]:  72%|█▍| 190/264 [04:47<01:52,  1.52s/it, loss=0.963, mat=0.003, sens=1.922, deg=0.000]
Ep 055/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:52,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  72%|█▍| 191/264 [04:49<01:50,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  72%|█▍| 191/264 [04:50<01:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  73%|█▍| 192/264 [04:50<01:48,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:48,  1.51s/it, loss=0.890, mat=0.002, sens=1.777, deg=0.000]
Ep 055/100 [S3:+sens]:  73%|█▍| 193/264 [04:52<01:47,  1.51s/it, loss=0.890, mat=0.002, sens=1.777, deg=0.000]
Ep 055/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:47,  1.51s/it, loss=1.122, mat=0.005, sens=2.234, deg=0.001]
Ep 055/100 [S3:+sens]:  73%|█▍| 194/264 [04:53<01:47,  1.53s/it, loss=1.122, mat=0.005, sens=2.234, deg=0.001]
Ep 055/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:47,  1.53s/it, loss=0.902, mat=0.003, sens=1.798, deg=0.002]
Ep 055/100 [S3:+sens]:  74%|█▍| 195/264 [04:55<01:45,  1.53s/it, loss=0.902, mat=0.003, sens=1.798, deg=0.002]
Ep 055/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:45,  1.53s/it, loss=1.093, mat=0.003, sens=2.182, deg=0.001]
Ep 055/100 [S3:+sens]:  74%|█▍| 196/264 [04:57<01:43,  1.52s/it, loss=1.093, mat=0.003, sens=2.182, deg=0.001]
Ep 055/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:43,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  75%|█▍| 197/264 [04:58<01:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.52s/it, loss=0.974, mat=0.003, sens=1.943, deg=0.001]
Ep 055/100 [S3:+sens]:  75%|█▌| 198/264 [05:00<01:40,  1.52s/it, loss=0.974, mat=0.003, sens=1.943, deg=0.001]
Ep 055/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:40,  1.52s/it, loss=1.151, mat=0.004, sens=2.292, deg=0.000]
Ep 055/100 [S3:+sens]:  75%|█▌| 199/264 [05:01<01:38,  1.51s/it, loss=1.151, mat=0.004, sens=2.292, deg=0.000]
Ep 055/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:38,  1.51s/it, loss=1.059, mat=0.003, sens=2.112, deg=0.000]
Ep 055/100 [S3:+sens]:  76%|█▌| 200/264 [05:03<01:36,  1.51s/it, loss=1.059, mat=0.003, sens=2.112, deg=0.000]
Ep 055/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:36,  1.51s/it, loss=0.994, mat=0.003, sens=1.984, deg=0.000]
Ep 055/100 [S3:+sens]:  76%|█▌| 201/264 [05:04<01:35,  1.51s/it, loss=0.994, mat=0.003, sens=1.984, deg=0.000]
Ep 055/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  77%|█▌| 202/264 [05:06<01:33,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:33,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  77%|█▌| 203/264 [05:07<01:32,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  77%|█▌| 204/264 [05:09<01:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:30,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  78%|█▌| 205/264 [05:10<01:28,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:28,  1.51s/it, loss=0.985, mat=0.005, sens=1.965, deg=0.000]
Ep 055/100 [S3:+sens]:  78%|█▌| 206/264 [05:12<01:27,  1.51s/it, loss=0.985, mat=0.005, sens=1.965, deg=0.000]
Ep 055/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  78%|█▌| 207/264 [05:13<01:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:25,  1.51s/it, loss=0.959, mat=0.003, sens=1.905, deg=0.000]
Ep 055/100 [S3:+sens]:  79%|█▌| 208/264 [05:15<01:24,  1.51s/it, loss=0.959, mat=0.003, sens=1.905, deg=0.000]
Ep 055/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:24,  1.51s/it, loss=1.030, mat=0.004, sens=2.054, deg=0.001]
Ep 055/100 [S3:+sens]:  79%|█▌| 209/264 [05:16<01:22,  1.51s/it, loss=1.030, mat=0.004, sens=2.054, deg=0.001]
Ep 055/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:22,  1.51s/it, loss=0.883, mat=0.004, sens=1.745, deg=0.000]
Ep 055/100 [S3:+sens]:  80%|█▌| 210/264 [05:18<01:21,  1.51s/it, loss=0.883, mat=0.004, sens=1.745, deg=0.000]
Ep 055/100 [S3:+sens]:  80%|█▌| 210/264 [05:19<01:21,  1.51s/it, loss=0.771, mat=0.003, sens=1.539, deg=0.000]
Ep 055/100 [S3:+sens]:  80%|█▌| 211/264 [05:19<01:19,  1.51s/it, loss=0.771, mat=0.003, sens=1.539, deg=0.000]
Ep 055/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:19,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  80%|█▌| 212/264 [05:21<01:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  80%|█▌| 212/264 [05:22<01:18,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  81%|█▌| 213/264 [05:22<01:19,  1.55s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:19,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  81%|█▌| 214/264 [05:24<01:17,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  81%|█▌| 214/264 [05:25<01:17,  1.54s/it, loss=0.814, mat=0.003, sens=1.622, deg=0.000]
Ep 055/100 [S3:+sens]:  81%|█▋| 215/264 [05:25<01:15,  1.53s/it, loss=0.814, mat=0.003, sens=1.622, deg=0.000]
Ep 055/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:15,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  82%|█▋| 216/264 [05:27<01:13,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  82%|█▋| 216/264 [05:28<01:13,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  82%|█▋| 217/264 [05:28<01:11,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:11,  1.52s/it, loss=0.817, mat=0.003, sens=1.628, deg=0.000]
Ep 055/100 [S3:+sens]:  83%|█▋| 218/264 [05:30<01:09,  1.51s/it, loss=0.817, mat=0.003, sens=1.628, deg=0.000]
Ep 055/100 [S3:+sens]:  83%|█▋| 218/264 [05:31<01:09,  1.51s/it, loss=0.862, mat=0.003, sens=1.719, deg=0.000]
Ep 055/100 [S3:+sens]:  83%|█▋| 219/264 [05:31<01:08,  1.51s/it, loss=0.862, mat=0.003, sens=1.719, deg=0.000]
Ep 055/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  83%|█▋| 220/264 [05:33<01:06,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  83%|█▋| 220/264 [05:34<01:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  84%|█▋| 221/264 [05:34<01:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  84%|█▋| 222/264 [05:36<01:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  84%|█▋| 222/264 [05:37<01:03,  1.51s/it, loss=0.870, mat=0.003, sens=1.735, deg=0.000]
Ep 055/100 [S3:+sens]:  84%|█▋| 223/264 [05:37<01:01,  1.51s/it, loss=0.870, mat=0.003, sens=1.735, deg=0.000]
Ep 055/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  85%|█▋| 224/264 [05:39<01:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  85%|█▋| 224/264 [05:40<01:00,  1.51s/it, loss=0.739, mat=0.003, sens=1.469, deg=0.000]
Ep 055/100 [S3:+sens]:  85%|█▋| 225/264 [05:40<00:58,  1.51s/it, loss=0.739, mat=0.003, sens=1.469, deg=0.000]
Ep 055/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:58,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  86%|█▋| 226/264 [05:42<00:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  86%|█▋| 226/264 [05:43<00:57,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  86%|█▋| 227/264 [05:43<00:56,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:56,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  86%|█▋| 228/264 [05:45<00:54,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  86%|█▋| 228/264 [05:46<00:54,  1.52s/it, loss=0.779, mat=0.003, sens=1.555, deg=0.000]
Ep 055/100 [S3:+sens]:  87%|█▋| 229/264 [05:46<00:53,  1.52s/it, loss=0.779, mat=0.003, sens=1.555, deg=0.000]
Ep 055/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:53,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  87%|█▋| 230/264 [05:48<00:51,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  87%|█▋| 230/264 [05:49<00:51,  1.52s/it, loss=0.799, mat=0.004, sens=1.590, deg=0.003]
Ep 055/100 [S3:+sens]:  88%|█▊| 231/264 [05:49<00:49,  1.51s/it, loss=0.799, mat=0.004, sens=1.590, deg=0.003]
Ep 055/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:49,  1.51s/it, loss=0.795, mat=0.003, sens=1.585, deg=0.000]
Ep 055/100 [S3:+sens]:  88%|█▊| 232/264 [05:51<00:48,  1.51s/it, loss=0.795, mat=0.003, sens=1.585, deg=0.000]
Ep 055/100 [S3:+sens]:  88%|█▊| 232/264 [05:52<00:48,  1.51s/it, loss=0.936, mat=0.002, sens=1.847, deg=0.000]
Ep 055/100 [S3:+sens]:  88%|█▊| 233/264 [05:52<00:46,  1.51s/it, loss=0.936, mat=0.002, sens=1.847, deg=0.000]
Ep 055/100 [S3:+sens]:  88%|█▊| 233/264 [05:54<00:46,  1.51s/it, loss=0.805, mat=0.003, sens=1.604, deg=0.000]
Ep 055/100 [S3:+sens]:  89%|█▊| 234/264 [05:54<00:45,  1.51s/it, loss=0.805, mat=0.003, sens=1.604, deg=0.000]
Ep 055/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.51s/it, loss=0.699, mat=0.003, sens=1.388, deg=0.000]
Ep 055/100 [S3:+sens]:  89%|█▊| 235/264 [05:56<00:43,  1.51s/it, loss=0.699, mat=0.003, sens=1.388, deg=0.000]
Ep 055/100 [S3:+sens]:  89%|█▊| 235/264 [05:57<00:43,  1.51s/it, loss=0.860, mat=0.003, sens=1.709, deg=0.000]
Ep 055/100 [S3:+sens]:  89%|█▊| 236/264 [05:57<00:42,  1.51s/it, loss=0.860, mat=0.003, sens=1.709, deg=0.000]
Ep 055/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.51s/it, loss=0.843, mat=0.004, sens=1.659, deg=0.000]
Ep 055/100 [S3:+sens]:  90%|█▊| 237/264 [05:59<00:40,  1.51s/it, loss=0.843, mat=0.004, sens=1.659, deg=0.000]
Ep 055/100 [S3:+sens]:  90%|█▊| 237/264 [06:00<00:40,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  90%|█▊| 238/264 [06:00<00:39,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.52s/it, loss=0.671, mat=0.003, sens=1.338, deg=0.000]
Ep 055/100 [S3:+sens]:  91%|█▊| 239/264 [06:02<00:38,  1.54s/it, loss=0.671, mat=0.003, sens=1.338, deg=0.000]
Ep 055/100 [S3:+sens]:  91%|█▊| 239/264 [06:03<00:38,  1.54s/it, loss=0.830, mat=0.004, sens=1.655, deg=0.000]
Ep 055/100 [S3:+sens]:  91%|█▊| 240/264 [06:03<00:36,  1.54s/it, loss=0.830, mat=0.004, sens=1.655, deg=0.000]
Ep 055/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.54s/it, loss=0.816, mat=0.004, sens=1.626, deg=0.000]
Ep 055/100 [S3:+sens]:  91%|█▊| 241/264 [06:05<00:35,  1.53s/it, loss=0.816, mat=0.004, sens=1.626, deg=0.000]
Ep 055/100 [S3:+sens]:  91%|█▊| 241/264 [06:06<00:35,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  92%|█▊| 242/264 [06:06<00:33,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.842, mat=0.002, sens=1.667, deg=0.000]
Ep 055/100 [S3:+sens]:  92%|█▊| 243/264 [06:08<00:31,  1.52s/it, loss=0.842, mat=0.002, sens=1.667, deg=0.000]
Ep 055/100 [S3:+sens]:  92%|█▊| 243/264 [06:09<00:31,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  92%|█▊| 244/264 [06:09<00:30,  1.51s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.51s/it, loss=0.791, mat=0.003, sens=1.576, deg=0.000]
Ep 055/100 [S3:+sens]:  93%|█▊| 245/264 [06:11<00:28,  1.51s/it, loss=0.791, mat=0.003, sens=1.576, deg=0.000]
Ep 055/100 [S3:+sens]:  93%|█▊| 245/264 [06:12<00:28,  1.51s/it, loss=0.712, mat=0.003, sens=1.419, deg=0.000]
Ep 055/100 [S3:+sens]:  93%|█▊| 246/264 [06:12<00:27,  1.51s/it, loss=0.712, mat=0.003, sens=1.419, deg=0.000]
Ep 055/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  94%|█▊| 247/264 [06:14<00:25,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  94%|█▊| 247/264 [06:15<00:25,  1.50s/it, loss=0.669, mat=0.003, sens=1.334, deg=0.000]
Ep 055/100 [S3:+sens]:  94%|█▉| 248/264 [06:15<00:24,  1.50s/it, loss=0.669, mat=0.003, sens=1.334, deg=0.000]
Ep 055/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.50s/it, loss=0.670, mat=0.003, sens=1.336, deg=0.000]
Ep 055/100 [S3:+sens]:  94%|█▉| 249/264 [06:17<00:22,  1.50s/it, loss=0.670, mat=0.003, sens=1.336, deg=0.000]
Ep 055/100 [S3:+sens]:  94%|█▉| 249/264 [06:18<00:22,  1.50s/it, loss=0.728, mat=0.003, sens=1.452, deg=0.000]
Ep 055/100 [S3:+sens]:  95%|█▉| 250/264 [06:18<00:21,  1.50s/it, loss=0.728, mat=0.003, sens=1.452, deg=0.000]
Ep 055/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  95%|█▉| 251/264 [06:20<00:19,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  95%|█▉| 251/264 [06:21<00:19,  1.50s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  95%|█▉| 252/264 [06:21<00:18,  1.50s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.50s/it, loss=0.698, mat=0.003, sens=1.392, deg=0.000]
Ep 055/100 [S3:+sens]:  96%|█▉| 253/264 [06:23<00:16,  1.50s/it, loss=0.698, mat=0.003, sens=1.392, deg=0.000]
Ep 055/100 [S3:+sens]:  96%|█▉| 253/264 [06:24<00:16,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  96%|█▉| 254/264 [06:24<00:15,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  97%|█▉| 255/264 [06:26<00:13,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  97%|█▉| 255/264 [06:27<00:13,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  97%|█▉| 256/264 [06:27<00:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  97%|█▉| 257/264 [06:29<00:10,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  97%|█▉| 257/264 [06:30<00:10,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  98%|█▉| 258/264 [06:30<00:09,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.806, mat=0.003, sens=1.578, deg=0.050]
Ep 055/100 [S3:+sens]:  98%|█▉| 259/264 [06:32<00:07,  1.52s/it, loss=0.806, mat=0.003, sens=1.578, deg=0.050]
Ep 055/100 [S3:+sens]:  98%|█▉| 259/264 [06:33<00:07,  1.52s/it, loss=0.622, mat=0.004, sens=1.238, deg=0.000]
Ep 055/100 [S3:+sens]:  98%|█▉| 260/264 [06:33<00:06,  1.51s/it, loss=0.622, mat=0.004, sens=1.238, deg=0.000]
Ep 055/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.723, mat=0.003, sens=1.441, deg=0.000]
Ep 055/100 [S3:+sens]:  99%|█▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.723, mat=0.003, sens=1.441, deg=0.000]
Ep 055/100 [S3:+sens]:  99%|█▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  99%|█▉| 262/264 [06:36<00:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 055/100 [S3:+sens]:  99%|█▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]: 100%|█▉| 263/264 [06:38<00:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 055/100 [S3:+sens]: 100%|█▉| 263/264 [06:39<00:01,  1.52s/it, loss=0.680, mat=0.003, sens=1.356, deg=0.000]
Ep 055/100 [S3:+sens]: 100%|██| 264/264 [06:39<00:00,  1.52s/it, loss=0.680, mat=0.003, sens=1.356, deg=0.000]
                                                                                                              
Epoch 055/100 [S3:+sens]  loss=0.3802  mat=0.0032  sens=0.7542  deg=0.0004  orth=0.0014  α=0.5 β=0.5 γ=0.3  400s

Ep 056/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 056/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:59,  2.28s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:59,  2.28s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:57,  1.82s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:57,  1.82s/it, loss=0.869, mat=0.005, sens=1.733, deg=0.001]
Ep 056/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:17,  1.68s/it, loss=0.869, mat=0.005, sens=1.733, deg=0.001]
Ep 056/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:17,  1.68s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:57,  1.61s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:57,  1.61s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:46,  1.57s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:46,  1.57s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:38,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:38,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:33,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:33,  1.53s/it, loss=0.774, mat=0.004, sens=1.542, deg=0.001]
Ep 056/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:29,  1.52s/it, loss=0.774, mat=0.004, sens=1.542, deg=0.001]
Ep 056/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:29,  1.52s/it, loss=0.716, mat=0.003, sens=1.428, deg=0.000]
Ep 056/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:36,  1.55s/it, loss=0.716, mat=0.003, sens=1.428, deg=0.000]
Ep 056/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:36,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:30,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:30,  1.54s/it, loss=0.774, mat=0.003, sens=1.544, deg=0.000]
Ep 056/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:26,  1.53s/it, loss=0.774, mat=0.003, sens=1.544, deg=0.000]
Ep 056/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:26,  1.53s/it, loss=0.788, mat=0.003, sens=1.569, deg=0.000]
Ep 056/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:23,  1.52s/it, loss=0.788, mat=0.003, sens=1.569, deg=0.000]
Ep 056/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:23,  1.52s/it, loss=0.837, mat=0.003, sens=1.669, deg=0.000]
Ep 056/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:21,  1.52s/it, loss=0.837, mat=0.003, sens=1.669, deg=0.000]
Ep 056/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:21,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:18,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:18,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:16,  1.51s/it, loss=0.760, mat=0.003, sens=1.516, deg=0.000]
Ep 056/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:14,  1.51s/it, loss=0.760, mat=0.003, sens=1.516, deg=0.000]
Ep 056/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:14,  1.51s/it, loss=0.805, mat=0.003, sens=1.604, deg=0.000]
Ep 056/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:12,  1.51s/it, loss=0.805, mat=0.003, sens=1.604, deg=0.000]
Ep 056/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:12,  1.51s/it, loss=0.661, mat=0.004, sens=1.317, deg=0.000]
Ep 056/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:10,  1.51s/it, loss=0.661, mat=0.004, sens=1.317, deg=0.000]
Ep 056/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:10,  1.51s/it, loss=0.659, mat=0.003, sens=1.311, deg=0.000]
Ep 056/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:09,  1.51s/it, loss=0.659, mat=0.003, sens=1.311, deg=0.000]
Ep 056/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:07,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:06,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:06,  1.51s/it, loss=0.657, mat=0.002, sens=1.305, deg=0.009]
Ep 056/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:07,  1.52s/it, loss=0.657, mat=0.002, sens=1.305, deg=0.009]
Ep 056/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:07,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:11,  1.54s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:11,  1.54s/it, loss=0.732, mat=0.003, sens=1.458, deg=0.000]
Ep 056/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:07,  1.53s/it, loss=0.732, mat=0.003, sens=1.458, deg=0.000]
Ep 056/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:07,  1.53s/it, loss=0.707, mat=0.002, sens=1.411, deg=0.000]
Ep 056/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:04,  1.53s/it, loss=0.707, mat=0.002, sens=1.411, deg=0.000]
Ep 056/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:04,  1.53s/it, loss=0.765, mat=0.004, sens=1.524, deg=0.000]
Ep 056/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:01,  1.52s/it, loss=0.765, mat=0.004, sens=1.524, deg=0.000]
Ep 056/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:01,  1.52s/it, loss=0.630, mat=0.003, sens=1.257, deg=0.000]
Ep 056/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:59,  1.52s/it, loss=0.630, mat=0.003, sens=1.257, deg=0.000]
Ep 056/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<05:59,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:55,  1.51s/it, loss=0.705, mat=0.003, sens=1.406, deg=0.000]
Ep 056/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:53,  1.51s/it, loss=0.705, mat=0.003, sens=1.406, deg=0.000]
Ep 056/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:53,  1.51s/it, loss=0.761, mat=0.003, sens=1.514, deg=0.000]
Ep 056/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:51,  1.51s/it, loss=0.761, mat=0.003, sens=1.514, deg=0.000]
Ep 056/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:51,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:49,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:48,  1.51s/it, loss=0.626, mat=0.003, sens=1.249, deg=0.000]
Ep 056/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:46,  1.51s/it, loss=0.626, mat=0.003, sens=1.249, deg=0.000]
Ep 056/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:45,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:42,  1.51s/it, loss=0.623, mat=0.003, sens=1.241, deg=0.000]
Ep 056/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:41,  1.51s/it, loss=0.623, mat=0.003, sens=1.241, deg=0.000]
Ep 056/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:41,  1.51s/it, loss=0.651, mat=0.004, sens=1.296, deg=0.000]
Ep 056/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:39,  1.51s/it, loss=0.651, mat=0.004, sens=1.296, deg=0.000]
Ep 056/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:39,  1.51s/it, loss=0.772, mat=0.002, sens=1.540, deg=0.000]
Ep 056/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:38,  1.51s/it, loss=0.772, mat=0.002, sens=1.540, deg=0.000]
Ep 056/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:38,  1.51s/it, loss=0.779, mat=0.004, sens=1.552, deg=0.000]
Ep 056/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:36,  1.51s/it, loss=0.779, mat=0.004, sens=1.552, deg=0.000]
Ep 056/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:32,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:31,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:29,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:28,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:24,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:24,  1.52s/it, loss=0.696, mat=0.004, sens=1.384, deg=0.000]
Ep 056/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:22,  1.51s/it, loss=0.696, mat=0.004, sens=1.384, deg=0.000]
Ep 056/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:22,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:20,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:20,  1.51s/it, loss=0.624, mat=0.002, sens=1.244, deg=0.000]
Ep 056/100 [S3:+sens]:  20%|▌  | 53/264 [01:20<05:18,  1.51s/it, loss=0.624, mat=0.002, sens=1.244, deg=0.000]
Ep 056/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:18,  1.51s/it, loss=0.754, mat=0.004, sens=1.503, deg=0.000]
Ep 056/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:21,  1.53s/it, loss=0.754, mat=0.004, sens=1.503, deg=0.000]
Ep 056/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:21,  1.53s/it, loss=0.690, mat=0.004, sens=1.375, deg=0.000]
Ep 056/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:18,  1.53s/it, loss=0.690, mat=0.004, sens=1.375, deg=0.000]
Ep 056/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:18,  1.53s/it, loss=0.717, mat=0.004, sens=1.429, deg=0.000]
Ep 056/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:16,  1.52s/it, loss=0.717, mat=0.004, sens=1.429, deg=0.000]
Ep 056/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:16,  1.52s/it, loss=0.650, mat=0.003, sens=1.295, deg=0.000]
Ep 056/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:13,  1.52s/it, loss=0.650, mat=0.003, sens=1.295, deg=0.000]
Ep 056/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:13,  1.52s/it, loss=0.653, mat=0.004, sens=1.298, deg=0.000]
Ep 056/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:12,  1.52s/it, loss=0.653, mat=0.004, sens=1.298, deg=0.000]
Ep 056/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:12,  1.52s/it, loss=0.689, mat=0.003, sens=1.365, deg=0.000]
Ep 056/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:10,  1.52s/it, loss=0.689, mat=0.003, sens=1.365, deg=0.000]
Ep 056/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:10,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:08,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:08,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:06,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:06,  1.51s/it, loss=0.831, mat=0.004, sens=1.656, deg=0.000]
Ep 056/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:05,  1.51s/it, loss=0.831, mat=0.004, sens=1.656, deg=0.000]
Ep 056/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:05,  1.51s/it, loss=0.713, mat=0.003, sens=1.419, deg=0.000]
Ep 056/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:03,  1.51s/it, loss=0.713, mat=0.003, sens=1.419, deg=0.000]
Ep 056/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:03,  1.51s/it, loss=0.729, mat=0.004, sens=1.449, deg=0.000]
Ep 056/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:01,  1.51s/it, loss=0.729, mat=0.004, sens=1.449, deg=0.000]
Ep 056/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:01,  1.51s/it, loss=0.715, mat=0.003, sens=1.425, deg=0.000]
Ep 056/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:00,  1.51s/it, loss=0.715, mat=0.003, sens=1.425, deg=0.000]
Ep 056/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:00,  1.51s/it, loss=0.786, mat=0.003, sens=1.567, deg=0.000]
Ep 056/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<04:59,  1.51s/it, loss=0.786, mat=0.003, sens=1.567, deg=0.000]
Ep 056/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<04:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:57,  1.51s/it, loss=0.821, mat=0.003, sens=1.637, deg=0.000]
Ep 056/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<05:00,  1.53s/it, loss=0.821, mat=0.003, sens=1.637, deg=0.000]
Ep 056/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<05:00,  1.53s/it, loss=0.714, mat=0.003, sens=1.424, deg=0.000]
Ep 056/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:57,  1.52s/it, loss=0.714, mat=0.003, sens=1.424, deg=0.000]
Ep 056/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:57,  1.52s/it, loss=0.748, mat=0.003, sens=1.491, deg=0.000]
Ep 056/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:56,  1.53s/it, loss=0.748, mat=0.003, sens=1.491, deg=0.000]
Ep 056/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:56,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:54,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:54,  1.53s/it, loss=0.750, mat=0.004, sens=1.494, deg=0.000]
Ep 056/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:52,  1.53s/it, loss=0.750, mat=0.004, sens=1.494, deg=0.000]
Ep 056/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:52,  1.53s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:50,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:50,  1.52s/it, loss=0.806, mat=0.003, sens=1.608, deg=0.000]
Ep 056/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:47,  1.52s/it, loss=0.806, mat=0.003, sens=1.608, deg=0.000]
Ep 056/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:47,  1.52s/it, loss=0.856, mat=0.004, sens=1.708, deg=0.000]
Ep 056/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:45,  1.51s/it, loss=0.856, mat=0.004, sens=1.708, deg=0.000]
Ep 056/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:44,  1.51s/it, loss=0.751, mat=0.003, sens=1.495, deg=0.000]
Ep 056/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:42,  1.51s/it, loss=0.751, mat=0.003, sens=1.495, deg=0.000]
Ep 056/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  30%|▉  | 78/264 [01:58<04:40,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:39,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  30%|▉  | 80/264 [02:01<04:42,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:42,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:38,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  31%|▉  | 82/264 [02:04<04:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:34,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:34,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  32%|▉  | 84/264 [02:07<04:32,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:32,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002]
Ep 056/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:30,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002]
Ep 056/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:30,  1.51s/it, loss=0.692, mat=0.004, sens=1.379, deg=0.001]
Ep 056/100 [S3:+sens]:  33%|▉  | 86/264 [02:10<04:28,  1.51s/it, loss=0.692, mat=0.004, sens=1.379, deg=0.001]
Ep 056/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:28,  1.51s/it, loss=0.747, mat=0.003, sens=1.490, deg=0.001]
Ep 056/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:27,  1.51s/it, loss=0.747, mat=0.003, sens=1.490, deg=0.001]
Ep 056/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:27,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:26,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:26,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:24,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:24,  1.51s/it, loss=0.670, mat=0.002, sens=1.336, deg=0.000]
Ep 056/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:22,  1.51s/it, loss=0.670, mat=0.002, sens=1.336, deg=0.000]
Ep 056/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:21,  1.51s/it, loss=0.772, mat=0.004, sens=1.541, deg=0.000]
Ep 056/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:19,  1.51s/it, loss=0.772, mat=0.004, sens=1.541, deg=0.000]
Ep 056/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:19,  1.51s/it, loss=0.680, mat=0.003, sens=1.355, deg=0.000]
Ep 056/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:18,  1.51s/it, loss=0.680, mat=0.003, sens=1.355, deg=0.000]
Ep 056/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:18,  1.51s/it, loss=0.765, mat=0.003, sens=1.526, deg=0.000]
Ep 056/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:16,  1.51s/it, loss=0.765, mat=0.003, sens=1.526, deg=0.000]
Ep 056/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:16,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:17,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:17,  1.52s/it, loss=0.780, mat=0.004, sens=1.552, deg=0.000]
Ep 056/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:15,  1.52s/it, loss=0.780, mat=0.004, sens=1.552, deg=0.000]
Ep 056/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:13,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:13,  1.52s/it, loss=0.697, mat=0.004, sens=1.382, deg=0.000]
Ep 056/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:15,  1.54s/it, loss=0.697, mat=0.004, sens=1.382, deg=0.000]
Ep 056/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:15,  1.54s/it, loss=0.695, mat=0.003, sens=1.386, deg=0.000]
Ep 056/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:12,  1.53s/it, loss=0.695, mat=0.003, sens=1.386, deg=0.000]
Ep 056/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:12,  1.53s/it, loss=0.754, mat=0.003, sens=1.501, deg=0.000]
Ep 056/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:09,  1.52s/it, loss=0.754, mat=0.003, sens=1.501, deg=0.000]
Ep 056/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:09,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  38%|▊ | 101/264 [02:33<04:07,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:07,  1.52s/it, loss=0.709, mat=0.003, sens=1.410, deg=0.000]
Ep 056/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:05,  1.52s/it, loss=0.709, mat=0.003, sens=1.410, deg=0.000]
Ep 056/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:05,  1.52s/it, loss=0.738, mat=0.004, sens=1.471, deg=0.000]
Ep 056/100 [S3:+sens]:  39%|▊ | 103/264 [02:36<04:03,  1.52s/it, loss=0.738, mat=0.004, sens=1.471, deg=0.000]
Ep 056/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:03,  1.52s/it, loss=0.710, mat=0.003, sens=1.416, deg=0.000]
Ep 056/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:02,  1.52s/it, loss=0.710, mat=0.003, sens=1.416, deg=0.000]
Ep 056/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  40%|▊ | 105/264 [02:39<04:01,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:01,  1.52s/it, loss=0.661, mat=0.003, sens=1.317, deg=0.000]
Ep 056/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<03:59,  1.51s/it, loss=0.661, mat=0.003, sens=1.317, deg=0.000]
Ep 056/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<03:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  41%|▊ | 107/264 [02:42<03:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:57,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:55,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:55,  1.51s/it, loss=0.677, mat=0.003, sens=1.347, deg=0.000]
Ep 056/100 [S3:+sens]:  41%|▊ | 109/264 [02:45<03:54,  1.51s/it, loss=0.677, mat=0.003, sens=1.347, deg=0.000]
Ep 056/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:52,  1.51s/it, loss=0.679, mat=0.002, sens=1.355, deg=0.000]
Ep 056/100 [S3:+sens]:  42%|▊ | 111/264 [02:48<03:51,  1.51s/it, loss=0.679, mat=0.002, sens=1.355, deg=0.000]
Ep 056/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:51,  1.51s/it, loss=0.831, mat=0.004, sens=1.658, deg=0.000]
Ep 056/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:49,  1.51s/it, loss=0.831, mat=0.004, sens=1.658, deg=0.000]
Ep 056/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  43%|▊ | 113/264 [02:51<03:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:51,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:48,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:48,  1.52s/it, loss=0.696, mat=0.003, sens=1.389, deg=0.000]
Ep 056/100 [S3:+sens]:  44%|▊ | 115/264 [02:54<03:46,  1.52s/it, loss=0.696, mat=0.003, sens=1.389, deg=0.000]
Ep 056/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:44,  1.52s/it, loss=0.651, mat=0.003, sens=1.294, deg=0.000]
Ep 056/100 [S3:+sens]:  44%|▉ | 117/264 [02:57<03:42,  1.51s/it, loss=0.651, mat=0.003, sens=1.294, deg=0.000]
Ep 056/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:41,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:41,  1.51s/it, loss=0.776, mat=0.003, sens=1.548, deg=0.000]
Ep 056/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:40,  1.52s/it, loss=0.776, mat=0.003, sens=1.548, deg=0.000]
Ep 056/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:40,  1.52s/it, loss=0.715, mat=0.003, sens=1.425, deg=0.000]
Ep 056/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:39,  1.52s/it, loss=0.715, mat=0.003, sens=1.425, deg=0.000]
Ep 056/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:36,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:36,  1.52s/it, loss=0.720, mat=0.004, sens=1.435, deg=0.000]
Ep 056/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:35,  1.52s/it, loss=0.720, mat=0.004, sens=1.435, deg=0.000]
Ep 056/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:33,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:32,  1.53s/it, loss=0.707, mat=0.003, sens=1.409, deg=0.000]
Ep 056/100 [S3:+sens]:  48%|▉ | 126/264 [03:11<03:30,  1.52s/it, loss=0.707, mat=0.003, sens=1.409, deg=0.000]
Ep 056/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  48%|▉ | 128/264 [03:14<03:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:26,  1.51s/it, loss=0.680, mat=0.002, sens=1.358, deg=0.000]
Ep 056/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:24,  1.51s/it, loss=0.680, mat=0.002, sens=1.358, deg=0.000]
Ep 056/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:24,  1.51s/it, loss=0.669, mat=0.003, sens=1.333, deg=0.000]
Ep 056/100 [S3:+sens]:  49%|▉ | 130/264 [03:17<03:22,  1.51s/it, loss=0.669, mat=0.003, sens=1.333, deg=0.000]
Ep 056/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:20,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:20,  1.51s/it, loss=0.659, mat=0.004, sens=1.311, deg=0.000]
Ep 056/100 [S3:+sens]:  50%|█ | 132/264 [03:20<03:19,  1.51s/it, loss=0.659, mat=0.004, sens=1.311, deg=0.000]
Ep 056/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:19,  1.51s/it, loss=0.713, mat=0.003, sens=1.421, deg=0.000]
Ep 056/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:17,  1.51s/it, loss=0.713, mat=0.003, sens=1.421, deg=0.000]
Ep 056/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:17,  1.51s/it, loss=0.743, mat=0.003, sens=1.481, deg=0.000]
Ep 056/100 [S3:+sens]:  51%|█ | 134/264 [03:23<03:15,  1.51s/it, loss=0.743, mat=0.003, sens=1.481, deg=0.000]
Ep 056/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:15,  1.51s/it, loss=0.705, mat=0.004, sens=1.406, deg=0.000]
Ep 056/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:14,  1.51s/it, loss=0.705, mat=0.004, sens=1.406, deg=0.000]
Ep 056/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:14,  1.51s/it, loss=0.746, mat=0.003, sens=1.485, deg=0.000]
Ep 056/100 [S3:+sens]:  52%|█ | 136/264 [03:26<03:12,  1.51s/it, loss=0.746, mat=0.003, sens=1.485, deg=0.000]
Ep 056/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:11,  1.51s/it, loss=0.852, mat=0.004, sens=1.691, deg=0.000]
Ep 056/100 [S3:+sens]:  52%|█ | 138/264 [03:29<03:09,  1.51s/it, loss=0.852, mat=0.004, sens=1.691, deg=0.000]
Ep 056/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:09,  1.51s/it, loss=0.989, mat=0.002, sens=1.502, deg=0.000]
Ep 056/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:08,  1.51s/it, loss=0.989, mat=0.002, sens=1.502, deg=0.000]
Ep 056/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:08,  1.51s/it, loss=0.712, mat=0.004, sens=1.417, deg=0.000]
Ep 056/100 [S3:+sens]:  53%|█ | 140/264 [03:32<03:06,  1.51s/it, loss=0.712, mat=0.004, sens=1.417, deg=0.000]
Ep 056/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:06,  1.51s/it, loss=0.715, mat=0.002, sens=1.427, deg=0.000]
Ep 056/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:05,  1.51s/it, loss=0.715, mat=0.002, sens=1.427, deg=0.000]
Ep 056/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:05,  1.51s/it, loss=0.703, mat=0.004, sens=1.397, deg=0.000]
Ep 056/100 [S3:+sens]:  54%|█ | 142/264 [03:35<03:04,  1.51s/it, loss=0.703, mat=0.004, sens=1.397, deg=0.000]
Ep 056/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:04,  1.51s/it, loss=0.630, mat=0.004, sens=1.253, deg=0.000]
Ep 056/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:07,  1.55s/it, loss=0.630, mat=0.004, sens=1.253, deg=0.000]
Ep 056/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:07,  1.55s/it, loss=0.656, mat=0.003, sens=1.306, deg=0.003]
Ep 056/100 [S3:+sens]:  55%|█ | 144/264 [03:38<03:04,  1.54s/it, loss=0.656, mat=0.003, sens=1.306, deg=0.003]
Ep 056/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:04,  1.54s/it, loss=0.650, mat=0.003, sens=1.294, deg=0.000]
Ep 056/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:02,  1.53s/it, loss=0.650, mat=0.003, sens=1.294, deg=0.000]
Ep 056/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  55%|█ | 146/264 [03:41<02:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  55%|█ | 146/264 [03:43<02:59,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  56%|█ | 147/264 [03:43<02:57,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:57,  1.52s/it, loss=0.642, mat=0.003, sens=1.280, deg=0.000]
Ep 056/100 [S3:+sens]:  56%|█ | 148/264 [03:44<02:55,  1.51s/it, loss=0.642, mat=0.003, sens=1.280, deg=0.000]
Ep 056/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:55,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  56%|█▏| 149/264 [03:46<02:53,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:53,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  57%|█▏| 150/264 [03:47<02:51,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:51,  1.51s/it, loss=0.602, mat=0.003, sens=1.198, deg=0.000]
Ep 056/100 [S3:+sens]:  57%|█▏| 151/264 [03:49<02:50,  1.51s/it, loss=0.602, mat=0.003, sens=1.198, deg=0.000]
Ep 056/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:50,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:48,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:48,  1.51s/it, loss=0.597, mat=0.003, sens=1.187, deg=0.006]
Ep 056/100 [S3:+sens]:  58%|█▏| 153/264 [03:52<02:47,  1.51s/it, loss=0.597, mat=0.003, sens=1.187, deg=0.006]
Ep 056/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:45,  1.51s/it, loss=0.585, mat=0.003, sens=1.149, deg=0.027]
Ep 056/100 [S3:+sens]:  59%|█▏| 155/264 [03:55<02:44,  1.51s/it, loss=0.585, mat=0.003, sens=1.149, deg=0.027]
Ep 056/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:44,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:42,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:42,  1.51s/it, loss=0.579, mat=0.004, sens=1.150, deg=0.001]
Ep 056/100 [S3:+sens]:  59%|█▏| 157/264 [03:58<02:43,  1.53s/it, loss=0.579, mat=0.004, sens=1.150, deg=0.001]
Ep 056/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:43,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:41,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:41,  1.53s/it, loss=0.487, mat=0.003, sens=0.969, deg=0.000]
Ep 056/100 [S3:+sens]:  60%|█▏| 159/264 [04:01<02:39,  1.52s/it, loss=0.487, mat=0.003, sens=0.969, deg=0.000]
Ep 056/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:39,  1.52s/it, loss=0.569, mat=0.002, sens=1.131, deg=0.000]
Ep 056/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:37,  1.52s/it, loss=0.569, mat=0.002, sens=1.131, deg=0.000]
Ep 056/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:37,  1.52s/it, loss=0.559, mat=0.002, sens=1.113, deg=0.002]
Ep 056/100 [S3:+sens]:  61%|█▏| 161/264 [04:04<02:35,  1.51s/it, loss=0.559, mat=0.002, sens=1.113, deg=0.002]
Ep 056/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:34,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  62%|█▏| 163/264 [04:07<02:32,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:30,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  62%|█▎| 165/264 [04:10<02:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:29,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:27,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  63%|█▎| 167/264 [04:13<02:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:26,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.004]
Ep 056/100 [S3:+sens]:  64%|█▎| 169/264 [04:16<02:26,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.004]
Ep 056/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:26,  1.54s/it, loss=0.534, mat=0.001, sens=1.065, deg=0.000]
Ep 056/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:23,  1.53s/it, loss=0.534, mat=0.001, sens=1.065, deg=0.000]
Ep 056/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:23,  1.53s/it, loss=0.578, mat=0.002, sens=1.153, deg=0.000]
Ep 056/100 [S3:+sens]:  65%|█▎| 171/264 [04:19<02:21,  1.52s/it, loss=0.578, mat=0.002, sens=1.153, deg=0.000]
Ep 056/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:21,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  65%|█▎| 172/264 [04:21<02:19,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:19,  1.52s/it, loss=0.536, mat=0.004, sens=1.068, deg=0.001]
Ep 056/100 [S3:+sens]:  66%|█▎| 173/264 [04:22<02:17,  1.52s/it, loss=0.536, mat=0.004, sens=1.068, deg=0.001]
Ep 056/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:17,  1.52s/it, loss=0.569, mat=0.002, sens=1.134, deg=0.003]
Ep 056/100 [S3:+sens]:  66%|█▎| 174/264 [04:24<02:16,  1.51s/it, loss=0.569, mat=0.002, sens=1.134, deg=0.003]
Ep 056/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:16,  1.51s/it, loss=0.602, mat=0.003, sens=1.201, deg=0.000]
Ep 056/100 [S3:+sens]:  66%|█▎| 175/264 [04:25<02:14,  1.51s/it, loss=0.602, mat=0.003, sens=1.201, deg=0.000]
Ep 056/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:14,  1.51s/it, loss=0.605, mat=0.003, sens=1.207, deg=0.000]
Ep 056/100 [S3:+sens]:  67%|█▎| 176/264 [04:27<02:12,  1.51s/it, loss=0.605, mat=0.003, sens=1.207, deg=0.000]
Ep 056/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  67%|█▎| 177/264 [04:28<02:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  67%|█▎| 178/264 [04:30<02:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  68%|█▎| 179/264 [04:31<02:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  68%|█▎| 180/264 [04:33<02:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  69%|█▎| 181/264 [04:34<02:04,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:04,  1.50s/it, loss=0.598, mat=0.004, sens=1.192, deg=0.000]
Ep 056/100 [S3:+sens]:  69%|█▍| 182/264 [04:36<02:03,  1.50s/it, loss=0.598, mat=0.004, sens=1.192, deg=0.000]
Ep 056/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:03,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  69%|█▍| 183/264 [04:37<02:01,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:01,  1.50s/it, loss=0.564, mat=0.004, sens=1.123, deg=0.000]
Ep 056/100 [S3:+sens]:  70%|█▍| 184/264 [04:39<02:00,  1.50s/it, loss=0.564, mat=0.004, sens=1.123, deg=0.000]
Ep 056/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:00,  1.50s/it, loss=0.565, mat=0.002, sens=1.128, deg=0.000]
Ep 056/100 [S3:+sens]:  70%|█▍| 185/264 [04:40<01:58,  1.50s/it, loss=0.565, mat=0.002, sens=1.128, deg=0.000]
Ep 056/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<01:58,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  70%|█▍| 186/264 [04:42<01:57,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:57,  1.50s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  71%|█▍| 187/264 [04:43<01:57,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:57,  1.52s/it, loss=0.516, mat=0.002, sens=1.027, deg=0.000]
Ep 056/100 [S3:+sens]:  71%|█▍| 188/264 [04:45<01:55,  1.52s/it, loss=0.516, mat=0.002, sens=1.027, deg=0.000]
Ep 056/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:55,  1.52s/it, loss=0.513, mat=0.004, sens=1.018, deg=0.000]
Ep 056/100 [S3:+sens]:  72%|█▍| 189/264 [04:46<01:53,  1.51s/it, loss=0.513, mat=0.004, sens=1.018, deg=0.000]
Ep 056/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  72%|█▍| 190/264 [04:48<01:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  72%|█▍| 191/264 [04:49<01:50,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  73%|█▍| 192/264 [04:51<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:49,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  73%|█▍| 193/264 [04:53<01:48,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  73%|█▍| 193/264 [04:54<01:48,  1.52s/it, loss=0.515, mat=0.003, sens=1.026, deg=0.000]
Ep 056/100 [S3:+sens]:  73%|█▍| 194/264 [04:54<01:46,  1.52s/it, loss=0.515, mat=0.003, sens=1.026, deg=0.000]
Ep 056/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:46,  1.52s/it, loss=0.477, mat=0.004, sens=0.945, deg=0.000]
Ep 056/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:44,  1.51s/it, loss=0.477, mat=0.004, sens=0.945, deg=0.000]
Ep 056/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  74%|█▍| 196/264 [04:57<01:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:42,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  75%|█▍| 197/264 [04:59<01:41,  1.51s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  75%|█▌| 198/264 [05:00<01:39,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  75%|█▌| 199/264 [05:02<01:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:37,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  76%|█▌| 200/264 [05:03<01:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:36,  1.51s/it, loss=0.446, mat=0.003, sens=0.886, deg=0.000]
Ep 056/100 [S3:+sens]:  76%|█▌| 201/264 [05:05<01:35,  1.51s/it, loss=0.446, mat=0.003, sens=0.886, deg=0.000]
Ep 056/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  77%|█▌| 202/264 [05:06<01:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:35,  1.53s/it, loss=0.547, mat=0.004, sens=1.090, deg=0.000]
Ep 056/100 [S3:+sens]:  77%|█▌| 203/264 [05:08<01:33,  1.52s/it, loss=0.547, mat=0.004, sens=1.090, deg=0.000]
Ep 056/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:33,  1.52s/it, loss=0.515, mat=0.006, sens=1.024, deg=0.000]
Ep 056/100 [S3:+sens]:  77%|█▌| 204/264 [05:09<01:31,  1.52s/it, loss=0.515, mat=0.006, sens=1.024, deg=0.000]
Ep 056/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:31,  1.52s/it, loss=0.555, mat=0.002, sens=1.100, deg=0.000]
Ep 056/100 [S3:+sens]:  78%|█▌| 205/264 [05:11<01:29,  1.52s/it, loss=0.555, mat=0.002, sens=1.100, deg=0.000]
Ep 056/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:29,  1.52s/it, loss=0.723, mat=0.004, sens=1.437, deg=0.000]
Ep 056/100 [S3:+sens]:  78%|█▌| 206/264 [05:12<01:27,  1.52s/it, loss=0.723, mat=0.004, sens=1.437, deg=0.000]
Ep 056/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:27,  1.52s/it, loss=0.652, mat=0.003, sens=1.298, deg=0.000]
Ep 056/100 [S3:+sens]:  78%|█▌| 207/264 [05:14<01:26,  1.51s/it, loss=0.652, mat=0.003, sens=1.298, deg=0.000]
Ep 056/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:26,  1.51s/it, loss=0.581, mat=0.004, sens=1.155, deg=0.000]
Ep 056/100 [S3:+sens]:  79%|█▌| 208/264 [05:15<01:24,  1.51s/it, loss=0.581, mat=0.004, sens=1.155, deg=0.000]
Ep 056/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:24,  1.51s/it, loss=0.670, mat=0.003, sens=1.335, deg=0.000]
Ep 056/100 [S3:+sens]:  79%|█▌| 209/264 [05:17<01:23,  1.51s/it, loss=0.670, mat=0.003, sens=1.335, deg=0.000]
Ep 056/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.51s/it, loss=0.675, mat=0.004, sens=1.343, deg=0.000]
Ep 056/100 [S3:+sens]:  80%|█▌| 210/264 [05:18<01:21,  1.51s/it, loss=0.675, mat=0.004, sens=1.343, deg=0.000]
Ep 056/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:21,  1.51s/it, loss=0.573, mat=0.003, sens=1.142, deg=0.000]
Ep 056/100 [S3:+sens]:  80%|█▌| 211/264 [05:20<01:19,  1.51s/it, loss=0.573, mat=0.003, sens=1.142, deg=0.000]
Ep 056/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:19,  1.51s/it, loss=0.636, mat=0.002, sens=1.266, deg=0.000]
Ep 056/100 [S3:+sens]:  80%|█▌| 212/264 [05:21<01:18,  1.51s/it, loss=0.636, mat=0.002, sens=1.266, deg=0.000]
Ep 056/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:18,  1.51s/it, loss=0.617, mat=0.002, sens=1.230, deg=0.000]
Ep 056/100 [S3:+sens]:  81%|█▌| 213/264 [05:23<01:16,  1.51s/it, loss=0.617, mat=0.002, sens=1.230, deg=0.000]
Ep 056/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:16,  1.51s/it, loss=0.548, mat=0.003, sens=1.091, deg=0.002]
Ep 056/100 [S3:+sens]:  81%|█▌| 214/264 [05:24<01:16,  1.53s/it, loss=0.548, mat=0.003, sens=1.091, deg=0.002]
Ep 056/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  81%|█▋| 215/264 [05:26<01:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:14,  1.52s/it, loss=0.587, mat=0.004, sens=1.170, deg=0.000]
Ep 056/100 [S3:+sens]:  82%|█▋| 216/264 [05:27<01:13,  1.53s/it, loss=0.587, mat=0.004, sens=1.170, deg=0.000]
Ep 056/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:13,  1.53s/it, loss=0.602, mat=0.005, sens=1.196, deg=0.000]
Ep 056/100 [S3:+sens]:  82%|█▋| 217/264 [05:29<01:11,  1.52s/it, loss=0.602, mat=0.005, sens=1.196, deg=0.000]
Ep 056/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:11,  1.52s/it, loss=0.623, mat=0.003, sens=1.241, deg=0.000]
Ep 056/100 [S3:+sens]:  83%|█▋| 218/264 [05:30<01:09,  1.52s/it, loss=0.623, mat=0.003, sens=1.241, deg=0.000]
Ep 056/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:09,  1.52s/it, loss=0.574, mat=0.001, sens=1.145, deg=0.000]
Ep 056/100 [S3:+sens]:  83%|█▋| 219/264 [05:32<01:08,  1.51s/it, loss=0.574, mat=0.001, sens=1.145, deg=0.000]
Ep 056/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  83%|█▋| 220/264 [05:33<01:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:06,  1.51s/it, loss=0.606, mat=0.003, sens=1.209, deg=0.000]
Ep 056/100 [S3:+sens]:  84%|█▋| 221/264 [05:35<01:04,  1.51s/it, loss=0.606, mat=0.003, sens=1.209, deg=0.000]
Ep 056/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  84%|█▋| 222/264 [05:36<01:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:03,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  84%|█▋| 223/264 [05:38<01:01,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:01,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  85%|█▋| 224/264 [05:39<01:00,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  85%|█▋| 225/264 [05:41<00:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:58,  1.51s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  86%|█▋| 226/264 [05:42<00:57,  1.51s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  86%|█▋| 227/264 [05:44<00:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:55,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  86%|█▋| 228/264 [05:45<00:54,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:54,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  87%|█▋| 229/264 [05:47<00:52,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:52,  1.50s/it, loss=0.562, mat=0.003, sens=1.120, deg=0.000]
Ep 056/100 [S3:+sens]:  87%|█▋| 230/264 [05:48<00:51,  1.50s/it, loss=0.562, mat=0.003, sens=1.120, deg=0.000]
Ep 056/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  88%|█▊| 231/264 [05:50<00:49,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  88%|█▊| 231/264 [05:51<00:49,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  88%|█▊| 232/264 [05:51<00:47,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:47,  1.50s/it, loss=0.711, mat=0.003, sens=1.415, deg=0.000]
Ep 056/100 [S3:+sens]:  88%|█▊| 233/264 [05:53<00:47,  1.52s/it, loss=0.711, mat=0.003, sens=1.415, deg=0.000]
Ep 056/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:47,  1.52s/it, loss=0.575, mat=0.005, sens=1.142, deg=0.000]
Ep 056/100 [S3:+sens]:  89%|█▊| 234/264 [05:55<00:45,  1.52s/it, loss=0.575, mat=0.005, sens=1.142, deg=0.000]
Ep 056/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  89%|█▊| 235/264 [05:56<00:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:43,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  89%|█▊| 236/264 [05:58<00:42,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.51s/it, loss=0.587, mat=0.004, sens=1.170, deg=0.000]
Ep 056/100 [S3:+sens]:  90%|█▊| 237/264 [05:59<00:40,  1.51s/it, loss=0.587, mat=0.004, sens=1.170, deg=0.000]
Ep 056/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:40,  1.51s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  90%|█▊| 238/264 [06:01<00:39,  1.50s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.50s/it, loss=0.503, mat=0.003, sens=1.000, deg=0.001]
Ep 056/100 [S3:+sens]:  91%|█▊| 239/264 [06:02<00:37,  1.50s/it, loss=0.503, mat=0.003, sens=1.000, deg=0.001]
Ep 056/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:37,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  91%|█▊| 240/264 [06:04<00:36,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.50s/it, loss=0.619, mat=0.004, sens=1.224, deg=0.015]
Ep 056/100 [S3:+sens]:  91%|█▊| 241/264 [06:05<00:34,  1.51s/it, loss=0.619, mat=0.004, sens=1.224, deg=0.015]
Ep 056/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:34,  1.51s/it, loss=0.579, mat=0.003, sens=1.153, deg=0.000]
Ep 056/100 [S3:+sens]:  92%|█▊| 242/264 [06:07<00:33,  1.52s/it, loss=0.579, mat=0.003, sens=1.153, deg=0.000]
Ep 056/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.553, mat=0.004, sens=1.100, deg=0.000]
Ep 056/100 [S3:+sens]:  92%|█▊| 243/264 [06:08<00:31,  1.51s/it, loss=0.553, mat=0.004, sens=1.100, deg=0.000]
Ep 056/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  92%|█▊| 244/264 [06:10<00:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  93%|█▊| 245/264 [06:11<00:28,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 056/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.003]
Ep 056/100 [S3:+sens]:  93%|█▊| 246/264 [06:13<00:27,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.003]
Ep 056/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  94%|█▊| 247/264 [06:14<00:26,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:26,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  94%|█▉| 248/264 [06:16<00:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.640, mat=0.004, sens=1.274, deg=0.002]
Ep 056/100 [S3:+sens]:  94%|█▉| 249/264 [06:17<00:22,  1.52s/it, loss=0.640, mat=0.004, sens=1.274, deg=0.002]
Ep 056/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.690, mat=0.005, sens=1.370, deg=0.004]
Ep 056/100 [S3:+sens]:  95%|█▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.690, mat=0.005, sens=1.370, deg=0.004]
Ep 056/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.661, mat=0.002, sens=1.317, deg=0.000]
Ep 056/100 [S3:+sens]:  95%|█▉| 251/264 [06:20<00:19,  1.51s/it, loss=0.661, mat=0.002, sens=1.317, deg=0.000]
Ep 056/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.676, mat=0.003, sens=1.345, deg=0.004]
Ep 056/100 [S3:+sens]:  95%|█▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.676, mat=0.003, sens=1.345, deg=0.004]
Ep 056/100 [S3:+sens]:  95%|█▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.640, mat=0.003, sens=1.270, deg=0.000]
Ep 056/100 [S3:+sens]:  96%|█▉| 253/264 [06:23<00:16,  1.51s/it, loss=0.640, mat=0.003, sens=1.270, deg=0.000]
Ep 056/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.649, mat=0.005, sens=1.283, deg=0.012]
Ep 056/100 [S3:+sens]:  96%|█▉| 254/264 [06:25<00:15,  1.51s/it, loss=0.649, mat=0.005, sens=1.283, deg=0.012]
Ep 056/100 [S3:+sens]:  96%|█▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.605, mat=0.003, sens=1.205, deg=0.000]
Ep 056/100 [S3:+sens]:  97%|█▉| 255/264 [06:26<00:13,  1.51s/it, loss=0.605, mat=0.003, sens=1.205, deg=0.000]
Ep 056/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002]
Ep 056/100 [S3:+sens]:  97%|█▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002]
Ep 056/100 [S3:+sens]:  97%|█▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.522, mat=0.003, sens=1.040, deg=0.000]
Ep 056/100 [S3:+sens]:  97%|█▉| 257/264 [06:29<00:10,  1.51s/it, loss=0.522, mat=0.003, sens=1.040, deg=0.000]
Ep 056/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  98%|█▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  98%|█▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.602, mat=0.003, sens=1.190, deg=0.000]
Ep 056/100 [S3:+sens]:  98%|█▉| 259/264 [06:32<00:07,  1.53s/it, loss=0.602, mat=0.003, sens=1.190, deg=0.000]
Ep 056/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.53s/it, loss=0.503, mat=0.004, sens=1.002, deg=0.000]
Ep 056/100 [S3:+sens]:  98%|█▉| 260/264 [06:34<00:06,  1.52s/it, loss=0.503, mat=0.004, sens=1.002, deg=0.000]
Ep 056/100 [S3:+sens]:  98%|█▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  99%|█▉| 261/264 [06:35<00:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  99%|█▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]:  99%|█▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]: 100%|█▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 056/100 [S3:+sens]: 100%|██| 264/264 [06:40<00:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 056/100 [S3:+sens]  loss=0.3479  mat=0.0032  sens=0.6882  deg=0.0006  orth=0.0020  α=0.5 β=0.5 γ=0.3  400s

Ep 057/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 057/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.600, mat=0.003, sens=1.181, deg=0.024]
Ep 057/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:30,  2.17s/it, loss=0.600, mat=0.003, sens=1.181, deg=0.024]
Ep 057/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:30,  2.17s/it, loss=0.603, mat=0.003, sens=1.199, deg=0.000]
Ep 057/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:46,  1.78s/it, loss=0.603, mat=0.003, sens=1.199, deg=0.000]
Ep 057/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:46,  1.78s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:13,  1.66s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:13,  1.66s/it, loss=0.570, mat=0.002, sens=1.136, deg=0.000]
Ep 057/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:55,  1.60s/it, loss=0.570, mat=0.002, sens=1.136, deg=0.000]
Ep 057/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:55,  1.60s/it, loss=0.577, mat=0.003, sens=1.148, deg=0.000]
Ep 057/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:44,  1.56s/it, loss=0.577, mat=0.003, sens=1.148, deg=0.000]
Ep 057/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:44,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:38,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:38,  1.54s/it, loss=0.607, mat=0.003, sens=1.211, deg=0.000]
Ep 057/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:32,  1.53s/it, loss=0.607, mat=0.003, sens=1.211, deg=0.000]
Ep 057/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:32,  1.53s/it, loss=0.677, mat=0.004, sens=1.348, deg=0.000]
Ep 057/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:29,  1.52s/it, loss=0.677, mat=0.004, sens=1.348, deg=0.000]
Ep 057/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:29,  1.52s/it, loss=0.615, mat=0.002, sens=1.225, deg=0.000]
Ep 057/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:35,  1.55s/it, loss=0.615, mat=0.002, sens=1.225, deg=0.000]
Ep 057/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:35,  1.55s/it, loss=0.592, mat=0.003, sens=1.162, deg=0.028]
Ep 057/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:30,  1.54s/it, loss=0.592, mat=0.003, sens=1.162, deg=0.028]
Ep 057/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:30,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:26,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:26,  1.53s/it, loss=0.547, mat=0.003, sens=1.090, deg=0.000]
Ep 057/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:23,  1.52s/it, loss=0.547, mat=0.003, sens=1.090, deg=0.000]
Ep 057/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:23,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:19,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:19,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:17,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:17,  1.51s/it, loss=0.555, mat=0.002, sens=1.105, deg=0.000]
Ep 057/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:15,  1.51s/it, loss=0.555, mat=0.002, sens=1.105, deg=0.000]
Ep 057/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:15,  1.51s/it, loss=0.629, mat=0.002, sens=1.254, deg=0.000]
Ep 057/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:13,  1.51s/it, loss=0.629, mat=0.002, sens=1.254, deg=0.000]
Ep 057/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:13,  1.51s/it, loss=0.640, mat=0.003, sens=1.276, deg=0.000]
Ep 057/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:12,  1.51s/it, loss=0.640, mat=0.003, sens=1.276, deg=0.000]
Ep 057/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:10,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:10,  1.50s/it, loss=0.541, mat=0.002, sens=1.067, deg=0.000]
Ep 057/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:08,  1.50s/it, loss=0.541, mat=0.002, sens=1.067, deg=0.000]
Ep 057/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:08,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:06,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:06,  1.50s/it, loss=0.678, mat=0.005, sens=1.350, deg=0.000]
Ep 057/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:05,  1.50s/it, loss=0.678, mat=0.005, sens=1.350, deg=0.000]
Ep 057/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:05,  1.50s/it, loss=0.654, mat=0.003, sens=1.300, deg=0.000]
Ep 057/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:04,  1.50s/it, loss=0.654, mat=0.003, sens=1.300, deg=0.000]
Ep 057/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:04,  1.50s/it, loss=0.620, mat=0.003, sens=1.237, deg=0.000]
Ep 057/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:02,  1.50s/it, loss=0.620, mat=0.003, sens=1.237, deg=0.000]
Ep 057/100 [S3:+sens]:   9%|▎  | 23/264 [00:36<06:02,  1.50s/it, loss=0.584, mat=0.003, sens=1.164, deg=0.000]
Ep 057/100 [S3:+sens]:   9%|▎  | 24/264 [00:36<06:00,  1.50s/it, loss=0.584, mat=0.003, sens=1.164, deg=0.000]
Ep 057/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:00,  1.50s/it, loss=0.598, mat=0.004, sens=1.189, deg=0.000]
Ep 057/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:03,  1.52s/it, loss=0.598, mat=0.004, sens=1.189, deg=0.000]
Ep 057/100 [S3:+sens]:   9%|▎  | 25/264 [00:39<06:03,  1.52s/it, loss=0.629, mat=0.003, sens=1.254, deg=0.000]
Ep 057/100 [S3:+sens]:  10%|▎  | 26/264 [00:39<06:01,  1.52s/it, loss=0.629, mat=0.003, sens=1.254, deg=0.000]
Ep 057/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:01,  1.52s/it, loss=0.582, mat=0.002, sens=1.161, deg=0.000]
Ep 057/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:04,  1.54s/it, loss=0.582, mat=0.002, sens=1.161, deg=0.000]
Ep 057/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:04,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<06:01,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<06:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:58,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:58,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:55,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:55,  1.52s/it, loss=0.621, mat=0.003, sens=1.237, deg=0.000]
Ep 057/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:52,  1.52s/it, loss=0.621, mat=0.003, sens=1.237, deg=0.000]
Ep 057/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:52,  1.52s/it, loss=0.602, mat=0.003, sens=1.200, deg=0.000]
Ep 057/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:50,  1.51s/it, loss=0.602, mat=0.003, sens=1.200, deg=0.000]
Ep 057/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:48,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:47,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:47,  1.51s/it, loss=0.657, mat=0.004, sens=1.310, deg=0.000]
Ep 057/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:45,  1.51s/it, loss=0.657, mat=0.004, sens=1.310, deg=0.000]
Ep 057/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:43,  1.51s/it, loss=0.636, mat=0.004, sens=1.263, deg=0.000]
Ep 057/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:41,  1.51s/it, loss=0.636, mat=0.004, sens=1.263, deg=0.000]
Ep 057/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:40,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:40,  1.51s/it, loss=0.532, mat=0.004, sens=1.060, deg=0.000]
Ep 057/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:38,  1.51s/it, loss=0.532, mat=0.004, sens=1.060, deg=0.000]
Ep 057/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:38,  1.51s/it, loss=0.610, mat=0.003, sens=1.214, deg=0.000]
Ep 057/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:37,  1.51s/it, loss=0.610, mat=0.003, sens=1.214, deg=0.000]
Ep 057/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:37,  1.51s/it, loss=0.573, mat=0.003, sens=1.143, deg=0.000]
Ep 057/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:36,  1.51s/it, loss=0.573, mat=0.003, sens=1.143, deg=0.000]
Ep 057/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:36,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:39,  1.53s/it, loss=0.699, mat=0.004, sens=1.390, deg=0.001]
Ep 057/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:37,  1.53s/it, loss=0.699, mat=0.004, sens=1.390, deg=0.001]
Ep 057/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:37,  1.53s/it, loss=0.620, mat=0.003, sens=1.229, deg=0.000]
Ep 057/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:34,  1.52s/it, loss=0.620, mat=0.003, sens=1.229, deg=0.000]
Ep 057/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:34,  1.52s/it, loss=0.545, mat=0.002, sens=1.086, deg=0.000]
Ep 057/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:31,  1.52s/it, loss=0.545, mat=0.002, sens=1.086, deg=0.000]
Ep 057/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:31,  1.52s/it, loss=0.587, mat=0.003, sens=1.170, deg=0.000]
Ep 057/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:30,  1.51s/it, loss=0.587, mat=0.003, sens=1.170, deg=0.000]
Ep 057/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:30,  1.51s/it, loss=0.680, mat=0.004, sens=1.351, deg=0.000]
Ep 057/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:27,  1.51s/it, loss=0.680, mat=0.004, sens=1.351, deg=0.000]
Ep 057/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:25,  1.51s/it, loss=0.566, mat=0.002, sens=1.128, deg=0.000]
Ep 057/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:26,  1.52s/it, loss=0.566, mat=0.002, sens=1.128, deg=0.000]
Ep 057/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:26,  1.52s/it, loss=0.556, mat=0.002, sens=1.109, deg=0.000]
Ep 057/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:25,  1.52s/it, loss=0.556, mat=0.002, sens=1.109, deg=0.000]
Ep 057/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:25,  1.52s/it, loss=0.690, mat=0.003, sens=1.372, deg=0.000]
Ep 057/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:22,  1.52s/it, loss=0.690, mat=0.003, sens=1.372, deg=0.000]
Ep 057/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:22,  1.52s/it, loss=0.613, mat=0.003, sens=1.217, deg=0.000]
Ep 057/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:20,  1.51s/it, loss=0.613, mat=0.003, sens=1.217, deg=0.000]
Ep 057/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:20,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  20%|▌  | 53/264 [01:20<05:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:18,  1.51s/it, loss=0.627, mat=0.003, sens=1.249, deg=0.000]
Ep 057/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:22,  1.53s/it, loss=0.627, mat=0.003, sens=1.249, deg=0.000]
Ep 057/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:22,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  21%|▋  | 55/264 [01:23<05:18,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:18,  1.53s/it, loss=0.586, mat=0.002, sens=1.169, deg=0.000]
Ep 057/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:15,  1.52s/it, loss=0.586, mat=0.002, sens=1.169, deg=0.000]
Ep 057/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:15,  1.52s/it, loss=0.664, mat=0.003, sens=1.323, deg=0.000]
Ep 057/100 [S3:+sens]:  22%|▋  | 57/264 [01:26<05:13,  1.52s/it, loss=0.664, mat=0.003, sens=1.323, deg=0.000]
Ep 057/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:13,  1.52s/it, loss=0.552, mat=0.003, sens=1.100, deg=0.000]
Ep 057/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:11,  1.51s/it, loss=0.552, mat=0.003, sens=1.100, deg=0.000]
Ep 057/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:11,  1.51s/it, loss=0.575, mat=0.004, sens=1.144, deg=0.000]
Ep 057/100 [S3:+sens]:  22%|▋  | 59/264 [01:29<05:09,  1.51s/it, loss=0.575, mat=0.004, sens=1.144, deg=0.000]
Ep 057/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:09,  1.51s/it, loss=0.576, mat=0.004, sens=1.148, deg=0.000]
Ep 057/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:07,  1.51s/it, loss=0.576, mat=0.004, sens=1.148, deg=0.000]
Ep 057/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:07,  1.51s/it, loss=0.557, mat=0.002, sens=1.111, deg=0.000]
Ep 057/100 [S3:+sens]:  23%|▋  | 61/264 [01:32<05:06,  1.51s/it, loss=0.557, mat=0.002, sens=1.111, deg=0.000]
Ep 057/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:06,  1.51s/it, loss=0.541, mat=0.002, sens=1.079, deg=0.000]
Ep 057/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:05,  1.51s/it, loss=0.541, mat=0.002, sens=1.079, deg=0.000]
Ep 057/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  24%|▋  | 63/264 [01:35<05:03,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:03,  1.51s/it, loss=0.614, mat=0.003, sens=1.224, deg=0.000]
Ep 057/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:01,  1.51s/it, loss=0.614, mat=0.003, sens=1.224, deg=0.000]
Ep 057/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:01,  1.51s/it, loss=0.600, mat=0.003, sens=1.196, deg=0.000]
Ep 057/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:00,  1.51s/it, loss=0.600, mat=0.003, sens=1.196, deg=0.000]
Ep 057/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:00,  1.51s/it, loss=0.574, mat=0.005, sens=1.141, deg=0.000]
Ep 057/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<04:59,  1.51s/it, loss=0.574, mat=0.005, sens=1.141, deg=0.000]
Ep 057/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<04:59,  1.51s/it, loss=0.612, mat=0.004, sens=1.219, deg=0.000]
Ep 057/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:57,  1.51s/it, loss=0.612, mat=0.004, sens=1.219, deg=0.000]
Ep 057/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:57,  1.51s/it, loss=0.569, mat=0.003, sens=1.131, deg=0.000]
Ep 057/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:55,  1.51s/it, loss=0.569, mat=0.003, sens=1.131, deg=0.000]
Ep 057/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:54,  1.51s/it, loss=0.636, mat=0.003, sens=1.268, deg=0.000]
Ep 057/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:52,  1.51s/it, loss=0.636, mat=0.003, sens=1.268, deg=0.000]
Ep 057/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:52,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:52,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:52,  1.54s/it, loss=0.608, mat=0.004, sens=1.206, deg=0.000]
Ep 057/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:49,  1.53s/it, loss=0.608, mat=0.004, sens=1.206, deg=0.000]
Ep 057/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:49,  1.53s/it, loss=0.698, mat=0.003, sens=1.390, deg=0.000]
Ep 057/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:47,  1.53s/it, loss=0.698, mat=0.003, sens=1.390, deg=0.000]
Ep 057/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:47,  1.53s/it, loss=0.611, mat=0.003, sens=1.216, deg=0.000]
Ep 057/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:44,  1.52s/it, loss=0.611, mat=0.003, sens=1.216, deg=0.000]
Ep 057/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:44,  1.52s/it, loss=0.687, mat=0.004, sens=1.370, deg=0.000]
Ep 057/100 [S3:+sens]:  30%|▉  | 78/264 [01:58<04:42,  1.52s/it, loss=0.687, mat=0.004, sens=1.370, deg=0.000]
Ep 057/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:42,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:40,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:40,  1.51s/it, loss=0.704, mat=0.003, sens=1.404, deg=0.000]
Ep 057/100 [S3:+sens]:  30%|▉  | 80/264 [02:01<04:38,  1.51s/it, loss=0.704, mat=0.003, sens=1.404, deg=0.000]
Ep 057/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:38,  1.51s/it, loss=0.728, mat=0.003, sens=1.439, deg=0.000]
Ep 057/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:36,  1.51s/it, loss=0.728, mat=0.003, sens=1.439, deg=0.000]
Ep 057/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:36,  1.51s/it, loss=0.677, mat=0.003, sens=1.347, deg=0.000]
Ep 057/100 [S3:+sens]:  31%|▉  | 82/264 [02:04<04:35,  1.51s/it, loss=0.677, mat=0.003, sens=1.347, deg=0.000]
Ep 057/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:35,  1.51s/it, loss=0.650, mat=0.003, sens=1.293, deg=0.000]
Ep 057/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:33,  1.51s/it, loss=0.650, mat=0.003, sens=1.293, deg=0.000]
Ep 057/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:33,  1.51s/it, loss=0.835, mat=0.002, sens=1.666, deg=0.000]
Ep 057/100 [S3:+sens]:  32%|▉  | 84/264 [02:07<04:32,  1.51s/it, loss=0.835, mat=0.002, sens=1.666, deg=0.000]
Ep 057/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:32,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:30,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:30,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  33%|▉  | 86/264 [02:10<04:28,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:28,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:31,  1.53s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:31,  1.53s/it, loss=0.766, mat=0.003, sens=1.527, deg=0.000]
Ep 057/100 [S3:+sens]:  33%|█  | 88/264 [02:13<04:28,  1.52s/it, loss=0.766, mat=0.003, sens=1.527, deg=0.000]
Ep 057/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:25,  1.52s/it, loss=0.624, mat=0.002, sens=1.244, deg=0.000]
Ep 057/100 [S3:+sens]:  34%|█  | 90/264 [02:16<04:23,  1.51s/it, loss=0.624, mat=0.002, sens=1.244, deg=0.000]
Ep 057/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:23,  1.51s/it, loss=0.715, mat=0.003, sens=1.425, deg=0.000]
Ep 057/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:21,  1.51s/it, loss=0.715, mat=0.003, sens=1.425, deg=0.000]
Ep 057/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:21,  1.51s/it, loss=0.578, mat=0.004, sens=1.151, deg=0.000]
Ep 057/100 [S3:+sens]:  35%|█  | 92/264 [02:19<04:20,  1.51s/it, loss=0.578, mat=0.004, sens=1.151, deg=0.000]
Ep 057/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:20,  1.51s/it, loss=0.464, mat=0.002, sens=0.926, deg=0.000]
Ep 057/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:18,  1.51s/it, loss=0.464, mat=0.002, sens=0.926, deg=0.000]
Ep 057/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:18,  1.51s/it, loss=0.662, mat=0.002, sens=1.320, deg=0.000]
Ep 057/100 [S3:+sens]:  36%|█  | 94/264 [02:22<04:16,  1.51s/it, loss=0.662, mat=0.002, sens=1.320, deg=0.000]
Ep 057/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:16,  1.51s/it, loss=0.720, mat=0.003, sens=1.434, deg=0.000]
Ep 057/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:14,  1.51s/it, loss=0.720, mat=0.003, sens=1.434, deg=0.000]
Ep 057/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:14,  1.51s/it, loss=0.696, mat=0.004, sens=1.384, deg=0.000]
Ep 057/100 [S3:+sens]:  36%|█  | 96/264 [02:25<04:13,  1.51s/it, loss=0.696, mat=0.004, sens=1.384, deg=0.000]
Ep 057/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:11,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:11,  1.51s/it, loss=0.623, mat=0.003, sens=1.239, deg=0.000]
Ep 057/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:12,  1.52s/it, loss=0.623, mat=0.003, sens=1.239, deg=0.000]
Ep 057/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:15,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:15,  1.55s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:11,  1.53s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:11,  1.53s/it, loss=0.606, mat=0.004, sens=1.194, deg=0.000]
Ep 057/100 [S3:+sens]:  38%|▊ | 101/264 [02:33<04:08,  1.53s/it, loss=0.606, mat=0.004, sens=1.194, deg=0.000]
Ep 057/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:08,  1.53s/it, loss=0.477, mat=0.004, sens=0.949, deg=0.000]
Ep 057/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:06,  1.52s/it, loss=0.477, mat=0.004, sens=0.949, deg=0.000]
Ep 057/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:06,  1.52s/it, loss=0.657, mat=0.004, sens=1.309, deg=0.000]
Ep 057/100 [S3:+sens]:  39%|▊ | 103/264 [02:36<04:04,  1.52s/it, loss=0.657, mat=0.004, sens=1.309, deg=0.000]
Ep 057/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:04,  1.52s/it, loss=0.560, mat=0.002, sens=1.115, deg=0.000]
Ep 057/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:02,  1.51s/it, loss=0.560, mat=0.002, sens=1.115, deg=0.000]
Ep 057/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:02,  1.51s/it, loss=0.681, mat=0.003, sens=1.356, deg=0.000]
Ep 057/100 [S3:+sens]:  40%|▊ | 105/264 [02:39<04:00,  1.51s/it, loss=0.681, mat=0.003, sens=1.356, deg=0.000]
Ep 057/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:00,  1.51s/it, loss=0.686, mat=0.004, sens=1.360, deg=0.000]
Ep 057/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<03:58,  1.51s/it, loss=0.686, mat=0.004, sens=1.360, deg=0.000]
Ep 057/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<03:58,  1.51s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  41%|▊ | 107/264 [02:42<03:56,  1.51s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:56,  1.51s/it, loss=0.599, mat=0.003, sens=1.178, deg=0.000]
Ep 057/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:55,  1.51s/it, loss=0.599, mat=0.003, sens=1.178, deg=0.000]
Ep 057/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:55,  1.51s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  41%|▊ | 109/264 [02:45<03:53,  1.51s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:53,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:51,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:51,  1.51s/it, loss=0.685, mat=0.002, sens=1.363, deg=0.000]
Ep 057/100 [S3:+sens]:  42%|▊ | 111/264 [02:48<03:50,  1.51s/it, loss=0.685, mat=0.002, sens=1.363, deg=0.000]
Ep 057/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:50,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:49,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:49,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  43%|▊ | 113/264 [02:51<03:47,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:47,  1.51s/it, loss=0.513, mat=0.002, sens=1.017, deg=0.000]
Ep 057/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:46,  1.51s/it, loss=0.513, mat=0.002, sens=1.017, deg=0.000]
Ep 057/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:46,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  44%|▊ | 115/264 [02:54<03:44,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:44,  1.51s/it, loss=0.628, mat=0.004, sens=1.242, deg=0.000]
Ep 057/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:43,  1.51s/it, loss=0.628, mat=0.004, sens=1.242, deg=0.000]
Ep 057/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:43,  1.51s/it, loss=0.021, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  44%|▉ | 117/264 [02:57<03:44,  1.53s/it, loss=0.021, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:44,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:42,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  45%|▉ | 119/264 [03:00<03:40,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:40,  1.52s/it, loss=0.604, mat=0.003, sens=1.203, deg=0.000]
Ep 057/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:38,  1.52s/it, loss=0.604, mat=0.003, sens=1.203, deg=0.000]
Ep 057/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:38,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  46%|▉ | 121/264 [03:03<03:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:36,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  47%|▉ | 123/264 [03:06<03:34,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:34,  1.52s/it, loss=0.669, mat=0.004, sens=1.331, deg=0.003]
Ep 057/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:32,  1.52s/it, loss=0.669, mat=0.004, sens=1.331, deg=0.003]
Ep 057/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:32,  1.52s/it, loss=0.609, mat=0.003, sens=1.210, deg=0.000]
Ep 057/100 [S3:+sens]:  47%|▉ | 125/264 [03:09<03:30,  1.52s/it, loss=0.609, mat=0.003, sens=1.210, deg=0.000]
Ep 057/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:30,  1.52s/it, loss=0.470, mat=0.003, sens=0.936, deg=0.000]
Ep 057/100 [S3:+sens]:  48%|▉ | 126/264 [03:11<03:28,  1.51s/it, loss=0.470, mat=0.003, sens=0.936, deg=0.000]
Ep 057/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:28,  1.51s/it, loss=0.680, mat=0.002, sens=1.352, deg=0.000]
Ep 057/100 [S3:+sens]:  48%|▉ | 127/264 [03:12<03:27,  1.51s/it, loss=0.680, mat=0.002, sens=1.352, deg=0.000]
Ep 057/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:27,  1.51s/it, loss=0.612, mat=0.004, sens=1.217, deg=0.000]
Ep 057/100 [S3:+sens]:  48%|▉ | 128/264 [03:14<03:25,  1.51s/it, loss=0.612, mat=0.004, sens=1.217, deg=0.000]
Ep 057/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:25,  1.51s/it, loss=0.592, mat=0.003, sens=1.177, deg=0.000]
Ep 057/100 [S3:+sens]:  49%|▉ | 129/264 [03:15<03:24,  1.51s/it, loss=0.592, mat=0.003, sens=1.177, deg=0.000]
Ep 057/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  49%|▉ | 130/264 [03:17<03:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:22,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:21,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:21,  1.51s/it, loss=0.625, mat=0.003, sens=1.243, deg=0.000]
Ep 057/100 [S3:+sens]:  50%|█ | 132/264 [03:20<03:22,  1.53s/it, loss=0.625, mat=0.003, sens=1.243, deg=0.000]
Ep 057/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:22,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  51%|█ | 134/264 [03:23<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  52%|█ | 136/264 [03:26<03:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:13,  1.51s/it, loss=0.599, mat=0.003, sens=1.191, deg=0.000]
Ep 057/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:12,  1.51s/it, loss=0.599, mat=0.003, sens=1.191, deg=0.000]
Ep 057/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:12,  1.51s/it, loss=0.600, mat=0.003, sens=1.194, deg=0.000]
Ep 057/100 [S3:+sens]:  52%|█ | 138/264 [03:29<03:10,  1.51s/it, loss=0.600, mat=0.003, sens=1.194, deg=0.000]
Ep 057/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:10,  1.51s/it, loss=0.663, mat=0.003, sens=1.321, deg=0.000]
Ep 057/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:08,  1.51s/it, loss=0.663, mat=0.003, sens=1.321, deg=0.000]
Ep 057/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:08,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 057/100 [S3:+sens]:  53%|█ | 140/264 [03:32<03:07,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001]
Ep 057/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:07,  1.51s/it, loss=0.532, mat=0.004, sens=1.053, deg=0.000]
Ep 057/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:05,  1.51s/it, loss=0.532, mat=0.004, sens=1.053, deg=0.000]
Ep 057/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:05,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  54%|█ | 142/264 [03:35<03:03,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:03,  1.51s/it, loss=0.607, mat=0.003, sens=1.209, deg=0.000]
Ep 057/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:02,  1.51s/it, loss=0.607, mat=0.003, sens=1.209, deg=0.000]
Ep 057/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:02,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  55%|█ | 144/264 [03:38<03:03,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:01,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  55%|█ | 146/264 [03:41<02:59,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  55%|█ | 146/264 [03:43<02:59,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 057/100 [S3:+sens]:  56%|█ | 147/264 [03:43<02:58,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 057/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:58,  1.53s/it, loss=0.715, mat=0.004, sens=1.421, deg=0.000]
Ep 057/100 [S3:+sens]:  56%|█ | 148/264 [03:44<02:56,  1.52s/it, loss=0.715, mat=0.004, sens=1.421, deg=0.000]
Ep 057/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:56,  1.52s/it, loss=0.598, mat=0.002, sens=1.192, deg=0.000]
Ep 057/100 [S3:+sens]:  56%|█▏| 149/264 [03:46<02:54,  1.52s/it, loss=0.598, mat=0.002, sens=1.192, deg=0.000]
Ep 057/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:54,  1.52s/it, loss=0.672, mat=0.002, sens=1.333, deg=0.000]
Ep 057/100 [S3:+sens]:  57%|█▏| 150/264 [03:47<02:52,  1.52s/it, loss=0.672, mat=0.002, sens=1.333, deg=0.000]
Ep 057/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:52,  1.52s/it, loss=1.338, mat=0.004, sens=1.706, deg=0.000]
Ep 057/100 [S3:+sens]:  57%|█▏| 151/264 [03:49<02:51,  1.52s/it, loss=1.338, mat=0.004, sens=1.706, deg=0.000]
Ep 057/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:51,  1.52s/it, loss=0.915, mat=0.004, sens=1.818, deg=0.000]
Ep 057/100 [S3:+sens]:  58%|█▏| 152/264 [03:50<02:49,  1.51s/it, loss=0.915, mat=0.004, sens=1.818, deg=0.000]
Ep 057/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:49,  1.51s/it, loss=0.588, mat=0.002, sens=1.165, deg=0.000]
Ep 057/100 [S3:+sens]:  58%|█▏| 153/264 [03:52<02:47,  1.51s/it, loss=0.588, mat=0.002, sens=1.165, deg=0.000]
Ep 057/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:47,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  58%|█▏| 154/264 [03:53<02:45,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:45,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  59%|█▏| 155/264 [03:55<02:44,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  59%|█▏| 156/264 [03:56<02:42,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:42,  1.50s/it, loss=0.534, mat=0.004, sens=1.059, deg=0.000]
Ep 057/100 [S3:+sens]:  59%|█▏| 157/264 [03:58<02:40,  1.50s/it, loss=0.534, mat=0.004, sens=1.059, deg=0.000]
Ep 057/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:40,  1.50s/it, loss=0.686, mat=0.004, sens=1.367, deg=0.000]
Ep 057/100 [S3:+sens]:  60%|█▏| 158/264 [03:59<02:39,  1.50s/it, loss=0.686, mat=0.004, sens=1.367, deg=0.000]
Ep 057/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:39,  1.50s/it, loss=0.586, mat=0.004, sens=1.167, deg=0.000]
Ep 057/100 [S3:+sens]:  60%|█▏| 159/264 [04:01<02:38,  1.50s/it, loss=0.586, mat=0.004, sens=1.167, deg=0.000]
Ep 057/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:38,  1.50s/it, loss=0.840, mat=0.004, sens=1.668, deg=0.000]
Ep 057/100 [S3:+sens]:  61%|█▏| 160/264 [04:02<02:36,  1.51s/it, loss=0.840, mat=0.004, sens=1.668, deg=0.000]
Ep 057/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:36,  1.51s/it, loss=0.505, mat=0.002, sens=1.006, deg=0.000]
Ep 057/100 [S3:+sens]:  61%|█▏| 161/264 [04:04<02:35,  1.51s/it, loss=0.505, mat=0.002, sens=1.006, deg=0.000]
Ep 057/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:35,  1.51s/it, loss=0.599, mat=0.003, sens=1.193, deg=0.000]
Ep 057/100 [S3:+sens]:  61%|█▏| 162/264 [04:05<02:33,  1.51s/it, loss=0.599, mat=0.003, sens=1.193, deg=0.000]
Ep 057/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:33,  1.51s/it, loss=0.635, mat=0.003, sens=1.265, deg=0.000]
Ep 057/100 [S3:+sens]:  62%|█▏| 163/264 [04:07<02:34,  1.53s/it, loss=0.635, mat=0.003, sens=1.265, deg=0.000]
Ep 057/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:34,  1.53s/it, loss=0.707, mat=0.003, sens=1.409, deg=0.000]
Ep 057/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:32,  1.53s/it, loss=0.707, mat=0.003, sens=1.409, deg=0.000]
Ep 057/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:32,  1.53s/it, loss=0.645, mat=0.003, sens=1.284, deg=0.000]
Ep 057/100 [S3:+sens]:  62%|█▎| 165/264 [04:10<02:30,  1.52s/it, loss=0.645, mat=0.003, sens=1.284, deg=0.000]
Ep 057/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:30,  1.52s/it, loss=0.569, mat=0.002, sens=1.135, deg=0.000]
Ep 057/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:28,  1.52s/it, loss=0.569, mat=0.002, sens=1.135, deg=0.000]
Ep 057/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:28,  1.52s/it, loss=0.656, mat=0.003, sens=1.304, deg=0.000]
Ep 057/100 [S3:+sens]:  63%|█▎| 167/264 [04:13<02:27,  1.52s/it, loss=0.656, mat=0.003, sens=1.304, deg=0.000]
Ep 057/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.52s/it, loss=0.664, mat=0.004, sens=1.322, deg=0.000]
Ep 057/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:25,  1.51s/it, loss=0.664, mat=0.004, sens=1.322, deg=0.000]
Ep 057/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:25,  1.51s/it, loss=0.571, mat=0.004, sens=1.136, deg=0.000]
Ep 057/100 [S3:+sens]:  64%|█▎| 169/264 [04:16<02:23,  1.51s/it, loss=0.571, mat=0.004, sens=1.136, deg=0.000]
Ep 057/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:23,  1.51s/it, loss=0.570, mat=0.002, sens=1.134, deg=0.000]
Ep 057/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:22,  1.51s/it, loss=0.570, mat=0.002, sens=1.134, deg=0.000]
Ep 057/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:22,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  65%|█▎| 171/264 [04:19<02:21,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:21,  1.52s/it, loss=0.597, mat=0.003, sens=1.190, deg=0.000]
Ep 057/100 [S3:+sens]:  65%|█▎| 172/264 [04:21<02:20,  1.52s/it, loss=0.597, mat=0.003, sens=1.190, deg=0.000]
Ep 057/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:20,  1.52s/it, loss=0.619, mat=0.003, sens=1.233, deg=0.000]
Ep 057/100 [S3:+sens]:  66%|█▎| 173/264 [04:22<02:18,  1.52s/it, loss=0.619, mat=0.003, sens=1.233, deg=0.000]
Ep 057/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:18,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  66%|█▎| 174/264 [04:24<02:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:16,  1.51s/it, loss=0.529, mat=0.003, sens=1.053, deg=0.000]
Ep 057/100 [S3:+sens]:  66%|█▎| 175/264 [04:25<02:14,  1.51s/it, loss=0.529, mat=0.003, sens=1.053, deg=0.000]
Ep 057/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:14,  1.51s/it, loss=0.579, mat=0.004, sens=1.152, deg=0.000]
Ep 057/100 [S3:+sens]:  67%|█▎| 176/264 [04:27<02:12,  1.51s/it, loss=0.579, mat=0.004, sens=1.152, deg=0.000]
Ep 057/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:12,  1.51s/it, loss=0.572, mat=0.003, sens=1.138, deg=0.000]
Ep 057/100 [S3:+sens]:  67%|█▎| 177/264 [04:28<02:13,  1.53s/it, loss=0.572, mat=0.003, sens=1.138, deg=0.000]
Ep 057/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:13,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  67%|█▎| 178/264 [04:30<02:11,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:11,  1.53s/it, loss=0.522, mat=0.004, sens=1.037, deg=0.002]
Ep 057/100 [S3:+sens]:  68%|█▎| 179/264 [04:31<02:09,  1.52s/it, loss=0.522, mat=0.004, sens=1.037, deg=0.002]
Ep 057/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:09,  1.52s/it, loss=0.538, mat=0.004, sens=1.069, deg=0.000]
Ep 057/100 [S3:+sens]:  68%|█▎| 180/264 [04:33<02:07,  1.52s/it, loss=0.538, mat=0.004, sens=1.069, deg=0.000]
Ep 057/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:07,  1.52s/it, loss=0.648, mat=0.003, sens=1.291, deg=0.000]
Ep 057/100 [S3:+sens]:  69%|█▎| 181/264 [04:34<02:05,  1.52s/it, loss=0.648, mat=0.003, sens=1.291, deg=0.000]
Ep 057/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:05,  1.52s/it, loss=0.638, mat=0.003, sens=1.272, deg=0.000]
Ep 057/100 [S3:+sens]:  69%|█▍| 182/264 [04:36<02:04,  1.51s/it, loss=0.638, mat=0.003, sens=1.272, deg=0.000]
Ep 057/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  69%|█▍| 183/264 [04:37<02:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:02,  1.51s/it, loss=0.502, mat=0.005, sens=0.996, deg=0.000]
Ep 057/100 [S3:+sens]:  70%|█▍| 184/264 [04:39<02:00,  1.51s/it, loss=0.502, mat=0.005, sens=0.996, deg=0.000]
Ep 057/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:00,  1.51s/it, loss=0.509, mat=0.003, sens=1.012, deg=0.000]
Ep 057/100 [S3:+sens]:  70%|█▍| 185/264 [04:40<01:59,  1.51s/it, loss=0.509, mat=0.003, sens=1.012, deg=0.000]
Ep 057/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<01:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  70%|█▍| 186/264 [04:42<01:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:57,  1.51s/it, loss=0.595, mat=0.003, sens=1.156, deg=0.000]
Ep 057/100 [S3:+sens]:  71%|█▍| 187/264 [04:43<01:56,  1.51s/it, loss=0.595, mat=0.003, sens=1.156, deg=0.000]
Ep 057/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:56,  1.51s/it, loss=0.573, mat=0.003, sens=1.142, deg=0.000]
Ep 057/100 [S3:+sens]:  71%|█▍| 188/264 [04:45<01:54,  1.51s/it, loss=0.573, mat=0.003, sens=1.142, deg=0.000]
Ep 057/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:54,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  72%|█▍| 189/264 [04:46<01:54,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:54,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  72%|█▍| 190/264 [04:48<01:52,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:52,  1.52s/it, loss=0.541, mat=0.005, sens=1.076, deg=0.000]
Ep 057/100 [S3:+sens]:  72%|█▍| 191/264 [04:49<01:50,  1.52s/it, loss=0.541, mat=0.005, sens=1.076, deg=0.000]
Ep 057/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  73%|█▍| 192/264 [04:51<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:49,  1.52s/it, loss=0.609, mat=0.003, sens=1.210, deg=0.000]
Ep 057/100 [S3:+sens]:  73%|█▍| 193/264 [04:52<01:47,  1.51s/it, loss=0.609, mat=0.003, sens=1.210, deg=0.000]
Ep 057/100 [S3:+sens]:  73%|█▍| 193/264 [04:54<01:47,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  73%|█▍| 194/264 [04:54<01:45,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  73%|█▍| 194/264 [04:56<01:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  74%|█▍| 195/264 [04:56<01:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:44,  1.52s/it, loss=0.444, mat=0.003, sens=0.880, deg=0.000]
Ep 057/100 [S3:+sens]:  74%|█▍| 196/264 [04:57<01:43,  1.52s/it, loss=0.444, mat=0.003, sens=0.880, deg=0.000]
Ep 057/100 [S3:+sens]:  74%|█▍| 196/264 [04:59<01:43,  1.52s/it, loss=0.508, mat=0.004, sens=1.011, deg=0.001]
Ep 057/100 [S3:+sens]:  75%|█▍| 197/264 [04:59<01:41,  1.52s/it, loss=0.508, mat=0.004, sens=1.011, deg=0.001]
Ep 057/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  75%|█▌| 198/264 [05:00<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  75%|█▌| 198/264 [05:02<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  75%|█▌| 199/264 [05:02<01:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:38,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  76%|█▌| 200/264 [05:03<01:36,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  76%|█▌| 200/264 [05:05<01:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  76%|█▌| 201/264 [05:05<01:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 057/100 [S3:+sens]:  77%|█▌| 202/264 [05:06<01:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 057/100 [S3:+sens]:  77%|█▌| 202/264 [05:08<01:33,  1.51s/it, loss=0.569, mat=0.004, sens=1.130, deg=0.000]
Ep 057/100 [S3:+sens]:  77%|█▌| 203/264 [05:08<01:32,  1.51s/it, loss=0.569, mat=0.004, sens=1.130, deg=0.000]
Ep 057/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:32,  1.51s/it, loss=0.561, mat=0.003, sens=1.118, deg=0.000]
Ep 057/100 [S3:+sens]:  77%|█▌| 204/264 [05:09<01:30,  1.51s/it, loss=0.561, mat=0.003, sens=1.118, deg=0.000]
Ep 057/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:30,  1.51s/it, loss=0.590, mat=0.003, sens=1.176, deg=0.000]
Ep 057/100 [S3:+sens]:  78%|█▌| 205/264 [05:11<01:29,  1.51s/it, loss=0.590, mat=0.003, sens=1.176, deg=0.000]
Ep 057/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:29,  1.51s/it, loss=0.551, mat=0.004, sens=1.096, deg=0.000]
Ep 057/100 [S3:+sens]:  78%|█▌| 206/264 [05:12<01:27,  1.51s/it, loss=0.551, mat=0.004, sens=1.096, deg=0.000]
Ep 057/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:27,  1.51s/it, loss=0.509, mat=0.002, sens=1.012, deg=0.000]
Ep 057/100 [S3:+sens]:  78%|█▌| 207/264 [05:14<01:27,  1.53s/it, loss=0.509, mat=0.002, sens=1.012, deg=0.000]
Ep 057/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  79%|█▌| 208/264 [05:15<01:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  79%|█▌| 209/264 [05:17<01:23,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  80%|█▌| 210/264 [05:18<01:21,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:21,  1.52s/it, loss=0.577, mat=0.002, sens=1.148, deg=0.000]
Ep 057/100 [S3:+sens]:  80%|█▌| 211/264 [05:20<01:20,  1.52s/it, loss=0.577, mat=0.002, sens=1.148, deg=0.000]
Ep 057/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.52s/it, loss=0.532, mat=0.004, sens=1.059, deg=0.001]
Ep 057/100 [S3:+sens]:  80%|█▌| 212/264 [05:21<01:18,  1.51s/it, loss=0.532, mat=0.004, sens=1.059, deg=0.001]
Ep 057/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:18,  1.51s/it, loss=0.539, mat=0.003, sens=1.073, deg=0.000]
Ep 057/100 [S3:+sens]:  81%|█▌| 213/264 [05:23<01:17,  1.51s/it, loss=0.539, mat=0.003, sens=1.073, deg=0.000]
Ep 057/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:17,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  81%|█▌| 214/264 [05:24<01:15,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:15,  1.51s/it, loss=0.521, mat=0.003, sens=1.036, deg=0.000]
Ep 057/100 [S3:+sens]:  81%|█▋| 215/264 [05:26<01:14,  1.51s/it, loss=0.521, mat=0.003, sens=1.036, deg=0.000]
Ep 057/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  82%|█▋| 216/264 [05:27<01:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  82%|█▋| 217/264 [05:29<01:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:11,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  83%|█▋| 218/264 [05:30<01:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:09,  1.51s/it, loss=0.617, mat=0.003, sens=1.229, deg=0.000]
Ep 057/100 [S3:+sens]:  83%|█▋| 219/264 [05:32<01:08,  1.51s/it, loss=0.617, mat=0.003, sens=1.229, deg=0.000]
Ep 057/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.51s/it, loss=0.615, mat=0.003, sens=1.225, deg=0.000]
Ep 057/100 [S3:+sens]:  83%|█▋| 220/264 [05:33<01:07,  1.52s/it, loss=0.615, mat=0.003, sens=1.225, deg=0.000]
Ep 057/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  84%|█▋| 221/264 [05:35<01:05,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  84%|█▋| 221/264 [05:37<01:05,  1.52s/it, loss=0.604, mat=0.003, sens=1.204, deg=0.000]
Ep 057/100 [S3:+sens]:  84%|█▋| 222/264 [05:37<01:04,  1.54s/it, loss=0.604, mat=0.003, sens=1.204, deg=0.000]
Ep 057/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:04,  1.54s/it, loss=0.642, mat=0.004, sens=1.279, deg=0.000]
Ep 057/100 [S3:+sens]:  84%|█▋| 223/264 [05:38<01:02,  1.53s/it, loss=0.642, mat=0.004, sens=1.279, deg=0.000]
Ep 057/100 [S3:+sens]:  84%|█▋| 223/264 [05:40<01:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  85%|█▋| 224/264 [05:40<01:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:01,  1.53s/it, loss=0.579, mat=0.003, sens=1.154, deg=0.000]
Ep 057/100 [S3:+sens]:  85%|█▋| 225/264 [05:41<00:59,  1.52s/it, loss=0.579, mat=0.003, sens=1.154, deg=0.000]
Ep 057/100 [S3:+sens]:  85%|█▋| 225/264 [05:43<00:59,  1.52s/it, loss=0.657, mat=0.003, sens=1.305, deg=0.000]
Ep 057/100 [S3:+sens]:  86%|█▋| 226/264 [05:43<00:57,  1.52s/it, loss=0.657, mat=0.003, sens=1.305, deg=0.000]
Ep 057/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.52s/it, loss=0.611, mat=0.002, sens=1.218, deg=0.000]
Ep 057/100 [S3:+sens]:  86%|█▋| 227/264 [05:44<00:56,  1.52s/it, loss=0.611, mat=0.002, sens=1.218, deg=0.000]
Ep 057/100 [S3:+sens]:  86%|█▋| 227/264 [05:46<00:56,  1.52s/it, loss=0.598, mat=0.004, sens=1.189, deg=0.000]
Ep 057/100 [S3:+sens]:  86%|█▋| 228/264 [05:46<00:54,  1.52s/it, loss=0.598, mat=0.004, sens=1.189, deg=0.000]
Ep 057/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:54,  1.52s/it, loss=0.623, mat=0.003, sens=1.241, deg=0.000]
Ep 057/100 [S3:+sens]:  87%|█▋| 229/264 [05:47<00:53,  1.52s/it, loss=0.623, mat=0.003, sens=1.241, deg=0.000]
Ep 057/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  87%|█▋| 230/264 [05:49<00:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  88%|█▊| 231/264 [05:50<00:49,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:49,  1.51s/it, loss=0.621, mat=0.005, sens=1.235, deg=0.000]
Ep 057/100 [S3:+sens]:  88%|█▊| 232/264 [05:52<00:48,  1.51s/it, loss=0.621, mat=0.005, sens=1.235, deg=0.000]
Ep 057/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.51s/it, loss=0.733, mat=0.003, sens=1.462, deg=0.000]
Ep 057/100 [S3:+sens]:  88%|█▊| 233/264 [05:53<00:46,  1.51s/it, loss=0.733, mat=0.003, sens=1.462, deg=0.000]
Ep 057/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:46,  1.51s/it, loss=0.722, mat=0.004, sens=1.434, deg=0.000]
Ep 057/100 [S3:+sens]:  89%|█▊| 234/264 [05:55<00:46,  1.53s/it, loss=0.722, mat=0.004, sens=1.434, deg=0.000]
Ep 057/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:46,  1.53s/it, loss=0.678, mat=0.004, sens=1.347, deg=0.000]
Ep 057/100 [S3:+sens]:  89%|█▊| 235/264 [05:56<00:44,  1.53s/it, loss=0.678, mat=0.004, sens=1.347, deg=0.000]
Ep 057/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  89%|█▊| 236/264 [05:58<00:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.52s/it, loss=0.738, mat=0.002, sens=1.473, deg=0.000]
Ep 057/100 [S3:+sens]:  90%|█▊| 237/264 [05:59<00:41,  1.52s/it, loss=0.738, mat=0.002, sens=1.473, deg=0.000]
Ep 057/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:41,  1.52s/it, loss=0.678, mat=0.003, sens=1.351, deg=0.000]
Ep 057/100 [S3:+sens]:  90%|█▊| 238/264 [06:01<00:39,  1.52s/it, loss=0.678, mat=0.003, sens=1.351, deg=0.000]
Ep 057/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.52s/it, loss=0.813, mat=0.002, sens=1.615, deg=0.000]
Ep 057/100 [S3:+sens]:  91%|█▊| 239/264 [06:02<00:37,  1.52s/it, loss=0.813, mat=0.002, sens=1.615, deg=0.000]
Ep 057/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:37,  1.52s/it, loss=0.762, mat=0.002, sens=1.520, deg=0.000]
Ep 057/100 [S3:+sens]:  91%|█▊| 240/264 [06:04<00:36,  1.52s/it, loss=0.762, mat=0.002, sens=1.520, deg=0.000]
Ep 057/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.52s/it, loss=0.756, mat=0.004, sens=1.504, deg=0.000]
Ep 057/100 [S3:+sens]:  91%|█▊| 241/264 [06:05<00:34,  1.51s/it, loss=0.756, mat=0.004, sens=1.504, deg=0.000]
Ep 057/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:34,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  92%|█▊| 242/264 [06:07<00:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.51s/it, loss=0.772, mat=0.003, sens=1.538, deg=0.000]
Ep 057/100 [S3:+sens]:  92%|█▊| 243/264 [06:08<00:31,  1.52s/it, loss=0.772, mat=0.003, sens=1.538, deg=0.000]
Ep 057/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.897, mat=0.002, sens=1.788, deg=0.000]
Ep 057/100 [S3:+sens]:  92%|█▊| 244/264 [06:10<00:30,  1.53s/it, loss=0.897, mat=0.002, sens=1.788, deg=0.000]
Ep 057/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  93%|█▊| 245/264 [06:11<00:29,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:29,  1.53s/it, loss=0.852, mat=0.002, sens=1.700, deg=0.000]
Ep 057/100 [S3:+sens]:  93%|█▊| 246/264 [06:13<00:27,  1.52s/it, loss=0.852, mat=0.002, sens=1.700, deg=0.000]
Ep 057/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.52s/it, loss=0.028, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  94%|█▊| 247/264 [06:14<00:25,  1.52s/it, loss=0.028, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.52s/it, loss=0.887, mat=0.004, sens=1.749, deg=0.000]
Ep 057/100 [S3:+sens]:  94%|█▉| 248/264 [06:16<00:24,  1.52s/it, loss=0.887, mat=0.004, sens=1.749, deg=0.000]
Ep 057/100 [S3:+sens]:  94%|█▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.766, mat=0.003, sens=1.524, deg=0.000]
Ep 057/100 [S3:+sens]:  94%|█▉| 249/264 [06:18<00:22,  1.52s/it, loss=0.766, mat=0.003, sens=1.524, deg=0.000]
Ep 057/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  95%|█▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.864, mat=0.003, sens=1.721, deg=0.000]
Ep 057/100 [S3:+sens]:  95%|█▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.864, mat=0.003, sens=1.721, deg=0.000]
Ep 057/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  95%|█▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.867, mat=0.004, sens=1.729, deg=0.000]
Ep 057/100 [S3:+sens]:  96%|█▉| 253/264 [06:24<00:16,  1.54s/it, loss=0.867, mat=0.004, sens=1.729, deg=0.000]
Ep 057/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  96%|█▉| 254/264 [06:25<00:15,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.53s/it, loss=0.960, mat=0.002, sens=1.916, deg=0.000]
Ep 057/100 [S3:+sens]:  97%|█▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.960, mat=0.002, sens=1.916, deg=0.000]
Ep 057/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.860, mat=0.005, sens=1.703, deg=0.000]
Ep 057/100 [S3:+sens]:  97%|█▉| 256/264 [06:28<00:12,  1.52s/it, loss=0.860, mat=0.005, sens=1.703, deg=0.000]
Ep 057/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.913, mat=0.004, sens=1.818, deg=0.000]
Ep 057/100 [S3:+sens]:  97%|█▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.913, mat=0.004, sens=1.818, deg=0.000]
Ep 057/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.830, mat=0.003, sens=1.655, deg=0.000]
Ep 057/100 [S3:+sens]:  98%|█▉| 258/264 [06:31<00:09,  1.52s/it, loss=0.830, mat=0.003, sens=1.655, deg=0.000]
Ep 057/100 [S3:+sens]:  98%|█▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.896, mat=0.003, sens=1.787, deg=0.000]
Ep 057/100 [S3:+sens]:  98%|█▉| 259/264 [06:33<00:07,  1.52s/it, loss=0.896, mat=0.003, sens=1.787, deg=0.000]
Ep 057/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.52s/it, loss=1.889, mat=0.002, sens=1.448, deg=0.000]
Ep 057/100 [S3:+sens]:  98%|█▉| 260/264 [06:34<00:06,  1.52s/it, loss=1.889, mat=0.002, sens=1.448, deg=0.000]
Ep 057/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.880, mat=0.003, sens=1.749, deg=0.000]
Ep 057/100 [S3:+sens]:  99%|█▉| 261/264 [06:36<00:04,  1.52s/it, loss=0.880, mat=0.003, sens=1.749, deg=0.000]
Ep 057/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  99%|█▉| 262/264 [06:37<00:03,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]: 100%|█▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 057/100 [S3:+sens]: 100%|██| 264/264 [06:40<00:00,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
                                                                                                              
Epoch 057/100 [S3:+sens]  loss=0.4157  mat=0.0032  sens=0.8121  deg=0.0004  orth=0.0079  α=0.5 β=0.5 γ=0.3  401s

Ep 058/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 058/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:24,  2.15s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:24,  2.15s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:43,  1.77s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:43,  1.77s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:10,  1.65s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:10,  1.65s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   2%|    | 4/264 [00:06<07:11,  1.66s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   2%|    | 4/264 [00:08<07:11,  1.66s/it, loss=0.932, mat=0.004, sens=1.857, deg=0.000]
Ep 058/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:55,  1.61s/it, loss=0.932, mat=0.004, sens=1.857, deg=0.000]
Ep 058/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:55,  1.61s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:45,  1.57s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:45,  1.57s/it, loss=0.734, mat=0.002, sens=1.463, deg=0.000]
Ep 058/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:38,  1.55s/it, loss=0.734, mat=0.002, sens=1.463, deg=0.000]
Ep 058/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:38,  1.55s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:33,  1.54s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:33,  1.54s/it, loss=0.882, mat=0.004, sens=1.757, deg=0.000]
Ep 058/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:30,  1.53s/it, loss=0.882, mat=0.004, sens=1.757, deg=0.000]
Ep 058/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:30,  1.53s/it, loss=0.863, mat=0.003, sens=1.718, deg=0.000]
Ep 058/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:27,  1.52s/it, loss=0.863, mat=0.003, sens=1.718, deg=0.000]
Ep 058/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:27,  1.52s/it, loss=0.893, mat=0.003, sens=1.780, deg=0.000]
Ep 058/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:24,  1.52s/it, loss=0.893, mat=0.003, sens=1.780, deg=0.000]
Ep 058/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:24,  1.52s/it, loss=0.768, mat=0.003, sens=1.530, deg=0.000]
Ep 058/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:22,  1.52s/it, loss=0.768, mat=0.003, sens=1.530, deg=0.000]
Ep 058/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:20,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:20,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:18,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:16,  1.51s/it, loss=0.731, mat=0.003, sens=1.458, deg=0.000]
Ep 058/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:20,  1.53s/it, loss=0.731, mat=0.003, sens=1.458, deg=0.000]
Ep 058/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:20,  1.53s/it, loss=0.792, mat=0.003, sens=1.578, deg=0.000]
Ep 058/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:16,  1.53s/it, loss=0.792, mat=0.003, sens=1.578, deg=0.000]
Ep 058/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:16,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:14,  1.52s/it, loss=0.889, mat=0.004, sens=1.771, deg=0.000]
Ep 058/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:11,  1.52s/it, loss=0.889, mat=0.004, sens=1.771, deg=0.000]
Ep 058/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:07,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:07,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:05,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:05,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:03,  1.51s/it, loss=0.791, mat=0.003, sens=1.579, deg=0.000]
Ep 058/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:02,  1.51s/it, loss=0.791, mat=0.003, sens=1.579, deg=0.000]
Ep 058/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:00,  1.51s/it, loss=0.612, mat=0.002, sens=1.219, deg=0.000]
Ep 058/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<05:58,  1.51s/it, loss=0.612, mat=0.002, sens=1.219, deg=0.000]
Ep 058/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<05:58,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<05:57,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<05:57,  1.51s/it, loss=0.823, mat=0.002, sens=1.640, deg=0.000]
Ep 058/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:58,  1.52s/it, loss=0.823, mat=0.002, sens=1.640, deg=0.000]
Ep 058/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:58,  1.52s/it, loss=0.812, mat=0.003, sens=1.620, deg=0.000]
Ep 058/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:57,  1.52s/it, loss=0.812, mat=0.003, sens=1.620, deg=0.000]
Ep 058/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:54,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:53,  1.52s/it, loss=0.677, mat=0.002, sens=1.351, deg=0.000]
Ep 058/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:52,  1.52s/it, loss=0.677, mat=0.002, sens=1.351, deg=0.000]
Ep 058/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:52,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:49,  1.51s/it, loss=0.728, mat=0.003, sens=1.451, deg=0.000]
Ep 058/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:53,  1.54s/it, loss=0.728, mat=0.003, sens=1.451, deg=0.000]
Ep 058/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:53,  1.54s/it, loss=0.799, mat=0.003, sens=1.594, deg=0.000]
Ep 058/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:50,  1.53s/it, loss=0.799, mat=0.003, sens=1.594, deg=0.000]
Ep 058/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:50,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:48,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:48,  1.53s/it, loss=0.726, mat=0.003, sens=1.446, deg=0.000]
Ep 058/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:45,  1.52s/it, loss=0.726, mat=0.003, sens=1.446, deg=0.000]
Ep 058/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:45,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:42,  1.52s/it, loss=0.768, mat=0.003, sens=1.531, deg=0.000]
Ep 058/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:41,  1.52s/it, loss=0.768, mat=0.003, sens=1.531, deg=0.000]
Ep 058/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:41,  1.52s/it, loss=0.765, mat=0.004, sens=1.524, deg=0.000]
Ep 058/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:39,  1.52s/it, loss=0.765, mat=0.004, sens=1.524, deg=0.000]
Ep 058/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:39,  1.52s/it, loss=0.686, mat=0.003, sens=1.367, deg=0.000]
Ep 058/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:37,  1.51s/it, loss=0.686, mat=0.003, sens=1.367, deg=0.000]
Ep 058/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:37,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:36,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:36,  1.51s/it, loss=0.740, mat=0.003, sens=1.475, deg=0.000]
Ep 058/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:34,  1.51s/it, loss=0.740, mat=0.003, sens=1.475, deg=0.000]
Ep 058/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:34,  1.51s/it, loss=0.693, mat=0.002, sens=1.384, deg=0.000]
Ep 058/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:33,  1.51s/it, loss=0.693, mat=0.002, sens=1.384, deg=0.000]
Ep 058/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:33,  1.51s/it, loss=0.764, mat=0.003, sens=1.523, deg=0.000]
Ep 058/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:31,  1.51s/it, loss=0.764, mat=0.003, sens=1.523, deg=0.000]
Ep 058/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:31,  1.51s/it, loss=0.958, mat=0.006, sens=1.904, deg=0.000]
Ep 058/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:30,  1.51s/it, loss=0.958, mat=0.006, sens=1.904, deg=0.000]
Ep 058/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:30,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:28,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:28,  1.51s/it, loss=0.704, mat=0.003, sens=1.399, deg=0.000]
Ep 058/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:31,  1.54s/it, loss=0.704, mat=0.003, sens=1.399, deg=0.000]
Ep 058/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:31,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:28,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:28,  1.53s/it, loss=0.016, mat=0.003, sens=0.000, deg=0.041]
Ep 058/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:26,  1.52s/it, loss=0.016, mat=0.003, sens=0.000, deg=0.041]
Ep 058/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:26,  1.52s/it, loss=0.686, mat=0.003, sens=1.359, deg=0.000]
Ep 058/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:23,  1.52s/it, loss=0.686, mat=0.003, sens=1.359, deg=0.000]
Ep 058/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:23,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:24,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:24,  1.53s/it, loss=0.727, mat=0.003, sens=1.447, deg=0.000]
Ep 058/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:22,  1.53s/it, loss=0.727, mat=0.003, sens=1.447, deg=0.000]
Ep 058/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:22,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:19,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:19,  1.52s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:17,  1.52s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:17,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:15,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:15,  1.52s/it, loss=0.877, mat=0.004, sens=1.740, deg=0.000]
Ep 058/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:13,  1.51s/it, loss=0.877, mat=0.004, sens=1.740, deg=0.000]
Ep 058/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:13,  1.51s/it, loss=0.870, mat=0.003, sens=1.643, deg=0.000]
Ep 058/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:11,  1.51s/it, loss=0.870, mat=0.003, sens=1.643, deg=0.000]
Ep 058/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:11,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:10,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:10,  1.51s/it, loss=0.016, mat=0.003, sens=0.000, deg=0.001]
Ep 058/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:13,  1.53s/it, loss=0.016, mat=0.003, sens=0.000, deg=0.001]
Ep 058/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:13,  1.53s/it, loss=0.840, mat=0.003, sens=1.673, deg=0.000]
Ep 058/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:10,  1.53s/it, loss=0.840, mat=0.003, sens=1.673, deg=0.000]
Ep 058/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:10,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 058/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:07,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 058/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:07,  1.52s/it, loss=0.731, mat=0.002, sens=1.456, deg=0.002]
Ep 058/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:05,  1.52s/it, loss=0.731, mat=0.002, sens=1.456, deg=0.002]
Ep 058/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:05,  1.52s/it, loss=0.752, mat=0.003, sens=1.496, deg=0.001]
Ep 058/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:03,  1.52s/it, loss=0.752, mat=0.003, sens=1.496, deg=0.001]
Ep 058/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:03,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:01,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:01,  1.52s/it, loss=0.636, mat=0.002, sens=1.267, deg=0.000]
Ep 058/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<05:00,  1.52s/it, loss=0.636, mat=0.002, sens=1.267, deg=0.000]
Ep 058/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:00,  1.52s/it, loss=0.850, mat=0.003, sens=1.692, deg=0.000]
Ep 058/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:58,  1.51s/it, loss=0.850, mat=0.003, sens=1.692, deg=0.000]
Ep 058/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:58,  1.51s/it, loss=0.746, mat=0.002, sens=1.486, deg=0.000]
Ep 058/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:56,  1.51s/it, loss=0.746, mat=0.002, sens=1.486, deg=0.000]
Ep 058/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:56,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:55,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:55,  1.51s/it, loss=0.066, mat=0.003, sens=0.000, deg=0.008]
Ep 058/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:53,  1.51s/it, loss=0.066, mat=0.003, sens=0.000, deg=0.008]
Ep 058/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:53,  1.51s/it, loss=0.819, mat=0.004, sens=1.631, deg=0.000]
Ep 058/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:52,  1.51s/it, loss=0.819, mat=0.004, sens=1.631, deg=0.000]
Ep 058/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:52,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:50,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:48,  1.51s/it, loss=0.710, mat=0.002, sens=1.412, deg=0.000]
Ep 058/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:47,  1.51s/it, loss=0.710, mat=0.002, sens=1.412, deg=0.000]
Ep 058/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:45,  1.51s/it, loss=0.823, mat=0.004, sens=1.629, deg=0.019]
Ep 058/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:46,  1.52s/it, loss=0.823, mat=0.004, sens=1.629, deg=0.019]
Ep 058/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:46,  1.52s/it, loss=0.023, mat=0.005, sens=0.000, deg=0.064]
Ep 058/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:44,  1.52s/it, loss=0.023, mat=0.005, sens=0.000, deg=0.064]
Ep 058/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:44,  1.52s/it, loss=0.684, mat=0.003, sens=1.364, deg=0.000]
Ep 058/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:47,  1.55s/it, loss=0.684, mat=0.003, sens=1.364, deg=0.000]
Ep 058/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:47,  1.55s/it, loss=0.776, mat=0.004, sens=1.540, deg=0.006]
Ep 058/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:43,  1.53s/it, loss=0.776, mat=0.004, sens=1.540, deg=0.006]
Ep 058/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:43,  1.53s/it, loss=0.596, mat=0.003, sens=1.187, deg=0.000]
Ep 058/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:41,  1.53s/it, loss=0.596, mat=0.003, sens=1.187, deg=0.000]
Ep 058/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:41,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:39,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:39,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:36,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:36,  1.52s/it, loss=0.699, mat=0.003, sens=1.393, deg=0.000]
Ep 058/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:35,  1.52s/it, loss=0.699, mat=0.003, sens=1.393, deg=0.000]
Ep 058/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:33,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:31,  1.52s/it, loss=0.813, mat=0.004, sens=1.620, deg=0.000]
Ep 058/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:30,  1.52s/it, loss=0.813, mat=0.004, sens=1.620, deg=0.000]
Ep 058/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:30,  1.52s/it, loss=0.767, mat=0.003, sens=1.517, deg=0.001]
Ep 058/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:28,  1.52s/it, loss=0.767, mat=0.003, sens=1.517, deg=0.001]
Ep 058/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:28,  1.52s/it, loss=0.825, mat=0.004, sens=1.618, deg=0.039]
Ep 058/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:27,  1.52s/it, loss=0.825, mat=0.004, sens=1.618, deg=0.039]
Ep 058/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:27,  1.52s/it, loss=0.834, mat=0.003, sens=1.663, deg=0.000]
Ep 058/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:25,  1.52s/it, loss=0.834, mat=0.003, sens=1.663, deg=0.000]
Ep 058/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:25,  1.52s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.008]
Ep 058/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:24,  1.52s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.008]
Ep 058/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:24,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:22,  1.52s/it, loss=0.558, mat=0.003, sens=1.109, deg=0.000]
Ep 058/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:20,  1.52s/it, loss=0.558, mat=0.003, sens=1.109, deg=0.000]
Ep 058/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:23,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:23,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:20,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:20,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:18,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:18,  1.53s/it, loss=0.685, mat=0.003, sens=1.365, deg=0.000]
Ep 058/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:16,  1.53s/it, loss=0.685, mat=0.003, sens=1.365, deg=0.000]
Ep 058/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:16,  1.53s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.023]
Ep 058/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:14,  1.52s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.023]
Ep 058/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:14,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:12,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:12,  1.52s/it, loss=0.688, mat=0.003, sens=1.369, deg=0.000]
Ep 058/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:10,  1.52s/it, loss=0.688, mat=0.003, sens=1.369, deg=0.000]
Ep 058/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:10,  1.52s/it, loss=0.800, mat=0.003, sens=1.595, deg=0.000]
Ep 058/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:09,  1.53s/it, loss=0.800, mat=0.003, sens=1.595, deg=0.000]
Ep 058/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:09,  1.53s/it, loss=0.753, mat=0.005, sens=1.499, deg=0.000]
Ep 058/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:07,  1.53s/it, loss=0.753, mat=0.005, sens=1.499, deg=0.000]
Ep 058/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:07,  1.53s/it, loss=0.729, mat=0.002, sens=1.452, deg=0.000]
Ep 058/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:05,  1.52s/it, loss=0.729, mat=0.002, sens=1.452, deg=0.000]
Ep 058/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:05,  1.52s/it, loss=0.713, mat=0.005, sens=1.417, deg=0.000]
Ep 058/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:03,  1.52s/it, loss=0.713, mat=0.005, sens=1.417, deg=0.000]
Ep 058/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 058/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:05,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 058/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:05,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<04:02,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:02,  1.53s/it, loss=0.667, mat=0.002, sens=1.326, deg=0.001]
Ep 058/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<03:59,  1.53s/it, loss=0.667, mat=0.002, sens=1.326, deg=0.001]
Ep 058/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:59,  1.53s/it, loss=0.606, mat=0.003, sens=1.206, deg=0.004]
Ep 058/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:57,  1.53s/it, loss=0.606, mat=0.003, sens=1.206, deg=0.004]
Ep 058/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:57,  1.53s/it, loss=0.636, mat=0.003, sens=1.268, deg=0.000]
Ep 058/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:56,  1.52s/it, loss=0.636, mat=0.003, sens=1.268, deg=0.000]
Ep 058/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:56,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 058/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:54,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 058/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:54,  1.52s/it, loss=0.641, mat=0.004, sens=1.274, deg=0.003]
Ep 058/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:52,  1.52s/it, loss=0.641, mat=0.004, sens=1.274, deg=0.003]
Ep 058/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:52,  1.52s/it, loss=0.659, mat=0.003, sens=1.300, deg=0.000]
Ep 058/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:51,  1.52s/it, loss=0.659, mat=0.003, sens=1.300, deg=0.000]
Ep 058/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:51,  1.52s/it, loss=0.584, mat=0.004, sens=1.161, deg=0.002]
Ep 058/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:49,  1.52s/it, loss=0.584, mat=0.004, sens=1.161, deg=0.002]
Ep 058/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:49,  1.52s/it, loss=0.747, mat=0.004, sens=1.483, deg=0.002]
Ep 058/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:48,  1.52s/it, loss=0.747, mat=0.004, sens=1.483, deg=0.002]
Ep 058/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:48,  1.52s/it, loss=0.624, mat=0.004, sens=1.244, deg=0.000]
Ep 058/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:46,  1.52s/it, loss=0.624, mat=0.004, sens=1.244, deg=0.000]
Ep 058/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:46,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:45,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:45,  1.52s/it, loss=0.561, mat=0.003, sens=1.118, deg=0.000]
Ep 058/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:43,  1.52s/it, loss=0.561, mat=0.003, sens=1.118, deg=0.000]
Ep 058/100 [S3:+sens]:  44%|▉ | 117/264 [03:00<03:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  45%|▉ | 118/264 [03:00<03:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:41,  1.52s/it, loss=0.624, mat=0.003, sens=1.242, deg=0.000]
Ep 058/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:39,  1.52s/it, loss=0.624, mat=0.003, sens=1.242, deg=0.000]
Ep 058/100 [S3:+sens]:  45%|▉ | 119/264 [03:03<03:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  45%|▉ | 120/264 [03:03<03:38,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.626, mat=0.003, sens=1.246, deg=0.000]
Ep 058/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:37,  1.52s/it, loss=0.626, mat=0.003, sens=1.246, deg=0.000]
Ep 058/100 [S3:+sens]:  46%|▉ | 121/264 [03:06<03:37,  1.52s/it, loss=0.630, mat=0.002, sens=1.257, deg=0.000]
Ep 058/100 [S3:+sens]:  46%|▉ | 122/264 [03:06<03:35,  1.52s/it, loss=0.630, mat=0.002, sens=1.257, deg=0.000]
Ep 058/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.595, mat=0.003, sens=1.184, deg=0.000]
Ep 058/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:34,  1.52s/it, loss=0.595, mat=0.003, sens=1.184, deg=0.000]
Ep 058/100 [S3:+sens]:  47%|▉ | 123/264 [03:09<03:34,  1.52s/it, loss=0.026, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  47%|▉ | 124/264 [03:09<03:35,  1.54s/it, loss=0.026, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:35,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:35,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:35,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:31,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:31,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:27,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:25,  1.52s/it, loss=0.646, mat=0.003, sens=1.287, deg=0.000]
Ep 058/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:23,  1.52s/it, loss=0.646, mat=0.003, sens=1.287, deg=0.000]
Ep 058/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:23,  1.52s/it, loss=0.590, mat=0.003, sens=1.174, deg=0.000]
Ep 058/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:21,  1.52s/it, loss=0.590, mat=0.003, sens=1.174, deg=0.000]
Ep 058/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:21,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:20,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:20,  1.52s/it, loss=0.581, mat=0.003, sens=1.156, deg=0.000]
Ep 058/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:18,  1.52s/it, loss=0.581, mat=0.003, sens=1.156, deg=0.000]
Ep 058/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:18,  1.52s/it, loss=0.570, mat=0.003, sens=1.123, deg=0.000]
Ep 058/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:17,  1.52s/it, loss=0.570, mat=0.003, sens=1.123, deg=0.000]
Ep 058/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:15,  1.52s/it, loss=0.599, mat=0.004, sens=1.193, deg=0.000]
Ep 058/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:14,  1.52s/it, loss=0.599, mat=0.004, sens=1.193, deg=0.000]
Ep 058/100 [S3:+sens]:  52%|█ | 136/264 [03:29<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  52%|█ | 137/264 [03:29<03:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:12,  1.52s/it, loss=0.572, mat=0.003, sens=1.138, deg=0.000]
Ep 058/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:13,  1.54s/it, loss=0.572, mat=0.003, sens=1.138, deg=0.000]
Ep 058/100 [S3:+sens]:  52%|█ | 138/264 [03:32<03:13,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  53%|█ | 139/264 [03:32<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  53%|█ | 140/264 [03:35<03:09,  1.53s/it, loss=0.575, mat=0.003, sens=1.146, deg=0.000]
Ep 058/100 [S3:+sens]:  53%|█ | 141/264 [03:35<03:07,  1.53s/it, loss=0.575, mat=0.003, sens=1.146, deg=0.000]
Ep 058/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  54%|█ | 142/264 [03:38<03:05,  1.52s/it, loss=0.574, mat=0.003, sens=1.145, deg=0.000]
Ep 058/100 [S3:+sens]:  54%|█ | 143/264 [03:38<03:04,  1.52s/it, loss=0.574, mat=0.003, sens=1.145, deg=0.000]
Ep 058/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  55%|█ | 144/264 [03:41<03:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  55%|█ | 145/264 [03:41<03:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:00,  1.52s/it, loss=0.524, mat=0.003, sens=1.044, deg=0.000]
Ep 058/100 [S3:+sens]:  55%|█ | 146/264 [03:42<02:59,  1.52s/it, loss=0.524, mat=0.003, sens=1.044, deg=0.000]
Ep 058/100 [S3:+sens]:  55%|█ | 146/264 [03:44<02:59,  1.52s/it, loss=0.617, mat=0.004, sens=1.227, deg=0.000]
Ep 058/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:57,  1.52s/it, loss=0.617, mat=0.004, sens=1.227, deg=0.000]
Ep 058/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:55,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:55,  1.53s/it, loss=0.541, mat=0.003, sens=1.076, deg=0.000]
Ep 058/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:57,  1.55s/it, loss=0.541, mat=0.003, sens=1.076, deg=0.000]
Ep 058/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:57,  1.55s/it, loss=0.602, mat=0.004, sens=1.197, deg=0.000]
Ep 058/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:54,  1.54s/it, loss=0.602, mat=0.004, sens=1.197, deg=0.000]
Ep 058/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:54,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:52,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:52,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:49,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:49,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:48,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:48,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:45,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:45,  1.52s/it, loss=0.590, mat=0.004, sens=1.175, deg=0.000]
Ep 058/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:44,  1.52s/it, loss=0.590, mat=0.004, sens=1.175, deg=0.000]
Ep 058/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  59%|█▏| 157/264 [04:01<02:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  60%|█▏| 158/264 [04:01<02:40,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:40,  1.52s/it, loss=0.512, mat=0.003, sens=1.018, deg=0.000]
Ep 058/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:39,  1.52s/it, loss=0.512, mat=0.003, sens=1.018, deg=0.000]
Ep 058/100 [S3:+sens]:  60%|█▏| 159/264 [04:04<02:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  61%|█▏| 160/264 [04:04<02:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:37,  1.51s/it, loss=0.722, mat=0.003, sens=1.438, deg=0.000]
Ep 058/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:35,  1.51s/it, loss=0.722, mat=0.003, sens=1.438, deg=0.000]
Ep 058/100 [S3:+sens]:  61%|█▏| 161/264 [04:07<02:35,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  61%|█▏| 162/264 [04:07<02:34,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:34,  1.51s/it, loss=0.560, mat=0.003, sens=1.115, deg=0.000]
Ep 058/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:32,  1.51s/it, loss=0.560, mat=0.003, sens=1.115, deg=0.000]
Ep 058/100 [S3:+sens]:  62%|█▏| 163/264 [04:10<02:32,  1.51s/it, loss=0.638, mat=0.003, sens=1.272, deg=0.000]
Ep 058/100 [S3:+sens]:  62%|█▏| 164/264 [04:10<02:31,  1.51s/it, loss=0.638, mat=0.003, sens=1.272, deg=0.000]
Ep 058/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:31,  1.51s/it, loss=0.638, mat=0.003, sens=1.272, deg=0.000]
Ep 058/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:29,  1.51s/it, loss=0.638, mat=0.003, sens=1.272, deg=0.000]
Ep 058/100 [S3:+sens]:  62%|█▎| 165/264 [04:13<02:29,  1.51s/it, loss=0.636, mat=0.004, sens=1.267, deg=0.000]
Ep 058/100 [S3:+sens]:  63%|█▎| 166/264 [04:13<02:28,  1.51s/it, loss=0.636, mat=0.004, sens=1.267, deg=0.000]
Ep 058/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:28,  1.51s/it, loss=0.678, mat=0.003, sens=1.352, deg=0.000]
Ep 058/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:26,  1.51s/it, loss=0.678, mat=0.003, sens=1.352, deg=0.000]
Ep 058/100 [S3:+sens]:  63%|█▎| 167/264 [04:16<02:26,  1.51s/it, loss=0.663, mat=0.003, sens=1.317, deg=0.000]
Ep 058/100 [S3:+sens]:  64%|█▎| 168/264 [04:16<02:27,  1.54s/it, loss=0.663, mat=0.003, sens=1.317, deg=0.000]
Ep 058/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:27,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:25,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  64%|█▎| 169/264 [04:19<02:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  64%|█▎| 170/264 [04:19<02:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:23,  1.53s/it, loss=0.645, mat=0.003, sens=1.280, deg=0.000]
Ep 058/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:21,  1.52s/it, loss=0.645, mat=0.003, sens=1.280, deg=0.000]
Ep 058/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:21,  1.52s/it, loss=0.687, mat=0.004, sens=1.368, deg=0.000]
Ep 058/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:19,  1.52s/it, loss=0.687, mat=0.004, sens=1.368, deg=0.000]
Ep 058/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:19,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:19,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:17,  1.53s/it, loss=0.635, mat=0.003, sens=1.266, deg=0.000]
Ep 058/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:15,  1.52s/it, loss=0.635, mat=0.003, sens=1.266, deg=0.000]
Ep 058/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:15,  1.52s/it, loss=0.616, mat=0.003, sens=1.227, deg=0.000]
Ep 058/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:13,  1.52s/it, loss=0.616, mat=0.003, sens=1.227, deg=0.000]
Ep 058/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.52s/it, loss=0.759, mat=0.005, sens=1.511, deg=0.000]
Ep 058/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:12,  1.52s/it, loss=0.759, mat=0.005, sens=1.511, deg=0.000]
Ep 058/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:12,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:10,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  67%|█▎| 178/264 [04:33<02:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  68%|█▎| 179/264 [04:33<02:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  68%|█▎| 180/264 [04:36<02:07,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  69%|█▎| 181/264 [04:36<02:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:05,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  69%|█▍| 182/264 [04:39<02:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  69%|█▍| 183/264 [04:39<02:04,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:04,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:02,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  70%|█▍| 184/264 [04:42<02:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  70%|█▍| 185/264 [04:42<02:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:58,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  70%|█▍| 186/264 [04:45<01:58,  1.52s/it, loss=0.635, mat=0.003, sens=1.266, deg=0.000]
Ep 058/100 [S3:+sens]:  71%|█▍| 187/264 [04:45<01:56,  1.52s/it, loss=0.635, mat=0.003, sens=1.266, deg=0.000]
Ep 058/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:56,  1.52s/it, loss=0.551, mat=0.003, sens=1.097, deg=0.000]
Ep 058/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:55,  1.51s/it, loss=0.551, mat=0.003, sens=1.097, deg=0.000]
Ep 058/100 [S3:+sens]:  71%|█▍| 188/264 [04:48<01:55,  1.51s/it, loss=0.551, mat=0.004, sens=1.088, deg=0.000]
Ep 058/100 [S3:+sens]:  72%|█▍| 189/264 [04:48<01:53,  1.51s/it, loss=0.551, mat=0.004, sens=1.088, deg=0.000]
Ep 058/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:53,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  72%|█▍| 190/264 [04:51<01:51,  1.51s/it, loss=0.692, mat=0.004, sens=1.376, deg=0.000]
Ep 058/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:50,  1.51s/it, loss=0.692, mat=0.004, sens=1.376, deg=0.000]
Ep 058/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:50,  1.51s/it, loss=0.650, mat=0.003, sens=1.265, deg=0.000]
Ep 058/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:49,  1.52s/it, loss=0.650, mat=0.003, sens=1.265, deg=0.000]
Ep 058/100 [S3:+sens]:  73%|█▍| 192/264 [04:54<01:49,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  73%|█▍| 193/264 [04:54<01:47,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:47,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:45,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:45,  1.51s/it, loss=0.710, mat=0.003, sens=1.406, deg=0.000]
Ep 058/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:46,  1.54s/it, loss=0.710, mat=0.003, sens=1.406, deg=0.000]
Ep 058/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:46,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:44,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:44,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:42,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:42,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:41,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:39,  1.52s/it, loss=0.607, mat=0.005, sens=1.207, deg=0.000]
Ep 058/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:37,  1.52s/it, loss=0.607, mat=0.005, sens=1.207, deg=0.000]
Ep 058/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.588, mat=0.004, sens=1.167, deg=0.000]
Ep 058/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.52s/it, loss=0.588, mat=0.004, sens=1.167, deg=0.000]
Ep 058/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.52s/it, loss=0.546, mat=0.003, sens=1.072, deg=0.000]
Ep 058/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:34,  1.52s/it, loss=0.546, mat=0.003, sens=1.072, deg=0.000]
Ep 058/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  77%|█▌| 203/264 [05:11<01:32,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  77%|█▌| 204/264 [05:11<01:31,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:31,  1.52s/it, loss=0.610, mat=0.003, sens=1.214, deg=0.000]
Ep 058/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:29,  1.52s/it, loss=0.610, mat=0.003, sens=1.214, deg=0.000]
Ep 058/100 [S3:+sens]:  78%|█▌| 205/264 [05:14<01:29,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  78%|█▌| 206/264 [05:14<01:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:27,  1.52s/it, loss=0.644, mat=0.004, sens=1.283, deg=0.000]
Ep 058/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:26,  1.51s/it, loss=0.644, mat=0.004, sens=1.283, deg=0.000]
Ep 058/100 [S3:+sens]:  78%|█▌| 207/264 [05:17<01:26,  1.51s/it, loss=0.602, mat=0.002, sens=1.198, deg=0.000]
Ep 058/100 [S3:+sens]:  79%|█▌| 208/264 [05:17<01:24,  1.52s/it, loss=0.602, mat=0.002, sens=1.198, deg=0.000]
Ep 058/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:24,  1.52s/it, loss=0.567, mat=0.003, sens=1.126, deg=0.000]
Ep 058/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.52s/it, loss=0.567, mat=0.003, sens=1.126, deg=0.000]
Ep 058/100 [S3:+sens]:  79%|█▌| 209/264 [05:20<01:23,  1.52s/it, loss=0.541, mat=0.002, sens=1.077, deg=0.000]
Ep 058/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:21,  1.52s/it, loss=0.541, mat=0.002, sens=1.077, deg=0.000]
Ep 058/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  80%|█▌| 211/264 [05:23<01:20,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:19,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  81%|█▌| 213/264 [05:26<01:17,  1.52s/it, loss=0.667, mat=0.003, sens=1.329, deg=0.000]
Ep 058/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:16,  1.54s/it, loss=0.667, mat=0.003, sens=1.329, deg=0.000]
Ep 058/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:16,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:15,  1.53s/it, loss=0.581, mat=0.003, sens=1.157, deg=0.000]
Ep 058/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:13,  1.53s/it, loss=0.581, mat=0.003, sens=1.157, deg=0.000]
Ep 058/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:13,  1.53s/it, loss=0.535, mat=0.003, sens=1.067, deg=0.000]
Ep 058/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:11,  1.52s/it, loss=0.535, mat=0.003, sens=1.067, deg=0.000]
Ep 058/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.52s/it, loss=0.598, mat=0.003, sens=1.193, deg=0.000]
Ep 058/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:06,  1.52s/it, loss=0.598, mat=0.003, sens=1.193, deg=0.000]
Ep 058/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.52s/it, loss=0.653, mat=0.002, sens=1.289, deg=0.000]
Ep 058/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:05,  1.52s/it, loss=0.653, mat=0.002, sens=1.289, deg=0.000]
Ep 058/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.52s/it, loss=0.632, mat=0.003, sens=1.256, deg=0.000]
Ep 058/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:03,  1.51s/it, loss=0.632, mat=0.003, sens=1.256, deg=0.000]
Ep 058/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:02,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.53s/it, loss=0.546, mat=0.004, sens=1.084, deg=0.000]
Ep 058/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:01,  1.53s/it, loss=0.546, mat=0.004, sens=1.084, deg=0.000]
Ep 058/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:01,  1.53s/it, loss=0.683, mat=0.003, sens=1.357, deg=0.000]
Ep 058/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:59,  1.52s/it, loss=0.683, mat=0.003, sens=1.357, deg=0.000]
Ep 058/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.52s/it, loss=0.584, mat=0.002, sens=1.161, deg=0.000]
Ep 058/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.52s/it, loss=0.584, mat=0.002, sens=1.161, deg=0.000]
Ep 058/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.52s/it, loss=0.681, mat=0.003, sens=1.355, deg=0.000]
Ep 058/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:56,  1.52s/it, loss=0.681, mat=0.003, sens=1.355, deg=0.000]
Ep 058/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.52s/it, loss=0.608, mat=0.003, sens=1.200, deg=0.000]
Ep 058/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:55,  1.54s/it, loss=0.608, mat=0.003, sens=1.200, deg=0.000]
Ep 058/100 [S3:+sens]:  86%|█▋| 228/264 [05:49<00:55,  1.54s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  87%|█▋| 229/264 [05:49<00:53,  1.53s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  87%|█▋| 230/264 [05:52<00:51,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:50,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  88%|█▊| 232/264 [05:55<00:48,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:47,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:45,  1.52s/it, loss=0.612, mat=0.003, sens=1.218, deg=0.000]
Ep 058/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.52s/it, loss=0.612, mat=0.003, sens=1.218, deg=0.000]
Ep 058/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.52s/it, loss=0.597, mat=0.004, sens=1.187, deg=0.000]
Ep 058/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:42,  1.52s/it, loss=0.597, mat=0.004, sens=1.187, deg=0.000]
Ep 058/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:42,  1.52s/it, loss=0.527, mat=0.003, sens=1.046, deg=0.000]
Ep 058/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:40,  1.52s/it, loss=0.527, mat=0.003, sens=1.046, deg=0.000]
Ep 058/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:40,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.52s/it, loss=0.605, mat=0.004, sens=1.204, deg=0.000]
Ep 058/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:37,  1.52s/it, loss=0.605, mat=0.004, sens=1.204, deg=0.000]
Ep 058/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:37,  1.52s/it, loss=0.540, mat=0.004, sens=1.074, deg=0.000]
Ep 058/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.54s/it, loss=0.540, mat=0.004, sens=1.074, deg=0.000]
Ep 058/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.54s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:35,  1.53s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:35,  1.53s/it, loss=0.501, mat=0.002, sens=0.997, deg=0.000]
Ep 058/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.501, mat=0.002, sens=0.997, deg=0.000]
Ep 058/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.492, mat=0.005, sens=0.977, deg=0.000]
Ep 058/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.492, mat=0.005, sens=0.977, deg=0.000]
Ep 058/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.51s/it, loss=0.549, mat=0.004, sens=1.085, deg=0.000]
Ep 058/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.51s/it, loss=0.549, mat=0.004, sens=1.085, deg=0.000]
Ep 058/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.51s/it, loss=0.539, mat=0.003, sens=1.074, deg=0.000]
Ep 058/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.539, mat=0.003, sens=1.074, deg=0.000]
Ep 058/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  95%|█▉| 250/264 [06:20<00:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.568, mat=0.003, sens=1.130, deg=0.000]
Ep 058/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.568, mat=0.003, sens=1.130, deg=0.000]
Ep 058/100 [S3:+sens]:  95%|█▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.518, mat=0.003, sens=1.030, deg=0.000]
Ep 058/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.518, mat=0.003, sens=1.030, deg=0.000]
Ep 058/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.51s/it, loss=0.544, mat=0.003, sens=1.082, deg=0.000]
Ep 058/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.51s/it, loss=0.544, mat=0.003, sens=1.082, deg=0.000]
Ep 058/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.51s/it, loss=0.521, mat=0.003, sens=1.036, deg=0.000]
Ep 058/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.521, mat=0.003, sens=1.036, deg=0.000]
Ep 058/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.51s/it, loss=0.550, mat=0.003, sens=1.094, deg=0.000]
Ep 058/100 [S3:+sens]:  98%|█▉| 258/264 [06:33<00:09,  1.54s/it, loss=0.550, mat=0.003, sens=1.094, deg=0.000]
Ep 058/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 058/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.595, mat=0.003, sens=1.187, deg=0.000]
Ep 058/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.595, mat=0.003, sens=1.187, deg=0.000]
Ep 058/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.525, mat=0.003, sens=1.045, deg=0.000]
Ep 058/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.525, mat=0.003, sens=1.045, deg=0.000]
Ep 058/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.554, mat=0.004, sens=1.102, deg=0.000]
Ep 058/100 [S3:+sens]: 100%|██| 264/264 [06:42<00:00,  1.52s/it, loss=0.554, mat=0.004, sens=1.102, deg=0.000]
                                                                                                              
Epoch 058/100 [S3:+sens]  loss=0.3404  mat=0.0032  sens=0.6724  deg=0.0010  orth=0.0023  α=0.5 β=0.5 γ=0.3  402s

Ep 059/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 059/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.589, mat=0.003, sens=1.173, deg=0.000]
Ep 059/100 [S3:+sens]:   0%|    | 1/264 [00:02<08:51,  2.02s/it, loss=0.589, mat=0.003, sens=1.173, deg=0.000]
Ep 059/100 [S3:+sens]:   0%|    | 1/264 [00:03<08:51,  2.02s/it, loss=0.586, mat=0.003, sens=1.165, deg=0.000]
Ep 059/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:31,  1.72s/it, loss=0.586, mat=0.003, sens=1.165, deg=0.000]
Ep 059/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:31,  1.72s/it, loss=0.579, mat=0.003, sens=1.149, deg=0.000]
Ep 059/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:03,  1.62s/it, loss=0.579, mat=0.003, sens=1.149, deg=0.000]
Ep 059/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:03,  1.62s/it, loss=0.557, mat=0.003, sens=1.105, deg=0.000]
Ep 059/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:49,  1.57s/it, loss=0.557, mat=0.003, sens=1.105, deg=0.000]
Ep 059/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:49,  1.57s/it, loss=0.575, mat=0.003, sens=1.144, deg=0.000]
Ep 059/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:41,  1.55s/it, loss=0.575, mat=0.003, sens=1.144, deg=0.000]
Ep 059/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:41,  1.55s/it, loss=0.568, mat=0.003, sens=1.131, deg=0.000]
Ep 059/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:35,  1.53s/it, loss=0.568, mat=0.003, sens=1.131, deg=0.000]
Ep 059/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:35,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:32,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:29,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:29,  1.52s/it, loss=0.557, mat=0.004, sens=1.106, deg=0.000]
Ep 059/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:26,  1.52s/it, loss=0.557, mat=0.004, sens=1.106, deg=0.000]
Ep 059/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:26,  1.52s/it, loss=0.562, mat=0.003, sens=1.117, deg=0.000]
Ep 059/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:27,  1.52s/it, loss=0.562, mat=0.003, sens=1.117, deg=0.000]
Ep 059/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:24,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:31,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:31,  1.55s/it, loss=0.516, mat=0.003, sens=1.027, deg=0.000]
Ep 059/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:25,  1.54s/it, loss=0.516, mat=0.003, sens=1.027, deg=0.000]
Ep 059/100 [S3:+sens]:   5%|▏  | 13/264 [00:21<06:25,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   5%|▏  | 14/264 [00:21<06:22,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:22,  1.53s/it, loss=0.553, mat=0.003, sens=1.099, deg=0.000]
Ep 059/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:19,  1.53s/it, loss=0.553, mat=0.003, sens=1.099, deg=0.000]
Ep 059/100 [S3:+sens]:   6%|▏  | 15/264 [00:24<06:19,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   6%|▏  | 16/264 [00:24<06:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:16,  1.52s/it, loss=0.494, mat=0.004, sens=0.980, deg=0.000]
Ep 059/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:14,  1.52s/it, loss=0.494, mat=0.004, sens=0.980, deg=0.000]
Ep 059/100 [S3:+sens]:   6%|▏  | 17/264 [00:27<06:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   7%|▏  | 18/264 [00:27<06:12,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:12,  1.51s/it, loss=0.525, mat=0.003, sens=1.042, deg=0.000]
Ep 059/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:10,  1.51s/it, loss=0.525, mat=0.003, sens=1.042, deg=0.000]
Ep 059/100 [S3:+sens]:   7%|▏  | 19/264 [00:30<06:10,  1.51s/it, loss=0.516, mat=0.003, sens=1.026, deg=0.000]
Ep 059/100 [S3:+sens]:   8%|▏  | 20/264 [00:30<06:08,  1.51s/it, loss=0.516, mat=0.003, sens=1.026, deg=0.000]
Ep 059/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:08,  1.51s/it, loss=0.475, mat=0.004, sens=0.945, deg=0.000]
Ep 059/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:06,  1.51s/it, loss=0.475, mat=0.004, sens=0.945, deg=0.000]
Ep 059/100 [S3:+sens]:   8%|▏  | 21/264 [00:33<06:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   8%|▎  | 22/264 [00:33<06:05,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:05,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:   9%|▎  | 23/264 [00:36<06:03,  1.51s/it, loss=0.592, mat=0.004, sens=1.179, deg=0.000]
Ep 059/100 [S3:+sens]:   9%|▎  | 24/264 [00:36<06:02,  1.51s/it, loss=0.592, mat=0.004, sens=1.179, deg=0.000]
Ep 059/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:02,  1.51s/it, loss=0.559, mat=0.003, sens=1.114, deg=0.000]
Ep 059/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:00,  1.51s/it, loss=0.559, mat=0.003, sens=1.114, deg=0.000]
Ep 059/100 [S3:+sens]:   9%|▎  | 25/264 [00:39<06:00,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  10%|▎  | 26/264 [00:39<06:04,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  10%|▎  | 27/264 [00:42<06:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  11%|▎  | 28/264 [00:42<05:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:59,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<05:56,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<05:56,  1.52s/it, loss=0.536, mat=0.002, sens=1.069, deg=0.000]
Ep 059/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:54,  1.52s/it, loss=0.536, mat=0.002, sens=1.069, deg=0.000]
Ep 059/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:54,  1.52s/it, loss=0.542, mat=0.004, sens=1.078, deg=0.000]
Ep 059/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:52,  1.51s/it, loss=0.542, mat=0.004, sens=1.078, deg=0.000]
Ep 059/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:52,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:50,  1.51s/it, loss=0.557, mat=0.003, sens=1.109, deg=0.000]
Ep 059/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:49,  1.51s/it, loss=0.557, mat=0.003, sens=1.109, deg=0.000]
Ep 059/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:49,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  13%|▍  | 34/264 [00:53<05:49,  1.52s/it, loss=0.663, mat=0.004, sens=1.318, deg=0.000]
Ep 059/100 [S3:+sens]:  13%|▍  | 35/264 [00:53<05:48,  1.52s/it, loss=0.663, mat=0.004, sens=1.318, deg=0.000]
Ep 059/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  14%|▍  | 36/264 [00:56<05:46,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  14%|▍  | 37/264 [00:56<05:44,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:44,  1.52s/it, loss=0.566, mat=0.003, sens=1.127, deg=0.000]
Ep 059/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:47,  1.54s/it, loss=0.566, mat=0.003, sens=1.127, deg=0.000]
Ep 059/100 [S3:+sens]:  14%|▍  | 38/264 [00:59<05:47,  1.54s/it, loss=0.665, mat=0.003, sens=1.316, deg=0.000]
Ep 059/100 [S3:+sens]:  15%|▍  | 39/264 [00:59<05:44,  1.53s/it, loss=0.665, mat=0.003, sens=1.316, deg=0.000]
Ep 059/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:44,  1.53s/it, loss=0.652, mat=0.003, sens=1.293, deg=0.000]
Ep 059/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:41,  1.52s/it, loss=0.652, mat=0.003, sens=1.293, deg=0.000]
Ep 059/100 [S3:+sens]:  15%|▍  | 40/264 [01:02<05:41,  1.52s/it, loss=0.711, mat=0.004, sens=1.418, deg=0.000]
Ep 059/100 [S3:+sens]:  16%|▍  | 41/264 [01:02<05:38,  1.52s/it, loss=0.711, mat=0.004, sens=1.418, deg=0.000]
Ep 059/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:38,  1.52s/it, loss=0.719, mat=0.005, sens=1.432, deg=0.000]
Ep 059/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:36,  1.52s/it, loss=0.719, mat=0.005, sens=1.432, deg=0.000]
Ep 059/100 [S3:+sens]:  16%|▍  | 42/264 [01:05<05:36,  1.52s/it, loss=0.648, mat=0.002, sens=1.293, deg=0.000]
Ep 059/100 [S3:+sens]:  16%|▍  | 43/264 [01:05<05:35,  1.52s/it, loss=0.648, mat=0.002, sens=1.293, deg=0.000]
Ep 059/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  17%|▌  | 44/264 [01:08<05:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  17%|▌  | 45/264 [01:08<05:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  17%|▌  | 46/264 [01:11<05:30,  1.51s/it, loss=0.630, mat=0.003, sens=1.257, deg=0.000]
Ep 059/100 [S3:+sens]:  18%|▌  | 47/264 [01:11<05:28,  1.51s/it, loss=0.630, mat=0.003, sens=1.257, deg=0.000]
Ep 059/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:28,  1.51s/it, loss=0.728, mat=0.005, sens=1.450, deg=0.000]
Ep 059/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:27,  1.51s/it, loss=0.728, mat=0.005, sens=1.450, deg=0.000]
Ep 059/100 [S3:+sens]:  18%|▌  | 48/264 [01:14<05:27,  1.51s/it, loss=0.641, mat=0.003, sens=1.278, deg=0.000]
Ep 059/100 [S3:+sens]:  19%|▌  | 49/264 [01:14<05:26,  1.52s/it, loss=0.641, mat=0.003, sens=1.278, deg=0.000]
Ep 059/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:26,  1.52s/it, loss=0.664, mat=0.003, sens=1.324, deg=0.000]
Ep 059/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:24,  1.52s/it, loss=0.664, mat=0.003, sens=1.324, deg=0.000]
Ep 059/100 [S3:+sens]:  19%|▌  | 50/264 [01:17<05:24,  1.52s/it, loss=0.603, mat=0.002, sens=1.201, deg=0.000]
Ep 059/100 [S3:+sens]:  19%|▌  | 51/264 [01:17<05:22,  1.52s/it, loss=0.603, mat=0.002, sens=1.201, deg=0.000]
Ep 059/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:22,  1.52s/it, loss=0.648, mat=0.003, sens=1.288, deg=0.000]
Ep 059/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:21,  1.51s/it, loss=0.648, mat=0.003, sens=1.288, deg=0.000]
Ep 059/100 [S3:+sens]:  20%|▌  | 52/264 [01:20<05:21,  1.51s/it, loss=0.590, mat=0.004, sens=1.174, deg=0.000]
Ep 059/100 [S3:+sens]:  20%|▌  | 53/264 [01:20<05:19,  1.51s/it, loss=0.590, mat=0.004, sens=1.174, deg=0.000]
Ep 059/100 [S3:+sens]:  20%|▌  | 53/264 [01:22<05:19,  1.51s/it, loss=0.709, mat=0.003, sens=1.413, deg=0.000]
Ep 059/100 [S3:+sens]:  20%|▌  | 54/264 [01:22<05:17,  1.51s/it, loss=0.709, mat=0.003, sens=1.413, deg=0.000]
Ep 059/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:17,  1.51s/it, loss=0.626, mat=0.003, sens=1.244, deg=0.000]
Ep 059/100 [S3:+sens]:  21%|▋  | 55/264 [01:23<05:16,  1.51s/it, loss=0.626, mat=0.003, sens=1.244, deg=0.000]
Ep 059/100 [S3:+sens]:  21%|▋  | 55/264 [01:25<05:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  21%|▋  | 56/264 [01:25<05:19,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:19,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:16,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  22%|▋  | 57/264 [01:28<05:16,  1.53s/it, loss=0.622, mat=0.003, sens=1.238, deg=0.000]
Ep 059/100 [S3:+sens]:  22%|▋  | 58/264 [01:28<05:15,  1.53s/it, loss=0.622, mat=0.003, sens=1.238, deg=0.000]
Ep 059/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:15,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:13,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  22%|▋  | 59/264 [01:31<05:13,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  23%|▋  | 60/264 [01:31<05:11,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:11,  1.53s/it, loss=0.699, mat=0.003, sens=1.395, deg=0.000]
Ep 059/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:08,  1.52s/it, loss=0.699, mat=0.003, sens=1.395, deg=0.000]
Ep 059/100 [S3:+sens]:  23%|▋  | 61/264 [01:34<05:08,  1.52s/it, loss=0.630, mat=0.004, sens=1.255, deg=0.000]
Ep 059/100 [S3:+sens]:  23%|▋  | 62/264 [01:34<05:06,  1.52s/it, loss=0.630, mat=0.004, sens=1.255, deg=0.000]
Ep 059/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:06,  1.52s/it, loss=0.610, mat=0.003, sens=1.216, deg=0.000]
Ep 059/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:05,  1.52s/it, loss=0.610, mat=0.003, sens=1.216, deg=0.000]
Ep 059/100 [S3:+sens]:  24%|▋  | 63/264 [01:37<05:05,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  24%|▋  | 64/264 [01:37<05:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:03,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.010]
Ep 059/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:01,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.010]
Ep 059/100 [S3:+sens]:  25%|▋  | 65/264 [01:40<05:01,  1.52s/it, loss=0.666, mat=0.003, sens=1.329, deg=0.000]
Ep 059/100 [S3:+sens]:  25%|▊  | 66/264 [01:40<05:00,  1.52s/it, loss=0.666, mat=0.003, sens=1.329, deg=0.000]
Ep 059/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:00,  1.52s/it, loss=0.600, mat=0.004, sens=1.195, deg=0.000]
Ep 059/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<04:58,  1.52s/it, loss=0.600, mat=0.004, sens=1.195, deg=0.000]
Ep 059/100 [S3:+sens]:  25%|▊  | 67/264 [01:43<04:58,  1.52s/it, loss=0.613, mat=0.003, sens=1.222, deg=0.000]
Ep 059/100 [S3:+sens]:  26%|▊  | 68/264 [01:43<04:57,  1.52s/it, loss=0.613, mat=0.003, sens=1.222, deg=0.000]
Ep 059/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:55,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  26%|▊  | 69/264 [01:46<04:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  27%|▊  | 70/264 [01:46<04:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  27%|▊  | 70/264 [01:48<04:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  27%|▊  | 71/264 [01:48<04:57,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:57,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  27%|▊  | 72/264 [01:49<04:53,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  27%|▊  | 72/264 [01:51<04:53,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  28%|▊  | 73/264 [01:51<04:51,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:51,  1.53s/it, loss=0.606, mat=0.004, sens=1.204, deg=0.000]
Ep 059/100 [S3:+sens]:  28%|▊  | 74/264 [01:52<04:49,  1.52s/it, loss=0.606, mat=0.004, sens=1.204, deg=0.000]
Ep 059/100 [S3:+sens]:  28%|▊  | 74/264 [01:54<04:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  28%|▊  | 75/264 [01:54<04:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:48,  1.53s/it, loss=0.627, mat=0.004, sens=1.245, deg=0.000]
Ep 059/100 [S3:+sens]:  29%|▊  | 76/264 [01:55<04:46,  1.52s/it, loss=0.627, mat=0.004, sens=1.245, deg=0.000]
Ep 059/100 [S3:+sens]:  29%|▊  | 76/264 [01:57<04:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  29%|▉  | 77/264 [01:57<04:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:44,  1.52s/it, loss=0.659, mat=0.003, sens=1.313, deg=0.000]
Ep 059/100 [S3:+sens]:  30%|▉  | 78/264 [01:58<04:42,  1.52s/it, loss=0.659, mat=0.003, sens=1.313, deg=0.000]
Ep 059/100 [S3:+sens]:  30%|▉  | 78/264 [02:00<04:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  30%|▉  | 79/264 [02:00<04:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:40,  1.52s/it, loss=0.574, mat=0.003, sens=1.144, deg=0.000]
Ep 059/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:39,  1.52s/it, loss=0.574, mat=0.003, sens=1.144, deg=0.000]
Ep 059/100 [S3:+sens]:  30%|▉  | 80/264 [02:03<04:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  31%|▉  | 81/264 [02:03<04:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:37,  1.52s/it, loss=0.598, mat=0.004, sens=1.193, deg=0.000]
Ep 059/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:37,  1.53s/it, loss=0.598, mat=0.004, sens=1.193, deg=0.000]
Ep 059/100 [S3:+sens]:  31%|▉  | 82/264 [02:06<04:37,  1.53s/it, loss=0.567, mat=0.003, sens=1.129, deg=0.000]
Ep 059/100 [S3:+sens]:  31%|▉  | 83/264 [02:06<04:40,  1.55s/it, loss=0.567, mat=0.003, sens=1.129, deg=0.000]
Ep 059/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:40,  1.55s/it, loss=0.628, mat=0.005, sens=1.217, deg=0.000]
Ep 059/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:37,  1.54s/it, loss=0.628, mat=0.005, sens=1.217, deg=0.000]
Ep 059/100 [S3:+sens]:  32%|▉  | 84/264 [02:09<04:37,  1.54s/it, loss=0.655, mat=0.003, sens=1.305, deg=0.000]
Ep 059/100 [S3:+sens]:  32%|▉  | 85/264 [02:09<04:34,  1.53s/it, loss=0.655, mat=0.003, sens=1.305, deg=0.000]
Ep 059/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:34,  1.53s/it, loss=0.597, mat=0.003, sens=1.188, deg=0.000]
Ep 059/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:31,  1.53s/it, loss=0.597, mat=0.003, sens=1.188, deg=0.000]
Ep 059/100 [S3:+sens]:  33%|▉  | 86/264 [02:12<04:31,  1.53s/it, loss=0.610, mat=0.003, sens=1.215, deg=0.000]
Ep 059/100 [S3:+sens]:  33%|▉  | 87/264 [02:12<04:29,  1.52s/it, loss=0.610, mat=0.003, sens=1.215, deg=0.000]
Ep 059/100 [S3:+sens]:  33%|▉  | 87/264 [02:14<04:29,  1.52s/it, loss=0.637, mat=0.004, sens=1.269, deg=0.000]
Ep 059/100 [S3:+sens]:  33%|█  | 88/264 [02:14<04:27,  1.52s/it, loss=0.637, mat=0.004, sens=1.269, deg=0.000]
Ep 059/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:27,  1.52s/it, loss=0.609, mat=0.003, sens=1.214, deg=0.000]
Ep 059/100 [S3:+sens]:  34%|█  | 89/264 [02:15<04:25,  1.52s/it, loss=0.609, mat=0.003, sens=1.214, deg=0.000]
Ep 059/100 [S3:+sens]:  34%|█  | 89/264 [02:17<04:25,  1.52s/it, loss=0.552, mat=0.002, sens=1.101, deg=0.000]
Ep 059/100 [S3:+sens]:  34%|█  | 90/264 [02:17<04:24,  1.52s/it, loss=0.552, mat=0.002, sens=1.101, deg=0.000]
Ep 059/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:24,  1.52s/it, loss=0.575, mat=0.003, sens=1.146, deg=0.000]
Ep 059/100 [S3:+sens]:  34%|█  | 91/264 [02:18<04:22,  1.52s/it, loss=0.575, mat=0.003, sens=1.146, deg=0.000]
Ep 059/100 [S3:+sens]:  34%|█  | 91/264 [02:20<04:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  35%|█  | 92/264 [02:20<04:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  35%|█  | 93/264 [02:21<04:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  35%|█  | 93/264 [02:23<04:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.003]
Ep 059/100 [S3:+sens]:  36%|█  | 94/264 [02:23<04:17,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.003]
Ep 059/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:17,  1.51s/it, loss=0.657, mat=0.004, sens=1.310, deg=0.000]
Ep 059/100 [S3:+sens]:  36%|█  | 95/264 [02:24<04:16,  1.52s/it, loss=0.657, mat=0.004, sens=1.310, deg=0.000]
Ep 059/100 [S3:+sens]:  36%|█  | 95/264 [02:26<04:16,  1.52s/it, loss=0.661, mat=0.003, sens=1.319, deg=0.000]
Ep 059/100 [S3:+sens]:  36%|█  | 96/264 [02:26<04:14,  1.52s/it, loss=0.661, mat=0.003, sens=1.319, deg=0.000]
Ep 059/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:14,  1.52s/it, loss=0.529, mat=0.002, sens=1.053, deg=0.000]
Ep 059/100 [S3:+sens]:  37%|█  | 97/264 [02:27<04:13,  1.52s/it, loss=0.529, mat=0.002, sens=1.053, deg=0.000]
Ep 059/100 [S3:+sens]:  37%|█  | 97/264 [02:29<04:13,  1.52s/it, loss=0.551, mat=0.002, sens=1.099, deg=0.001]
Ep 059/100 [S3:+sens]:  37%|█  | 98/264 [02:29<04:11,  1.51s/it, loss=0.551, mat=0.002, sens=1.099, deg=0.001]
Ep 059/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  38%|█▏ | 99/264 [02:30<04:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  38%|█▏ | 99/264 [02:32<04:09,  1.51s/it, loss=0.651, mat=0.005, sens=1.290, deg=0.001]
Ep 059/100 [S3:+sens]:  38%|▊ | 100/264 [02:32<04:08,  1.51s/it, loss=0.651, mat=0.005, sens=1.290, deg=0.001]
Ep 059/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:10,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  38%|▊ | 101/264 [02:35<04:10,  1.54s/it, loss=0.453, mat=0.002, sens=0.904, deg=0.001]
Ep 059/100 [S3:+sens]:  39%|▊ | 102/264 [02:35<04:08,  1.53s/it, loss=0.453, mat=0.002, sens=0.904, deg=0.001]
Ep 059/100 [S3:+sens]:  39%|▊ | 102/264 [02:37<04:08,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  39%|▊ | 103/264 [02:37<04:05,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:05,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  39%|▊ | 104/264 [02:38<04:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  39%|▊ | 104/264 [02:40<04:03,  1.52s/it, loss=0.541, mat=0.004, sens=1.076, deg=0.001]
Ep 059/100 [S3:+sens]:  40%|▊ | 105/264 [02:40<04:02,  1.52s/it, loss=0.541, mat=0.004, sens=1.076, deg=0.001]
Ep 059/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:02,  1.52s/it, loss=0.592, mat=0.004, sens=1.178, deg=0.001]
Ep 059/100 [S3:+sens]:  40%|▊ | 106/264 [02:41<04:01,  1.53s/it, loss=0.592, mat=0.004, sens=1.178, deg=0.001]
Ep 059/100 [S3:+sens]:  40%|▊ | 106/264 [02:43<04:01,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.002]
Ep 059/100 [S3:+sens]:  41%|▊ | 107/264 [02:43<04:00,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.002]
Ep 059/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<04:00,  1.53s/it, loss=0.581, mat=0.003, sens=1.158, deg=0.001]
Ep 059/100 [S3:+sens]:  41%|▊ | 108/264 [02:44<03:57,  1.52s/it, loss=0.581, mat=0.003, sens=1.158, deg=0.001]
Ep 059/100 [S3:+sens]:  41%|▊ | 108/264 [02:46<03:57,  1.52s/it, loss=0.597, mat=0.003, sens=1.189, deg=0.000]
Ep 059/100 [S3:+sens]:  41%|▊ | 109/264 [02:46<03:55,  1.52s/it, loss=0.597, mat=0.003, sens=1.189, deg=0.000]
Ep 059/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  42%|▊ | 110/264 [02:47<03:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  42%|▊ | 110/264 [02:49<03:53,  1.52s/it, loss=0.610, mat=0.004, sens=1.214, deg=0.000]
Ep 059/100 [S3:+sens]:  42%|▊ | 111/264 [02:49<03:52,  1.52s/it, loss=0.610, mat=0.004, sens=1.214, deg=0.000]
Ep 059/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  42%|▊ | 112/264 [02:50<03:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  42%|▊ | 112/264 [02:52<03:50,  1.51s/it, loss=0.678, mat=0.002, sens=1.352, deg=0.000]
Ep 059/100 [S3:+sens]:  43%|▊ | 113/264 [02:52<03:48,  1.51s/it, loss=0.678, mat=0.002, sens=1.352, deg=0.000]
Ep 059/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:48,  1.51s/it, loss=0.618, mat=0.003, sens=1.231, deg=0.000]
Ep 059/100 [S3:+sens]:  43%|▊ | 114/264 [02:53<03:47,  1.51s/it, loss=0.618, mat=0.003, sens=1.231, deg=0.000]
Ep 059/100 [S3:+sens]:  43%|▊ | 114/264 [02:55<03:47,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  44%|▊ | 115/264 [02:55<03:49,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:49,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  44%|▉ | 116/264 [02:56<03:46,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  44%|▉ | 116/264 [02:58<03:46,  1.53s/it, loss=0.627, mat=0.003, sens=1.245, deg=0.000]
Ep 059/100 [S3:+sens]:  44%|▉ | 117/264 [02:58<03:44,  1.53s/it, loss=0.627, mat=0.003, sens=1.245, deg=0.000]
Ep 059/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  45%|▉ | 118/264 [02:59<03:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  45%|▉ | 119/264 [03:01<03:40,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:40,  1.52s/it, loss=0.582, mat=0.003, sens=1.160, deg=0.000]
Ep 059/100 [S3:+sens]:  45%|▉ | 120/264 [03:02<03:38,  1.52s/it, loss=0.582, mat=0.003, sens=1.160, deg=0.000]
Ep 059/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:38,  1.52s/it, loss=0.613, mat=0.002, sens=1.223, deg=0.000]
Ep 059/100 [S3:+sens]:  46%|▉ | 121/264 [03:04<03:37,  1.52s/it, loss=0.613, mat=0.002, sens=1.223, deg=0.000]
Ep 059/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  46%|▉ | 122/264 [03:05<03:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:35,  1.52s/it, loss=0.561, mat=0.002, sens=1.119, deg=0.000]
Ep 059/100 [S3:+sens]:  47%|▉ | 123/264 [03:07<03:33,  1.52s/it, loss=0.561, mat=0.002, sens=1.119, deg=0.000]
Ep 059/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:33,  1.52s/it, loss=0.627, mat=0.003, sens=1.250, deg=0.000]
Ep 059/100 [S3:+sens]:  47%|▉ | 124/264 [03:08<03:32,  1.52s/it, loss=0.627, mat=0.003, sens=1.250, deg=0.000]
Ep 059/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:32,  1.52s/it, loss=0.654, mat=0.004, sens=1.303, deg=0.000]
Ep 059/100 [S3:+sens]:  47%|▉ | 125/264 [03:10<03:30,  1.52s/it, loss=0.654, mat=0.004, sens=1.303, deg=0.000]
Ep 059/100 [S3:+sens]:  47%|▉ | 125/264 [03:12<03:30,  1.52s/it, loss=0.680, mat=0.004, sens=1.354, deg=0.000]
Ep 059/100 [S3:+sens]:  48%|▉ | 126/264 [03:12<03:29,  1.52s/it, loss=0.680, mat=0.004, sens=1.354, deg=0.000]
Ep 059/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:29,  1.52s/it, loss=0.690, mat=0.004, sens=1.375, deg=0.000]
Ep 059/100 [S3:+sens]:  48%|▉ | 127/264 [03:13<03:30,  1.54s/it, loss=0.690, mat=0.004, sens=1.375, deg=0.000]
Ep 059/100 [S3:+sens]:  48%|▉ | 127/264 [03:15<03:30,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  48%|▉ | 128/264 [03:15<03:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  49%|▉ | 129/264 [03:16<03:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  49%|▉ | 129/264 [03:18<03:25,  1.52s/it, loss=0.713, mat=0.002, sens=1.417, deg=0.000]
Ep 059/100 [S3:+sens]:  49%|▉ | 130/264 [03:18<03:23,  1.52s/it, loss=0.713, mat=0.002, sens=1.417, deg=0.000]
Ep 059/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  50%|▉ | 131/264 [03:19<03:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  50%|▉ | 131/264 [03:21<03:23,  1.53s/it, loss=0.714, mat=0.002, sens=1.425, deg=0.000]
Ep 059/100 [S3:+sens]:  50%|█ | 132/264 [03:21<03:21,  1.53s/it, loss=0.714, mat=0.002, sens=1.425, deg=0.000]
Ep 059/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:21,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  50%|█ | 133/264 [03:22<03:19,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  50%|█ | 133/264 [03:24<03:19,  1.52s/it, loss=0.764, mat=0.003, sens=1.524, deg=0.000]
Ep 059/100 [S3:+sens]:  51%|█ | 134/264 [03:24<03:17,  1.52s/it, loss=0.764, mat=0.003, sens=1.524, deg=0.000]
Ep 059/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:17,  1.52s/it, loss=0.794, mat=0.002, sens=1.584, deg=0.000]
Ep 059/100 [S3:+sens]:  51%|█ | 135/264 [03:25<03:15,  1.52s/it, loss=0.794, mat=0.002, sens=1.584, deg=0.000]
Ep 059/100 [S3:+sens]:  51%|█ | 135/264 [03:27<03:15,  1.52s/it, loss=0.742, mat=0.005, sens=1.479, deg=0.000]
Ep 059/100 [S3:+sens]:  52%|█ | 136/264 [03:27<03:13,  1.52s/it, loss=0.742, mat=0.005, sens=1.479, deg=0.000]
Ep 059/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:13,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  52%|█ | 137/264 [03:28<03:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:12,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  52%|█ | 138/264 [03:30<03:11,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:11,  1.52s/it, loss=0.782, mat=0.003, sens=1.560, deg=0.000]
Ep 059/100 [S3:+sens]:  53%|█ | 139/264 [03:31<03:09,  1.51s/it, loss=0.782, mat=0.003, sens=1.560, deg=0.000]
Ep 059/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:09,  1.51s/it, loss=0.823, mat=0.003, sens=1.643, deg=0.000]
Ep 059/100 [S3:+sens]:  53%|█ | 140/264 [03:33<03:07,  1.52s/it, loss=0.823, mat=0.003, sens=1.643, deg=0.000]
Ep 059/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:07,  1.52s/it, loss=0.852, mat=0.003, sens=1.700, deg=0.000]
Ep 059/100 [S3:+sens]:  53%|█ | 141/264 [03:34<03:06,  1.51s/it, loss=0.852, mat=0.003, sens=1.700, deg=0.000]
Ep 059/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:06,  1.51s/it, loss=0.710, mat=0.003, sens=1.414, deg=0.000]
Ep 059/100 [S3:+sens]:  54%|█ | 142/264 [03:36<03:04,  1.51s/it, loss=0.710, mat=0.003, sens=1.414, deg=0.000]
Ep 059/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:04,  1.51s/it, loss=0.924, mat=0.003, sens=1.842, deg=0.000]
Ep 059/100 [S3:+sens]:  54%|█ | 143/264 [03:37<03:03,  1.51s/it, loss=0.924, mat=0.003, sens=1.842, deg=0.000]
Ep 059/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:03,  1.51s/it, loss=0.780, mat=0.002, sens=1.557, deg=0.000]
Ep 059/100 [S3:+sens]:  55%|█ | 144/264 [03:39<03:01,  1.51s/it, loss=0.780, mat=0.002, sens=1.557, deg=0.000]
Ep 059/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:01,  1.51s/it, loss=0.725, mat=0.003, sens=1.446, deg=0.000]
Ep 059/100 [S3:+sens]:  55%|█ | 145/264 [03:40<03:03,  1.54s/it, loss=0.725, mat=0.003, sens=1.446, deg=0.000]
Ep 059/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:03,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  55%|█ | 146/264 [03:42<03:00,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  55%|█ | 146/264 [03:44<03:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  56%|█ | 147/264 [03:44<02:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  56%|█ | 148/264 [03:45<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  56%|█ | 148/264 [03:47<02:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  56%|█▏| 149/264 [03:47<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:54,  1.52s/it, loss=0.785, mat=0.003, sens=1.566, deg=0.000]
Ep 059/100 [S3:+sens]:  57%|█▏| 150/264 [03:48<02:52,  1.52s/it, loss=0.785, mat=0.003, sens=1.566, deg=0.000]
Ep 059/100 [S3:+sens]:  57%|█▏| 150/264 [03:50<02:52,  1.52s/it, loss=0.698, mat=0.002, sens=1.393, deg=0.000]
Ep 059/100 [S3:+sens]:  57%|█▏| 151/264 [03:50<02:51,  1.52s/it, loss=0.698, mat=0.002, sens=1.393, deg=0.000]
Ep 059/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:51,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  58%|█▏| 152/264 [03:51<02:49,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  58%|█▏| 152/264 [03:53<02:49,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  58%|█▏| 153/264 [03:53<02:48,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  58%|█▏| 154/264 [03:54<02:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  58%|█▏| 154/264 [03:56<02:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  59%|█▏| 155/264 [03:56<02:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:46,  1.52s/it, loss=0.673, mat=0.004, sens=1.342, deg=0.000]
Ep 059/100 [S3:+sens]:  59%|█▏| 156/264 [03:57<02:44,  1.52s/it, loss=0.673, mat=0.004, sens=1.342, deg=0.000]
Ep 059/100 [S3:+sens]:  59%|█▏| 156/264 [03:59<02:44,  1.52s/it, loss=0.672, mat=0.003, sens=1.340, deg=0.000]
Ep 059/100 [S3:+sens]:  59%|█▏| 157/264 [03:59<02:42,  1.52s/it, loss=0.672, mat=0.003, sens=1.340, deg=0.000]
Ep 059/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:42,  1.52s/it, loss=0.718, mat=0.004, sens=1.431, deg=0.000]
Ep 059/100 [S3:+sens]:  60%|█▏| 158/264 [04:00<02:41,  1.52s/it, loss=0.718, mat=0.004, sens=1.431, deg=0.000]
Ep 059/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:41,  1.52s/it, loss=0.677, mat=0.004, sens=1.349, deg=0.000]
Ep 059/100 [S3:+sens]:  60%|█▏| 159/264 [04:02<02:39,  1.52s/it, loss=0.677, mat=0.004, sens=1.349, deg=0.000]
Ep 059/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  61%|█▏| 160/264 [04:03<02:40,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:40,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  61%|█▏| 161/264 [04:05<02:38,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:38,  1.54s/it, loss=0.610, mat=0.004, sens=1.212, deg=0.002]
Ep 059/100 [S3:+sens]:  61%|█▏| 162/264 [04:06<02:36,  1.53s/it, loss=0.610, mat=0.004, sens=1.212, deg=0.002]
Ep 059/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:36,  1.53s/it, loss=0.591, mat=0.002, sens=1.178, deg=0.002]
Ep 059/100 [S3:+sens]:  62%|█▏| 163/264 [04:08<02:34,  1.53s/it, loss=0.591, mat=0.002, sens=1.178, deg=0.002]
Ep 059/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:34,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  62%|█▏| 164/264 [04:09<02:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:32,  1.53s/it, loss=0.634, mat=0.003, sens=1.266, deg=0.000]
Ep 059/100 [S3:+sens]:  62%|█▎| 165/264 [04:11<02:31,  1.53s/it, loss=0.634, mat=0.003, sens=1.266, deg=0.000]
Ep 059/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:31,  1.53s/it, loss=0.583, mat=0.002, sens=1.162, deg=0.000]
Ep 059/100 [S3:+sens]:  63%|█▎| 166/264 [04:12<02:29,  1.52s/it, loss=0.583, mat=0.002, sens=1.162, deg=0.000]
Ep 059/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  63%|█▎| 167/264 [04:14<02:27,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:27,  1.52s/it, loss=0.585, mat=0.003, sens=1.167, deg=0.000]
Ep 059/100 [S3:+sens]:  64%|█▎| 168/264 [04:15<02:25,  1.52s/it, loss=0.585, mat=0.003, sens=1.167, deg=0.000]
Ep 059/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  64%|█▎| 169/264 [04:17<02:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:24,  1.52s/it, loss=0.704, mat=0.002, sens=1.404, deg=0.000]
Ep 059/100 [S3:+sens]:  64%|█▎| 170/264 [04:18<02:22,  1.52s/it, loss=0.704, mat=0.002, sens=1.404, deg=0.000]
Ep 059/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:22,  1.52s/it, loss=0.580, mat=0.003, sens=1.155, deg=0.000]
Ep 059/100 [S3:+sens]:  65%|█▎| 171/264 [04:20<02:21,  1.52s/it, loss=0.580, mat=0.003, sens=1.155, deg=0.000]
Ep 059/100 [S3:+sens]:  65%|█▎| 171/264 [04:22<02:21,  1.52s/it, loss=0.633, mat=0.005, sens=1.260, deg=0.000]
Ep 059/100 [S3:+sens]:  65%|█▎| 172/264 [04:22<02:21,  1.54s/it, loss=0.633, mat=0.005, sens=1.260, deg=0.000]
Ep 059/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:21,  1.54s/it, loss=0.618, mat=0.003, sens=1.232, deg=0.000]
Ep 059/100 [S3:+sens]:  66%|█▎| 173/264 [04:23<02:19,  1.53s/it, loss=0.618, mat=0.003, sens=1.232, deg=0.000]
Ep 059/100 [S3:+sens]:  66%|█▎| 173/264 [04:25<02:19,  1.53s/it, loss=0.584, mat=0.004, sens=1.163, deg=0.000]
Ep 059/100 [S3:+sens]:  66%|█▎| 174/264 [04:25<02:17,  1.53s/it, loss=0.584, mat=0.004, sens=1.163, deg=0.000]
Ep 059/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:17,  1.53s/it, loss=0.485, mat=0.002, sens=0.967, deg=0.000]
Ep 059/100 [S3:+sens]:  66%|█▎| 175/264 [04:26<02:15,  1.53s/it, loss=0.485, mat=0.002, sens=0.967, deg=0.000]
Ep 059/100 [S3:+sens]:  66%|█▎| 175/264 [04:28<02:15,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  67%|█▎| 176/264 [04:28<02:14,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:14,  1.53s/it, loss=0.580, mat=0.004, sens=1.154, deg=0.000]
Ep 059/100 [S3:+sens]:  67%|█▎| 177/264 [04:29<02:12,  1.52s/it, loss=0.580, mat=0.004, sens=1.154, deg=0.000]
Ep 059/100 [S3:+sens]:  67%|█▎| 177/264 [04:31<02:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  67%|█▎| 178/264 [04:31<02:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  68%|█▎| 179/264 [04:32<02:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:10,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  68%|█▎| 180/264 [04:34<02:08,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:08,  1.53s/it, loss=0.522, mat=0.003, sens=1.037, deg=0.000]
Ep 059/100 [S3:+sens]:  69%|█▎| 181/264 [04:35<02:06,  1.53s/it, loss=0.522, mat=0.003, sens=1.037, deg=0.000]
Ep 059/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:06,  1.53s/it, loss=0.567, mat=0.002, sens=1.130, deg=0.000]
Ep 059/100 [S3:+sens]:  69%|█▍| 182/264 [04:37<02:05,  1.53s/it, loss=0.567, mat=0.002, sens=1.130, deg=0.000]
Ep 059/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:05,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  69%|█▍| 183/264 [04:38<02:03,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:03,  1.52s/it, loss=0.650, mat=0.004, sens=1.295, deg=0.000]
Ep 059/100 [S3:+sens]:  70%|█▍| 184/264 [04:40<02:01,  1.52s/it, loss=0.650, mat=0.004, sens=1.295, deg=0.000]
Ep 059/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  70%|█▍| 185/264 [04:41<02:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  70%|█▍| 186/264 [04:43<01:58,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  71%|█▍| 187/264 [04:44<01:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:56,  1.52s/it, loss=0.629, mat=0.002, sens=1.255, deg=0.000]
Ep 059/100 [S3:+sens]:  71%|█▍| 188/264 [04:46<01:55,  1.52s/it, loss=0.629, mat=0.002, sens=1.255, deg=0.000]
Ep 059/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  72%|█▍| 189/264 [04:47<01:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  72%|█▍| 190/264 [04:49<01:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  72%|█▍| 190/264 [04:51<01:52,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  72%|█▍| 191/264 [04:51<01:52,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:52,  1.54s/it, loss=0.575, mat=0.003, sens=1.145, deg=0.000]
Ep 059/100 [S3:+sens]:  73%|█▍| 192/264 [04:52<01:50,  1.53s/it, loss=0.575, mat=0.003, sens=1.145, deg=0.000]
Ep 059/100 [S3:+sens]:  73%|█▍| 192/264 [04:54<01:50,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  73%|█▍| 193/264 [04:54<01:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:48,  1.53s/it, loss=0.505, mat=0.005, sens=1.002, deg=0.000]
Ep 059/100 [S3:+sens]:  73%|█▍| 194/264 [04:55<01:46,  1.52s/it, loss=0.505, mat=0.005, sens=1.002, deg=0.000]
Ep 059/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  74%|█▍| 195/264 [04:57<01:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:44,  1.52s/it, loss=0.514, mat=0.004, sens=1.021, deg=0.000]
Ep 059/100 [S3:+sens]:  74%|█▍| 196/264 [04:58<01:43,  1.52s/it, loss=0.514, mat=0.004, sens=1.021, deg=0.000]
Ep 059/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:43,  1.52s/it, loss=0.644, mat=0.003, sens=1.284, deg=0.000]
Ep 059/100 [S3:+sens]:  75%|█▍| 197/264 [05:00<01:41,  1.52s/it, loss=0.644, mat=0.003, sens=1.284, deg=0.000]
Ep 059/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:41,  1.52s/it, loss=0.632, mat=0.003, sens=1.257, deg=0.000]
Ep 059/100 [S3:+sens]:  75%|█▌| 198/264 [05:01<01:40,  1.52s/it, loss=0.632, mat=0.003, sens=1.257, deg=0.000]
Ep 059/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.52s/it, loss=0.580, mat=0.004, sens=1.154, deg=0.000]
Ep 059/100 [S3:+sens]:  75%|█▌| 199/264 [05:03<01:38,  1.52s/it, loss=0.580, mat=0.004, sens=1.154, deg=0.000]
Ep 059/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  76%|█▌| 200/264 [05:04<01:37,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  76%|█▌| 201/264 [05:06<01:35,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.52s/it, loss=0.498, mat=0.003, sens=0.989, deg=0.000]
Ep 059/100 [S3:+sens]:  77%|█▌| 202/264 [05:07<01:34,  1.52s/it, loss=0.498, mat=0.003, sens=0.989, deg=0.000]
Ep 059/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  77%|█▌| 203/264 [05:09<01:33,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:33,  1.53s/it, loss=0.544, mat=0.003, sens=1.084, deg=0.000]
Ep 059/100 [S3:+sens]:  77%|█▌| 204/264 [05:10<01:31,  1.53s/it, loss=0.544, mat=0.003, sens=1.084, deg=0.000]
Ep 059/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:31,  1.53s/it, loss=0.487, mat=0.002, sens=0.969, deg=0.000]
Ep 059/100 [S3:+sens]:  78%|█▌| 205/264 [05:12<01:31,  1.55s/it, loss=0.487, mat=0.002, sens=0.969, deg=0.000]
Ep 059/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:31,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  78%|█▌| 206/264 [05:13<01:29,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:29,  1.54s/it, loss=0.607, mat=0.004, sens=1.208, deg=0.000]
Ep 059/100 [S3:+sens]:  78%|█▌| 207/264 [05:15<01:27,  1.53s/it, loss=0.607, mat=0.004, sens=1.208, deg=0.000]
Ep 059/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:27,  1.53s/it, loss=0.662, mat=0.002, sens=1.320, deg=0.000]
Ep 059/100 [S3:+sens]:  79%|█▌| 208/264 [05:16<01:25,  1.53s/it, loss=0.662, mat=0.002, sens=1.320, deg=0.000]
Ep 059/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  79%|█▌| 209/264 [05:18<01:23,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  79%|█▌| 209/264 [05:20<01:23,  1.53s/it, loss=0.648, mat=0.003, sens=1.292, deg=0.000]
Ep 059/100 [S3:+sens]:  80%|█▌| 210/264 [05:20<01:22,  1.52s/it, loss=0.648, mat=0.003, sens=1.292, deg=0.000]
Ep 059/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.52s/it, loss=0.560, mat=0.004, sens=1.115, deg=0.000]
Ep 059/100 [S3:+sens]:  80%|█▌| 211/264 [05:21<01:20,  1.52s/it, loss=0.560, mat=0.004, sens=1.115, deg=0.000]
Ep 059/100 [S3:+sens]:  80%|█▌| 211/264 [05:23<01:20,  1.52s/it, loss=0.556, mat=0.003, sens=1.103, deg=0.000]
Ep 059/100 [S3:+sens]:  80%|█▌| 212/264 [05:23<01:19,  1.52s/it, loss=0.556, mat=0.003, sens=1.103, deg=0.000]
Ep 059/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  81%|█▌| 213/264 [05:24<01:17,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  81%|█▌| 213/264 [05:26<01:17,  1.52s/it, loss=0.543, mat=0.004, sens=1.080, deg=0.000]
Ep 059/100 [S3:+sens]:  81%|█▌| 214/264 [05:26<01:15,  1.52s/it, loss=0.543, mat=0.004, sens=1.080, deg=0.000]
Ep 059/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:15,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  81%|█▋| 215/264 [05:27<01:14,  1.52s/it, loss=0.014, mat=0.005, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  81%|█▋| 215/264 [05:29<01:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  82%|█▋| 216/264 [05:29<01:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  82%|█▋| 217/264 [05:30<01:12,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:12,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  83%|█▋| 218/264 [05:32<01:10,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:10,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  83%|█▋| 219/264 [05:33<01:08,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  83%|█▋| 220/264 [05:35<01:07,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:07,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  84%|█▋| 221/264 [05:36<01:05,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.52s/it, loss=0.563, mat=0.003, sens=1.121, deg=0.000]
Ep 059/100 [S3:+sens]:  84%|█▋| 222/264 [05:38<01:03,  1.52s/it, loss=0.563, mat=0.003, sens=1.121, deg=0.000]
Ep 059/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  84%|█▋| 223/264 [05:39<01:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  85%|█▋| 224/264 [05:41<01:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:00,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  85%|█▋| 225/264 [05:42<00:59,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  86%|█▋| 226/264 [05:44<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.52s/it, loss=0.520, mat=0.003, sens=1.030, deg=0.000]
Ep 059/100 [S3:+sens]:  86%|█▋| 227/264 [05:45<00:56,  1.53s/it, loss=0.520, mat=0.003, sens=1.030, deg=0.000]
Ep 059/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.53s/it, loss=0.468, mat=0.004, sens=0.930, deg=0.000]
Ep 059/100 [S3:+sens]:  86%|█▋| 228/264 [05:47<00:54,  1.53s/it, loss=0.468, mat=0.004, sens=0.930, deg=0.000]
Ep 059/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  87%|█▋| 229/264 [05:48<00:53,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.52s/it, loss=0.460, mat=0.003, sens=0.914, deg=0.000]
Ep 059/100 [S3:+sens]:  87%|█▋| 230/264 [05:50<00:51,  1.52s/it, loss=0.460, mat=0.003, sens=0.914, deg=0.000]
Ep 059/100 [S3:+sens]:  87%|█▋| 230/264 [05:52<00:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  88%|█▊| 231/264 [05:52<00:50,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.52s/it, loss=0.498, mat=0.002, sens=0.984, deg=0.000]
Ep 059/100 [S3:+sens]:  88%|█▊| 232/264 [05:53<00:48,  1.52s/it, loss=0.498, mat=0.002, sens=0.984, deg=0.000]
Ep 059/100 [S3:+sens]:  88%|█▊| 232/264 [05:55<00:48,  1.52s/it, loss=0.514, mat=0.003, sens=1.022, deg=0.000]
Ep 059/100 [S3:+sens]:  88%|█▊| 233/264 [05:55<00:47,  1.52s/it, loss=0.514, mat=0.003, sens=1.022, deg=0.000]
Ep 059/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.52s/it, loss=0.521, mat=0.002, sens=1.038, deg=0.000]
Ep 059/100 [S3:+sens]:  89%|█▊| 234/264 [05:56<00:45,  1.52s/it, loss=0.521, mat=0.002, sens=1.038, deg=0.000]
Ep 059/100 [S3:+sens]:  89%|█▊| 234/264 [05:58<00:45,  1.52s/it, loss=0.465, mat=0.003, sens=0.924, deg=0.000]
Ep 059/100 [S3:+sens]:  89%|█▊| 235/264 [05:58<00:44,  1.54s/it, loss=0.465, mat=0.003, sens=0.924, deg=0.000]
Ep 059/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.54s/it, loss=0.571, mat=0.003, sens=1.135, deg=0.000]
Ep 059/100 [S3:+sens]:  89%|█▊| 236/264 [05:59<00:43,  1.54s/it, loss=0.571, mat=0.003, sens=1.135, deg=0.000]
Ep 059/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:43,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  90%|█▊| 237/264 [06:01<00:41,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.53s/it, loss=0.547, mat=0.004, sens=1.089, deg=0.000]
Ep 059/100 [S3:+sens]:  90%|█▊| 238/264 [06:02<00:39,  1.53s/it, loss=0.547, mat=0.004, sens=1.089, deg=0.000]
Ep 059/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  91%|█▊| 239/264 [06:04<00:38,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:38,  1.52s/it, loss=0.487, mat=0.005, sens=0.969, deg=0.000]
Ep 059/100 [S3:+sens]:  91%|█▊| 240/264 [06:05<00:36,  1.52s/it, loss=0.487, mat=0.005, sens=0.969, deg=0.000]
Ep 059/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.52s/it, loss=0.584, mat=0.003, sens=1.162, deg=0.000]
Ep 059/100 [S3:+sens]:  91%|█▊| 241/264 [06:07<00:34,  1.52s/it, loss=0.584, mat=0.003, sens=1.162, deg=0.000]
Ep 059/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:34,  1.52s/it, loss=0.467, mat=0.003, sens=0.930, deg=0.000]
Ep 059/100 [S3:+sens]:  92%|█▊| 242/264 [06:08<00:33,  1.52s/it, loss=0.467, mat=0.003, sens=0.930, deg=0.000]
Ep 059/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  92%|█▊| 243/264 [06:10<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.525, mat=0.004, sens=1.045, deg=0.001]
Ep 059/100 [S3:+sens]:  92%|█▊| 244/264 [06:11<00:30,  1.52s/it, loss=0.525, mat=0.004, sens=1.045, deg=0.001]
Ep 059/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.510, mat=0.003, sens=1.016, deg=0.001]
Ep 059/100 [S3:+sens]:  93%|█▊| 245/264 [06:13<00:28,  1.52s/it, loss=0.510, mat=0.003, sens=1.016, deg=0.001]
Ep 059/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  93%|█▊| 246/264 [06:14<00:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  94%|█▊| 247/264 [06:16<00:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001]
Ep 059/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.524, mat=0.003, sens=1.042, deg=0.001]
Ep 059/100 [S3:+sens]:  94%|█▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.524, mat=0.003, sens=1.042, deg=0.001]
Ep 059/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  94%|█▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  94%|█▉| 249/264 [06:21<00:22,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  95%|█▉| 250/264 [06:21<00:21,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.54s/it, loss=0.530, mat=0.004, sens=1.052, deg=0.000]
Ep 059/100 [S3:+sens]:  95%|█▉| 251/264 [06:22<00:19,  1.54s/it, loss=0.530, mat=0.004, sens=1.052, deg=0.000]
Ep 059/100 [S3:+sens]:  95%|█▉| 251/264 [06:24<00:19,  1.54s/it, loss=0.459, mat=0.004, sens=0.913, deg=0.000]
Ep 059/100 [S3:+sens]:  95%|█▉| 252/264 [06:24<00:18,  1.54s/it, loss=0.459, mat=0.004, sens=0.913, deg=0.000]
Ep 059/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.54s/it, loss=0.646, mat=0.004, sens=1.287, deg=0.000]
Ep 059/100 [S3:+sens]:  96%|█▉| 253/264 [06:25<00:16,  1.54s/it, loss=0.646, mat=0.004, sens=1.287, deg=0.000]
Ep 059/100 [S3:+sens]:  96%|█▉| 253/264 [06:27<00:16,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  96%|█▉| 254/264 [06:27<00:15,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.577, mat=0.002, sens=1.152, deg=0.000]
Ep 059/100 [S3:+sens]:  97%|█▉| 255/264 [06:28<00:13,  1.53s/it, loss=0.577, mat=0.002, sens=1.152, deg=0.000]
Ep 059/100 [S3:+sens]:  97%|█▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.582, mat=0.004, sens=1.158, deg=0.000]
Ep 059/100 [S3:+sens]:  97%|█▉| 256/264 [06:30<00:12,  1.53s/it, loss=0.582, mat=0.004, sens=1.158, deg=0.000]
Ep 059/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  97%|█▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  97%|█▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.618, mat=0.003, sens=1.229, deg=0.000]
Ep 059/100 [S3:+sens]:  98%|█▉| 258/264 [06:33<00:09,  1.53s/it, loss=0.618, mat=0.003, sens=1.229, deg=0.000]
Ep 059/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  98%|█▉| 259/264 [06:34<00:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  98%|█▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.589, mat=0.004, sens=1.173, deg=0.000]
Ep 059/100 [S3:+sens]:  98%|█▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.589, mat=0.004, sens=1.173, deg=0.000]
Ep 059/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.638, mat=0.003, sens=1.271, deg=0.000]
Ep 059/100 [S3:+sens]:  99%|█▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.638, mat=0.003, sens=1.271, deg=0.000]
Ep 059/100 [S3:+sens]:  99%|█▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  99%|█▉| 262/264 [06:39<00:03,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 059/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.54s/it, loss=0.554, mat=0.004, sens=1.102, deg=0.000]
Ep 059/100 [S3:+sens]: 100%|█▉| 263/264 [06:40<00:01,  1.54s/it, loss=0.554, mat=0.004, sens=1.102, deg=0.000]
Ep 059/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.54s/it, loss=0.659, mat=0.003, sens=1.315, deg=0.000]
Ep 059/100 [S3:+sens]: 100%|██| 264/264 [06:42<00:00,  1.53s/it, loss=0.659, mat=0.003, sens=1.315, deg=0.000]
                                                                                                              
Epoch 059/100 [S3:+sens]  loss=0.3508  mat=0.0032  sens=0.6962  deg=0.0003  orth=0.0011  α=0.5 β=0.5 γ=0.3  403s

Ep 060/100 [S3:+sens]:   0%|                                                          | 0/264 [00:00<?, ?it/s]
Ep 060/100 [S3:+sens]:   0%|            | 0/264 [00:02<?, ?it/s, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   0%|    | 1/264 [00:02<09:09,  2.09s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   0%|    | 1/264 [00:03<09:09,  2.09s/it, loss=0.619, mat=0.003, sens=1.229, deg=0.000]
Ep 060/100 [S3:+sens]:   1%|    | 2/264 [00:03<07:38,  1.75s/it, loss=0.619, mat=0.003, sens=1.229, deg=0.000]
Ep 060/100 [S3:+sens]:   1%|    | 2/264 [00:05<07:38,  1.75s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   1%|    | 3/264 [00:05<07:08,  1.64s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   1%|    | 3/264 [00:06<07:08,  1.64s/it, loss=0.638, mat=0.004, sens=1.271, deg=0.000]
Ep 060/100 [S3:+sens]:   2%|    | 4/264 [00:06<06:53,  1.59s/it, loss=0.638, mat=0.004, sens=1.271, deg=0.000]
Ep 060/100 [S3:+sens]:   2%|    | 4/264 [00:08<06:53,  1.59s/it, loss=0.746, mat=0.004, sens=1.487, deg=0.000]
Ep 060/100 [S3:+sens]:   2%|    | 5/264 [00:08<06:45,  1.56s/it, loss=0.746, mat=0.004, sens=1.487, deg=0.000]
Ep 060/100 [S3:+sens]:   2%|    | 5/264 [00:09<06:45,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   2%|    | 6/264 [00:09<06:39,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   2%|    | 6/264 [00:11<06:39,  1.55s/it, loss=0.656, mat=0.003, sens=1.308, deg=0.000]
Ep 060/100 [S3:+sens]:   3%|    | 7/264 [00:11<06:35,  1.54s/it, loss=0.656, mat=0.003, sens=1.308, deg=0.000]
Ep 060/100 [S3:+sens]:   3%|    | 7/264 [00:12<06:35,  1.54s/it, loss=0.603, mat=0.003, sens=1.197, deg=0.000]
Ep 060/100 [S3:+sens]:   3%|    | 8/264 [00:12<06:32,  1.53s/it, loss=0.603, mat=0.003, sens=1.197, deg=0.000]
Ep 060/100 [S3:+sens]:   3%|    | 8/264 [00:14<06:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   3%|▏   | 9/264 [00:14<06:29,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   3%|▏   | 9/264 [00:15<06:29,  1.53s/it, loss=0.613, mat=0.002, sens=1.219, deg=0.000]
Ep 060/100 [S3:+sens]:   4%|   | 10/264 [00:15<06:26,  1.52s/it, loss=0.613, mat=0.002, sens=1.219, deg=0.000]
Ep 060/100 [S3:+sens]:   4%|   | 10/264 [00:17<06:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   4%|▏  | 11/264 [00:17<06:40,  1.58s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   4%|▏  | 11/264 [00:18<06:40,  1.58s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   5%|▏  | 12/264 [00:18<06:34,  1.57s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   5%|▏  | 12/264 [00:20<06:34,  1.57s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   5%|▏  | 13/264 [00:20<06:29,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   5%|▏  | 13/264 [00:22<06:29,  1.55s/it, loss=0.727, mat=0.004, sens=1.450, deg=0.000]
Ep 060/100 [S3:+sens]:   5%|▏  | 14/264 [00:22<06:25,  1.54s/it, loss=0.727, mat=0.004, sens=1.450, deg=0.000]
Ep 060/100 [S3:+sens]:   5%|▏  | 14/264 [00:23<06:25,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   6%|▏  | 15/264 [00:23<06:21,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   6%|▏  | 15/264 [00:25<06:21,  1.53s/it, loss=0.666, mat=0.003, sens=1.326, deg=0.000]
Ep 060/100 [S3:+sens]:   6%|▏  | 16/264 [00:25<06:19,  1.53s/it, loss=0.666, mat=0.003, sens=1.326, deg=0.000]
Ep 060/100 [S3:+sens]:   6%|▏  | 16/264 [00:26<06:19,  1.53s/it, loss=0.626, mat=0.003, sens=1.248, deg=0.000]
Ep 060/100 [S3:+sens]:   6%|▏  | 17/264 [00:26<06:16,  1.53s/it, loss=0.626, mat=0.003, sens=1.248, deg=0.000]
Ep 060/100 [S3:+sens]:   6%|▏  | 17/264 [00:28<06:16,  1.53s/it, loss=0.618, mat=0.003, sens=1.232, deg=0.000]
Ep 060/100 [S3:+sens]:   7%|▏  | 18/264 [00:28<06:15,  1.52s/it, loss=0.618, mat=0.003, sens=1.232, deg=0.000]
Ep 060/100 [S3:+sens]:   7%|▏  | 18/264 [00:29<06:15,  1.52s/it, loss=0.606, mat=0.003, sens=1.208, deg=0.001]
Ep 060/100 [S3:+sens]:   7%|▏  | 19/264 [00:29<06:13,  1.52s/it, loss=0.606, mat=0.003, sens=1.208, deg=0.001]
Ep 060/100 [S3:+sens]:   7%|▏  | 19/264 [00:31<06:13,  1.52s/it, loss=0.634, mat=0.005, sens=1.263, deg=0.000]
Ep 060/100 [S3:+sens]:   8%|▏  | 20/264 [00:31<06:11,  1.52s/it, loss=0.634, mat=0.005, sens=1.263, deg=0.000]
Ep 060/100 [S3:+sens]:   8%|▏  | 20/264 [00:32<06:11,  1.52s/it, loss=0.642, mat=0.003, sens=1.279, deg=0.000]
Ep 060/100 [S3:+sens]:   8%|▏  | 21/264 [00:32<06:09,  1.52s/it, loss=0.642, mat=0.003, sens=1.279, deg=0.000]
Ep 060/100 [S3:+sens]:   8%|▏  | 21/264 [00:34<06:09,  1.52s/it, loss=0.613, mat=0.004, sens=1.217, deg=0.000]
Ep 060/100 [S3:+sens]:   8%|▎  | 22/264 [00:34<06:08,  1.52s/it, loss=0.613, mat=0.004, sens=1.217, deg=0.000]
Ep 060/100 [S3:+sens]:   8%|▎  | 22/264 [00:35<06:08,  1.52s/it, loss=0.604, mat=0.003, sens=1.202, deg=0.000]
Ep 060/100 [S3:+sens]:   9%|▎  | 23/264 [00:35<06:07,  1.53s/it, loss=0.604, mat=0.003, sens=1.202, deg=0.000]
Ep 060/100 [S3:+sens]:   9%|▎  | 23/264 [00:37<06:07,  1.53s/it, loss=0.670, mat=0.003, sens=1.336, deg=0.000]
Ep 060/100 [S3:+sens]:   9%|▎  | 24/264 [00:37<06:05,  1.52s/it, loss=0.670, mat=0.003, sens=1.336, deg=0.000]
Ep 060/100 [S3:+sens]:   9%|▎  | 24/264 [00:38<06:05,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   9%|▎  | 25/264 [00:38<06:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:   9%|▎  | 25/264 [00:40<06:03,  1.52s/it, loss=0.667, mat=0.004, sens=1.327, deg=0.000]
Ep 060/100 [S3:+sens]:  10%|▎  | 26/264 [00:40<06:01,  1.52s/it, loss=0.667, mat=0.004, sens=1.327, deg=0.000]
Ep 060/100 [S3:+sens]:  10%|▎  | 26/264 [00:41<06:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  10%|▎  | 27/264 [00:41<06:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  10%|▎  | 27/264 [00:43<06:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  11%|▎  | 28/264 [00:43<05:58,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  11%|▎  | 28/264 [00:44<05:58,  1.52s/it, loss=0.637, mat=0.003, sens=1.271, deg=0.000]
Ep 060/100 [S3:+sens]:  11%|▎  | 29/264 [00:44<06:02,  1.54s/it, loss=0.637, mat=0.003, sens=1.271, deg=0.000]
Ep 060/100 [S3:+sens]:  11%|▎  | 29/264 [00:46<06:02,  1.54s/it, loss=0.604, mat=0.003, sens=1.203, deg=0.000]
Ep 060/100 [S3:+sens]:  11%|▎  | 30/264 [00:46<05:59,  1.54s/it, loss=0.604, mat=0.003, sens=1.203, deg=0.000]
Ep 060/100 [S3:+sens]:  11%|▎  | 30/264 [00:47<05:59,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  12%|▎  | 31/264 [00:47<05:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  12%|▎  | 31/264 [00:49<05:56,  1.53s/it, loss=0.807, mat=0.003, sens=1.590, deg=0.033]
Ep 060/100 [S3:+sens]:  12%|▎  | 32/264 [00:49<05:54,  1.53s/it, loss=0.807, mat=0.003, sens=1.590, deg=0.033]
Ep 060/100 [S3:+sens]:  12%|▎  | 32/264 [00:50<05:54,  1.53s/it, loss=0.804, mat=0.003, sens=1.601, deg=0.000]
Ep 060/100 [S3:+sens]:  12%|▍  | 33/264 [00:50<05:52,  1.53s/it, loss=0.804, mat=0.003, sens=1.601, deg=0.000]
Ep 060/100 [S3:+sens]:  12%|▍  | 33/264 [00:52<05:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  13%|▍  | 34/264 [00:52<05:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  13%|▍  | 34/264 [00:54<05:50,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.004]
Ep 060/100 [S3:+sens]:  13%|▍  | 35/264 [00:54<05:49,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.004]
Ep 060/100 [S3:+sens]:  13%|▍  | 35/264 [00:55<05:49,  1.52s/it, loss=0.606, mat=0.003, sens=1.207, deg=0.000]
Ep 060/100 [S3:+sens]:  14%|▍  | 36/264 [00:55<05:47,  1.52s/it, loss=0.606, mat=0.003, sens=1.207, deg=0.000]
Ep 060/100 [S3:+sens]:  14%|▍  | 36/264 [00:57<05:47,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  14%|▍  | 37/264 [00:57<05:48,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  14%|▍  | 37/264 [00:58<05:48,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  14%|▍  | 38/264 [00:58<05:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  14%|▍  | 38/264 [01:00<05:46,  1.53s/it, loss=0.571, mat=0.003, sens=1.135, deg=0.000]
Ep 060/100 [S3:+sens]:  15%|▍  | 39/264 [01:00<05:44,  1.53s/it, loss=0.571, mat=0.003, sens=1.135, deg=0.000]
Ep 060/100 [S3:+sens]:  15%|▍  | 39/264 [01:01<05:44,  1.53s/it, loss=0.693, mat=0.004, sens=1.381, deg=0.000]
Ep 060/100 [S3:+sens]:  15%|▍  | 40/264 [01:01<05:41,  1.53s/it, loss=0.693, mat=0.004, sens=1.381, deg=0.000]
Ep 060/100 [S3:+sens]:  15%|▍  | 40/264 [01:03<05:41,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  16%|▍  | 41/264 [01:03<05:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  16%|▍  | 41/264 [01:04<05:40,  1.52s/it, loss=0.578, mat=0.003, sens=1.150, deg=0.000]
Ep 060/100 [S3:+sens]:  16%|▍  | 42/264 [01:04<05:38,  1.52s/it, loss=0.578, mat=0.003, sens=1.150, deg=0.000]
Ep 060/100 [S3:+sens]:  16%|▍  | 42/264 [01:06<05:38,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  16%|▍  | 43/264 [01:06<05:36,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  16%|▍  | 43/264 [01:07<05:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  17%|▌  | 44/264 [01:07<05:39,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  17%|▌  | 44/264 [01:09<05:39,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  17%|▌  | 45/264 [01:09<05:36,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  17%|▌  | 45/264 [01:10<05:36,  1.54s/it, loss=0.614, mat=0.003, sens=1.222, deg=0.000]
Ep 060/100 [S3:+sens]:  17%|▌  | 46/264 [01:10<05:34,  1.53s/it, loss=0.614, mat=0.003, sens=1.222, deg=0.000]
Ep 060/100 [S3:+sens]:  17%|▌  | 46/264 [01:12<05:34,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  18%|▌  | 47/264 [01:12<05:31,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  18%|▌  | 47/264 [01:13<05:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  18%|▌  | 48/264 [01:13<05:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  18%|▌  | 48/264 [01:15<05:29,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  19%|▌  | 49/264 [01:15<05:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  19%|▌  | 49/264 [01:16<05:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  19%|▌  | 50/264 [01:16<05:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  19%|▌  | 50/264 [01:18<05:25,  1.52s/it, loss=0.586, mat=0.003, sens=1.169, deg=0.000]
Ep 060/100 [S3:+sens]:  19%|▌  | 51/264 [01:18<05:24,  1.52s/it, loss=0.586, mat=0.003, sens=1.169, deg=0.000]
Ep 060/100 [S3:+sens]:  19%|▌  | 51/264 [01:19<05:24,  1.52s/it, loss=0.597, mat=0.002, sens=1.189, deg=0.000]
Ep 060/100 [S3:+sens]:  20%|▌  | 52/264 [01:19<05:23,  1.52s/it, loss=0.597, mat=0.002, sens=1.189, deg=0.000]
Ep 060/100 [S3:+sens]:  20%|▌  | 52/264 [01:21<05:23,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  20%|▌  | 53/264 [01:21<05:20,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  20%|▌  | 53/264 [01:23<05:20,  1.52s/it, loss=0.571, mat=0.002, sens=1.138, deg=0.000]
Ep 060/100 [S3:+sens]:  20%|▌  | 54/264 [01:23<05:19,  1.52s/it, loss=0.571, mat=0.002, sens=1.138, deg=0.000]
Ep 060/100 [S3:+sens]:  20%|▌  | 54/264 [01:24<05:19,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  21%|▋  | 55/264 [01:24<05:17,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  21%|▋  | 55/264 [01:26<05:17,  1.52s/it, loss=0.635, mat=0.003, sens=1.265, deg=0.000]
Ep 060/100 [S3:+sens]:  21%|▋  | 56/264 [01:26<05:21,  1.55s/it, loss=0.635, mat=0.003, sens=1.265, deg=0.000]
Ep 060/100 [S3:+sens]:  21%|▋  | 56/264 [01:27<05:21,  1.55s/it, loss=0.535, mat=0.003, sens=1.063, deg=0.000]
Ep 060/100 [S3:+sens]:  22%|▋  | 57/264 [01:27<05:18,  1.54s/it, loss=0.535, mat=0.003, sens=1.063, deg=0.000]
Ep 060/100 [S3:+sens]:  22%|▋  | 57/264 [01:29<05:18,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  22%|▋  | 58/264 [01:29<05:15,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  22%|▋  | 58/264 [01:30<05:15,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  22%|▋  | 59/264 [01:30<05:13,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  22%|▋  | 59/264 [01:32<05:13,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  23%|▋  | 60/264 [01:32<05:10,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  23%|▋  | 60/264 [01:33<05:10,  1.52s/it, loss=0.527, mat=0.003, sens=1.050, deg=0.000]
Ep 060/100 [S3:+sens]:  23%|▋  | 61/264 [01:33<05:09,  1.52s/it, loss=0.527, mat=0.003, sens=1.050, deg=0.000]
Ep 060/100 [S3:+sens]:  23%|▋  | 61/264 [01:35<05:09,  1.52s/it, loss=0.508, mat=0.004, sens=1.008, deg=0.000]
Ep 060/100 [S3:+sens]:  23%|▋  | 62/264 [01:35<05:10,  1.54s/it, loss=0.508, mat=0.004, sens=1.008, deg=0.000]
Ep 060/100 [S3:+sens]:  23%|▋  | 62/264 [01:36<05:10,  1.54s/it, loss=0.605, mat=0.005, sens=1.203, deg=0.000]
Ep 060/100 [S3:+sens]:  24%|▋  | 63/264 [01:36<05:08,  1.54s/it, loss=0.605, mat=0.005, sens=1.203, deg=0.000]
Ep 060/100 [S3:+sens]:  24%|▋  | 63/264 [01:38<05:08,  1.54s/it, loss=0.620, mat=0.004, sens=1.235, deg=0.000]
Ep 060/100 [S3:+sens]:  24%|▋  | 64/264 [01:38<05:06,  1.53s/it, loss=0.620, mat=0.004, sens=1.235, deg=0.000]
Ep 060/100 [S3:+sens]:  24%|▋  | 64/264 [01:39<05:06,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  25%|▋  | 65/264 [01:39<05:04,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  25%|▋  | 65/264 [01:41<05:04,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  25%|▊  | 66/264 [01:41<05:02,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  25%|▊  | 66/264 [01:42<05:02,  1.53s/it, loss=0.662, mat=0.003, sens=1.320, deg=0.000]
Ep 060/100 [S3:+sens]:  25%|▊  | 67/264 [01:42<05:00,  1.52s/it, loss=0.662, mat=0.003, sens=1.320, deg=0.000]
Ep 060/100 [S3:+sens]:  25%|▊  | 67/264 [01:44<05:00,  1.52s/it, loss=0.597, mat=0.003, sens=1.189, deg=0.000]
Ep 060/100 [S3:+sens]:  26%|▊  | 68/264 [01:44<04:58,  1.52s/it, loss=0.597, mat=0.003, sens=1.189, deg=0.000]
Ep 060/100 [S3:+sens]:  26%|▊  | 68/264 [01:45<04:58,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  26%|▊  | 69/264 [01:45<04:56,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  26%|▊  | 69/264 [01:47<04:56,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  27%|▊  | 70/264 [01:47<04:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  27%|▊  | 70/264 [01:49<04:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  27%|▊  | 71/264 [01:49<04:53,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  27%|▊  | 71/264 [01:50<04:53,  1.52s/it, loss=0.560, mat=0.003, sens=1.116, deg=0.000]
Ep 060/100 [S3:+sens]:  27%|▊  | 72/264 [01:50<04:52,  1.53s/it, loss=0.560, mat=0.003, sens=1.116, deg=0.000]
Ep 060/100 [S3:+sens]:  27%|▊  | 72/264 [01:52<04:52,  1.53s/it, loss=0.507, mat=0.003, sens=1.009, deg=0.000]
Ep 060/100 [S3:+sens]:  28%|▊  | 73/264 [01:52<04:51,  1.52s/it, loss=0.507, mat=0.003, sens=1.009, deg=0.000]
Ep 060/100 [S3:+sens]:  28%|▊  | 73/264 [01:53<04:51,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  28%|▊  | 74/264 [01:53<04:53,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  28%|▊  | 74/264 [01:55<04:53,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  28%|▊  | 75/264 [01:55<04:50,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  28%|▊  | 75/264 [01:56<04:50,  1.54s/it, loss=0.577, mat=0.003, sens=1.146, deg=0.000]
Ep 060/100 [S3:+sens]:  29%|▊  | 76/264 [01:56<04:47,  1.53s/it, loss=0.577, mat=0.003, sens=1.146, deg=0.000]
Ep 060/100 [S3:+sens]:  29%|▊  | 76/264 [01:58<04:47,  1.53s/it, loss=0.624, mat=0.002, sens=1.197, deg=0.000]
Ep 060/100 [S3:+sens]:  29%|▉  | 77/264 [01:58<04:46,  1.53s/it, loss=0.624, mat=0.002, sens=1.197, deg=0.000]
Ep 060/100 [S3:+sens]:  29%|▉  | 77/264 [01:59<04:46,  1.53s/it, loss=0.610, mat=0.003, sens=1.215, deg=0.000]
Ep 060/100 [S3:+sens]:  30%|▉  | 78/264 [01:59<04:43,  1.53s/it, loss=0.610, mat=0.003, sens=1.215, deg=0.000]
Ep 060/100 [S3:+sens]:  30%|▉  | 78/264 [02:01<04:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  30%|▉  | 79/264 [02:01<04:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  30%|▉  | 79/264 [02:02<04:42,  1.53s/it, loss=0.520, mat=0.003, sens=1.035, deg=0.000]
Ep 060/100 [S3:+sens]:  30%|▉  | 80/264 [02:02<04:40,  1.53s/it, loss=0.520, mat=0.003, sens=1.035, deg=0.000]
Ep 060/100 [S3:+sens]:  30%|▉  | 80/264 [02:04<04:40,  1.53s/it, loss=0.529, mat=0.004, sens=1.050, deg=0.000]
Ep 060/100 [S3:+sens]:  31%|▉  | 81/264 [02:04<04:38,  1.52s/it, loss=0.529, mat=0.004, sens=1.050, deg=0.000]
Ep 060/100 [S3:+sens]:  31%|▉  | 81/264 [02:05<04:38,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  31%|▉  | 82/264 [02:05<04:37,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  31%|▉  | 82/264 [02:07<04:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  31%|▉  | 83/264 [02:07<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  31%|▉  | 83/264 [02:08<04:35,  1.52s/it, loss=0.587, mat=0.003, sens=1.169, deg=0.000]
Ep 060/100 [S3:+sens]:  32%|▉  | 84/264 [02:08<04:33,  1.52s/it, loss=0.587, mat=0.003, sens=1.169, deg=0.000]
Ep 060/100 [S3:+sens]:  32%|▉  | 84/264 [02:10<04:33,  1.52s/it, loss=0.554, mat=0.003, sens=1.103, deg=0.000]
Ep 060/100 [S3:+sens]:  32%|▉  | 85/264 [02:10<04:32,  1.52s/it, loss=0.554, mat=0.003, sens=1.103, deg=0.000]
Ep 060/100 [S3:+sens]:  32%|▉  | 85/264 [02:11<04:32,  1.52s/it, loss=0.553, mat=0.002, sens=1.102, deg=0.000]
Ep 060/100 [S3:+sens]:  33%|▉  | 86/264 [02:11<04:31,  1.52s/it, loss=0.553, mat=0.002, sens=1.102, deg=0.000]
Ep 060/100 [S3:+sens]:  33%|▉  | 86/264 [02:13<04:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  33%|▉  | 87/264 [02:13<04:29,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  33%|▉  | 87/264 [02:15<04:29,  1.52s/it, loss=0.518, mat=0.005, sens=1.028, deg=0.000]
Ep 060/100 [S3:+sens]:  33%|█  | 88/264 [02:15<04:35,  1.57s/it, loss=0.518, mat=0.005, sens=1.028, deg=0.000]
Ep 060/100 [S3:+sens]:  33%|█  | 88/264 [02:16<04:35,  1.57s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  34%|█  | 89/264 [02:16<04:31,  1.55s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  34%|█  | 89/264 [02:18<04:31,  1.55s/it, loss=0.553, mat=0.003, sens=1.096, deg=0.000]
Ep 060/100 [S3:+sens]:  34%|█  | 90/264 [02:18<04:28,  1.54s/it, loss=0.553, mat=0.003, sens=1.096, deg=0.000]
Ep 060/100 [S3:+sens]:  34%|█  | 90/264 [02:19<04:28,  1.54s/it, loss=0.560, mat=0.003, sens=1.113, deg=0.000]
Ep 060/100 [S3:+sens]:  34%|█  | 91/264 [02:19<04:26,  1.54s/it, loss=0.560, mat=0.003, sens=1.113, deg=0.000]
Ep 060/100 [S3:+sens]:  34%|█  | 91/264 [02:21<04:26,  1.54s/it, loss=0.568, mat=0.004, sens=1.125, deg=0.000]
Ep 060/100 [S3:+sens]:  35%|█  | 92/264 [02:21<04:23,  1.53s/it, loss=0.568, mat=0.004, sens=1.125, deg=0.000]
Ep 060/100 [S3:+sens]:  35%|█  | 92/264 [02:22<04:23,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  35%|█  | 93/264 [02:22<04:21,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  35%|█  | 93/264 [02:24<04:21,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  36%|█  | 94/264 [02:24<04:19,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  36%|█  | 94/264 [02:25<04:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  36%|█  | 95/264 [02:25<04:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  36%|█  | 95/264 [02:27<04:17,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  36%|█  | 96/264 [02:27<04:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  36%|█  | 96/264 [02:28<04:16,  1.52s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  37%|█  | 97/264 [02:28<04:14,  1.52s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  37%|█  | 97/264 [02:30<04:14,  1.52s/it, loss=0.571, mat=0.003, sens=1.135, deg=0.000]
Ep 060/100 [S3:+sens]:  37%|█  | 98/264 [02:30<04:12,  1.52s/it, loss=0.571, mat=0.003, sens=1.135, deg=0.000]
Ep 060/100 [S3:+sens]:  37%|█  | 98/264 [02:31<04:12,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  38%|█▏ | 99/264 [02:31<04:11,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  38%|█▏ | 99/264 [02:33<04:11,  1.52s/it, loss=0.168, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  38%|▊ | 100/264 [02:33<04:13,  1.55s/it, loss=0.168, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  38%|▊ | 100/264 [02:34<04:13,  1.55s/it, loss=0.536, mat=0.004, sens=1.055, deg=0.000]
Ep 060/100 [S3:+sens]:  38%|▊ | 101/264 [02:34<04:10,  1.54s/it, loss=0.536, mat=0.004, sens=1.055, deg=0.000]
Ep 060/100 [S3:+sens]:  38%|▊ | 101/264 [02:36<04:10,  1.54s/it, loss=0.565, mat=0.003, sens=1.120, deg=0.000]
Ep 060/100 [S3:+sens]:  39%|▊ | 102/264 [02:36<04:08,  1.53s/it, loss=0.565, mat=0.003, sens=1.120, deg=0.000]
Ep 060/100 [S3:+sens]:  39%|▊ | 102/264 [02:38<04:08,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  39%|▊ | 103/264 [02:38<04:06,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  39%|▊ | 103/264 [02:39<04:06,  1.53s/it, loss=0.528, mat=0.003, sens=1.048, deg=0.000]
Ep 060/100 [S3:+sens]:  39%|▊ | 104/264 [02:39<04:04,  1.53s/it, loss=0.528, mat=0.003, sens=1.048, deg=0.000]
Ep 060/100 [S3:+sens]:  39%|▊ | 104/264 [02:41<04:04,  1.53s/it, loss=0.580, mat=0.002, sens=1.153, deg=0.000]
Ep 060/100 [S3:+sens]:  40%|▊ | 105/264 [02:41<04:02,  1.53s/it, loss=0.580, mat=0.002, sens=1.153, deg=0.000]
Ep 060/100 [S3:+sens]:  40%|▊ | 105/264 [02:42<04:02,  1.53s/it, loss=0.578, mat=0.003, sens=1.144, deg=0.000]
Ep 060/100 [S3:+sens]:  40%|▊ | 106/264 [02:42<04:00,  1.52s/it, loss=0.578, mat=0.003, sens=1.144, deg=0.000]
Ep 060/100 [S3:+sens]:  40%|▊ | 106/264 [02:44<04:00,  1.52s/it, loss=0.563, mat=0.002, sens=1.116, deg=0.000]
Ep 060/100 [S3:+sens]:  41%|▊ | 107/264 [02:44<03:59,  1.52s/it, loss=0.563, mat=0.002, sens=1.116, deg=0.000]
Ep 060/100 [S3:+sens]:  41%|▊ | 107/264 [02:45<03:59,  1.52s/it, loss=0.603, mat=0.003, sens=1.201, deg=0.000]
Ep 060/100 [S3:+sens]:  41%|▊ | 108/264 [02:45<03:57,  1.52s/it, loss=0.603, mat=0.003, sens=1.201, deg=0.000]
Ep 060/100 [S3:+sens]:  41%|▊ | 108/264 [02:47<03:57,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  41%|▊ | 109/264 [02:47<03:56,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  41%|▊ | 109/264 [02:48<03:56,  1.52s/it, loss=0.561, mat=0.003, sens=1.115, deg=0.000]
Ep 060/100 [S3:+sens]:  42%|▊ | 110/264 [02:48<03:54,  1.52s/it, loss=0.561, mat=0.003, sens=1.115, deg=0.000]
Ep 060/100 [S3:+sens]:  42%|▊ | 110/264 [02:50<03:54,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  42%|▊ | 111/264 [02:50<03:53,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  42%|▊ | 111/264 [02:51<03:53,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  42%|▊ | 112/264 [02:51<03:53,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  42%|▊ | 112/264 [02:53<03:53,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  43%|▊ | 113/264 [02:53<03:50,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  43%|▊ | 113/264 [02:54<03:50,  1.53s/it, loss=0.469, mat=0.004, sens=0.931, deg=0.002]
Ep 060/100 [S3:+sens]:  43%|▊ | 114/264 [02:54<03:49,  1.53s/it, loss=0.469, mat=0.004, sens=0.931, deg=0.002]
Ep 060/100 [S3:+sens]:  43%|▊ | 114/264 [02:56<03:49,  1.53s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.031]
Ep 060/100 [S3:+sens]:  44%|▊ | 115/264 [02:56<03:47,  1.53s/it, loss=0.015, mat=0.004, sens=0.000, deg=0.031]
Ep 060/100 [S3:+sens]:  44%|▊ | 115/264 [02:57<03:47,  1.53s/it, loss=0.619, mat=0.003, sens=1.226, deg=0.000]
Ep 060/100 [S3:+sens]:  44%|▉ | 116/264 [02:57<03:46,  1.53s/it, loss=0.619, mat=0.003, sens=1.226, deg=0.000]
Ep 060/100 [S3:+sens]:  44%|▉ | 116/264 [02:59<03:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  44%|▉ | 117/264 [02:59<03:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  44%|▉ | 117/264 [03:01<03:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  45%|▉ | 118/264 [03:01<03:46,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  45%|▉ | 118/264 [03:02<03:46,  1.55s/it, loss=0.548, mat=0.003, sens=1.091, deg=0.000]
Ep 060/100 [S3:+sens]:  45%|▉ | 119/264 [03:02<03:43,  1.54s/it, loss=0.548, mat=0.003, sens=1.091, deg=0.000]
Ep 060/100 [S3:+sens]:  45%|▉ | 119/264 [03:04<03:43,  1.54s/it, loss=0.557, mat=0.003, sens=1.108, deg=0.000]
Ep 060/100 [S3:+sens]:  45%|▉ | 120/264 [03:04<03:41,  1.53s/it, loss=0.557, mat=0.003, sens=1.108, deg=0.000]
Ep 060/100 [S3:+sens]:  45%|▉ | 120/264 [03:05<03:41,  1.53s/it, loss=0.585, mat=0.004, sens=1.164, deg=0.000]
Ep 060/100 [S3:+sens]:  46%|▉ | 121/264 [03:05<03:39,  1.53s/it, loss=0.585, mat=0.004, sens=1.164, deg=0.000]
Ep 060/100 [S3:+sens]:  46%|▉ | 121/264 [03:07<03:39,  1.53s/it, loss=0.634, mat=0.004, sens=1.263, deg=0.000]
Ep 060/100 [S3:+sens]:  46%|▉ | 122/264 [03:07<03:37,  1.53s/it, loss=0.634, mat=0.004, sens=1.263, deg=0.000]
Ep 060/100 [S3:+sens]:  46%|▉ | 122/264 [03:08<03:37,  1.53s/it, loss=0.519, mat=0.003, sens=1.034, deg=0.000]
Ep 060/100 [S3:+sens]:  47%|▉ | 123/264 [03:08<03:35,  1.53s/it, loss=0.519, mat=0.003, sens=1.034, deg=0.000]
Ep 060/100 [S3:+sens]:  47%|▉ | 123/264 [03:10<03:35,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  47%|▉ | 124/264 [03:10<03:33,  1.53s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  47%|▉ | 124/264 [03:11<03:33,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  47%|▉ | 125/264 [03:11<03:31,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  47%|▉ | 125/264 [03:13<03:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  48%|▉ | 126/264 [03:13<03:29,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  48%|▉ | 126/264 [03:14<03:29,  1.52s/it, loss=0.599, mat=0.003, sens=1.193, deg=0.000]
Ep 060/100 [S3:+sens]:  48%|▉ | 127/264 [03:14<03:28,  1.52s/it, loss=0.599, mat=0.003, sens=1.193, deg=0.000]
Ep 060/100 [S3:+sens]:  48%|▉ | 127/264 [03:16<03:28,  1.52s/it, loss=0.558, mat=0.003, sens=1.111, deg=0.000]
Ep 060/100 [S3:+sens]:  48%|▉ | 128/264 [03:16<03:26,  1.52s/it, loss=0.558, mat=0.003, sens=1.111, deg=0.000]
Ep 060/100 [S3:+sens]:  48%|▉ | 128/264 [03:17<03:26,  1.52s/it, loss=0.555, mat=0.003, sens=1.104, deg=0.000]
Ep 060/100 [S3:+sens]:  49%|▉ | 129/264 [03:17<03:25,  1.52s/it, loss=0.555, mat=0.003, sens=1.104, deg=0.000]
Ep 060/100 [S3:+sens]:  49%|▉ | 129/264 [03:19<03:25,  1.52s/it, loss=0.578, mat=0.002, sens=1.148, deg=0.000]
Ep 060/100 [S3:+sens]:  49%|▉ | 130/264 [03:19<03:24,  1.53s/it, loss=0.578, mat=0.002, sens=1.148, deg=0.000]
Ep 060/100 [S3:+sens]:  49%|▉ | 130/264 [03:20<03:24,  1.53s/it, loss=0.594, mat=0.003, sens=1.168, deg=0.000]
Ep 060/100 [S3:+sens]:  50%|▉ | 131/264 [03:20<03:22,  1.52s/it, loss=0.594, mat=0.003, sens=1.168, deg=0.000]
Ep 060/100 [S3:+sens]:  50%|▉ | 131/264 [03:22<03:22,  1.52s/it, loss=0.532, mat=0.003, sens=1.053, deg=0.000]
Ep 060/100 [S3:+sens]:  50%|█ | 132/264 [03:22<03:20,  1.52s/it, loss=0.532, mat=0.003, sens=1.053, deg=0.000]
Ep 060/100 [S3:+sens]:  50%|█ | 132/264 [03:23<03:20,  1.52s/it, loss=0.587, mat=0.003, sens=1.161, deg=0.000]
Ep 060/100 [S3:+sens]:  50%|█ | 133/264 [03:23<03:22,  1.54s/it, loss=0.587, mat=0.003, sens=1.161, deg=0.000]
Ep 060/100 [S3:+sens]:  50%|█ | 133/264 [03:25<03:22,  1.54s/it, loss=0.538, mat=0.003, sens=1.051, deg=0.000]
Ep 060/100 [S3:+sens]:  51%|█ | 134/264 [03:25<03:19,  1.54s/it, loss=0.538, mat=0.003, sens=1.051, deg=0.000]
Ep 060/100 [S3:+sens]:  51%|█ | 134/264 [03:26<03:19,  1.54s/it, loss=0.593, mat=0.002, sens=1.175, deg=0.000]
Ep 060/100 [S3:+sens]:  51%|█ | 135/264 [03:26<03:17,  1.53s/it, loss=0.593, mat=0.002, sens=1.175, deg=0.000]
Ep 060/100 [S3:+sens]:  51%|█ | 135/264 [03:28<03:17,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  52%|█ | 136/264 [03:28<03:17,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  52%|█ | 136/264 [03:30<03:17,  1.54s/it, loss=0.525, mat=0.002, sens=1.041, deg=0.000]
Ep 060/100 [S3:+sens]:  52%|█ | 137/264 [03:30<03:15,  1.54s/it, loss=0.525, mat=0.002, sens=1.041, deg=0.000]
Ep 060/100 [S3:+sens]:  52%|█ | 137/264 [03:31<03:15,  1.54s/it, loss=0.636, mat=0.003, sens=1.260, deg=0.000]
Ep 060/100 [S3:+sens]:  52%|█ | 138/264 [03:31<03:13,  1.54s/it, loss=0.636, mat=0.003, sens=1.260, deg=0.000]
Ep 060/100 [S3:+sens]:  52%|█ | 138/264 [03:33<03:13,  1.54s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  53%|█ | 139/264 [03:33<03:11,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  53%|█ | 139/264 [03:34<03:11,  1.53s/it, loss=0.547, mat=0.003, sens=1.082, deg=0.000]
Ep 060/100 [S3:+sens]:  53%|█ | 140/264 [03:34<03:09,  1.53s/it, loss=0.547, mat=0.003, sens=1.082, deg=0.000]
Ep 060/100 [S3:+sens]:  53%|█ | 140/264 [03:36<03:09,  1.53s/it, loss=0.532, mat=0.004, sens=1.057, deg=0.000]
Ep 060/100 [S3:+sens]:  53%|█ | 141/264 [03:36<03:07,  1.52s/it, loss=0.532, mat=0.004, sens=1.057, deg=0.000]
Ep 060/100 [S3:+sens]:  53%|█ | 141/264 [03:37<03:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  54%|█ | 142/264 [03:37<03:05,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  54%|█ | 142/264 [03:39<03:05,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  54%|█ | 143/264 [03:39<03:04,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  54%|█ | 143/264 [03:40<03:04,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  55%|█ | 144/264 [03:40<03:02,  1.52s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  55%|█ | 144/264 [03:42<03:02,  1.52s/it, loss=0.588, mat=0.003, sens=1.165, deg=0.000]
Ep 060/100 [S3:+sens]:  55%|█ | 145/264 [03:42<03:03,  1.54s/it, loss=0.588, mat=0.003, sens=1.165, deg=0.000]
Ep 060/100 [S3:+sens]:  55%|█ | 145/264 [03:43<03:03,  1.54s/it, loss=0.657, mat=0.004, sens=1.305, deg=0.000]
Ep 060/100 [S3:+sens]:  55%|█ | 146/264 [03:43<03:01,  1.54s/it, loss=0.657, mat=0.004, sens=1.305, deg=0.000]
Ep 060/100 [S3:+sens]:  55%|█ | 146/264 [03:45<03:01,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  56%|█ | 147/264 [03:45<02:59,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  56%|█ | 147/264 [03:46<02:59,  1.53s/it, loss=0.557, mat=0.003, sens=1.108, deg=0.000]
Ep 060/100 [S3:+sens]:  56%|█ | 148/264 [03:46<02:57,  1.53s/it, loss=0.557, mat=0.003, sens=1.108, deg=0.000]
Ep 060/100 [S3:+sens]:  56%|█ | 148/264 [03:48<02:57,  1.53s/it, loss=0.602, mat=0.003, sens=1.200, deg=0.000]
Ep 060/100 [S3:+sens]:  56%|█▏| 149/264 [03:48<02:55,  1.53s/it, loss=0.602, mat=0.003, sens=1.200, deg=0.000]
Ep 060/100 [S3:+sens]:  56%|█▏| 149/264 [03:49<02:55,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  57%|█▏| 150/264 [03:49<02:53,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  57%|█▏| 150/264 [03:51<02:53,  1.52s/it, loss=1.651, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  57%|█▏| 151/264 [03:51<02:51,  1.52s/it, loss=1.651, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  57%|█▏| 151/264 [03:52<02:51,  1.52s/it, loss=0.625, mat=0.005, sens=1.242, deg=0.000]
Ep 060/100 [S3:+sens]:  58%|█▏| 152/264 [03:52<02:50,  1.52s/it, loss=0.625, mat=0.005, sens=1.242, deg=0.000]
Ep 060/100 [S3:+sens]:  58%|█▏| 152/264 [03:54<02:50,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 060/100 [S3:+sens]:  58%|█▏| 153/264 [03:54<02:48,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001]
Ep 060/100 [S3:+sens]:  58%|█▏| 153/264 [03:55<02:48,  1.52s/it, loss=0.597, mat=0.004, sens=1.176, deg=0.000]
Ep 060/100 [S3:+sens]:  58%|█▏| 154/264 [03:55<02:46,  1.52s/it, loss=0.597, mat=0.004, sens=1.176, deg=0.000]
Ep 060/100 [S3:+sens]:  58%|█▏| 154/264 [03:57<02:46,  1.52s/it, loss=0.601, mat=0.003, sens=1.195, deg=0.000]
Ep 060/100 [S3:+sens]:  59%|█▏| 155/264 [03:57<02:45,  1.52s/it, loss=0.601, mat=0.003, sens=1.195, deg=0.000]
Ep 060/100 [S3:+sens]:  59%|█▏| 155/264 [03:58<02:45,  1.52s/it, loss=0.643, mat=0.004, sens=1.267, deg=0.000]
Ep 060/100 [S3:+sens]:  59%|█▏| 156/264 [03:58<02:43,  1.52s/it, loss=0.643, mat=0.004, sens=1.267, deg=0.000]
Ep 060/100 [S3:+sens]:  59%|█▏| 156/264 [04:00<02:43,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  59%|█▏| 157/264 [04:00<02:42,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  59%|█▏| 157/264 [04:02<02:42,  1.52s/it, loss=0.570, mat=0.003, sens=1.130, deg=0.000]
Ep 060/100 [S3:+sens]:  60%|█▏| 158/264 [04:02<02:40,  1.52s/it, loss=0.570, mat=0.003, sens=1.130, deg=0.000]
Ep 060/100 [S3:+sens]:  60%|█▏| 158/264 [04:03<02:40,  1.52s/it, loss=0.516, mat=0.003, sens=1.019, deg=0.000]
Ep 060/100 [S3:+sens]:  60%|█▏| 159/264 [04:03<02:39,  1.52s/it, loss=0.516, mat=0.003, sens=1.019, deg=0.000]
Ep 060/100 [S3:+sens]:  60%|█▏| 159/264 [04:05<02:39,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  61%|█▏| 160/264 [04:05<02:39,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  61%|█▏| 160/264 [04:06<02:39,  1.53s/it, loss=0.548, mat=0.004, sens=1.088, deg=0.000]
Ep 060/100 [S3:+sens]:  61%|█▏| 161/264 [04:06<02:37,  1.53s/it, loss=0.548, mat=0.004, sens=1.088, deg=0.000]
Ep 060/100 [S3:+sens]:  61%|█▏| 161/264 [04:08<02:37,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  61%|█▏| 162/264 [04:08<02:35,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  61%|█▏| 162/264 [04:09<02:35,  1.53s/it, loss=0.500, mat=0.003, sens=0.996, deg=0.000]
Ep 060/100 [S3:+sens]:  62%|█▏| 163/264 [04:09<02:34,  1.53s/it, loss=0.500, mat=0.003, sens=0.996, deg=0.000]
Ep 060/100 [S3:+sens]:  62%|█▏| 163/264 [04:11<02:34,  1.53s/it, loss=0.540, mat=0.004, sens=1.074, deg=0.000]
Ep 060/100 [S3:+sens]:  62%|█▏| 164/264 [04:11<02:34,  1.55s/it, loss=0.540, mat=0.004, sens=1.074, deg=0.000]
Ep 060/100 [S3:+sens]:  62%|█▏| 164/264 [04:12<02:34,  1.55s/it, loss=0.513, mat=0.004, sens=1.019, deg=0.000]
Ep 060/100 [S3:+sens]:  62%|█▎| 165/264 [04:12<02:32,  1.54s/it, loss=0.513, mat=0.004, sens=1.019, deg=0.000]
Ep 060/100 [S3:+sens]:  62%|█▎| 165/264 [04:14<02:32,  1.54s/it, loss=0.517, mat=0.002, sens=1.015, deg=0.000]
Ep 060/100 [S3:+sens]:  63%|█▎| 166/264 [04:14<02:29,  1.53s/it, loss=0.517, mat=0.002, sens=1.015, deg=0.000]
Ep 060/100 [S3:+sens]:  63%|█▎| 166/264 [04:15<02:29,  1.53s/it, loss=0.485, mat=0.002, sens=0.944, deg=0.000]
Ep 060/100 [S3:+sens]:  63%|█▎| 167/264 [04:15<02:28,  1.53s/it, loss=0.485, mat=0.002, sens=0.944, deg=0.000]
Ep 060/100 [S3:+sens]:  63%|█▎| 167/264 [04:17<02:28,  1.53s/it, loss=0.543, mat=0.004, sens=1.068, deg=0.000]
Ep 060/100 [S3:+sens]:  64%|█▎| 168/264 [04:17<02:26,  1.52s/it, loss=0.543, mat=0.004, sens=1.068, deg=0.000]
Ep 060/100 [S3:+sens]:  64%|█▎| 168/264 [04:18<02:26,  1.52s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  64%|█▎| 169/264 [04:18<02:24,  1.52s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  64%|█▎| 169/264 [04:20<02:24,  1.52s/it, loss=0.569, mat=0.004, sens=1.131, deg=0.000]
Ep 060/100 [S3:+sens]:  64%|█▎| 170/264 [04:20<02:22,  1.52s/it, loss=0.569, mat=0.004, sens=1.131, deg=0.000]
Ep 060/100 [S3:+sens]:  64%|█▎| 170/264 [04:21<02:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  65%|█▎| 171/264 [04:21<02:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  65%|█▎| 171/264 [04:23<02:21,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  65%|█▎| 172/264 [04:23<02:19,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  65%|█▎| 172/264 [04:24<02:19,  1.52s/it, loss=0.617, mat=0.002, sens=1.227, deg=0.003]
Ep 060/100 [S3:+sens]:  66%|█▎| 173/264 [04:24<02:18,  1.52s/it, loss=0.617, mat=0.002, sens=1.227, deg=0.003]
Ep 060/100 [S3:+sens]:  66%|█▎| 173/264 [04:26<02:18,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  66%|█▎| 174/264 [04:26<02:16,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  66%|█▎| 174/264 [04:27<02:16,  1.52s/it, loss=0.601, mat=0.004, sens=1.192, deg=0.000]
Ep 060/100 [S3:+sens]:  66%|█▎| 175/264 [04:27<02:15,  1.52s/it, loss=0.601, mat=0.004, sens=1.192, deg=0.000]
Ep 060/100 [S3:+sens]:  66%|█▎| 175/264 [04:29<02:15,  1.52s/it, loss=0.617, mat=0.003, sens=1.212, deg=0.000]
Ep 060/100 [S3:+sens]:  67%|█▎| 176/264 [04:29<02:13,  1.52s/it, loss=0.617, mat=0.003, sens=1.212, deg=0.000]
Ep 060/100 [S3:+sens]:  67%|█▎| 176/264 [04:30<02:13,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  67%|█▎| 177/264 [04:30<02:12,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  67%|█▎| 177/264 [04:32<02:12,  1.52s/it, loss=0.643, mat=0.003, sens=1.279, deg=0.000]
Ep 060/100 [S3:+sens]:  67%|█▎| 178/264 [04:32<02:12,  1.54s/it, loss=0.643, mat=0.003, sens=1.279, deg=0.000]
Ep 060/100 [S3:+sens]:  67%|█▎| 178/264 [04:34<02:12,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  68%|█▎| 179/264 [04:34<02:10,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  68%|█▎| 179/264 [04:35<02:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  68%|█▎| 180/264 [04:35<02:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  68%|█▎| 180/264 [04:37<02:08,  1.53s/it, loss=0.544, mat=0.004, sens=1.083, deg=0.000]
Ep 060/100 [S3:+sens]:  69%|█▎| 181/264 [04:37<02:06,  1.52s/it, loss=0.544, mat=0.004, sens=1.083, deg=0.000]
Ep 060/100 [S3:+sens]:  69%|█▎| 181/264 [04:38<02:06,  1.52s/it, loss=0.629, mat=0.002, sens=1.253, deg=0.000]
Ep 060/100 [S3:+sens]:  69%|█▍| 182/264 [04:38<02:04,  1.52s/it, loss=0.629, mat=0.002, sens=1.253, deg=0.000]
Ep 060/100 [S3:+sens]:  69%|█▍| 182/264 [04:40<02:04,  1.52s/it, loss=0.540, mat=0.003, sens=1.075, deg=0.000]
Ep 060/100 [S3:+sens]:  69%|█▍| 183/264 [04:40<02:03,  1.52s/it, loss=0.540, mat=0.003, sens=1.075, deg=0.000]
Ep 060/100 [S3:+sens]:  69%|█▍| 183/264 [04:41<02:03,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  70%|█▍| 184/264 [04:41<02:02,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  70%|█▍| 184/264 [04:43<02:02,  1.53s/it, loss=0.042, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  70%|█▍| 185/264 [04:43<02:00,  1.53s/it, loss=0.042, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  70%|█▍| 185/264 [04:44<02:00,  1.53s/it, loss=0.511, mat=0.003, sens=1.018, deg=0.000]
Ep 060/100 [S3:+sens]:  70%|█▍| 186/264 [04:44<01:59,  1.53s/it, loss=0.511, mat=0.003, sens=1.018, deg=0.000]
Ep 060/100 [S3:+sens]:  70%|█▍| 186/264 [04:46<01:59,  1.53s/it, loss=0.600, mat=0.003, sens=1.194, deg=0.000]
Ep 060/100 [S3:+sens]:  71%|█▍| 187/264 [04:46<01:58,  1.54s/it, loss=0.600, mat=0.003, sens=1.194, deg=0.000]
Ep 060/100 [S3:+sens]:  71%|█▍| 187/264 [04:47<01:58,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  71%|█▍| 188/264 [04:47<01:56,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  71%|█▍| 188/264 [04:49<01:56,  1.53s/it, loss=0.065, mat=0.005, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  72%|█▍| 189/264 [04:49<01:54,  1.53s/it, loss=0.065, mat=0.005, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  72%|█▍| 189/264 [04:50<01:54,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  72%|█▍| 190/264 [04:50<01:54,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  72%|█▍| 190/264 [04:52<01:54,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  72%|█▍| 191/264 [04:52<01:52,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  72%|█▍| 191/264 [04:53<01:52,  1.54s/it, loss=0.551, mat=0.004, sens=1.095, deg=0.000]
Ep 060/100 [S3:+sens]:  73%|█▍| 192/264 [04:53<01:50,  1.53s/it, loss=0.551, mat=0.004, sens=1.095, deg=0.000]
Ep 060/100 [S3:+sens]:  73%|█▍| 192/264 [04:55<01:50,  1.53s/it, loss=0.537, mat=0.003, sens=1.065, deg=0.000]
Ep 060/100 [S3:+sens]:  73%|█▍| 193/264 [04:55<01:48,  1.53s/it, loss=0.537, mat=0.003, sens=1.065, deg=0.000]
Ep 060/100 [S3:+sens]:  73%|█▍| 193/264 [04:57<01:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  73%|█▍| 194/264 [04:57<01:46,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  73%|█▍| 194/264 [04:58<01:46,  1.52s/it, loss=0.482, mat=0.004, sens=0.959, deg=0.000]
Ep 060/100 [S3:+sens]:  74%|█▍| 195/264 [04:58<01:44,  1.52s/it, loss=0.482, mat=0.004, sens=0.959, deg=0.000]
Ep 060/100 [S3:+sens]:  74%|█▍| 195/264 [05:00<01:44,  1.52s/it, loss=0.544, mat=0.003, sens=1.084, deg=0.000]
Ep 060/100 [S3:+sens]:  74%|█▍| 196/264 [05:00<01:43,  1.52s/it, loss=0.544, mat=0.003, sens=1.084, deg=0.000]
Ep 060/100 [S3:+sens]:  74%|█▍| 196/264 [05:01<01:43,  1.52s/it, loss=0.623, mat=0.005, sens=1.241, deg=0.000]
Ep 060/100 [S3:+sens]:  75%|█▍| 197/264 [05:01<01:41,  1.52s/it, loss=0.623, mat=0.005, sens=1.241, deg=0.000]
Ep 060/100 [S3:+sens]:  75%|█▍| 197/264 [05:03<01:41,  1.52s/it, loss=0.576, mat=0.004, sens=1.145, deg=0.000]
Ep 060/100 [S3:+sens]:  75%|█▌| 198/264 [05:03<01:40,  1.52s/it, loss=0.576, mat=0.004, sens=1.145, deg=0.000]
Ep 060/100 [S3:+sens]:  75%|█▌| 198/264 [05:04<01:40,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  75%|█▌| 199/264 [05:04<01:38,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  75%|█▌| 199/264 [05:06<01:38,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  76%|█▌| 200/264 [05:06<01:37,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  76%|█▌| 200/264 [05:07<01:37,  1.52s/it, loss=0.608, mat=0.005, sens=1.198, deg=0.001]
Ep 060/100 [S3:+sens]:  76%|█▌| 201/264 [05:07<01:35,  1.52s/it, loss=0.608, mat=0.005, sens=1.198, deg=0.001]
Ep 060/100 [S3:+sens]:  76%|█▌| 201/264 [05:09<01:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 060/100 [S3:+sens]:  77%|█▌| 202/264 [05:09<01:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001]
Ep 060/100 [S3:+sens]:  77%|█▌| 202/264 [05:10<01:34,  1.52s/it, loss=0.524, mat=0.003, sens=1.044, deg=0.000]
Ep 060/100 [S3:+sens]:  77%|█▌| 203/264 [05:10<01:32,  1.52s/it, loss=0.524, mat=0.003, sens=1.044, deg=0.000]
Ep 060/100 [S3:+sens]:  77%|█▌| 203/264 [05:12<01:32,  1.52s/it, loss=0.565, mat=0.003, sens=1.121, deg=0.000]
Ep 060/100 [S3:+sens]:  77%|█▌| 204/264 [05:12<01:30,  1.52s/it, loss=0.565, mat=0.003, sens=1.121, deg=0.000]
Ep 060/100 [S3:+sens]:  77%|█▌| 204/264 [05:13<01:30,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  78%|█▌| 205/264 [05:13<01:29,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  78%|█▌| 205/264 [05:15<01:29,  1.52s/it, loss=0.582, mat=0.002, sens=1.156, deg=0.000]
Ep 060/100 [S3:+sens]:  78%|█▌| 206/264 [05:15<01:28,  1.52s/it, loss=0.582, mat=0.002, sens=1.156, deg=0.000]
Ep 060/100 [S3:+sens]:  78%|█▌| 206/264 [05:16<01:28,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  78%|█▌| 207/264 [05:16<01:26,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  78%|█▌| 207/264 [05:18<01:26,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  79%|█▌| 208/264 [05:18<01:26,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  79%|█▌| 208/264 [05:19<01:26,  1.54s/it, loss=0.573, mat=0.002, sens=1.118, deg=0.000]
Ep 060/100 [S3:+sens]:  79%|█▌| 209/264 [05:19<01:24,  1.53s/it, loss=0.573, mat=0.002, sens=1.118, deg=0.000]
Ep 060/100 [S3:+sens]:  79%|█▌| 209/264 [05:21<01:24,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  80%|█▌| 210/264 [05:21<01:22,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  80%|█▌| 210/264 [05:22<01:22,  1.53s/it, loss=0.585, mat=0.003, sens=1.163, deg=0.001]
Ep 060/100 [S3:+sens]:  80%|█▌| 211/264 [05:22<01:20,  1.53s/it, loss=0.585, mat=0.003, sens=1.163, deg=0.001]
Ep 060/100 [S3:+sens]:  80%|█▌| 211/264 [05:24<01:20,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  80%|█▌| 212/264 [05:24<01:19,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  80%|█▌| 212/264 [05:25<01:19,  1.53s/it, loss=0.585, mat=0.004, sens=1.162, deg=0.000]
Ep 060/100 [S3:+sens]:  81%|█▌| 213/264 [05:25<01:18,  1.53s/it, loss=0.585, mat=0.004, sens=1.162, deg=0.000]
Ep 060/100 [S3:+sens]:  81%|█▌| 213/264 [05:27<01:18,  1.53s/it, loss=0.588, mat=0.003, sens=1.171, deg=0.000]
Ep 060/100 [S3:+sens]:  81%|█▌| 214/264 [05:27<01:16,  1.52s/it, loss=0.588, mat=0.003, sens=1.171, deg=0.000]
Ep 060/100 [S3:+sens]:  81%|█▌| 214/264 [05:28<01:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  81%|█▋| 215/264 [05:28<01:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  81%|█▋| 215/264 [05:30<01:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  82%|█▋| 216/264 [05:30<01:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  82%|█▋| 216/264 [05:32<01:12,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  82%|█▋| 217/264 [05:32<01:11,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  82%|█▋| 217/264 [05:33<01:11,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  83%|█▋| 218/264 [05:33<01:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  83%|█▋| 218/264 [05:35<01:09,  1.52s/it, loss=0.525, mat=0.003, sens=1.045, deg=0.000]
Ep 060/100 [S3:+sens]:  83%|█▋| 219/264 [05:35<01:08,  1.52s/it, loss=0.525, mat=0.003, sens=1.045, deg=0.000]
Ep 060/100 [S3:+sens]:  83%|█▋| 219/264 [05:36<01:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  83%|█▋| 220/264 [05:36<01:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  83%|█▋| 220/264 [05:38<01:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  84%|█▋| 221/264 [05:38<01:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  84%|█▋| 221/264 [05:39<01:05,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  84%|█▋| 222/264 [05:39<01:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  84%|█▋| 222/264 [05:41<01:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  84%|█▋| 223/264 [05:41<01:03,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  84%|█▋| 223/264 [05:42<01:03,  1.54s/it, loss=0.547, mat=0.003, sens=1.087, deg=0.000]
Ep 060/100 [S3:+sens]:  85%|█▋| 224/264 [05:42<01:01,  1.53s/it, loss=0.547, mat=0.003, sens=1.087, deg=0.000]
Ep 060/100 [S3:+sens]:  85%|█▋| 224/264 [05:44<01:01,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  85%|█▋| 225/264 [05:44<00:59,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  85%|█▋| 225/264 [05:45<00:59,  1.53s/it, loss=0.543, mat=0.003, sens=1.080, deg=0.000]
Ep 060/100 [S3:+sens]:  86%|█▋| 226/264 [05:45<00:57,  1.53s/it, loss=0.543, mat=0.003, sens=1.080, deg=0.000]
Ep 060/100 [S3:+sens]:  86%|█▋| 226/264 [05:47<00:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  86%|█▋| 227/264 [05:47<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  86%|█▋| 227/264 [05:48<00:56,  1.52s/it, loss=0.601, mat=0.003, sens=1.195, deg=0.000]
Ep 060/100 [S3:+sens]:  86%|█▋| 228/264 [05:48<00:54,  1.52s/it, loss=0.601, mat=0.003, sens=1.195, deg=0.000]
Ep 060/100 [S3:+sens]:  86%|█▋| 228/264 [05:50<00:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  87%|█▋| 229/264 [05:50<00:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  87%|█▋| 229/264 [05:51<00:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  87%|█▋| 230/264 [05:51<00:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  87%|█▋| 230/264 [05:53<00:51,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  88%|█▊| 231/264 [05:53<00:50,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  88%|█▊| 231/264 [05:54<00:50,  1.52s/it, loss=0.528, mat=0.004, sens=1.052, deg=0.000]
Ep 060/100 [S3:+sens]:  88%|█▊| 232/264 [05:54<00:48,  1.52s/it, loss=0.528, mat=0.004, sens=1.052, deg=0.000]
Ep 060/100 [S3:+sens]:  88%|█▊| 232/264 [05:56<00:48,  1.52s/it, loss=0.570, mat=0.002, sens=1.128, deg=0.000]
Ep 060/100 [S3:+sens]:  88%|█▊| 233/264 [05:56<00:47,  1.52s/it, loss=0.570, mat=0.002, sens=1.128, deg=0.000]
Ep 060/100 [S3:+sens]:  88%|█▊| 233/264 [05:57<00:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  89%|█▊| 234/264 [05:57<00:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  89%|█▊| 234/264 [05:59<00:45,  1.52s/it, loss=0.560, mat=0.005, sens=1.113, deg=0.000]
Ep 060/100 [S3:+sens]:  89%|█▊| 235/264 [05:59<00:44,  1.54s/it, loss=0.560, mat=0.005, sens=1.113, deg=0.000]
Ep 060/100 [S3:+sens]:  89%|█▊| 235/264 [06:01<00:44,  1.54s/it, loss=0.539, mat=0.003, sens=1.074, deg=0.000]
Ep 060/100 [S3:+sens]:  89%|█▊| 236/264 [06:01<00:43,  1.54s/it, loss=0.539, mat=0.003, sens=1.074, deg=0.000]
Ep 060/100 [S3:+sens]:  89%|█▊| 236/264 [06:02<00:43,  1.54s/it, loss=0.571, mat=0.003, sens=1.139, deg=0.000]
Ep 060/100 [S3:+sens]:  90%|█▊| 237/264 [06:02<00:41,  1.53s/it, loss=0.571, mat=0.003, sens=1.139, deg=0.000]
Ep 060/100 [S3:+sens]:  90%|█▊| 237/264 [06:04<00:41,  1.53s/it, loss=0.505, mat=0.003, sens=1.006, deg=0.000]
Ep 060/100 [S3:+sens]:  90%|█▊| 238/264 [06:04<00:39,  1.53s/it, loss=0.505, mat=0.003, sens=1.006, deg=0.000]
Ep 060/100 [S3:+sens]:  90%|█▊| 238/264 [06:05<00:39,  1.53s/it, loss=0.590, mat=0.004, sens=1.169, deg=0.000]
Ep 060/100 [S3:+sens]:  91%|█▊| 239/264 [06:05<00:38,  1.53s/it, loss=0.590, mat=0.004, sens=1.169, deg=0.000]
Ep 060/100 [S3:+sens]:  91%|█▊| 239/264 [06:07<00:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  91%|█▊| 240/264 [06:07<00:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  91%|█▊| 240/264 [06:08<00:36,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  91%|█▊| 241/264 [06:08<00:34,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  91%|█▊| 241/264 [06:10<00:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  92%|█▊| 242/264 [06:10<00:33,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  92%|█▊| 242/264 [06:11<00:33,  1.52s/it, loss=0.555, mat=0.003, sens=1.105, deg=0.000]
Ep 060/100 [S3:+sens]:  92%|█▊| 243/264 [06:11<00:31,  1.52s/it, loss=0.555, mat=0.003, sens=1.105, deg=0.000]
Ep 060/100 [S3:+sens]:  92%|█▊| 243/264 [06:13<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  92%|█▊| 244/264 [06:13<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  92%|█▊| 244/264 [06:14<00:30,  1.52s/it, loss=0.591, mat=0.004, sens=1.176, deg=0.000]
Ep 060/100 [S3:+sens]:  93%|█▊| 245/264 [06:14<00:28,  1.52s/it, loss=0.591, mat=0.004, sens=1.176, deg=0.000]
Ep 060/100 [S3:+sens]:  93%|█▊| 245/264 [06:16<00:28,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  93%|█▊| 246/264 [06:16<00:27,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  93%|█▊| 246/264 [06:17<00:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  94%|█▊| 247/264 [06:17<00:25,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  94%|█▊| 247/264 [06:19<00:25,  1.52s/it, loss=0.544, mat=0.002, sens=1.083, deg=0.000]
Ep 060/100 [S3:+sens]:  94%|█▉| 248/264 [06:19<00:24,  1.51s/it, loss=0.544, mat=0.002, sens=1.083, deg=0.000]
Ep 060/100 [S3:+sens]:  94%|█▉| 248/264 [06:20<00:24,  1.51s/it, loss=0.627, mat=0.004, sens=1.249, deg=0.000]
Ep 060/100 [S3:+sens]:  94%|█▉| 249/264 [06:20<00:22,  1.51s/it, loss=0.627, mat=0.004, sens=1.249, deg=0.000]
Ep 060/100 [S3:+sens]:  94%|█▉| 249/264 [06:22<00:22,  1.51s/it, loss=0.666, mat=0.003, sens=1.137, deg=0.000]
Ep 060/100 [S3:+sens]:  95%|█▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.666, mat=0.003, sens=1.137, deg=0.000]
Ep 060/100 [S3:+sens]:  95%|█▉| 250/264 [06:23<00:21,  1.52s/it, loss=0.640, mat=0.003, sens=1.276, deg=0.000]
Ep 060/100 [S3:+sens]:  95%|█▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.640, mat=0.003, sens=1.276, deg=0.000]
Ep 060/100 [S3:+sens]:  95%|█▉| 251/264 [06:25<00:19,  1.52s/it, loss=0.598, mat=0.004, sens=1.189, deg=0.000]
Ep 060/100 [S3:+sens]:  95%|█▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.598, mat=0.004, sens=1.189, deg=0.000]
Ep 060/100 [S3:+sens]:  95%|█▉| 252/264 [06:26<00:18,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  96%|█▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  96%|█▉| 253/264 [06:28<00:16,  1.52s/it, loss=0.602, mat=0.003, sens=1.196, deg=0.000]
Ep 060/100 [S3:+sens]:  96%|█▉| 254/264 [06:28<00:15,  1.54s/it, loss=0.602, mat=0.003, sens=1.196, deg=0.000]
Ep 060/100 [S3:+sens]:  96%|█▉| 254/264 [06:29<00:15,  1.54s/it, loss=0.600, mat=0.003, sens=1.195, deg=0.000]
Ep 060/100 [S3:+sens]:  97%|█▉| 255/264 [06:29<00:13,  1.53s/it, loss=0.600, mat=0.003, sens=1.195, deg=0.000]
Ep 060/100 [S3:+sens]:  97%|█▉| 255/264 [06:31<00:13,  1.53s/it, loss=0.597, mat=0.003, sens=1.189, deg=0.000]
Ep 060/100 [S3:+sens]:  97%|█▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.597, mat=0.003, sens=1.189, deg=0.000]
Ep 060/100 [S3:+sens]:  97%|█▉| 256/264 [06:32<00:12,  1.53s/it, loss=0.575, mat=0.004, sens=1.141, deg=0.001]
Ep 060/100 [S3:+sens]:  97%|█▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.575, mat=0.004, sens=1.141, deg=0.001]
Ep 060/100 [S3:+sens]:  97%|█▉| 257/264 [06:34<00:10,  1.52s/it, loss=0.543, mat=0.003, sens=1.081, deg=0.000]
Ep 060/100 [S3:+sens]:  98%|█▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.543, mat=0.003, sens=1.081, deg=0.000]
Ep 060/100 [S3:+sens]:  98%|█▉| 258/264 [06:35<00:09,  1.52s/it, loss=0.570, mat=0.003, sens=1.134, deg=0.001]
Ep 060/100 [S3:+sens]:  98%|█▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.570, mat=0.003, sens=1.134, deg=0.001]
Ep 060/100 [S3:+sens]:  98%|█▉| 259/264 [06:37<00:07,  1.52s/it, loss=0.599, mat=0.004, sens=1.192, deg=0.000]
Ep 060/100 [S3:+sens]:  98%|█▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.599, mat=0.004, sens=1.192, deg=0.000]
Ep 060/100 [S3:+sens]:  98%|█▉| 260/264 [06:38<00:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  99%|█▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  99%|█▉| 261/264 [06:40<00:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  99%|█▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]:  99%|█▉| 262/264 [06:42<00:03,  1.52s/it, loss=0.601, mat=0.003, sens=1.195, deg=0.000]
Ep 060/100 [S3:+sens]: 100%|█▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.601, mat=0.003, sens=1.195, deg=0.000]
Ep 060/100 [S3:+sens]: 100%|█▉| 263/264 [06:43<00:01,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 060/100 [S3:+sens]: 100%|██| 264/264 [06:43<00:00,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
                                                                                                              
Epoch 060/100 [S3:+sens]  loss=0.3341  mat=0.0032  sens=0.6455  deg=0.0005  orth=0.0097  α=0.5 β=0.5 γ=0.3  404s

Ep 061/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 061/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.857, mat=0.003, sens=1.221, deg=0.000]
Ep 061/100 [S4:finetune]:   0%| | 1/264 [00:02<09:26,  2.15s/it, loss=0.857, mat=0.003, sens=1.221, deg=0.000]
Ep 061/100 [S4:finetune]:   0%| | 1/264 [00:03<09:26,  2.15s/it, loss=0.823, mat=0.004, sens=1.172, deg=0.001]
Ep 061/100 [S4:finetune]:   1%| | 2/264 [00:03<07:44,  1.77s/it, loss=0.823, mat=0.004, sens=1.172, deg=0.001]
Ep 061/100 [S4:finetune]:   1%| | 2/264 [00:05<07:44,  1.77s/it, loss=0.791, mat=0.003, sens=1.123, deg=0.000]
Ep 061/100 [S4:finetune]:   1%| | 3/264 [00:05<07:11,  1.65s/it, loss=0.791, mat=0.003, sens=1.123, deg=0.000]
Ep 061/100 [S4:finetune]:   1%| | 3/264 [00:06<07:11,  1.65s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 061/100 [S4:finetune]:   2%| | 4/264 [00:06<07:07,  1.64s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 061/100 [S4:finetune]:   2%| | 4/264 [00:08<07:07,  1.64s/it, loss=0.890, mat=0.004, sens=1.268, deg=0.000]
Ep 061/100 [S4:finetune]:   2%| | 5/264 [00:08<06:52,  1.59s/it, loss=0.890, mat=0.004, sens=1.268, deg=0.000]
Ep 061/100 [S4:finetune]:   2%| | 5/264 [00:09<06:52,  1.59s/it, loss=0.851, mat=0.004, sens=1.210, deg=0.000]
Ep 061/100 [S4:finetune]:   2%| | 6/264 [00:09<06:44,  1.57s/it, loss=0.851, mat=0.004, sens=1.210, deg=0.000]
Ep 061/100 [S4:finetune]:   2%| | 6/264 [00:11<06:44,  1.57s/it, loss=0.815, mat=0.003, sens=1.163, deg=0.000]
Ep 061/100 [S4:finetune]:   3%| | 7/264 [00:11<06:38,  1.55s/it, loss=0.815, mat=0.003, sens=1.163, deg=0.000]
Ep 061/100 [S4:finetune]:   3%| | 7/264 [00:12<06:38,  1.55s/it, loss=0.733, mat=0.004, sens=1.041, deg=0.000]
Ep 061/100 [S4:finetune]:   3%| | 8/264 [00:12<06:33,  1.54s/it, loss=0.733, mat=0.004, sens=1.041, deg=0.000]
Ep 061/100 [S4:finetune]:   3%| | 8/264 [00:14<06:33,  1.54s/it, loss=0.884, mat=0.003, sens=1.258, deg=0.000]
Ep 061/100 [S4:finetune]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.884, mat=0.003, sens=1.258, deg=0.000]
Ep 061/100 [S4:finetune]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000]
Ep 061/100 [S4:finetune]:   4%| | 10/264 [00:15<06:26,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   4%| | 11/264 [00:17<06:24,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   4%| | 11/264 [00:18<06:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   5%| | 12/264 [00:18<06:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   5%| | 12/264 [00:20<06:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   5%| | 13/264 [00:20<06:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   5%| | 13/264 [00:21<06:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   5%| | 14/264 [00:21<06:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   5%| | 14/264 [00:23<06:18,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   6%| | 15/264 [00:25<06:16,  1.51s/it, loss=0.810, mat=0.003, sens=1.154, deg=0.000
Ep 061/100 [S4:finetune]:   6%| | 16/264 [00:25<06:20,  1.54s/it, loss=0.810, mat=0.003, sens=1.154, deg=0.000
Ep 061/100 [S4:finetune]:   6%| | 16/264 [00:26<06:20,  1.54s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   6%| | 17/264 [00:26<06:17,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   6%| | 17/264 [00:28<06:17,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   7%| | 18/264 [00:28<06:14,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   7%| | 18/264 [00:29<06:14,  1.52s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   7%| | 19/264 [00:29<06:12,  1.52s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   7%| | 19/264 [00:31<06:12,  1.52s/it, loss=0.808, mat=0.004, sens=1.153, deg=0.000
Ep 061/100 [S4:finetune]:   8%| | 20/264 [00:31<06:10,  1.52s/it, loss=0.808, mat=0.004, sens=1.153, deg=0.000
Ep 061/100 [S4:finetune]:   8%| | 20/264 [00:32<06:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   8%| | 21/264 [00:32<06:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:   8%| | 21/264 [00:34<06:08,  1.52s/it, loss=0.866, mat=0.003, sens=1.233, deg=0.000
Ep 061/100 [S4:finetune]:   8%| | 22/264 [00:34<06:09,  1.53s/it, loss=0.866, mat=0.003, sens=1.233, deg=0.000
Ep 061/100 [S4:finetune]:   8%| | 22/264 [00:35<06:09,  1.53s/it, loss=0.812, mat=0.004, sens=1.157, deg=0.000
Ep 061/100 [S4:finetune]:   9%| | 23/264 [00:35<06:08,  1.53s/it, loss=0.812, mat=0.004, sens=1.157, deg=0.000
Ep 061/100 [S4:finetune]:   9%| | 23/264 [00:37<06:08,  1.53s/it, loss=0.749, mat=0.004, sens=1.066, deg=0.000
Ep 061/100 [S4:finetune]:   9%| | 24/264 [00:37<06:05,  1.52s/it, loss=0.749, mat=0.004, sens=1.066, deg=0.000
Ep 061/100 [S4:finetune]:   9%| | 24/264 [00:38<06:05,  1.52s/it, loss=0.837, mat=0.004, sens=1.192, deg=0.000
Ep 061/100 [S4:finetune]:   9%| | 25/264 [00:38<06:02,  1.52s/it, loss=0.837, mat=0.004, sens=1.192, deg=0.000
Ep 061/100 [S4:finetune]:   9%| | 25/264 [00:40<06:02,  1.52s/it, loss=0.881, mat=0.004, sens=1.249, deg=0.000
Ep 061/100 [S4:finetune]:  10%| | 26/264 [00:40<06:00,  1.52s/it, loss=0.881, mat=0.004, sens=1.249, deg=0.000
Ep 061/100 [S4:finetune]:  10%| | 26/264 [00:41<06:00,  1.52s/it, loss=0.893, mat=0.003, sens=1.270, deg=0.000
Ep 061/100 [S4:finetune]:  10%| | 27/264 [00:41<05:59,  1.51s/it, loss=0.893, mat=0.003, sens=1.270, deg=0.000
Ep 061/100 [S4:finetune]:  10%| | 27/264 [00:43<05:59,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.001
Ep 061/100 [S4:finetune]:  11%| | 28/264 [00:43<05:57,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.001
Ep 061/100 [S4:finetune]:  11%| | 28/264 [00:44<05:57,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001
Ep 061/100 [S4:finetune]:  11%| | 29/264 [00:44<05:56,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001
Ep 061/100 [S4:finetune]:  11%| | 29/264 [00:46<05:56,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  11%| | 30/264 [00:46<05:54,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  11%| | 30/264 [00:47<05:54,  1.51s/it, loss=0.886, mat=0.004, sens=1.259, deg=0.000
Ep 061/100 [S4:finetune]:  12%| | 31/264 [00:47<05:53,  1.52s/it, loss=0.886, mat=0.004, sens=1.259, deg=0.000
Ep 061/100 [S4:finetune]:  12%| | 31/264 [00:49<05:53,  1.52s/it, loss=0.784, mat=0.003, sens=1.118, deg=0.000
Ep 061/100 [S4:finetune]:  12%| | 32/264 [00:49<05:51,  1.51s/it, loss=0.784, mat=0.003, sens=1.118, deg=0.000
Ep 061/100 [S4:finetune]:  12%| | 32/264 [00:50<05:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:47,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:47,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:51,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:51,  1.54s/it, loss=0.803, mat=0.004, sens=1.145, deg=0.000
Ep 061/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:48,  1.53s/it, loss=0.803, mat=0.004, sens=1.145, deg=0.000
Ep 061/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:48,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.52s/it, loss=0.817, mat=0.004, sens=1.164, deg=0.000
Ep 061/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.817, mat=0.004, sens=1.164, deg=0.000
Ep 061/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.842, mat=0.003, sens=1.201, deg=0.000
Ep 061/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:36,  1.52s/it, loss=0.842, mat=0.003, sens=1.201, deg=0.000
Ep 061/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:36,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:33,  1.52s/it, loss=0.819, mat=0.003, sens=1.167, deg=0.000
Ep 061/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:31,  1.51s/it, loss=0.819, mat=0.003, sens=1.167, deg=0.000
Ep 061/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:32,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:30,  1.52s/it, loss=0.790, mat=0.003, sens=1.126, deg=0.000
Ep 061/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:28,  1.52s/it, loss=0.790, mat=0.003, sens=1.126, deg=0.000
Ep 061/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:28,  1.52s/it, loss=0.803, mat=0.003, sens=1.141, deg=0.000
Ep 061/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:31,  1.54s/it, loss=0.803, mat=0.003, sens=1.141, deg=0.000
Ep 061/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:31,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:27,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:25,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:20,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:18,  1.52s/it, loss=0.745, mat=0.003, sens=1.063, deg=0.000
Ep 061/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:17,  1.52s/it, loss=0.745, mat=0.003, sens=1.063, deg=0.000
Ep 061/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:17,  1.52s/it, loss=0.833, mat=0.003, sens=1.187, deg=0.000
Ep 061/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:15,  1.52s/it, loss=0.833, mat=0.003, sens=1.187, deg=0.000
Ep 061/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:15,  1.52s/it, loss=0.776, mat=0.003, sens=1.106, deg=0.000
Ep 061/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:13,  1.52s/it, loss=0.776, mat=0.003, sens=1.106, deg=0.000
Ep 061/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:12,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:10,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:10,  1.52s/it, loss=0.782, mat=0.002, sens=1.115, deg=0.000
Ep 061/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.782, mat=0.002, sens=1.115, deg=0.000
Ep 061/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:12,  1.54s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:12,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:09,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:09,  1.53s/it, loss=0.794, mat=0.002, sens=1.132, deg=0.000
Ep 061/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:06,  1.53s/it, loss=0.794, mat=0.002, sens=1.132, deg=0.000
Ep 061/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:06,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:04,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.788, mat=0.003, sens=1.122, deg=0.000
Ep 061/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.788, mat=0.003, sens=1.122, deg=0.000
Ep 061/100 [S4:finetune]:  25%|▏| 65/264 [01:41<05:02,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  25%|▎| 66/264 [01:41<05:00,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  25%|▎| 67/264 [01:44<04:58,  1.52s/it, loss=0.723, mat=0.003, sens=1.031, deg=0.000
Ep 061/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:57,  1.52s/it, loss=0.723, mat=0.003, sens=1.031, deg=0.000
Ep 061/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:55,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:55,  1.52s/it, loss=0.866, mat=0.003, sens=1.235, deg=0.000
Ep 061/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:54,  1.52s/it, loss=0.866, mat=0.003, sens=1.235, deg=0.000
Ep 061/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:52,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:52,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:53,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:53,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:51,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:51,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:49,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:49,  1.52s/it, loss=0.737, mat=0.003, sens=1.049, deg=0.000
Ep 061/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:47,  1.52s/it, loss=0.737, mat=0.003, sens=1.049, deg=0.000
Ep 061/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:47,  1.52s/it, loss=0.748, mat=0.003, sens=1.066, deg=0.000
Ep 061/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:45,  1.52s/it, loss=0.748, mat=0.003, sens=1.066, deg=0.000
Ep 061/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:45,  1.52s/it, loss=0.815, mat=0.003, sens=1.162, deg=0.000
Ep 061/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:44,  1.52s/it, loss=0.815, mat=0.003, sens=1.162, deg=0.000
Ep 061/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:44,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:45,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:45,  1.54s/it, loss=0.745, mat=0.003, sens=1.061, deg=0.000
Ep 061/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:42,  1.54s/it, loss=0.745, mat=0.003, sens=1.061, deg=0.000
Ep 061/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:42,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:39,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:39,  1.53s/it, loss=0.821, mat=0.004, sens=1.170, deg=0.000
Ep 061/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:37,  1.53s/it, loss=0.821, mat=0.004, sens=1.170, deg=0.000
Ep 061/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:37,  1.53s/it, loss=0.782, mat=0.003, sens=1.114, deg=0.000
Ep 061/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.782, mat=0.003, sens=1.114, deg=0.000
Ep 061/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:35,  1.52s/it, loss=0.722, mat=0.003, sens=1.027, deg=0.000
Ep 061/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:33,  1.52s/it, loss=0.722, mat=0.003, sens=1.027, deg=0.000
Ep 061/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:31,  1.52s/it, loss=0.769, mat=0.003, sens=1.095, deg=0.002
Ep 061/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.769, mat=0.003, sens=1.095, deg=0.002
Ep 061/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:30,  1.52s/it, loss=0.724, mat=0.002, sens=1.033, deg=0.000
Ep 061/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:28,  1.52s/it, loss=0.724, mat=0.002, sens=1.033, deg=0.000
Ep 061/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=0.753, mat=0.002, sens=1.074, deg=0.000
Ep 061/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:27,  1.52s/it, loss=0.753, mat=0.002, sens=1.074, deg=0.000
Ep 061/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:27,  1.52s/it, loss=0.829, mat=0.004, sens=1.181, deg=0.000
Ep 061/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:25,  1.52s/it, loss=0.829, mat=0.004, sens=1.181, deg=0.000
Ep 061/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:25,  1.52s/it, loss=0.876, mat=0.002, sens=1.249, deg=0.000
Ep 061/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:23,  1.52s/it, loss=0.876, mat=0.002, sens=1.249, deg=0.000
Ep 061/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:23,  1.52s/it, loss=0.830, mat=0.003, sens=1.184, deg=0.000
Ep 061/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:22,  1.52s/it, loss=0.830, mat=0.003, sens=1.184, deg=0.000
Ep 061/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:22,  1.52s/it, loss=0.834, mat=0.002, sens=1.187, deg=0.000
Ep 061/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.834, mat=0.002, sens=1.187, deg=0.000
Ep 061/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:21,  1.52s/it, loss=0.929, mat=0.002, sens=1.099, deg=0.000
Ep 061/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.929, mat=0.002, sens=1.099, deg=0.000
Ep 061/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.734, mat=0.003, sens=1.045, deg=0.000
Ep 061/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:22,  1.54s/it, loss=0.734, mat=0.003, sens=1.045, deg=0.000
Ep 061/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:22,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 061/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:19,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 061/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:19,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:18,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:18,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:15,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:13,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:13,  1.53s/it, loss=0.691, mat=0.003, sens=0.983, deg=0.000
Ep 061/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:11,  1.52s/it, loss=0.691, mat=0.003, sens=0.983, deg=0.000
Ep 061/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 061/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:09,  1.52s/it, loss=0.713, mat=0.002, sens=1.016, deg=0.00
Ep 061/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:07,  1.52s/it, loss=0.713, mat=0.002, sens=1.016, deg=0.00
Ep 061/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:07,  1.52s/it, loss=0.765, mat=0.002, sens=1.090, deg=0.00
Ep 061/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:05,  1.52s/it, loss=0.765, mat=0.002, sens=1.090, deg=0.00
Ep 061/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:05,  1.52s/it, loss=0.677, mat=0.002, sens=0.963, deg=0.00
Ep 061/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:04,  1.52s/it, loss=0.677, mat=0.002, sens=0.963, deg=0.00
Ep 061/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:02,  1.52s/it, loss=0.792, mat=0.004, sens=1.128, deg=0.00
Ep 061/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:01,  1.52s/it, loss=0.792, mat=0.004, sens=1.128, deg=0.00
Ep 061/100 [S4:finetune]:  40%|▍| 105/264 [02:42<04:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:03,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:03,  1.54s/it, loss=0.741, mat=0.003, sens=1.055, deg=0.00
Ep 061/100 [S4:finetune]:  41%|▍| 107/264 [02:43<04:00,  1.53s/it, loss=0.741, mat=0.003, sens=1.055, deg=0.00
Ep 061/100 [S4:finetune]:  41%|▍| 107/264 [02:45<04:00,  1.53s/it, loss=0.709, mat=0.003, sens=1.009, deg=0.00
Ep 061/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:58,  1.53s/it, loss=0.709, mat=0.003, sens=1.009, deg=0.00
Ep 061/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:58,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:56,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:56,  1.52s/it, loss=0.751, mat=0.003, sens=1.070, deg=0.00
Ep 061/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:54,  1.52s/it, loss=0.751, mat=0.003, sens=1.070, deg=0.00
Ep 061/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:54,  1.52s/it, loss=0.684, mat=0.002, sens=0.976, deg=0.00
Ep 061/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.684, mat=0.002, sens=0.976, deg=0.00
Ep 061/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:52,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:49,  1.52s/it, loss=0.799, mat=0.003, sens=1.139, deg=0.00
Ep 061/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:47,  1.52s/it, loss=0.799, mat=0.003, sens=1.139, deg=0.00
Ep 061/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:47,  1.52s/it, loss=0.745, mat=0.004, sens=1.062, deg=0.00
Ep 061/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:46,  1.52s/it, loss=0.745, mat=0.004, sens=1.062, deg=0.00
Ep 061/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:46,  1.52s/it, loss=0.708, mat=0.003, sens=1.007, deg=0.00
Ep 061/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.708, mat=0.003, sens=1.007, deg=0.00
Ep 061/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.785, mat=0.004, sens=1.115, deg=0.00
Ep 061/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:43,  1.52s/it, loss=0.785, mat=0.004, sens=1.115, deg=0.00
Ep 061/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:43,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:40,  1.52s/it, loss=0.678, mat=0.003, sens=0.966, deg=0.00
Ep 061/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:40,  1.53s/it, loss=0.678, mat=0.003, sens=0.966, deg=0.00
Ep 061/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:40,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:39,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:39,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:37,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:37,  1.53s/it, loss=0.759, mat=0.004, sens=1.082, deg=0.00
Ep 061/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:35,  1.53s/it, loss=0.759, mat=0.004, sens=1.082, deg=0.00
Ep 061/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:33,  1.52s/it, loss=0.697, mat=0.004, sens=0.994, deg=0.00
Ep 061/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:34,  1.55s/it, loss=0.697, mat=0.004, sens=0.994, deg=0.00
Ep 061/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:34,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:32,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  48%|▍| 126/264 [03:14<03:32,  1.54s/it, loss=0.711, mat=0.002, sens=1.014, deg=0.00
Ep 061/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:29,  1.53s/it, loss=0.711, mat=0.002, sens=1.014, deg=0.00
Ep 061/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:29,  1.53s/it, loss=0.768, mat=0.004, sens=1.095, deg=0.00
Ep 061/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.53s/it, loss=0.768, mat=0.004, sens=1.095, deg=0.00
Ep 061/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:27,  1.53s/it, loss=0.758, mat=0.003, sens=1.082, deg=0.00
Ep 061/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:25,  1.52s/it, loss=0.758, mat=0.003, sens=1.082, deg=0.00
Ep 061/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:25,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:23,  1.52s/it, loss=0.686, mat=0.003, sens=0.975, deg=0.00
Ep 061/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:22,  1.52s/it, loss=0.686, mat=0.003, sens=0.975, deg=0.00
Ep 061/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:20,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.951, mat=0.004, sens=1.089, deg=0.00
Ep 061/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.951, mat=0.004, sens=1.089, deg=0.00
Ep 061/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:12,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:12,  1.54s/it, loss=0.762, mat=0.002, sens=1.087, deg=0.00
Ep 061/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:10,  1.53s/it, loss=0.762, mat=0.002, sens=1.087, deg=0.00
Ep 061/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:10,  1.53s/it, loss=0.856, mat=0.004, sens=1.218, deg=0.00
Ep 061/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:08,  1.53s/it, loss=0.856, mat=0.004, sens=1.218, deg=0.00
Ep 061/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:06,  1.53s/it, loss=0.818, mat=0.004, sens=1.165, deg=0.00
Ep 061/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:04,  1.53s/it, loss=0.818, mat=0.004, sens=1.165, deg=0.00
Ep 061/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:04,  1.53s/it, loss=0.726, mat=0.003, sens=1.032, deg=0.00
Ep 061/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:04,  1.54s/it, loss=0.726, mat=0.003, sens=1.032, deg=0.00
Ep 061/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:04,  1.54s/it, loss=0.712, mat=0.003, sens=1.015, deg=0.00
Ep 061/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:02,  1.54s/it, loss=0.712, mat=0.003, sens=1.015, deg=0.00
Ep 061/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:02,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:00,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  55%|▌| 146/264 [03:44<03:00,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:58,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  56%|▌| 147/264 [03:46<02:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:57,  1.53s/it, loss=0.826, mat=0.004, sens=1.174, deg=0.00
Ep 061/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:55,  1.52s/it, loss=0.826, mat=0.004, sens=1.174, deg=0.00
Ep 061/100 [S4:finetune]:  56%|▌| 149/264 [03:49<02:55,  1.52s/it, loss=0.793, mat=0.004, sens=1.126, deg=0.00
Ep 061/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:53,  1.52s/it, loss=0.793, mat=0.004, sens=1.126, deg=0.00
Ep 061/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:53,  1.52s/it, loss=0.821, mat=0.003, sens=1.165, deg=0.00
Ep 061/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:54,  1.54s/it, loss=0.821, mat=0.003, sens=1.165, deg=0.00
Ep 061/100 [S4:finetune]:  57%|▌| 151/264 [03:52<02:54,  1.54s/it, loss=0.764, mat=0.003, sens=1.087, deg=0.00
Ep 061/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:52,  1.54s/it, loss=0.764, mat=0.003, sens=1.087, deg=0.00
Ep 061/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:52,  1.54s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:50,  1.53s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  58%|▌| 153/264 [03:55<02:50,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:48,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  59%|▌| 155/264 [03:58<02:46,  1.53s/it, loss=0.828, mat=0.005, sens=1.179, deg=0.00
Ep 061/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.828, mat=0.005, sens=1.179, deg=0.00
Ep 061/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.774, mat=0.002, sens=1.102, deg=0.00
Ep 061/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.774, mat=0.002, sens=1.102, deg=0.00
Ep 061/100 [S4:finetune]:  59%|▌| 157/264 [04:01<02:42,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:41,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:41,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  60%|▌| 159/264 [04:04<02:39,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:38,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:38,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  61%|▌| 161/264 [04:07<02:36,  1.52s/it, loss=0.749, mat=0.003, sens=1.066, deg=0.00
Ep 061/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:35,  1.52s/it, loss=0.749, mat=0.003, sens=1.066, deg=0.00
Ep 061/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:35,  1.52s/it, loss=0.814, mat=0.005, sens=1.158, deg=0.00
Ep 061/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:33,  1.52s/it, loss=0.814, mat=0.005, sens=1.158, deg=0.00
Ep 061/100 [S4:finetune]:  62%|▌| 163/264 [04:10<02:33,  1.52s/it, loss=0.828, mat=0.003, sens=1.179, deg=0.00
Ep 061/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:31,  1.52s/it, loss=0.828, mat=0.003, sens=1.179, deg=0.00
Ep 061/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:31,  1.52s/it, loss=0.767, mat=0.004, sens=1.091, deg=0.00
Ep 061/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.767, mat=0.004, sens=1.091, deg=0.00
Ep 061/100 [S4:finetune]:  62%|▋| 165/264 [04:13<02:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:28,  1.52s/it, loss=0.788, mat=0.005, sens=1.121, deg=0.00
Ep 061/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.788, mat=0.005, sens=1.121, deg=0.00
Ep 061/100 [S4:finetune]:  63%|▋| 167/264 [04:16<02:27,  1.52s/it, loss=0.772, mat=0.002, sens=1.100, deg=0.00
Ep 061/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:26,  1.53s/it, loss=0.772, mat=0.002, sens=1.100, deg=0.00
Ep 061/100 [S4:finetune]:  64%|▋| 168/264 [04:18<02:26,  1.53s/it, loss=0.844, mat=0.004, sens=1.202, deg=0.00
Ep 061/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:27,  1.55s/it, loss=0.844, mat=0.004, sens=1.202, deg=0.00
Ep 061/100 [S4:finetune]:  64%|▋| 169/264 [04:19<02:27,  1.55s/it, loss=0.013, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:25,  1.54s/it, loss=0.013, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  64%|▋| 170/264 [04:21<02:25,  1.54s/it, loss=0.902, mat=0.004, sens=1.286, deg=0.00
Ep 061/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:23,  1.55s/it, loss=0.902, mat=0.004, sens=1.286, deg=0.00
Ep 061/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:23,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:21,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  65%|▋| 172/264 [04:24<02:21,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:19,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:19,  1.53s/it, loss=0.809, mat=0.004, sens=1.151, deg=0.00
Ep 061/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:17,  1.53s/it, loss=0.809, mat=0.004, sens=1.151, deg=0.00
Ep 061/100 [S4:finetune]:  66%|▋| 174/264 [04:27<02:17,  1.53s/it, loss=0.898, mat=0.003, sens=1.281, deg=0.00
Ep 061/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:15,  1.53s/it, loss=0.898, mat=0.003, sens=1.281, deg=0.00
Ep 061/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.53s/it, loss=0.749, mat=0.003, sens=1.066, deg=0.00
Ep 061/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:14,  1.53s/it, loss=0.749, mat=0.003, sens=1.066, deg=0.00
Ep 061/100 [S4:finetune]:  67%|▋| 176/264 [04:30<02:14,  1.53s/it, loss=0.757, mat=0.002, sens=1.079, deg=0.00
Ep 061/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:12,  1.52s/it, loss=0.757, mat=0.002, sens=1.079, deg=0.00
Ep 061/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:12,  1.52s/it, loss=0.726, mat=0.003, sens=1.032, deg=0.00
Ep 061/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:10,  1.52s/it, loss=0.726, mat=0.003, sens=1.032, deg=0.00
Ep 061/100 [S4:finetune]:  67%|▋| 178/264 [04:33<02:10,  1.52s/it, loss=0.821, mat=0.003, sens=1.170, deg=0.00
Ep 061/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:09,  1.52s/it, loss=0.821, mat=0.003, sens=1.170, deg=0.00
Ep 061/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:09,  1.52s/it, loss=0.751, mat=0.003, sens=1.067, deg=0.00
Ep 061/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.751, mat=0.003, sens=1.067, deg=0.00
Ep 061/100 [S4:finetune]:  68%|▋| 180/264 [04:36<02:07,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:06,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:06,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  69%|▋| 182/264 [04:39<02:04,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:03,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  69%|▋| 183/264 [04:41<02:03,  1.52s/it, loss=0.836, mat=0.003, sens=1.192, deg=0.00
Ep 061/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:03,  1.54s/it, loss=0.836, mat=0.003, sens=1.192, deg=0.00
Ep 061/100 [S4:finetune]:  70%|▋| 184/264 [04:42<02:03,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  70%|▋| 185/264 [04:42<02:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  70%|▋| 185/264 [04:44<02:01,  1.53s/it, loss=0.892, mat=0.003, sens=1.271, deg=0.00
Ep 061/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:59,  1.53s/it, loss=0.892, mat=0.003, sens=1.271, deg=0.00
Ep 061/100 [S4:finetune]:  70%|▋| 186/264 [04:45<01:59,  1.53s/it, loss=0.779, mat=0.004, sens=1.109, deg=0.00
Ep 061/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:57,  1.53s/it, loss=0.779, mat=0.004, sens=1.109, deg=0.00
Ep 061/100 [S4:finetune]:  71%|▋| 187/264 [04:47<01:57,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:56,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  71%|▋| 188/264 [04:48<01:56,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  72%|▋| 189/264 [04:50<01:54,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:52,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:52,  1.52s/it, loss=0.790, mat=0.002, sens=1.126, deg=0.00
Ep 061/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.52s/it, loss=0.790, mat=0.002, sens=1.126, deg=0.00
Ep 061/100 [S4:finetune]:  72%|▋| 191/264 [04:53<01:51,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:49,  1.52s/it, loss=0.864, mat=0.002, sens=1.233, deg=0.00
Ep 061/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=0.864, mat=0.002, sens=1.233, deg=0.00
Ep 061/100 [S4:finetune]:  73%|▋| 193/264 [04:56<01:47,  1.52s/it, loss=0.822, mat=0.004, sens=1.169, deg=0.00
Ep 061/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.822, mat=0.004, sens=1.169, deg=0.00
Ep 061/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  74%|▋| 195/264 [04:59<01:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:46,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:46,  1.56s/it, loss=0.903, mat=0.003, sens=1.286, deg=0.00
Ep 061/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:43,  1.55s/it, loss=0.903, mat=0.003, sens=1.286, deg=0.00
Ep 061/100 [S4:finetune]:  75%|▋| 197/264 [05:02<01:43,  1.55s/it, loss=0.868, mat=0.003, sens=1.237, deg=0.00
Ep 061/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:41,  1.54s/it, loss=0.868, mat=0.003, sens=1.237, deg=0.00
Ep 061/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:41,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:39,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  75%|▊| 199/264 [05:05<01:39,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  76%|▊| 200/264 [05:07<01:37,  1.53s/it, loss=0.894, mat=0.003, sens=1.274, deg=0.00
Ep 061/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:36,  1.53s/it, loss=0.894, mat=0.003, sens=1.274, deg=0.00
Ep 061/100 [S4:finetune]:  76%|▊| 201/264 [05:08<01:36,  1.53s/it, loss=0.895, mat=0.003, sens=1.277, deg=0.00
Ep 061/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:34,  1.53s/it, loss=0.895, mat=0.003, sens=1.277, deg=0.00
Ep 061/100 [S4:finetune]:  77%|▊| 202/264 [05:10<01:34,  1.53s/it, loss=0.937, mat=0.003, sens=1.337, deg=0.00
Ep 061/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.937, mat=0.003, sens=1.337, deg=0.00
Ep 061/100 [S4:finetune]:  77%|▊| 203/264 [05:11<01:32,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  77%|▊| 204/264 [05:13<01:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  78%|▊| 205/264 [05:14<01:29,  1.52s/it, loss=0.844, mat=0.003, sens=1.204, deg=0.00
Ep 061/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.52s/it, loss=0.844, mat=0.003, sens=1.204, deg=0.00
Ep 061/100 [S4:finetune]:  78%|▊| 206/264 [05:16<01:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  78%|▊| 207/264 [05:17<01:26,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  79%|▊| 208/264 [05:19<01:25,  1.52s/it, loss=0.666, mat=0.005, sens=0.944, deg=0.00
Ep 061/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.666, mat=0.005, sens=0.944, deg=0.00
Ep 061/100 [S4:finetune]:  79%|▊| 209/264 [05:20<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  80%|▊| 210/264 [05:22<01:22,  1.52s/it, loss=0.866, mat=0.004, sens=1.235, deg=0.00
Ep 061/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.866, mat=0.004, sens=1.235, deg=0.00
Ep 061/100 [S4:finetune]:  80%|▊| 211/264 [05:23<01:20,  1.52s/it, loss=0.861, mat=0.004, sens=1.226, deg=0.00
Ep 061/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:19,  1.52s/it, loss=0.861, mat=0.004, sens=1.226, deg=0.00
Ep 061/100 [S4:finetune]:  80%|▊| 212/264 [05:25<01:19,  1.52s/it, loss=0.936, mat=0.005, sens=1.332, deg=0.00
Ep 061/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.936, mat=0.005, sens=1.332, deg=0.00
Ep 061/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:17,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  81%|▊| 214/264 [05:28<01:15,  1.52s/it, loss=0.903, mat=0.003, sens=1.288, deg=0.00
Ep 061/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:15,  1.54s/it, loss=0.903, mat=0.003, sens=1.288, deg=0.00
Ep 061/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:15,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:13,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  82%|▊| 216/264 [05:31<01:13,  1.54s/it, loss=0.864, mat=0.003, sens=1.233, deg=0.00
Ep 061/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.53s/it, loss=0.864, mat=0.003, sens=1.233, deg=0.00
Ep 061/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.53s/it, loss=0.866, mat=0.003, sens=1.235, deg=0.00
Ep 061/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:10,  1.53s/it, loss=0.866, mat=0.003, sens=1.235, deg=0.00
Ep 061/100 [S4:finetune]:  83%|▊| 218/264 [05:34<01:10,  1.53s/it, loss=0.069, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.52s/it, loss=0.069, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.52s/it, loss=0.709, mat=0.003, sens=1.009, deg=0.00
Ep 061/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:07,  1.53s/it, loss=0.709, mat=0.003, sens=1.009, deg=0.00
Ep 061/100 [S4:finetune]:  83%|▊| 220/264 [05:37<01:07,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  84%|▊| 221/264 [05:39<01:05,  1.53s/it, loss=0.835, mat=0.002, sens=1.187, deg=0.00
Ep 061/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:04,  1.52s/it, loss=0.835, mat=0.002, sens=1.187, deg=0.00
Ep 061/100 [S4:finetune]:  84%|▊| 222/264 [05:40<01:04,  1.52s/it, loss=0.769, mat=0.005, sens=1.096, deg=0.00
Ep 061/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.769, mat=0.005, sens=1.096, deg=0.00
Ep 061/100 [S4:finetune]:  84%|▊| 223/264 [05:42<01:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  85%|▊| 224/264 [05:43<01:00,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  85%|▊| 225/264 [05:45<00:59,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  86%|▊| 226/264 [05:46<00:57,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  86%|▊| 227/264 [05:48<00:56,  1.52s/it, loss=0.849, mat=0.002, sens=1.211, deg=0.00
Ep 061/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.849, mat=0.002, sens=1.211, deg=0.00
Ep 061/100 [S4:finetune]:  86%|▊| 228/264 [05:49<00:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  87%|▊| 229/264 [05:51<00:53,  1.54s/it, loss=0.659, mat=0.002, sens=0.939, deg=0.00
Ep 061/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:52,  1.53s/it, loss=0.659, mat=0.002, sens=0.939, deg=0.00
Ep 061/100 [S4:finetune]:  87%|▊| 230/264 [05:52<00:52,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:50,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  88%|▉| 231/264 [05:54<00:50,  1.53s/it, loss=0.768, mat=0.003, sens=1.093, deg=0.00
Ep 061/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.53s/it, loss=0.768, mat=0.003, sens=1.093, deg=0.00
Ep 061/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:47,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  88%|▉| 233/264 [05:57<00:47,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:45,  1.52s/it, loss=0.745, mat=0.005, sens=1.061, deg=0.00
Ep 061/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:44,  1.52s/it, loss=0.745, mat=0.005, sens=1.061, deg=0.00
Ep 061/100 [S4:finetune]:  89%|▉| 235/264 [06:00<00:44,  1.52s/it, loss=0.768, mat=0.003, sens=1.095, deg=0.00
Ep 061/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.768, mat=0.003, sens=1.095, deg=0.00
Ep 061/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:42,  1.52s/it, loss=0.836, mat=0.002, sens=1.191, deg=0.00
Ep 061/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.52s/it, loss=0.836, mat=0.002, sens=1.191, deg=0.00
Ep 061/100 [S4:finetune]:  90%|▉| 237/264 [06:03<00:41,  1.52s/it, loss=0.762, mat=0.003, sens=1.078, deg=0.00
Ep 061/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.762, mat=0.003, sens=1.078, deg=0.00
Ep 061/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  91%|▉| 239/264 [06:06<00:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  91%|▉| 240/264 [06:08<00:36,  1.52s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.00
Ep 061/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:35,  1.54s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.00
Ep 061/100 [S4:finetune]:  91%|▉| 241/264 [06:09<00:35,  1.54s/it, loss=0.764, mat=0.002, sens=1.087, deg=0.00
Ep 061/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.53s/it, loss=0.764, mat=0.002, sens=1.087, deg=0.00
Ep 061/100 [S4:finetune]:  92%|▉| 242/264 [06:11<00:33,  1.53s/it, loss=0.777, mat=0.003, sens=1.107, deg=0.00
Ep 061/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:32,  1.53s/it, loss=0.777, mat=0.003, sens=1.107, deg=0.00
Ep 061/100 [S4:finetune]:  92%|▉| 243/264 [06:12<00:32,  1.53s/it, loss=0.836, mat=0.003, sens=1.193, deg=0.00
Ep 061/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.52s/it, loss=0.836, mat=0.003, sens=1.193, deg=0.00
Ep 061/100 [S4:finetune]:  92%|▉| 244/264 [06:14<00:30,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:29,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  93%|▉| 245/264 [06:15<00:29,  1.53s/it, loss=0.762, mat=0.004, sens=1.087, deg=0.00
Ep 061/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.53s/it, loss=0.762, mat=0.004, sens=1.087, deg=0.00
Ep 061/100 [S4:finetune]:  93%|▉| 246/264 [06:17<00:27,  1.53s/it, loss=0.743, mat=0.004, sens=1.059, deg=0.00
Ep 061/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.53s/it, loss=0.743, mat=0.004, sens=1.059, deg=0.00
Ep 061/100 [S4:finetune]:  94%|▉| 247/264 [06:18<00:25,  1.53s/it, loss=0.612, mat=0.002, sens=0.874, deg=0.00
Ep 061/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.612, mat=0.002, sens=0.874, deg=0.00
Ep 061/100 [S4:finetune]:  94%|▉| 248/264 [06:20<00:24,  1.52s/it, loss=0.092, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.092, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  94%|▉| 249/264 [06:21<00:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  95%|▉| 250/264 [06:23<00:21,  1.52s/it, loss=0.694, mat=0.003, sens=0.989, deg=0.00
Ep 061/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.694, mat=0.003, sens=0.989, deg=0.00
Ep 061/100 [S4:finetune]:  95%|▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  95%|▉| 252/264 [06:26<00:18,  1.52s/it, loss=0.718, mat=0.002, sens=1.024, deg=0.00
Ep 061/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.718, mat=0.002, sens=1.024, deg=0.00
Ep 061/100 [S4:finetune]:  96%|▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  96%|▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.809, mat=0.003, sens=1.153, deg=0.00
Ep 061/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.809, mat=0.003, sens=1.153, deg=0.00
Ep 061/100 [S4:finetune]:  97%|▉| 256/264 [06:32<00:12,  1.52s/it, loss=0.866, mat=0.003, sens=1.235, deg=0.00
Ep 061/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.866, mat=0.003, sens=1.235, deg=0.00
Ep 061/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.633, mat=0.004, sens=0.901, deg=0.00
Ep 061/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.633, mat=0.004, sens=0.901, deg=0.00
Ep 061/100 [S4:finetune]:  98%|▉| 258/264 [06:35<00:09,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.54s/it, loss=0.753, mat=0.003, sens=1.073, deg=0.00
Ep 061/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.53s/it, loss=0.753, mat=0.003, sens=1.073, deg=0.00
Ep 061/100 [S4:finetune]:  98%|▉| 260/264 [06:38<00:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]:  99%|▉| 262/264 [06:41<00:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 061/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.745, mat=0.002, sens=1.062, deg=0.00
Ep 061/100 [S4:finetune]: 100%|█| 264/264 [06:42<00:00,  1.52s/it, loss=0.745, mat=0.002, sens=1.062, deg=0.00
                                                                                                              
Epoch 061/100 [S4:finetune]  loss=0.4162  mat=0.0032  sens=0.5882  deg=0.0002  orth=0.0035  α=0.3 β=0.7 γ=0.2  403s

Ep 062/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 062/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   0%| | 1/264 [00:02<09:38,  2.20s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   0%| | 1/264 [00:03<09:38,  2.20s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   1%| | 2/264 [00:03<07:48,  1.79s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   1%| | 2/264 [00:05<07:48,  1.79s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   1%| | 3/264 [00:05<07:12,  1.66s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   1%| | 3/264 [00:06<07:12,  1.66s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   2%| | 4/264 [00:06<06:58,  1.61s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   2%| | 4/264 [00:08<06:58,  1.61s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   2%| | 5/264 [00:08<06:49,  1.58s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   2%| | 5/264 [00:09<06:49,  1.58s/it, loss=0.794, mat=0.003, sens=1.130, deg=0.000]
Ep 062/100 [S4:finetune]:   2%| | 6/264 [00:09<06:41,  1.56s/it, loss=0.794, mat=0.003, sens=1.130, deg=0.000]
Ep 062/100 [S4:finetune]:   2%| | 6/264 [00:11<06:41,  1.56s/it, loss=0.773, mat=0.002, sens=1.104, deg=0.000]
Ep 062/100 [S4:finetune]:   3%| | 7/264 [00:11<06:36,  1.54s/it, loss=0.773, mat=0.002, sens=1.104, deg=0.000]
Ep 062/100 [S4:finetune]:   3%| | 7/264 [00:12<06:36,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   3%| | 8/264 [00:12<06:32,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   3%| | 8/264 [00:14<06:32,  1.53s/it, loss=0.955, mat=0.003, sens=1.344, deg=0.000]
Ep 062/100 [S4:finetune]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.955, mat=0.003, sens=1.344, deg=0.000]
Ep 062/100 [S4:finetune]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 062/100 [S4:finetune]:   4%| | 10/264 [00:15<06:26,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=0.777, mat=0.005, sens=1.106, deg=0.000
Ep 062/100 [S4:finetune]:   4%| | 11/264 [00:17<06:24,  1.52s/it, loss=0.777, mat=0.005, sens=1.106, deg=0.000
Ep 062/100 [S4:finetune]:   4%| | 11/264 [00:18<06:24,  1.52s/it, loss=0.735, mat=0.004, sens=1.047, deg=0.000
Ep 062/100 [S4:finetune]:   5%| | 12/264 [00:18<06:31,  1.55s/it, loss=0.735, mat=0.004, sens=1.047, deg=0.000
Ep 062/100 [S4:finetune]:   5%| | 12/264 [00:20<06:31,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   5%| | 13/264 [00:20<06:26,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   5%| | 13/264 [00:21<06:26,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   5%| | 14/264 [00:21<06:22,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   5%| | 14/264 [00:23<06:22,  1.53s/it, loss=0.761, mat=0.002, sens=1.086, deg=0.000
Ep 062/100 [S4:finetune]:   6%| | 15/264 [00:23<06:19,  1.52s/it, loss=0.761, mat=0.002, sens=1.086, deg=0.000
Ep 062/100 [S4:finetune]:   6%| | 15/264 [00:25<06:19,  1.52s/it, loss=0.833, mat=0.003, sens=1.188, deg=0.000
Ep 062/100 [S4:finetune]:   6%| | 16/264 [00:25<06:16,  1.52s/it, loss=0.833, mat=0.003, sens=1.188, deg=0.000
Ep 062/100 [S4:finetune]:   6%| | 16/264 [00:26<06:16,  1.52s/it, loss=0.738, mat=0.003, sens=1.052, deg=0.000
Ep 062/100 [S4:finetune]:   6%| | 17/264 [00:26<06:15,  1.52s/it, loss=0.738, mat=0.003, sens=1.052, deg=0.000
Ep 062/100 [S4:finetune]:   6%| | 17/264 [00:28<06:15,  1.52s/it, loss=0.757, mat=0.005, sens=1.078, deg=0.002
Ep 062/100 [S4:finetune]:   7%| | 18/264 [00:28<06:13,  1.52s/it, loss=0.757, mat=0.005, sens=1.078, deg=0.002
Ep 062/100 [S4:finetune]:   7%| | 18/264 [00:29<06:13,  1.52s/it, loss=0.722, mat=0.003, sens=1.029, deg=0.000
Ep 062/100 [S4:finetune]:   7%| | 19/264 [00:29<06:11,  1.52s/it, loss=0.722, mat=0.003, sens=1.029, deg=0.000
Ep 062/100 [S4:finetune]:   7%| | 19/264 [00:31<06:11,  1.52s/it, loss=0.742, mat=0.002, sens=1.059, deg=0.000
Ep 062/100 [S4:finetune]:   8%| | 20/264 [00:31<06:09,  1.52s/it, loss=0.742, mat=0.002, sens=1.059, deg=0.000
Ep 062/100 [S4:finetune]:   8%| | 20/264 [00:32<06:09,  1.52s/it, loss=0.760, mat=0.004, sens=1.084, deg=0.000
Ep 062/100 [S4:finetune]:   8%| | 21/264 [00:32<06:08,  1.52s/it, loss=0.760, mat=0.004, sens=1.084, deg=0.000
Ep 062/100 [S4:finetune]:   8%| | 21/264 [00:34<06:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   8%| | 22/264 [00:34<06:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   9%| | 23/264 [00:37<06:04,  1.51s/it, loss=0.814, mat=0.003, sens=1.162, deg=0.000
Ep 062/100 [S4:finetune]:   9%| | 24/264 [00:37<06:03,  1.51s/it, loss=0.814, mat=0.003, sens=1.162, deg=0.000
Ep 062/100 [S4:finetune]:   9%| | 24/264 [00:38<06:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   9%| | 25/264 [00:38<06:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:   9%| | 25/264 [00:40<06:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  10%| | 26/264 [00:40<06:05,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  10%| | 26/264 [00:41<06:05,  1.54s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  10%| | 27/264 [00:41<06:02,  1.53s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  10%| | 27/264 [00:43<06:02,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  11%| | 28/264 [00:43<05:59,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  11%| | 28/264 [00:44<05:59,  1.52s/it, loss=0.694, mat=0.003, sens=0.987, deg=0.002
Ep 062/100 [S4:finetune]:  11%| | 29/264 [00:44<05:58,  1.53s/it, loss=0.694, mat=0.003, sens=0.987, deg=0.002
Ep 062/100 [S4:finetune]:  11%| | 29/264 [00:46<05:58,  1.53s/it, loss=0.646, mat=0.003, sens=0.915, deg=0.000
Ep 062/100 [S4:finetune]:  11%| | 30/264 [00:46<05:56,  1.52s/it, loss=0.646, mat=0.003, sens=0.915, deg=0.000
Ep 062/100 [S4:finetune]:  11%| | 30/264 [00:47<05:56,  1.52s/it, loss=0.694, mat=0.004, sens=0.990, deg=0.000
Ep 062/100 [S4:finetune]:  12%| | 31/264 [00:47<05:53,  1.52s/it, loss=0.694, mat=0.004, sens=0.990, deg=0.000
Ep 062/100 [S4:finetune]:  12%| | 31/264 [00:49<05:53,  1.52s/it, loss=0.779, mat=0.004, sens=1.111, deg=0.000
Ep 062/100 [S4:finetune]:  12%| | 32/264 [00:49<05:52,  1.52s/it, loss=0.779, mat=0.004, sens=1.111, deg=0.000
Ep 062/100 [S4:finetune]:  12%| | 32/264 [00:50<05:52,  1.52s/it, loss=0.745, mat=0.003, sens=1.062, deg=0.000
Ep 062/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.745, mat=0.003, sens=1.062, deg=0.000
Ep 062/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:50,  1.52s/it, loss=0.747, mat=0.004, sens=1.064, deg=0.000
Ep 062/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:49,  1.52s/it, loss=0.747, mat=0.004, sens=1.064, deg=0.000
Ep 062/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:49,  1.52s/it, loss=0.747, mat=0.002, sens=1.066, deg=0.000
Ep 062/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:47,  1.52s/it, loss=0.747, mat=0.002, sens=1.066, deg=0.000
Ep 062/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:47,  1.52s/it, loss=0.784, mat=0.003, sens=1.119, deg=0.000
Ep 062/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:45,  1.52s/it, loss=0.784, mat=0.003, sens=1.119, deg=0.000
Ep 062/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:45,  1.52s/it, loss=0.793, mat=0.003, sens=1.127, deg=0.000
Ep 062/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:43,  1.51s/it, loss=0.793, mat=0.003, sens=1.127, deg=0.000
Ep 062/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:47,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:47,  1.54s/it, loss=0.657, mat=0.003, sens=0.936, deg=0.000
Ep 062/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:44,  1.53s/it, loss=0.657, mat=0.003, sens=0.936, deg=0.000
Ep 062/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:44,  1.53s/it, loss=0.615, mat=0.004, sens=0.876, deg=0.000
Ep 062/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:41,  1.53s/it, loss=0.615, mat=0.004, sens=0.876, deg=0.000
Ep 062/100 [S4:finetune]:  15%|▏| 40/264 [01:03<05:41,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:39,  1.52s/it, loss=0.708, mat=0.004, sens=1.008, deg=0.000
Ep 062/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:37,  1.52s/it, loss=0.708, mat=0.004, sens=1.008, deg=0.000
Ep 062/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:37,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:36,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.002
Ep 062/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.002
Ep 062/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:34,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:32,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:32,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:29,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:27,  1.52s/it, loss=0.696, mat=0.003, sens=0.992, deg=0.000
Ep 062/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:26,  1.52s/it, loss=0.696, mat=0.003, sens=0.992, deg=0.000
Ep 062/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:26,  1.52s/it, loss=0.709, mat=0.003, sens=1.011, deg=0.000
Ep 062/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:24,  1.52s/it, loss=0.709, mat=0.003, sens=1.011, deg=0.000
Ep 062/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:24,  1.52s/it, loss=0.692, mat=0.003, sens=0.984, deg=0.000
Ep 062/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:22,  1.52s/it, loss=0.692, mat=0.003, sens=0.984, deg=0.000
Ep 062/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:22,  1.52s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.000
Ep 062/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.52s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.000
Ep 062/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:21,  1.52s/it, loss=0.701, mat=0.004, sens=0.996, deg=0.000
Ep 062/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:22,  1.53s/it, loss=0.701, mat=0.004, sens=0.996, deg=0.000
Ep 062/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:22,  1.53s/it, loss=0.727, mat=0.003, sens=1.035, deg=0.000
Ep 062/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:20,  1.53s/it, loss=0.727, mat=0.003, sens=1.035, deg=0.000
Ep 062/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:20,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:18,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:18,  1.52s/it, loss=0.689, mat=0.004, sens=0.982, deg=0.002
Ep 062/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:21,  1.55s/it, loss=0.689, mat=0.004, sens=0.982, deg=0.002
Ep 062/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:21,  1.55s/it, loss=0.794, mat=0.004, sens=1.125, deg=0.003
Ep 062/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:18,  1.54s/it, loss=0.794, mat=0.004, sens=1.125, deg=0.003
Ep 062/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:18,  1.54s/it, loss=0.713, mat=0.005, sens=1.013, deg=0.010
Ep 062/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:16,  1.53s/it, loss=0.713, mat=0.005, sens=1.013, deg=0.010
Ep 062/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:16,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.003
Ep 062/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:13,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.003
Ep 062/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:13,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.004
Ep 062/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:11,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.004
Ep 062/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:11,  1.53s/it, loss=0.731, mat=0.003, sens=1.043, deg=0.001
Ep 062/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:09,  1.52s/it, loss=0.731, mat=0.003, sens=1.043, deg=0.001
Ep 062/100 [S4:finetune]:  23%|▏| 61/264 [01:35<05:09,  1.52s/it, loss=0.877, mat=0.003, sens=1.249, deg=0.001
Ep 062/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:07,  1.52s/it, loss=0.877, mat=0.003, sens=1.249, deg=0.001
Ep 062/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:07,  1.52s/it, loss=0.759, mat=0.003, sens=1.082, deg=0.000
Ep 062/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:05,  1.52s/it, loss=0.759, mat=0.003, sens=1.082, deg=0.000
Ep 062/100 [S4:finetune]:  24%|▏| 63/264 [01:38<05:05,  1.52s/it, loss=0.680, mat=0.002, sens=0.970, deg=0.000
Ep 062/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:04,  1.52s/it, loss=0.680, mat=0.002, sens=0.970, deg=0.000
Ep 062/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.687, mat=0.002, sens=0.980, deg=0.000
Ep 062/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.687, mat=0.002, sens=0.980, deg=0.000
Ep 062/100 [S4:finetune]:  25%|▏| 65/264 [01:41<05:02,  1.52s/it, loss=0.750, mat=0.003, sens=1.070, deg=0.000
Ep 062/100 [S4:finetune]:  25%|▎| 66/264 [01:41<05:00,  1.52s/it, loss=0.750, mat=0.003, sens=1.070, deg=0.000
Ep 062/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.683, mat=0.003, sens=0.973, deg=0.000
Ep 062/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:58,  1.52s/it, loss=0.683, mat=0.003, sens=0.973, deg=0.000
Ep 062/100 [S4:finetune]:  25%|▎| 67/264 [01:44<04:58,  1.52s/it, loss=0.840, mat=0.003, sens=1.197, deg=0.000
Ep 062/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:57,  1.52s/it, loss=0.840, mat=0.003, sens=1.197, deg=0.000
Ep 062/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:57,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:55,  1.52s/it, loss=0.857, mat=0.003, sens=1.221, deg=0.000
Ep 062/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:54,  1.52s/it, loss=0.857, mat=0.003, sens=1.221, deg=0.000
Ep 062/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:54,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:57,  1.54s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:57,  1.54s/it, loss=0.028, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:54,  1.54s/it, loss=0.028, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:54,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:50,  1.53s/it, loss=0.864, mat=0.004, sens=1.233, deg=0.000
Ep 062/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:48,  1.53s/it, loss=0.864, mat=0.004, sens=1.233, deg=0.000
Ep 062/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:48,  1.53s/it, loss=0.841, mat=0.003, sens=1.198, deg=0.000
Ep 062/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:46,  1.52s/it, loss=0.841, mat=0.003, sens=1.198, deg=0.000
Ep 062/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:46,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:46,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:46,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:45,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:45,  1.53s/it, loss=0.880, mat=0.003, sens=1.255, deg=0.000
Ep 062/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:42,  1.53s/it, loss=0.880, mat=0.003, sens=1.255, deg=0.000
Ep 062/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:42,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:40,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:40,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:38,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  31%|▎| 82/264 [02:07<04:36,  1.52s/it, loss=0.870, mat=0.003, sens=1.240, deg=0.000
Ep 062/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:39,  1.54s/it, loss=0.870, mat=0.003, sens=1.240, deg=0.000
Ep 062/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:39,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:36,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  32%|▎| 84/264 [02:10<04:36,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:34,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:34,  1.53s/it, loss=0.782, mat=0.002, sens=1.115, deg=0.000
Ep 062/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:31,  1.53s/it, loss=0.782, mat=0.002, sens=1.115, deg=0.000
Ep 062/100 [S4:finetune]:  33%|▎| 86/264 [02:13<04:31,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:29,  1.53s/it, loss=0.789, mat=0.003, sens=1.126, deg=0.000
Ep 062/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:28,  1.52s/it, loss=0.789, mat=0.003, sens=1.126, deg=0.000
Ep 062/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:28,  1.52s/it, loss=0.904, mat=0.003, sens=1.287, deg=0.000
Ep 062/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:26,  1.52s/it, loss=0.904, mat=0.003, sens=1.287, deg=0.000
Ep 062/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:26,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.026
Ep 062/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:24,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.026
Ep 062/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:21,  1.52s/it, loss=0.822, mat=0.004, sens=1.172, deg=0.000
Ep 062/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.822, mat=0.004, sens=1.172, deg=0.000
Ep 062/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:17,  1.52s/it, loss=0.800, mat=0.003, sens=1.140, deg=0.000
Ep 062/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:16,  1.52s/it, loss=0.800, mat=0.003, sens=1.140, deg=0.000
Ep 062/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:16,  1.52s/it, loss=0.765, mat=0.005, sens=1.090, deg=0.000
Ep 062/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:14,  1.52s/it, loss=0.765, mat=0.005, sens=1.090, deg=0.000
Ep 062/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:14,  1.52s/it, loss=0.716, mat=0.002, sens=1.016, deg=0.000
Ep 062/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:13,  1.52s/it, loss=0.716, mat=0.002, sens=1.016, deg=0.000
Ep 062/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:13,  1.52s/it, loss=0.858, mat=0.003, sens=1.216, deg=0.000
Ep 062/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:12,  1.52s/it, loss=0.858, mat=0.003, sens=1.216, deg=0.000
Ep 062/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:12,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:10,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 062/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:10,  1.52s/it, loss=0.863, mat=0.003, sens=1.231, deg=0.000
Ep 062/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:08,  1.52s/it, loss=0.863, mat=0.003, sens=1.231, deg=0.00
Ep 062/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  38%|▍| 101/264 [02:36<04:08,  1.53s/it, loss=0.973, mat=0.004, sens=1.383, deg=0.00
Ep 062/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:11,  1.55s/it, loss=0.973, mat=0.004, sens=1.383, deg=0.00
Ep 062/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:11,  1.55s/it, loss=0.020, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:07,  1.54s/it, loss=0.020, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  39%|▍| 103/264 [02:39<04:07,  1.54s/it, loss=0.797, mat=0.002, sens=1.137, deg=0.00
Ep 062/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:05,  1.53s/it, loss=0.797, mat=0.002, sens=1.137, deg=0.00
Ep 062/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  40%|▍| 105/264 [02:42<04:02,  1.53s/it, loss=0.979, mat=0.003, sens=1.394, deg=0.00
Ep 062/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:00,  1.52s/it, loss=0.979, mat=0.003, sens=1.394, deg=0.00
Ep 062/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:00,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:59,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  41%|▍| 107/264 [02:45<03:59,  1.52s/it, loss=0.812, mat=0.003, sens=1.155, deg=0.00
Ep 062/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.812, mat=0.003, sens=1.155, deg=0.00
Ep 062/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:57,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:54,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:52,  1.52s/it, loss=0.990, mat=0.004, sens=1.401, deg=0.00
Ep 062/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:51,  1.52s/it, loss=0.990, mat=0.004, sens=1.401, deg=0.00
Ep 062/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:51,  1.52s/it, loss=0.963, mat=0.005, sens=1.372, deg=0.00
Ep 062/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=0.963, mat=0.005, sens=1.372, deg=0.00
Ep 062/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:49,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:48,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:48,  1.52s/it, loss=1.003, mat=0.003, sens=1.430, deg=0.00
Ep 062/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:46,  1.52s/it, loss=1.003, mat=0.003, sens=1.430, deg=0.00
Ep 062/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:48,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:48,  1.54s/it, loss=0.848, mat=0.003, sens=1.208, deg=0.00
Ep 062/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:45,  1.54s/it, loss=0.848, mat=0.003, sens=1.208, deg=0.00
Ep 062/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:45,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:43,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:43,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:41,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:41,  1.53s/it, loss=1.000, mat=0.002, sens=1.427, deg=0.00
Ep 062/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:39,  1.52s/it, loss=1.000, mat=0.002, sens=1.427, deg=0.00
Ep 062/100 [S4:finetune]:  45%|▍| 120/264 [03:05<03:39,  1.52s/it, loss=1.060, mat=0.003, sens=1.510, deg=0.00
Ep 062/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:37,  1.52s/it, loss=1.060, mat=0.003, sens=1.510, deg=0.00
Ep 062/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:37,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:36,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  46%|▍| 122/264 [03:08<03:36,  1.52s/it, loss=1.009, mat=0.003, sens=1.439, deg=0.00
Ep 062/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:34,  1.52s/it, loss=1.009, mat=0.003, sens=1.439, deg=0.00
Ep 062/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:34,  1.52s/it, loss=0.926, mat=0.003, sens=1.319, deg=0.00
Ep 062/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.926, mat=0.003, sens=1.319, deg=0.00
Ep 062/100 [S4:finetune]:  47%|▍| 124/264 [03:11<03:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:32,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:32,  1.53s/it, loss=1.031, mat=0.003, sens=1.470, deg=0.00
Ep 062/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:31,  1.53s/it, loss=1.031, mat=0.003, sens=1.470, deg=0.00
Ep 062/100 [S4:finetune]:  48%|▍| 126/264 [03:14<03:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:29,  1.53s/it, loss=0.900, mat=0.003, sens=1.284, deg=0.00
Ep 062/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:30,  1.55s/it, loss=0.900, mat=0.003, sens=1.284, deg=0.00
Ep 062/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:30,  1.55s/it, loss=1.029, mat=0.003, sens=1.467, deg=0.00
Ep 062/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:27,  1.54s/it, loss=1.029, mat=0.003, sens=1.467, deg=0.00
Ep 062/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:27,  1.54s/it, loss=0.891, mat=0.004, sens=1.269, deg=0.00
Ep 062/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:25,  1.53s/it, loss=0.891, mat=0.004, sens=1.269, deg=0.00
Ep 062/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:25,  1.53s/it, loss=0.913, mat=0.002, sens=1.302, deg=0.00
Ep 062/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:23,  1.53s/it, loss=0.913, mat=0.002, sens=1.302, deg=0.00
Ep 062/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:23,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:21,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:21,  1.53s/it, loss=0.919, mat=0.003, sens=1.307, deg=0.00
Ep 062/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:19,  1.52s/it, loss=0.919, mat=0.003, sens=1.307, deg=0.00
Ep 062/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:19,  1.52s/it, loss=0.952, mat=0.003, sens=1.357, deg=0.00
Ep 062/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.952, mat=0.003, sens=1.357, deg=0.00
Ep 062/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:17,  1.52s/it, loss=0.965, mat=0.004, sens=1.373, deg=0.00
Ep 062/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.965, mat=0.004, sens=1.373, deg=0.00
Ep 062/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.957, mat=0.002, sens=1.365, deg=0.00
Ep 062/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.52s/it, loss=0.957, mat=0.002, sens=1.365, deg=0.00
Ep 062/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:11,  1.52s/it, loss=0.983, mat=0.002, sens=1.401, deg=0.00
Ep 062/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.52s/it, loss=0.983, mat=0.002, sens=1.401, deg=0.00
Ep 062/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:09,  1.52s/it, loss=0.891, mat=0.003, sens=1.271, deg=0.00
Ep 062/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.52s/it, loss=0.891, mat=0.003, sens=1.271, deg=0.00
Ep 062/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:07,  1.52s/it, loss=0.943, mat=0.003, sens=1.340, deg=0.00
Ep 062/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:06,  1.52s/it, loss=0.943, mat=0.003, sens=1.340, deg=0.00
Ep 062/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:06,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:04,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  54%|▌| 143/264 [03:40<03:03,  1.52s/it, loss=0.859, mat=0.003, sens=1.215, deg=0.00
Ep 062/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.52s/it, loss=0.859, mat=0.003, sens=1.215, deg=0.00
Ep 062/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:01,  1.52s/it, loss=0.776, mat=0.003, sens=1.103, deg=0.00
Ep 062/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:00,  1.52s/it, loss=0.776, mat=0.003, sens=1.103, deg=0.00
Ep 062/100 [S4:finetune]:  55%|▌| 145/264 [03:43<03:00,  1.52s/it, loss=0.895, mat=0.004, sens=1.275, deg=0.00
Ep 062/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:01,  1.54s/it, loss=0.895, mat=0.004, sens=1.275, deg=0.00
Ep 062/100 [S4:finetune]:  55%|▌| 146/264 [03:44<03:01,  1.54s/it, loss=0.773, mat=0.003, sens=1.095, deg=0.00
Ep 062/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:59,  1.53s/it, loss=0.773, mat=0.003, sens=1.095, deg=0.00
Ep 062/100 [S4:finetune]:  56%|▌| 147/264 [03:46<02:59,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:57,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:57,  1.53s/it, loss=0.771, mat=0.003, sens=1.099, deg=0.00
Ep 062/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:56,  1.54s/it, loss=0.771, mat=0.003, sens=1.099, deg=0.00
Ep 062/100 [S4:finetune]:  56%|▌| 149/264 [03:49<02:56,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:54,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:54,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:52,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  57%|▌| 151/264 [03:52<02:52,  1.53s/it, loss=0.751, mat=0.004, sens=1.070, deg=0.00
Ep 062/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:51,  1.53s/it, loss=0.751, mat=0.004, sens=1.070, deg=0.00
Ep 062/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:51,  1.53s/it, loss=0.742, mat=0.002, sens=1.057, deg=0.00
Ep 062/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:49,  1.53s/it, loss=0.742, mat=0.002, sens=1.057, deg=0.00
Ep 062/100 [S4:finetune]:  58%|▌| 153/264 [03:55<02:49,  1.53s/it, loss=0.734, mat=0.003, sens=1.039, deg=0.00
Ep 062/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.734, mat=0.003, sens=1.039, deg=0.00
Ep 062/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  59%|▌| 155/264 [03:58<02:45,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.759, mat=0.004, sens=1.082, deg=0.00
Ep 062/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.759, mat=0.004, sens=1.082, deg=0.00
Ep 062/100 [S4:finetune]:  59%|▌| 157/264 [04:01<02:42,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:41,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:41,  1.52s/it, loss=0.739, mat=0.005, sens=1.052, deg=0.00
Ep 062/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.52s/it, loss=0.739, mat=0.005, sens=1.052, deg=0.00
Ep 062/100 [S4:finetune]:  60%|▌| 159/264 [04:04<02:39,  1.52s/it, loss=0.652, mat=0.003, sens=0.930, deg=0.00
Ep 062/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:37,  1.52s/it, loss=0.652, mat=0.003, sens=0.930, deg=0.00
Ep 062/100 [S4:finetune]:  61%|▌| 160/264 [04:06<02:37,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:38,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  61%|▌| 161/264 [04:07<02:38,  1.54s/it, loss=0.819, mat=0.003, sens=1.082, deg=0.00
Ep 062/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:36,  1.53s/it, loss=0.819, mat=0.003, sens=1.082, deg=0.00
Ep 062/100 [S4:finetune]:  61%|▌| 162/264 [04:09<02:36,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:34,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  62%|▌| 163/264 [04:10<02:34,  1.53s/it, loss=0.752, mat=0.004, sens=1.071, deg=0.00
Ep 062/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:32,  1.53s/it, loss=0.752, mat=0.004, sens=1.071, deg=0.00
Ep 062/100 [S4:finetune]:  62%|▌| 164/264 [04:12<02:32,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:30,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  62%|▋| 165/264 [04:13<02:30,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:29,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  63%|▋| 166/264 [04:15<02:29,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:27,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  63%|▋| 167/264 [04:16<02:27,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:26,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  64%|▋| 168/264 [04:18<02:26,  1.52s/it, loss=0.678, mat=0.003, sens=0.967, deg=0.00
Ep 062/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:24,  1.52s/it, loss=0.678, mat=0.003, sens=0.967, deg=0.00
Ep 062/100 [S4:finetune]:  64%|▋| 169/264 [04:19<02:24,  1.52s/it, loss=0.766, mat=0.004, sens=1.093, deg=0.00
Ep 062/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.766, mat=0.004, sens=1.093, deg=0.00
Ep 062/100 [S4:finetune]:  64%|▋| 170/264 [04:21<02:22,  1.52s/it, loss=0.702, mat=0.004, sens=0.999, deg=0.00
Ep 062/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.702, mat=0.004, sens=0.999, deg=0.00
Ep 062/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:21,  1.52s/it, loss=0.749, mat=0.003, sens=1.068, deg=0.00
Ep 062/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:19,  1.52s/it, loss=0.749, mat=0.003, sens=1.068, deg=0.00
Ep 062/100 [S4:finetune]:  65%|▋| 172/264 [04:24<02:19,  1.52s/it, loss=0.851, mat=0.004, sens=1.212, deg=0.00
Ep 062/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:20,  1.55s/it, loss=0.851, mat=0.004, sens=1.212, deg=0.00
Ep 062/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:20,  1.55s/it, loss=0.746, mat=0.004, sens=1.049, deg=0.00
Ep 062/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:19,  1.55s/it, loss=0.746, mat=0.004, sens=1.049, deg=0.00
Ep 062/100 [S4:finetune]:  66%|▋| 174/264 [04:27<02:19,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:17,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:17,  1.54s/it, loss=0.721, mat=0.003, sens=1.027, deg=0.00
Ep 062/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:15,  1.54s/it, loss=0.721, mat=0.003, sens=1.027, deg=0.00
Ep 062/100 [S4:finetune]:  67%|▋| 176/264 [04:30<02:15,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:13,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  67%|▋| 177/264 [04:32<02:13,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:11,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  67%|▋| 178/264 [04:33<02:11,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:09,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  68%|▋| 179/264 [04:35<02:09,  1.53s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:08,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  68%|▋| 180/264 [04:36<02:08,  1.52s/it, loss=0.758, mat=0.002, sens=1.081, deg=0.00
Ep 062/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:06,  1.52s/it, loss=0.758, mat=0.002, sens=1.081, deg=0.00
Ep 062/100 [S4:finetune]:  69%|▋| 181/264 [04:38<02:06,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:04,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  69%|▋| 182/264 [04:39<02:04,  1.52s/it, loss=0.781, mat=0.003, sens=1.109, deg=0.00
Ep 062/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:03,  1.52s/it, loss=0.781, mat=0.003, sens=1.109, deg=0.00
Ep 062/100 [S4:finetune]:  69%|▋| 183/264 [04:41<02:03,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  70%|▋| 184/264 [04:42<02:01,  1.52s/it, loss=0.748, mat=0.004, sens=1.061, deg=0.00
Ep 062/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.52s/it, loss=0.748, mat=0.004, sens=1.061, deg=0.00
Ep 062/100 [S4:finetune]:  70%|▋| 185/264 [04:44<01:59,  1.52s/it, loss=0.829, mat=0.003, sens=1.180, deg=0.00
Ep 062/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:58,  1.52s/it, loss=0.829, mat=0.003, sens=1.180, deg=0.00
Ep 062/100 [S4:finetune]:  70%|▋| 186/264 [04:45<01:58,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  71%|▋| 187/264 [04:47<01:56,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:55,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  71%|▋| 188/264 [04:48<01:55,  1.52s/it, loss=0.817, mat=0.003, sens=1.163, deg=0.00
Ep 062/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:53,  1.52s/it, loss=0.817, mat=0.003, sens=1.163, deg=0.00
Ep 062/100 [S4:finetune]:  72%|▋| 189/264 [04:50<01:53,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:52,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:52,  1.52s/it, loss=0.796, mat=0.004, sens=1.135, deg=0.00
Ep 062/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:50,  1.52s/it, loss=0.796, mat=0.004, sens=1.135, deg=0.00
Ep 062/100 [S4:finetune]:  72%|▋| 191/264 [04:53<01:50,  1.52s/it, loss=0.799, mat=0.003, sens=1.138, deg=0.00
Ep 062/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:50,  1.54s/it, loss=0.799, mat=0.003, sens=1.138, deg=0.00
Ep 062/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:50,  1.54s/it, loss=0.749, mat=0.003, sens=1.066, deg=0.00
Ep 062/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:48,  1.53s/it, loss=0.749, mat=0.003, sens=1.066, deg=0.00
Ep 062/100 [S4:finetune]:  73%|▋| 193/264 [04:56<01:48,  1.53s/it, loss=0.710, mat=0.003, sens=1.011, deg=0.00
Ep 062/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.53s/it, loss=0.710, mat=0.003, sens=1.011, deg=0.00
Ep 062/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:46,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:45,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  74%|▋| 195/264 [04:59<01:45,  1.53s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.00
Ep 062/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.53s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.00
Ep 062/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:43,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  75%|▋| 197/264 [05:02<01:41,  1.52s/it, loss=0.739, mat=0.002, sens=1.053, deg=0.00
Ep 062/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.53s/it, loss=0.739, mat=0.002, sens=1.053, deg=0.00
Ep 062/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:40,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.01
Ep 062/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:39,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.01
Ep 062/100 [S4:finetune]:  75%|▊| 199/264 [05:05<01:39,  1.53s/it, loss=0.790, mat=0.004, sens=1.126, deg=0.00
Ep 062/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.790, mat=0.004, sens=1.126, deg=0.00
Ep 062/100 [S4:finetune]:  76%|▊| 200/264 [05:07<01:37,  1.52s/it, loss=0.731, mat=0.004, sens=1.030, deg=0.03
Ep 062/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:36,  1.52s/it, loss=0.731, mat=0.004, sens=1.030, deg=0.03
Ep 062/100 [S4:finetune]:  76%|▊| 201/264 [05:08<01:36,  1.52s/it, loss=0.787, mat=0.003, sens=1.122, deg=0.00
Ep 062/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:34,  1.52s/it, loss=0.787, mat=0.003, sens=1.122, deg=0.00
Ep 062/100 [S4:finetune]:  77%|▊| 202/264 [05:10<01:34,  1.52s/it, loss=0.838, mat=0.003, sens=1.193, deg=0.00
Ep 062/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.838, mat=0.003, sens=1.193, deg=0.00
Ep 062/100 [S4:finetune]:  77%|▊| 203/264 [05:11<01:32,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:31,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  77%|▊| 204/264 [05:13<01:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  78%|▊| 205/264 [05:14<01:29,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:29,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  78%|▊| 206/264 [05:16<01:29,  1.54s/it, loss=0.692, mat=0.003, sens=0.986, deg=0.00
Ep 062/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:27,  1.54s/it, loss=0.692, mat=0.003, sens=0.986, deg=0.00
Ep 062/100 [S4:finetune]:  78%|▊| 207/264 [05:17<01:27,  1.54s/it, loss=0.695, mat=0.004, sens=0.991, deg=0.00
Ep 062/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.53s/it, loss=0.695, mat=0.004, sens=0.991, deg=0.00
Ep 062/100 [S4:finetune]:  79%|▊| 208/264 [05:19<01:25,  1.53s/it, loss=0.723, mat=0.003, sens=1.028, deg=0.00
Ep 062/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.723, mat=0.003, sens=1.028, deg=0.00
Ep 062/100 [S4:finetune]:  79%|▊| 209/264 [05:20<01:23,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  80%|▊| 210/264 [05:22<01:22,  1.52s/it, loss=0.003, mat=0.001, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.003, mat=0.001, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  80%|▊| 211/264 [05:23<01:20,  1.52s/it, loss=0.729, mat=0.003, sens=1.039, deg=0.00
Ep 062/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:19,  1.52s/it, loss=0.729, mat=0.003, sens=1.039, deg=0.00
Ep 062/100 [S4:finetune]:  80%|▊| 212/264 [05:25<01:19,  1.52s/it, loss=0.737, mat=0.003, sens=1.050, deg=0.00
Ep 062/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.737, mat=0.003, sens=1.050, deg=0.00
Ep 062/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  81%|▊| 214/264 [05:28<01:15,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  82%|▊| 216/264 [05:31<01:12,  1.52s/it, loss=0.014, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.52s/it, loss=0.014, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.52s/it, loss=0.750, mat=0.004, sens=1.068, deg=0.00
Ep 062/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:10,  1.54s/it, loss=0.750, mat=0.004, sens=1.068, deg=0.00
Ep 062/100 [S4:finetune]:  83%|▊| 218/264 [05:34<01:10,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.53s/it, loss=0.742, mat=0.003, sens=1.057, deg=0.00
Ep 062/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:07,  1.52s/it, loss=0.742, mat=0.003, sens=1.057, deg=0.00
Ep 062/100 [S4:finetune]:  83%|▊| 220/264 [05:37<01:07,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  84%|▊| 221/264 [05:39<01:05,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:04,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  84%|▊| 222/264 [05:40<01:04,  1.53s/it, loss=0.680, mat=0.001, sens=0.969, deg=0.00
Ep 062/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.53s/it, loss=0.680, mat=0.001, sens=0.969, deg=0.00
Ep 062/100 [S4:finetune]:  84%|▊| 223/264 [05:42<01:02,  1.53s/it, loss=0.767, mat=0.003, sens=1.093, deg=0.00
Ep 062/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:01,  1.53s/it, loss=0.767, mat=0.003, sens=1.093, deg=0.00
Ep 062/100 [S4:finetune]:  85%|▊| 224/264 [05:43<01:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  85%|▊| 225/264 [05:45<00:59,  1.52s/it, loss=0.708, mat=0.002, sens=1.009, deg=0.00
Ep 062/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.52s/it, loss=0.708, mat=0.002, sens=1.009, deg=0.00
Ep 062/100 [S4:finetune]:  86%|▊| 226/264 [05:46<00:57,  1.52s/it, loss=0.690, mat=0.003, sens=0.983, deg=0.00
Ep 062/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.690, mat=0.003, sens=0.983, deg=0.00
Ep 062/100 [S4:finetune]:  86%|▊| 227/264 [05:48<00:56,  1.52s/it, loss=0.785, mat=0.003, sens=1.118, deg=0.00
Ep 062/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.785, mat=0.003, sens=1.118, deg=0.00
Ep 062/100 [S4:finetune]:  86%|▊| 228/264 [05:49<00:54,  1.52s/it, loss=0.751, mat=0.003, sens=1.069, deg=0.00
Ep 062/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.51s/it, loss=0.751, mat=0.003, sens=1.069, deg=0.00
Ep 062/100 [S4:finetune]:  87%|▊| 229/264 [05:51<00:53,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  87%|▊| 230/264 [05:52<00:51,  1.52s/it, loss=0.641, mat=0.003, sens=0.913, deg=0.00
Ep 062/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:50,  1.52s/it, loss=0.641, mat=0.003, sens=0.913, deg=0.00
Ep 062/100 [S4:finetune]:  88%|▉| 231/264 [05:54<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:48,  1.51s/it, loss=0.764, mat=0.003, sens=1.086, deg=0.00
Ep 062/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:46,  1.51s/it, loss=0.764, mat=0.003, sens=1.086, deg=0.00
Ep 062/100 [S4:finetune]:  88%|▉| 233/264 [05:57<00:46,  1.51s/it, loss=0.751, mat=0.002, sens=1.069, deg=0.00
Ep 062/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.751, mat=0.002, sens=1.069, deg=0.00
Ep 062/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:45,  1.52s/it, loss=0.712, mat=0.002, sens=1.016, deg=0.00
Ep 062/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:43,  1.52s/it, loss=0.712, mat=0.002, sens=1.016, deg=0.00
Ep 062/100 [S4:finetune]:  89%|▉| 235/264 [06:00<00:43,  1.52s/it, loss=0.727, mat=0.003, sens=1.036, deg=0.00
Ep 062/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:43,  1.54s/it, loss=0.727, mat=0.003, sens=1.036, deg=0.00
Ep 062/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:43,  1.54s/it, loss=0.752, mat=0.003, sens=1.072, deg=0.00
Ep 062/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.53s/it, loss=0.752, mat=0.003, sens=1.072, deg=0.00
Ep 062/100 [S4:finetune]:  90%|▉| 237/264 [06:03<00:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.730, mat=0.002, sens=1.040, deg=0.00
Ep 062/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:38,  1.52s/it, loss=0.730, mat=0.002, sens=1.040, deg=0.00
Ep 062/100 [S4:finetune]:  91%|▉| 239/264 [06:06<00:38,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  91%|▉| 241/264 [06:09<00:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.52s/it, loss=0.775, mat=0.004, sens=1.104, deg=0.00
Ep 062/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.52s/it, loss=0.775, mat=0.004, sens=1.104, deg=0.00
Ep 062/100 [S4:finetune]:  92%|▉| 243/264 [06:12<00:31,  1.52s/it, loss=0.816, mat=0.003, sens=1.163, deg=0.00
Ep 062/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.52s/it, loss=0.816, mat=0.003, sens=1.163, deg=0.00
Ep 062/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.52s/it, loss=0.863, mat=0.003, sens=1.224, deg=0.00
Ep 062/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.52s/it, loss=0.863, mat=0.003, sens=1.224, deg=0.00
Ep 062/100 [S4:finetune]:  93%|▉| 245/264 [06:15<00:28,  1.52s/it, loss=0.841, mat=0.003, sens=1.199, deg=0.00
Ep 062/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.53s/it, loss=0.841, mat=0.003, sens=1.199, deg=0.00
Ep 062/100 [S4:finetune]:  93%|▉| 246/264 [06:17<00:27,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  94%|▉| 247/264 [06:18<00:25,  1.53s/it, loss=0.832, mat=0.003, sens=1.182, deg=0.00
Ep 062/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.53s/it, loss=0.832, mat=0.003, sens=1.182, deg=0.00
Ep 062/100 [S4:finetune]:  94%|▉| 248/264 [06:20<00:24,  1.53s/it, loss=0.052, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.052, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  94%|▉| 249/264 [06:21<00:22,  1.52s/it, loss=0.814, mat=0.005, sens=1.160, deg=0.00
Ep 062/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.814, mat=0.005, sens=1.160, deg=0.00
Ep 062/100 [S4:finetune]:  95%|▉| 250/264 [06:23<00:21,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:20,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  95%|▉| 251/264 [06:24<00:20,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  95%|▉| 252/264 [06:26<00:18,  1.53s/it, loss=0.818, mat=0.003, sens=1.166, deg=0.00
Ep 062/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.53s/it, loss=0.818, mat=0.003, sens=1.166, deg=0.00
Ep 062/100 [S4:finetune]:  96%|▉| 253/264 [06:27<00:16,  1.53s/it, loss=0.914, mat=0.003, sens=1.303, deg=0.00
Ep 062/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.914, mat=0.003, sens=1.303, deg=0.00
Ep 062/100 [S4:finetune]:  96%|▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.890, mat=0.004, sens=1.269, deg=0.00
Ep 062/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.890, mat=0.004, sens=1.269, deg=0.00
Ep 062/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  97%|▉| 256/264 [06:32<00:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.908, mat=0.003, sens=1.294, deg=0.00
Ep 062/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.908, mat=0.003, sens=1.294, deg=0.00
Ep 062/100 [S4:finetune]:  98%|▉| 258/264 [06:35<00:09,  1.52s/it, loss=0.917, mat=0.004, sens=1.308, deg=0.00
Ep 062/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.917, mat=0.004, sens=1.308, deg=0.00
Ep 062/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.771, mat=0.003, sens=1.099, deg=0.00
Ep 062/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.771, mat=0.003, sens=1.099, deg=0.00
Ep 062/100 [S4:finetune]:  98%|▉| 260/264 [06:38<00:06,  1.52s/it, loss=0.782, mat=0.003, sens=1.110, deg=0.00
Ep 062/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.782, mat=0.003, sens=1.110, deg=0.00
Ep 062/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.51s/it, loss=0.736, mat=0.002, sens=1.050, deg=0.00
Ep 062/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.736, mat=0.002, sens=1.050, deg=0.00
Ep 062/100 [S4:finetune]:  99%|▉| 262/264 [06:41<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 062/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.54s/it, loss=0.804, mat=0.003, sens=1.147, deg=0.00
Ep 062/100 [S4:finetune]: 100%|█| 264/264 [06:42<00:00,  1.53s/it, loss=0.804, mat=0.003, sens=1.147, deg=0.00
                                                                                                              
Epoch 062/100 [S4:finetune]  loss=0.4535  mat=0.0032  sens=0.6433  deg=0.0006  orth=0.0021  α=0.3 β=0.7 γ=0.2  403s

Ep 063/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 063/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 063/100 [S4:finetune]:   0%| | 1/264 [00:02<09:07,  2.08s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 063/100 [S4:finetune]:   0%| | 1/264 [00:03<09:07,  2.08s/it, loss=0.874, mat=0.003, sens=1.246, deg=0.000]
Ep 063/100 [S4:finetune]:   1%| | 2/264 [00:03<07:36,  1.74s/it, loss=0.874, mat=0.003, sens=1.246, deg=0.000]
Ep 063/100 [S4:finetune]:   1%| | 2/264 [00:05<07:36,  1.74s/it, loss=0.737, mat=0.003, sens=1.051, deg=0.000]
Ep 063/100 [S4:finetune]:   1%| | 3/264 [00:05<07:07,  1.64s/it, loss=0.737, mat=0.003, sens=1.051, deg=0.000]
Ep 063/100 [S4:finetune]:   1%| | 3/264 [00:06<07:07,  1.64s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 063/100 [S4:finetune]:   2%| | 4/264 [00:06<06:53,  1.59s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 063/100 [S4:finetune]:   2%| | 4/264 [00:08<06:53,  1.59s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 063/100 [S4:finetune]:   2%| | 5/264 [00:08<06:44,  1.56s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 063/100 [S4:finetune]:   2%| | 5/264 [00:09<06:44,  1.56s/it, loss=0.823, mat=0.004, sens=1.170, deg=0.000]
Ep 063/100 [S4:finetune]:   2%| | 6/264 [00:09<06:41,  1.56s/it, loss=0.823, mat=0.004, sens=1.170, deg=0.000]
Ep 063/100 [S4:finetune]:   2%| | 6/264 [00:11<06:41,  1.56s/it, loss=0.782, mat=0.003, sens=1.114, deg=0.000]
Ep 063/100 [S4:finetune]:   3%| | 7/264 [00:11<06:36,  1.54s/it, loss=0.782, mat=0.003, sens=1.114, deg=0.000]
Ep 063/100 [S4:finetune]:   3%| | 7/264 [00:12<06:36,  1.54s/it, loss=0.742, mat=0.003, sens=1.057, deg=0.000]
Ep 063/100 [S4:finetune]:   3%| | 8/264 [00:12<06:32,  1.53s/it, loss=0.742, mat=0.003, sens=1.057, deg=0.000]
Ep 063/100 [S4:finetune]:   3%| | 8/264 [00:14<06:32,  1.53s/it, loss=0.681, mat=0.004, sens=0.970, deg=0.000]
Ep 063/100 [S4:finetune]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.681, mat=0.004, sens=0.970, deg=0.000]
Ep 063/100 [S4:finetune]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.765, mat=0.003, sens=1.089, deg=0.000]
Ep 063/100 [S4:finetune]:   4%| | 10/264 [00:15<06:26,  1.52s/it, loss=0.765, mat=0.003, sens=1.089, deg=0.000
Ep 063/100 [S4:finetune]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=0.712, mat=0.004, sens=1.000, deg=0.000
Ep 063/100 [S4:finetune]:   4%| | 11/264 [00:17<06:23,  1.52s/it, loss=0.712, mat=0.004, sens=1.000, deg=0.000
Ep 063/100 [S4:finetune]:   4%| | 11/264 [00:18<06:23,  1.52s/it, loss=0.793, mat=0.003, sens=1.128, deg=0.000
Ep 063/100 [S4:finetune]:   5%| | 12/264 [00:18<06:30,  1.55s/it, loss=0.793, mat=0.003, sens=1.128, deg=0.000
Ep 063/100 [S4:finetune]:   5%| | 12/264 [00:20<06:30,  1.55s/it, loss=0.799, mat=0.003, sens=1.136, deg=0.000
Ep 063/100 [S4:finetune]:   5%| | 13/264 [00:20<06:25,  1.54s/it, loss=0.799, mat=0.003, sens=1.136, deg=0.000
Ep 063/100 [S4:finetune]:   5%| | 13/264 [00:21<06:25,  1.54s/it, loss=0.886, mat=0.003, sens=1.224, deg=0.000
Ep 063/100 [S4:finetune]:   5%| | 14/264 [00:21<06:21,  1.53s/it, loss=0.886, mat=0.003, sens=1.224, deg=0.000
Ep 063/100 [S4:finetune]:   5%| | 14/264 [00:23<06:21,  1.53s/it, loss=0.797, mat=0.003, sens=1.135, deg=0.000
Ep 063/100 [S4:finetune]:   6%| | 15/264 [00:23<06:19,  1.52s/it, loss=0.797, mat=0.003, sens=1.135, deg=0.000
Ep 063/100 [S4:finetune]:   6%| | 15/264 [00:24<06:19,  1.52s/it, loss=0.019, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:   6%| | 16/264 [00:24<06:16,  1.52s/it, loss=0.019, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:   6%| | 16/264 [00:26<06:16,  1.52s/it, loss=0.772, mat=0.004, sens=1.100, deg=0.001
Ep 063/100 [S4:finetune]:   6%| | 17/264 [00:26<06:14,  1.52s/it, loss=0.772, mat=0.004, sens=1.100, deg=0.001
Ep 063/100 [S4:finetune]:   6%| | 17/264 [00:27<06:14,  1.52s/it, loss=0.761, mat=0.002, sens=1.076, deg=0.030
Ep 063/100 [S4:finetune]:   7%| | 18/264 [00:27<06:13,  1.52s/it, loss=0.761, mat=0.002, sens=1.076, deg=0.030
Ep 063/100 [S4:finetune]:   7%| | 18/264 [00:29<06:13,  1.52s/it, loss=0.680, mat=0.004, sens=0.969, deg=0.000
Ep 063/100 [S4:finetune]:   7%| | 19/264 [00:29<06:11,  1.52s/it, loss=0.680, mat=0.004, sens=0.969, deg=0.000
Ep 063/100 [S4:finetune]:   7%| | 19/264 [00:30<06:11,  1.52s/it, loss=0.756, mat=0.003, sens=1.076, deg=0.000
Ep 063/100 [S4:finetune]:   8%| | 20/264 [00:30<06:09,  1.52s/it, loss=0.756, mat=0.003, sens=1.076, deg=0.000
Ep 063/100 [S4:finetune]:   8%| | 20/264 [00:32<06:09,  1.52s/it, loss=0.676, mat=0.003, sens=0.962, deg=0.000
Ep 063/100 [S4:finetune]:   8%| | 21/264 [00:32<06:08,  1.52s/it, loss=0.676, mat=0.003, sens=0.962, deg=0.000
Ep 063/100 [S4:finetune]:   8%| | 21/264 [00:33<06:08,  1.52s/it, loss=0.750, mat=0.005, sens=1.069, deg=0.000
Ep 063/100 [S4:finetune]:   8%| | 22/264 [00:33<06:06,  1.52s/it, loss=0.750, mat=0.005, sens=1.069, deg=0.000
Ep 063/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:   9%| | 23/264 [00:35<06:05,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:   9%| | 23/264 [00:37<06:05,  1.52s/it, loss=0.816, mat=0.003, sens=1.161, deg=0.000
Ep 063/100 [S4:finetune]:   9%| | 24/264 [00:37<06:04,  1.52s/it, loss=0.816, mat=0.003, sens=1.161, deg=0.000
Ep 063/100 [S4:finetune]:   9%| | 24/264 [00:38<06:04,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:   9%| | 25/264 [00:38<06:02,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:   9%| | 25/264 [00:40<06:02,  1.52s/it, loss=0.007, mat=0.001, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  10%| | 26/264 [00:40<06:00,  1.51s/it, loss=0.007, mat=0.001, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  10%| | 26/264 [00:41<06:00,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  10%| | 27/264 [00:41<05:58,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  10%| | 27/264 [00:43<05:58,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  11%| | 28/264 [00:43<05:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  11%| | 28/264 [00:44<05:57,  1.52s/it, loss=0.726, mat=0.003, sens=1.030, deg=0.000
Ep 063/100 [S4:finetune]:  11%| | 29/264 [00:44<05:56,  1.52s/it, loss=0.726, mat=0.003, sens=1.030, deg=0.000
Ep 063/100 [S4:finetune]:  11%| | 29/264 [00:46<05:56,  1.52s/it, loss=0.661, mat=0.003, sens=0.936, deg=0.000
Ep 063/100 [S4:finetune]:  11%| | 30/264 [00:46<06:05,  1.56s/it, loss=0.661, mat=0.003, sens=0.936, deg=0.000
Ep 063/100 [S4:finetune]:  11%| | 30/264 [00:47<06:05,  1.56s/it, loss=0.636, mat=0.003, sens=0.890, deg=0.000
Ep 063/100 [S4:finetune]:  12%| | 31/264 [00:47<06:00,  1.55s/it, loss=0.636, mat=0.003, sens=0.890, deg=0.000
Ep 063/100 [S4:finetune]:  12%| | 31/264 [00:49<06:00,  1.55s/it, loss=0.676, mat=0.004, sens=0.957, deg=0.000
Ep 063/100 [S4:finetune]:  12%| | 32/264 [00:49<05:57,  1.54s/it, loss=0.676, mat=0.004, sens=0.957, deg=0.000
Ep 063/100 [S4:finetune]:  12%| | 32/264 [00:50<05:57,  1.54s/it, loss=0.671, mat=0.003, sens=0.953, deg=0.000
Ep 063/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:54,  1.53s/it, loss=0.671, mat=0.003, sens=0.953, deg=0.000
Ep 063/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:54,  1.53s/it, loss=0.688, mat=0.002, sens=0.980, deg=0.000
Ep 063/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:51,  1.53s/it, loss=0.688, mat=0.002, sens=0.980, deg=0.000
Ep 063/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:51,  1.53s/it, loss=0.747, mat=0.002, sens=1.064, deg=0.000
Ep 063/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:49,  1.53s/it, loss=0.747, mat=0.002, sens=1.064, deg=0.000
Ep 063/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:49,  1.53s/it, loss=0.723, mat=0.003, sens=1.028, deg=0.000
Ep 063/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:47,  1.52s/it, loss=0.723, mat=0.003, sens=1.028, deg=0.000
Ep 063/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:47,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:45,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:45,  1.52s/it, loss=0.689, mat=0.002, sens=0.979, deg=0.000
Ep 063/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:42,  1.52s/it, loss=0.689, mat=0.002, sens=0.979, deg=0.000
Ep 063/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:41,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:41,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.704, mat=0.003, sens=1.004, deg=0.000
Ep 063/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:36,  1.51s/it, loss=0.704, mat=0.003, sens=1.004, deg=0.000
Ep 063/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:36,  1.51s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.000
Ep 063/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.000
Ep 063/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:34,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:33,  1.52s/it, loss=0.747, mat=0.003, sens=1.063, deg=0.000
Ep 063/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:36,  1.54s/it, loss=0.747, mat=0.003, sens=1.063, deg=0.000
Ep 063/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:36,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:33,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:33,  1.53s/it, loss=0.759, mat=0.002, sens=1.078, deg=0.000
Ep 063/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:30,  1.52s/it, loss=0.759, mat=0.002, sens=1.078, deg=0.000
Ep 063/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:28,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:28,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:26,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:26,  1.52s/it, loss=0.726, mat=0.002, sens=1.036, deg=0.000
Ep 063/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:24,  1.52s/it, loss=0.726, mat=0.002, sens=1.036, deg=0.000
Ep 063/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:24,  1.52s/it, loss=0.789, mat=0.004, sens=1.122, deg=0.000
Ep 063/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:22,  1.51s/it, loss=0.789, mat=0.004, sens=1.122, deg=0.000
Ep 063/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:22,  1.51s/it, loss=0.750, mat=0.002, sens=1.066, deg=0.000
Ep 063/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.52s/it, loss=0.750, mat=0.002, sens=1.066, deg=0.000
Ep 063/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:21,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:19,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:19,  1.51s/it, loss=0.764, mat=0.004, sens=1.088, deg=0.000
Ep 063/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=0.764, mat=0.004, sens=1.088, deg=0.000
Ep 063/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:17,  1.51s/it, loss=0.820, mat=0.003, sens=1.161, deg=0.000
Ep 063/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:16,  1.51s/it, loss=0.820, mat=0.003, sens=1.161, deg=0.000
Ep 063/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:19,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:19,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:16,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:16,  1.54s/it, loss=0.808, mat=0.003, sens=1.148, deg=0.000
Ep 063/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:13,  1.53s/it, loss=0.808, mat=0.003, sens=1.148, deg=0.000
Ep 063/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:13,  1.53s/it, loss=0.846, mat=0.003, sens=1.205, deg=0.000
Ep 063/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:11,  1.53s/it, loss=0.846, mat=0.003, sens=1.205, deg=0.000
Ep 063/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:11,  1.53s/it, loss=0.908, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:08,  1.52s/it, loss=0.908, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:08,  1.52s/it, loss=0.733, mat=0.004, sens=1.041, deg=0.000
Ep 063/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:06,  1.52s/it, loss=0.733, mat=0.004, sens=1.041, deg=0.000
Ep 063/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:06,  1.52s/it, loss=0.807, mat=0.003, sens=1.148, deg=0.000
Ep 063/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:05,  1.52s/it, loss=0.807, mat=0.003, sens=1.148, deg=0.000
Ep 063/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:03,  1.52s/it, loss=0.782, mat=0.004, sens=1.112, deg=0.000
Ep 063/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:01,  1.51s/it, loss=0.782, mat=0.004, sens=1.112, deg=0.000
Ep 063/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  25%|▎| 66/264 [01:42<04:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.834, mat=0.003, sens=1.188, deg=0.000
Ep 063/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:56,  1.51s/it, loss=0.834, mat=0.003, sens=1.188, deg=0.000
Ep 063/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:56,  1.51s/it, loss=0.823, mat=0.004, sens=1.173, deg=0.000
Ep 063/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:55,  1.51s/it, loss=0.823, mat=0.004, sens=1.173, deg=0.000
Ep 063/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:55,  1.51s/it, loss=0.791, mat=0.003, sens=1.126, deg=0.000
Ep 063/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:53,  1.51s/it, loss=0.791, mat=0.003, sens=1.126, deg=0.000
Ep 063/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:53,  1.51s/it, loss=0.888, mat=0.004, sens=1.266, deg=0.000
Ep 063/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:51,  1.51s/it, loss=0.888, mat=0.004, sens=1.266, deg=0.000
Ep 063/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:51,  1.51s/it, loss=0.809, mat=0.002, sens=1.153, deg=0.000
Ep 063/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:50,  1.51s/it, loss=0.809, mat=0.002, sens=1.153, deg=0.000
Ep 063/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:50,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:49,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:49,  1.51s/it, loss=1.035, mat=0.003, sens=1.382, deg=0.000
Ep 063/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:47,  1.51s/it, loss=1.035, mat=0.003, sens=1.382, deg=0.000
Ep 063/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:47,  1.51s/it, loss=0.860, mat=0.004, sens=1.226, deg=0.000
Ep 063/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:50,  1.54s/it, loss=0.860, mat=0.004, sens=1.226, deg=0.000
Ep 063/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:50,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:47,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:47,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:45,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:42,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:40,  1.52s/it, loss=0.776, mat=0.003, sens=1.106, deg=0.000
Ep 063/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:41,  1.53s/it, loss=0.776, mat=0.003, sens=1.106, deg=0.000
Ep 063/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:41,  1.53s/it, loss=0.846, mat=0.003, sens=1.206, deg=0.000
Ep 063/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:39,  1.53s/it, loss=0.846, mat=0.003, sens=1.206, deg=0.000
Ep 063/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:39,  1.53s/it, loss=0.733, mat=0.003, sens=1.046, deg=0.000
Ep 063/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:37,  1.53s/it, loss=0.733, mat=0.003, sens=1.046, deg=0.000
Ep 063/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:37,  1.53s/it, loss=0.731, mat=0.003, sens=1.042, deg=0.000
Ep 063/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.731, mat=0.003, sens=1.042, deg=0.000
Ep 063/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:35,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:34,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:34,  1.52s/it, loss=0.828, mat=0.003, sens=1.181, deg=0.000
Ep 063/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:32,  1.52s/it, loss=0.828, mat=0.003, sens=1.181, deg=0.000
Ep 063/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:32,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:28,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=0.773, mat=0.003, sens=1.102, deg=0.000
Ep 063/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:26,  1.52s/it, loss=0.773, mat=0.003, sens=1.102, deg=0.000
Ep 063/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:29,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 063/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:29,  1.54s/it, loss=0.874, mat=0.003, sens=1.245, deg=0.000
Ep 063/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:26,  1.53s/it, loss=0.874, mat=0.003, sens=1.245, deg=0.000
Ep 063/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:26,  1.53s/it, loss=0.743, mat=0.004, sens=1.059, deg=0.000
Ep 063/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:23,  1.52s/it, loss=0.743, mat=0.004, sens=1.059, deg=0.000
Ep 063/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.764, mat=0.004, sens=1.088, deg=0.000
Ep 063/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.764, mat=0.004, sens=1.088, deg=0.000
Ep 063/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:21,  1.52s/it, loss=0.836, mat=0.002, sens=1.193, deg=0.000
Ep 063/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.836, mat=0.002, sens=1.193, deg=0.000
Ep 063/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.846, mat=0.002, sens=1.205, deg=0.000
Ep 063/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:17,  1.52s/it, loss=0.846, mat=0.002, sens=1.205, deg=0.000
Ep 063/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:17,  1.52s/it, loss=0.873, mat=0.004, sens=1.245, deg=0.000
Ep 063/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:16,  1.52s/it, loss=0.873, mat=0.004, sens=1.245, deg=0.000
Ep 063/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:16,  1.52s/it, loss=0.748, mat=0.004, sens=1.065, deg=0.000
Ep 063/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:14,  1.51s/it, loss=0.748, mat=0.004, sens=1.065, deg=0.000
Ep 063/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:14,  1.51s/it, loss=0.742, mat=0.004, sens=1.057, deg=0.000
Ep 063/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:12,  1.51s/it, loss=0.742, mat=0.004, sens=1.057, deg=0.000
Ep 063/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:12,  1.51s/it, loss=0.866, mat=0.002, sens=1.236, deg=0.000
Ep 063/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:10,  1.51s/it, loss=0.866, mat=0.002, sens=1.236, deg=0.000
Ep 063/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:10,  1.51s/it, loss=0.934, mat=0.003, sens=1.330, deg=0.000
Ep 063/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:09,  1.51s/it, loss=0.934, mat=0.003, sens=1.330, deg=0.000
Ep 063/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:09,  1.51s/it, loss=0.759, mat=0.004, sens=1.082, deg=0.000
Ep 063/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:07,  1.51s/it, loss=0.759, mat=0.004, sens=1.082, deg=0.00
Ep 063/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:07,  1.51s/it, loss=0.725, mat=0.004, sens=1.032, deg=0.00
Ep 063/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:09,  1.53s/it, loss=0.725, mat=0.004, sens=1.032, deg=0.00
Ep 063/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:09,  1.53s/it, loss=0.013, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:07,  1.53s/it, loss=0.013, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:07,  1.53s/it, loss=1.008, mat=0.003, sens=1.438, deg=0.00
Ep 063/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:05,  1.52s/it, loss=1.008, mat=0.003, sens=1.438, deg=0.00
Ep 063/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:05,  1.52s/it, loss=0.989, mat=0.003, sens=1.410, deg=0.00
Ep 063/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:04,  1.53s/it, loss=0.989, mat=0.003, sens=1.410, deg=0.00
Ep 063/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:04,  1.53s/it, loss=0.831, mat=0.003, sens=1.184, deg=0.00
Ep 063/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:02,  1.53s/it, loss=0.831, mat=0.003, sens=1.184, deg=0.00
Ep 063/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:02,  1.53s/it, loss=0.857, mat=0.005, sens=1.219, deg=0.00
Ep 063/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:00,  1.52s/it, loss=0.857, mat=0.005, sens=1.219, deg=0.00
Ep 063/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:58,  1.52s/it, loss=1.058, mat=0.004, sens=1.509, deg=0.00
Ep 063/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:57,  1.52s/it, loss=1.058, mat=0.004, sens=1.509, deg=0.00
Ep 063/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.52s/it, loss=0.841, mat=0.003, sens=1.199, deg=0.00
Ep 063/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:50,  1.51s/it, loss=0.841, mat=0.003, sens=1.199, deg=0.00
Ep 063/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.51s/it, loss=0.888, mat=0.004, sens=1.267, deg=0.00
Ep 063/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.51s/it, loss=0.888, mat=0.004, sens=1.267, deg=0.00
Ep 063/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:46,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:45,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:42,  1.52s/it, loss=0.955, mat=0.004, sens=1.360, deg=0.00
Ep 063/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:41,  1.51s/it, loss=0.955, mat=0.004, sens=1.360, deg=0.00
Ep 063/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:43,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:43,  1.54s/it, loss=0.849, mat=0.003, sens=1.211, deg=0.00
Ep 063/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:40,  1.53s/it, loss=0.849, mat=0.003, sens=1.211, deg=0.00
Ep 063/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:40,  1.53s/it, loss=0.779, mat=0.003, sens=1.111, deg=0.00
Ep 063/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:37,  1.52s/it, loss=0.779, mat=0.003, sens=1.111, deg=0.00
Ep 063/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:37,  1.52s/it, loss=0.747, mat=0.002, sens=1.066, deg=0.00
Ep 063/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.747, mat=0.002, sens=1.066, deg=0.00
Ep 063/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:35,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:33,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:33,  1.52s/it, loss=0.990, mat=0.004, sens=1.406, deg=0.00
Ep 063/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.990, mat=0.004, sens=1.406, deg=0.00
Ep 063/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:32,  1.52s/it, loss=0.788, mat=0.003, sens=1.124, deg=0.00
Ep 063/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:30,  1.51s/it, loss=0.788, mat=0.003, sens=1.124, deg=0.00
Ep 063/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:28,  1.51s/it, loss=0.746, mat=0.003, sens=1.064, deg=0.00
Ep 063/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:27,  1.51s/it, loss=0.746, mat=0.003, sens=1.064, deg=0.00
Ep 063/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:26,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.887, mat=0.003, sens=1.265, deg=0.00
Ep 063/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:21,  1.52s/it, loss=0.887, mat=0.003, sens=1.265, deg=0.00
Ep 063/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:20,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:19,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:19,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:16,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.040, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.040, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.745, mat=0.004, sens=1.062, deg=0.00
Ep 063/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:06,  1.51s/it, loss=0.745, mat=0.004, sens=1.062, deg=0.00
Ep 063/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:02,  1.51s/it, loss=0.765, mat=0.003, sens=1.091, deg=0.00
Ep 063/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.765, mat=0.003, sens=1.091, deg=0.00
Ep 063/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.51s/it, loss=0.756, mat=0.002, sens=1.078, deg=0.00
Ep 063/100 [S4:finetune]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.756, mat=0.002, sens=1.078, deg=0.00
Ep 063/100 [S4:finetune]:  55%|▌| 145/264 [03:42<02:59,  1.51s/it, loss=0.847, mat=0.004, sens=1.185, deg=0.00
Ep 063/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:01,  1.54s/it, loss=0.847, mat=0.004, sens=1.185, deg=0.00
Ep 063/100 [S4:finetune]:  55%|▌| 146/264 [03:44<03:01,  1.54s/it, loss=0.824, mat=0.002, sens=1.174, deg=0.00
Ep 063/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:58,  1.53s/it, loss=0.824, mat=0.002, sens=1.174, deg=0.00
Ep 063/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:58,  1.53s/it, loss=0.842, mat=0.004, sens=1.199, deg=0.00
Ep 063/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:56,  1.52s/it, loss=0.842, mat=0.004, sens=1.199, deg=0.00
Ep 063/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:52,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:51,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:49,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:49,  1.51s/it, loss=0.806, mat=0.003, sens=1.145, deg=0.00
Ep 063/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:49,  1.52s/it, loss=0.806, mat=0.003, sens=1.145, deg=0.00
Ep 063/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:49,  1.52s/it, loss=0.705, mat=0.002, sens=1.006, deg=0.00
Ep 063/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:47,  1.52s/it, loss=0.705, mat=0.002, sens=1.006, deg=0.00
Ep 063/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.708, mat=0.004, sens=1.009, deg=0.00
Ep 063/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.708, mat=0.004, sens=1.009, deg=0.00
Ep 063/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:45,  1.52s/it, loss=0.766, mat=0.003, sens=1.091, deg=0.00
Ep 063/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:44,  1.52s/it, loss=0.766, mat=0.003, sens=1.091, deg=0.00
Ep 063/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:40,  1.52s/it, loss=0.735, mat=0.002, sens=1.047, deg=0.00
Ep 063/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.52s/it, loss=0.735, mat=0.002, sens=1.047, deg=0.00
Ep 063/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:39,  1.52s/it, loss=0.784, mat=0.005, sens=1.116, deg=0.00
Ep 063/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:37,  1.52s/it, loss=0.784, mat=0.005, sens=1.116, deg=0.00
Ep 063/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:37,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.641, mat=0.004, sens=0.912, deg=0.00
Ep 063/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.52s/it, loss=0.641, mat=0.004, sens=0.912, deg=0.00
Ep 063/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:34,  1.52s/it, loss=0.705, mat=0.002, sens=1.006, deg=0.00
Ep 063/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:33,  1.51s/it, loss=0.705, mat=0.002, sens=1.006, deg=0.00
Ep 063/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:31,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:31,  1.53s/it, loss=0.774, mat=0.003, sens=1.100, deg=0.00
Ep 063/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:29,  1.53s/it, loss=0.774, mat=0.003, sens=1.100, deg=0.00
Ep 063/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:29,  1.53s/it, loss=0.717, mat=0.002, sens=1.022, deg=0.00
Ep 063/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.717, mat=0.002, sens=1.022, deg=0.00
Ep 063/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:27,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:25,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:23,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:22,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:22,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:17,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:15,  1.51s/it, loss=0.706, mat=0.002, sens=1.006, deg=0.00
Ep 063/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.706, mat=0.002, sens=1.006, deg=0.00
Ep 063/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:12,  1.52s/it, loss=0.869, mat=0.003, sens=1.239, deg=0.00
Ep 063/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:10,  1.52s/it, loss=0.869, mat=0.003, sens=1.239, deg=0.00
Ep 063/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:10,  1.52s/it, loss=0.722, mat=0.002, sens=1.029, deg=0.00
Ep 063/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:10,  1.54s/it, loss=0.722, mat=0.002, sens=1.029, deg=0.00
Ep 063/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:10,  1.54s/it, loss=0.703, mat=0.003, sens=1.002, deg=0.00
Ep 063/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:08,  1.53s/it, loss=0.703, mat=0.003, sens=1.002, deg=0.00
Ep 063/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:08,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:06,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:06,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:02,  1.52s/it, loss=0.774, mat=0.003, sens=1.104, deg=0.00
Ep 063/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.51s/it, loss=0.774, mat=0.003, sens=1.104, deg=0.00
Ep 063/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:01,  1.51s/it, loss=0.830, mat=0.004, sens=1.184, deg=0.00
Ep 063/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.830, mat=0.004, sens=1.184, deg=0.00
Ep 063/100 [S4:finetune]:  70%|▋| 185/264 [04:43<01:59,  1.51s/it, loss=0.802, mat=0.004, sens=1.143, deg=0.00
Ep 063/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.802, mat=0.004, sens=1.143, deg=0.00
Ep 063/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:56,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:54,  1.51s/it, loss=0.803, mat=0.003, sens=1.145, deg=0.00
Ep 063/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.803, mat=0.003, sens=1.145, deg=0.00
Ep 063/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:53,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:51,  1.51s/it, loss=0.889, mat=0.004, sens=1.267, deg=0.00
Ep 063/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:51,  1.53s/it, loss=0.889, mat=0.004, sens=1.267, deg=0.00
Ep 063/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:51,  1.53s/it, loss=0.840, mat=0.002, sens=1.197, deg=0.00
Ep 063/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.53s/it, loss=0.840, mat=0.002, sens=1.197, deg=0.00
Ep 063/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.53s/it, loss=0.868, mat=0.003, sens=1.236, deg=0.00
Ep 063/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:48,  1.52s/it, loss=0.868, mat=0.003, sens=1.236, deg=0.00
Ep 063/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:48,  1.52s/it, loss=0.776, mat=0.002, sens=1.107, deg=0.00
Ep 063/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:46,  1.52s/it, loss=0.776, mat=0.002, sens=1.107, deg=0.00
Ep 063/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.782, mat=0.004, sens=1.114, deg=0.00
Ep 063/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:44,  1.52s/it, loss=0.782, mat=0.004, sens=1.114, deg=0.00
Ep 063/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:44,  1.52s/it, loss=0.733, mat=0.002, sens=1.041, deg=0.00
Ep 063/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:43,  1.52s/it, loss=0.733, mat=0.002, sens=1.041, deg=0.00
Ep 063/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:39,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:38,  1.51s/it, loss=0.806, mat=0.003, sens=1.150, deg=0.00
Ep 063/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.806, mat=0.003, sens=1.150, deg=0.00
Ep 063/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:36,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:30,  1.52s/it, loss=0.756, mat=0.005, sens=1.076, deg=0.00
Ep 063/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.51s/it, loss=0.756, mat=0.005, sens=1.076, deg=0.00
Ep 063/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:27,  1.51s/it, loss=0.914, mat=0.003, sens=1.303, deg=0.00
Ep 063/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.51s/it, loss=0.914, mat=0.003, sens=1.303, deg=0.00
Ep 063/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:24,  1.51s/it, loss=0.831, mat=0.003, sens=1.185, deg=0.00
Ep 063/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:24,  1.54s/it, loss=0.831, mat=0.003, sens=1.185, deg=0.00
Ep 063/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:24,  1.54s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:22,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:22,  1.53s/it, loss=0.779, mat=0.005, sens=1.109, deg=0.00
Ep 063/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.52s/it, loss=0.779, mat=0.005, sens=1.109, deg=0.00
Ep 063/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.816, mat=0.003, sens=1.163, deg=0.00
Ep 063/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.816, mat=0.003, sens=1.163, deg=0.00
Ep 063/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:10,  1.51s/it, loss=0.790, mat=0.004, sens=1.123, deg=0.00
Ep 063/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.790, mat=0.004, sens=1.123, deg=0.00
Ep 063/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:06,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:05,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.51s/it, loss=0.731, mat=0.003, sens=1.042, deg=0.00
Ep 063/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.731, mat=0.003, sens=1.042, deg=0.00
Ep 063/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:03,  1.51s/it, loss=0.805, mat=0.003, sens=1.148, deg=0.00
Ep 063/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:02,  1.51s/it, loss=0.805, mat=0.003, sens=1.148, deg=0.00
Ep 063/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.53s/it, loss=0.081, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:58,  1.53s/it, loss=0.081, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:58,  1.53s/it, loss=0.799, mat=0.004, sens=1.138, deg=0.00
Ep 063/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.52s/it, loss=0.799, mat=0.004, sens=1.138, deg=0.00
Ep 063/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:46,  1.51s/it, loss=0.781, mat=0.004, sens=1.113, deg=0.00
Ep 063/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.51s/it, loss=0.781, mat=0.004, sens=1.113, deg=0.00
Ep 063/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:43,  1.51s/it, loss=0.905, mat=0.004, sens=1.291, deg=0.00
Ep 063/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.53s/it, loss=0.905, mat=0.004, sens=1.291, deg=0.00
Ep 063/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.53s/it, loss=0.845, mat=0.003, sens=1.206, deg=0.00
Ep 063/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.53s/it, loss=0.845, mat=0.003, sens=1.206, deg=0.00
Ep 063/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:41,  1.53s/it, loss=0.810, mat=0.002, sens=1.156, deg=0.00
Ep 063/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.810, mat=0.002, sens=1.156, deg=0.00
Ep 063/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:37,  1.52s/it, loss=0.814, mat=0.002, sens=1.162, deg=0.00
Ep 063/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.51s/it, loss=0.814, mat=0.002, sens=1.162, deg=0.00
Ep 063/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:34,  1.51s/it, loss=0.739, mat=0.003, sens=1.053, deg=0.00
Ep 063/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.51s/it, loss=0.739, mat=0.003, sens=1.053, deg=0.00
Ep 063/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:31,  1.51s/it, loss=0.801, mat=0.003, sens=1.143, deg=0.00
Ep 063/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.801, mat=0.003, sens=1.143, deg=0.00
Ep 063/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.51s/it, loss=0.818, mat=0.004, sens=1.165, deg=0.00
Ep 063/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.818, mat=0.004, sens=1.165, deg=0.00
Ep 063/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.846, mat=0.003, sens=1.208, deg=0.00
Ep 063/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.846, mat=0.003, sens=1.208, deg=0.00
Ep 063/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.51s/it, loss=0.734, mat=0.003, sens=1.047, deg=0.00
Ep 063/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.52s/it, loss=0.734, mat=0.003, sens=1.047, deg=0.00
Ep 063/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.804, mat=0.003, sens=1.145, deg=0.00
Ep 063/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.52s/it, loss=0.804, mat=0.003, sens=1.145, deg=0.00
Ep 063/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.771, mat=0.003, sens=1.100, deg=0.00
Ep 063/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.52s/it, loss=0.771, mat=0.003, sens=1.100, deg=0.00
Ep 063/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.859, mat=0.002, sens=1.226, deg=0.00
Ep 063/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.859, mat=0.002, sens=1.226, deg=0.00
Ep 063/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.745, mat=0.003, sens=1.062, deg=0.00
Ep 063/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.54s/it, loss=0.745, mat=0.003, sens=1.062, deg=0.00
Ep 063/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.53s/it, loss=0.800, mat=0.004, sens=1.139, deg=0.00
Ep 063/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.800, mat=0.004, sens=1.139, deg=0.00
Ep 063/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.779, mat=0.003, sens=1.110, deg=0.00
Ep 063/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.779, mat=0.003, sens=1.110, deg=0.00
Ep 063/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 063/100 [S4:finetune]: 100%|█| 264/264 [06:41<00:00,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
                                                                                                              
Epoch 063/100 [S4:finetune]  loss=0.4190  mat=0.0032  sens=0.5891  deg=0.0003  orth=0.0057  α=0.3 β=0.7 γ=0.2  402s

Ep 064/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 064/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 064/100 [S4:finetune]:   0%| | 1/264 [00:02<09:25,  2.15s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 064/100 [S4:finetune]:   0%| | 1/264 [00:03<09:25,  2.15s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000]
Ep 064/100 [S4:finetune]:   1%| | 2/264 [00:03<07:43,  1.77s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000]
Ep 064/100 [S4:finetune]:   1%| | 2/264 [00:05<07:43,  1.77s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 064/100 [S4:finetune]:   1%| | 3/264 [00:05<07:10,  1.65s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 064/100 [S4:finetune]:   1%| | 3/264 [00:06<07:10,  1.65s/it, loss=0.799, mat=0.004, sens=1.139, deg=0.000]
Ep 064/100 [S4:finetune]:   2%| | 4/264 [00:06<06:54,  1.59s/it, loss=0.799, mat=0.004, sens=1.139, deg=0.000]
Ep 064/100 [S4:finetune]:   2%| | 4/264 [00:08<06:54,  1.59s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 064/100 [S4:finetune]:   2%| | 5/264 [00:08<06:54,  1.60s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 064/100 [S4:finetune]:   2%| | 5/264 [00:09<06:54,  1.60s/it, loss=0.812, mat=0.003, sens=1.158, deg=0.000]
Ep 064/100 [S4:finetune]:   2%| | 6/264 [00:09<06:44,  1.57s/it, loss=0.812, mat=0.003, sens=1.158, deg=0.000]
Ep 064/100 [S4:finetune]:   2%| | 6/264 [00:11<06:44,  1.57s/it, loss=0.821, mat=0.003, sens=1.172, deg=0.000]
Ep 064/100 [S4:finetune]:   3%| | 7/264 [00:11<06:38,  1.55s/it, loss=0.821, mat=0.003, sens=1.172, deg=0.000]
Ep 064/100 [S4:finetune]:   3%| | 7/264 [00:12<06:38,  1.55s/it, loss=0.695, mat=0.003, sens=0.990, deg=0.000]
Ep 064/100 [S4:finetune]:   3%| | 8/264 [00:12<06:32,  1.53s/it, loss=0.695, mat=0.003, sens=0.990, deg=0.000]
Ep 064/100 [S4:finetune]:   3%| | 8/264 [00:14<06:32,  1.53s/it, loss=0.694, mat=0.003, sens=0.990, deg=0.000]
Ep 064/100 [S4:finetune]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.694, mat=0.003, sens=0.990, deg=0.000]
Ep 064/100 [S4:finetune]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.833, mat=0.004, sens=1.188, deg=0.000]
Ep 064/100 [S4:finetune]:   4%| | 10/264 [00:15<06:29,  1.53s/it, loss=0.833, mat=0.004, sens=1.188, deg=0.000
Ep 064/100 [S4:finetune]:   4%| | 10/264 [00:17<06:29,  1.53s/it, loss=0.784, mat=0.002, sens=1.118, deg=0.000
Ep 064/100 [S4:finetune]:   4%| | 11/264 [00:17<06:26,  1.53s/it, loss=0.784, mat=0.002, sens=1.118, deg=0.000
Ep 064/100 [S4:finetune]:   4%| | 11/264 [00:18<06:26,  1.53s/it, loss=0.752, mat=0.005, sens=1.072, deg=0.000
Ep 064/100 [S4:finetune]:   5%| | 12/264 [00:18<06:24,  1.52s/it, loss=0.752, mat=0.005, sens=1.072, deg=0.000
Ep 064/100 [S4:finetune]:   5%| | 12/264 [00:20<06:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:   5%| | 13/264 [00:20<06:21,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:   5%| | 13/264 [00:21<06:21,  1.52s/it, loss=0.802, mat=0.002, sens=1.144, deg=0.000
Ep 064/100 [S4:finetune]:   5%| | 14/264 [00:21<06:19,  1.52s/it, loss=0.802, mat=0.002, sens=1.144, deg=0.000
Ep 064/100 [S4:finetune]:   5%| | 14/264 [00:23<06:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:   6%| | 15/264 [00:25<06:16,  1.51s/it, loss=0.723, mat=0.002, sens=1.031, deg=0.000
Ep 064/100 [S4:finetune]:   6%| | 16/264 [00:25<06:21,  1.54s/it, loss=0.723, mat=0.002, sens=1.031, deg=0.000
Ep 064/100 [S4:finetune]:   6%| | 16/264 [00:26<06:21,  1.54s/it, loss=0.776, mat=0.004, sens=1.104, deg=0.000
Ep 064/100 [S4:finetune]:   6%| | 17/264 [00:26<06:17,  1.53s/it, loss=0.776, mat=0.004, sens=1.104, deg=0.000
Ep 064/100 [S4:finetune]:   6%| | 17/264 [00:28<06:17,  1.53s/it, loss=0.691, mat=0.002, sens=0.986, deg=0.000
Ep 064/100 [S4:finetune]:   7%| | 18/264 [00:28<06:15,  1.53s/it, loss=0.691, mat=0.002, sens=0.986, deg=0.000
Ep 064/100 [S4:finetune]:   7%| | 18/264 [00:29<06:15,  1.53s/it, loss=0.766, mat=0.003, sens=1.092, deg=0.000
Ep 064/100 [S4:finetune]:   7%| | 19/264 [00:29<06:12,  1.52s/it, loss=0.766, mat=0.003, sens=1.092, deg=0.000
Ep 064/100 [S4:finetune]:   7%| | 19/264 [00:31<06:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:   8%| | 20/264 [00:31<06:10,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:   8%| | 20/264 [00:32<06:10,  1.52s/it, loss=0.696, mat=0.005, sens=0.990, deg=0.000
Ep 064/100 [S4:finetune]:   8%| | 21/264 [00:32<06:08,  1.52s/it, loss=0.696, mat=0.005, sens=0.990, deg=0.000
Ep 064/100 [S4:finetune]:   8%| | 21/264 [00:34<06:08,  1.52s/it, loss=0.718, mat=0.003, sens=1.023, deg=0.000
Ep 064/100 [S4:finetune]:   8%| | 22/264 [00:34<06:06,  1.52s/it, loss=0.718, mat=0.003, sens=1.023, deg=0.000
Ep 064/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.52s/it, loss=0.745, mat=0.004, sens=1.060, deg=0.000
Ep 064/100 [S4:finetune]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.745, mat=0.004, sens=1.060, deg=0.000
Ep 064/100 [S4:finetune]:   9%| | 23/264 [00:37<06:04,  1.51s/it, loss=0.745, mat=0.004, sens=1.062, deg=0.000
Ep 064/100 [S4:finetune]:   9%| | 24/264 [00:37<06:03,  1.51s/it, loss=0.745, mat=0.004, sens=1.062, deg=0.000
Ep 064/100 [S4:finetune]:   9%| | 24/264 [00:38<06:03,  1.51s/it, loss=0.654, mat=0.005, sens=0.932, deg=0.000
Ep 064/100 [S4:finetune]:   9%| | 25/264 [00:38<06:01,  1.51s/it, loss=0.654, mat=0.005, sens=0.932, deg=0.000
Ep 064/100 [S4:finetune]:   9%| | 25/264 [00:40<06:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  10%| | 26/264 [00:40<05:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  10%| | 26/264 [00:41<05:59,  1.51s/it, loss=0.691, mat=0.004, sens=0.984, deg=0.000
Ep 064/100 [S4:finetune]:  10%| | 27/264 [00:41<05:58,  1.51s/it, loss=0.691, mat=0.004, sens=0.984, deg=0.000
Ep 064/100 [S4:finetune]:  10%| | 27/264 [00:43<05:58,  1.51s/it, loss=0.792, mat=0.003, sens=1.129, deg=0.000
Ep 064/100 [S4:finetune]:  11%| | 28/264 [00:43<05:57,  1.51s/it, loss=0.792, mat=0.003, sens=1.129, deg=0.000
Ep 064/100 [S4:finetune]:  11%| | 28/264 [00:44<05:57,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  11%| | 29/264 [00:44<05:55,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  11%| | 29/264 [00:46<05:55,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  11%| | 30/264 [00:46<05:54,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  11%| | 30/264 [00:47<05:54,  1.51s/it, loss=0.865, mat=0.003, sens=1.138, deg=0.000
Ep 064/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.865, mat=0.003, sens=1.138, deg=0.000
Ep 064/100 [S4:finetune]:  12%| | 31/264 [00:49<05:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  12%| | 32/264 [00:49<05:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  12%| | 32/264 [00:50<05:50,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:49,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:49,  1.51s/it, loss=0.795, mat=0.003, sens=1.134, deg=0.000
Ep 064/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:57,  1.56s/it, loss=0.795, mat=0.003, sens=1.134, deg=0.000
Ep 064/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:57,  1.56s/it, loss=0.765, mat=0.002, sens=1.092, deg=0.000
Ep 064/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:53,  1.55s/it, loss=0.765, mat=0.002, sens=1.092, deg=0.000
Ep 064/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:53,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:49,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:49,  1.53s/it, loss=0.707, mat=0.002, sens=1.008, deg=0.000
Ep 064/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:47,  1.53s/it, loss=0.707, mat=0.002, sens=1.008, deg=0.000
Ep 064/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:47,  1.53s/it, loss=0.834, mat=0.004, sens=1.188, deg=0.000
Ep 064/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:44,  1.52s/it, loss=0.834, mat=0.004, sens=1.188, deg=0.000
Ep 064/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:44,  1.52s/it, loss=0.814, mat=0.004, sens=1.160, deg=0.000
Ep 064/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:42,  1.52s/it, loss=0.814, mat=0.004, sens=1.160, deg=0.000
Ep 064/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:42,  1.52s/it, loss=0.794, mat=0.003, sens=1.133, deg=0.000
Ep 064/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.52s/it, loss=0.794, mat=0.003, sens=1.133, deg=0.000
Ep 064/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.52s/it, loss=0.827, mat=0.002, sens=1.177, deg=0.000
Ep 064/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.827, mat=0.002, sens=1.177, deg=0.000
Ep 064/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.891, mat=0.003, sens=1.271, deg=0.000
Ep 064/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.891, mat=0.003, sens=1.271, deg=0.000
Ep 064/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:34,  1.51s/it, loss=0.886, mat=0.003, sens=1.262, deg=0.000
Ep 064/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:32,  1.51s/it, loss=0.886, mat=0.003, sens=1.262, deg=0.000
Ep 064/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:32,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:31,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.891, mat=0.003, sens=1.270, deg=0.000
Ep 064/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:29,  1.51s/it, loss=0.891, mat=0.003, sens=1.270, deg=0.000
Ep 064/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:29,  1.51s/it, loss=0.744, mat=0.003, sens=1.060, deg=0.000
Ep 064/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:28,  1.51s/it, loss=0.744, mat=0.003, sens=1.060, deg=0.000
Ep 064/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.51s/it, loss=0.845, mat=0.005, sens=1.202, deg=0.000
Ep 064/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.845, mat=0.005, sens=1.202, deg=0.000
Ep 064/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:26,  1.51s/it, loss=0.799, mat=0.003, sens=1.139, deg=0.000
Ep 064/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:30,  1.54s/it, loss=0.799, mat=0.003, sens=1.139, deg=0.000
Ep 064/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:30,  1.54s/it, loss=0.947, mat=0.004, sens=1.348, deg=0.000
Ep 064/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:26,  1.53s/it, loss=0.947, mat=0.004, sens=1.348, deg=0.000
Ep 064/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:26,  1.53s/it, loss=0.765, mat=0.003, sens=1.091, deg=0.000
Ep 064/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:24,  1.52s/it, loss=0.765, mat=0.003, sens=1.091, deg=0.000
Ep 064/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:24,  1.52s/it, loss=0.815, mat=0.003, sens=1.162, deg=0.000
Ep 064/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.52s/it, loss=0.815, mat=0.003, sens=1.162, deg=0.000
Ep 064/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:21,  1.52s/it, loss=0.866, mat=0.002, sens=1.235, deg=0.000
Ep 064/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:19,  1.52s/it, loss=0.866, mat=0.002, sens=1.235, deg=0.000
Ep 064/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:19,  1.52s/it, loss=0.899, mat=0.004, sens=1.281, deg=0.000
Ep 064/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=0.899, mat=0.004, sens=1.281, deg=0.000
Ep 064/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:16,  1.51s/it, loss=0.840, mat=0.004, sens=1.197, deg=0.000
Ep 064/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:14,  1.51s/it, loss=0.840, mat=0.004, sens=1.197, deg=0.000
Ep 064/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:14,  1.51s/it, loss=0.776, mat=0.004, sens=1.106, deg=0.000
Ep 064/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:12,  1.51s/it, loss=0.776, mat=0.004, sens=1.106, deg=0.000
Ep 064/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:12,  1.51s/it, loss=0.999, mat=0.004, sens=1.424, deg=0.000
Ep 064/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:13,  1.52s/it, loss=0.999, mat=0.004, sens=1.424, deg=0.000
Ep 064/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:12,  1.52s/it, loss=0.855, mat=0.003, sens=1.219, deg=0.000
Ep 064/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.855, mat=0.003, sens=1.219, deg=0.000
Ep 064/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.850, mat=0.004, sens=1.205, deg=0.000
Ep 064/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:12,  1.54s/it, loss=0.850, mat=0.004, sens=1.205, deg=0.000
Ep 064/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:12,  1.54s/it, loss=0.745, mat=0.003, sens=1.062, deg=0.000
Ep 064/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:09,  1.53s/it, loss=0.745, mat=0.003, sens=1.062, deg=0.000
Ep 064/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:09,  1.53s/it, loss=0.894, mat=0.003, sens=1.267, deg=0.000
Ep 064/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:06,  1.53s/it, loss=0.894, mat=0.003, sens=1.267, deg=0.000
Ep 064/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:06,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:03,  1.52s/it, loss=1.029, mat=0.003, sens=1.468, deg=0.000
Ep 064/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:01,  1.52s/it, loss=1.029, mat=0.003, sens=1.468, deg=0.000
Ep 064/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:59,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  25%|▎| 66/264 [01:42<04:59,  1.51s/it, loss=1.083, mat=0.004, sens=1.543, deg=0.000
Ep 064/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:58,  1.51s/it, loss=1.083, mat=0.004, sens=1.543, deg=0.000
Ep 064/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:58,  1.51s/it, loss=0.922, mat=0.003, sens=1.312, deg=0.000
Ep 064/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:56,  1.51s/it, loss=0.922, mat=0.003, sens=1.312, deg=0.000
Ep 064/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:56,  1.51s/it, loss=0.016, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:54,  1.51s/it, loss=0.016, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:52,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:50,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:50,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:49,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:48,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:46,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:46,  1.51s/it, loss=0.909, mat=0.004, sens=1.295, deg=0.000
Ep 064/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:45,  1.51s/it, loss=0.909, mat=0.004, sens=1.295, deg=0.000
Ep 064/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:43,  1.51s/it, loss=0.795, mat=0.003, sens=1.133, deg=0.000
Ep 064/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:42,  1.51s/it, loss=0.795, mat=0.003, sens=1.133, deg=0.000
Ep 064/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:42,  1.51s/it, loss=0.822, mat=0.005, sens=1.169, deg=0.000
Ep 064/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:41,  1.51s/it, loss=0.822, mat=0.005, sens=1.169, deg=0.000
Ep 064/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:41,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.002
Ep 064/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:43,  1.53s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.002
Ep 064/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:43,  1.53s/it, loss=0.994, mat=0.003, sens=1.415, deg=0.000
Ep 064/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:41,  1.53s/it, loss=0.994, mat=0.003, sens=1.415, deg=0.000
Ep 064/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:41,  1.53s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.057
Ep 064/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:38,  1.52s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.057
Ep 064/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:38,  1.53s/it, loss=0.934, mat=0.003, sens=1.332, deg=0.000
Ep 064/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:36,  1.53s/it, loss=0.934, mat=0.003, sens=1.332, deg=0.000
Ep 064/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:36,  1.53s/it, loss=0.825, mat=0.003, sens=1.177, deg=0.000
Ep 064/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:34,  1.52s/it, loss=0.825, mat=0.003, sens=1.177, deg=0.000
Ep 064/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:34,  1.52s/it, loss=1.053, mat=0.004, sens=1.357, deg=0.000
Ep 064/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=1.053, mat=0.004, sens=1.357, deg=0.000
Ep 064/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:29,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:28,  1.51s/it, loss=0.817, mat=0.003, sens=1.163, deg=0.000
Ep 064/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:26,  1.51s/it, loss=0.817, mat=0.003, sens=1.163, deg=0.000
Ep 064/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.51s/it, loss=0.937, mat=0.003, sens=1.334, deg=0.000
Ep 064/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:24,  1.51s/it, loss=0.937, mat=0.003, sens=1.334, deg=0.000
Ep 064/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:23,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:23,  1.51s/it, loss=0.946, mat=0.004, sens=1.336, deg=0.005
Ep 064/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:21,  1.51s/it, loss=0.946, mat=0.004, sens=1.336, deg=0.005
Ep 064/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:21,  1.51s/it, loss=0.888, mat=0.003, sens=1.265, deg=0.000
Ep 064/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:19,  1.51s/it, loss=0.888, mat=0.003, sens=1.265, deg=0.000
Ep 064/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:21,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:21,  1.53s/it, loss=0.900, mat=0.003, sens=1.284, deg=0.000
Ep 064/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:19,  1.53s/it, loss=0.900, mat=0.003, sens=1.284, deg=0.000
Ep 064/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:19,  1.53s/it, loss=0.830, mat=0.004, sens=1.180, deg=0.001
Ep 064/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:17,  1.52s/it, loss=0.830, mat=0.004, sens=1.180, deg=0.001
Ep 064/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:17,  1.52s/it, loss=0.830, mat=0.003, sens=1.184, deg=0.000
Ep 064/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:15,  1.52s/it, loss=0.830, mat=0.003, sens=1.184, deg=0.000
Ep 064/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:15,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:13,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:13,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:11,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 064/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:09,  1.51s/it, loss=0.787, mat=0.001, sens=1.123, deg=0.000
Ep 064/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:07,  1.51s/it, loss=0.787, mat=0.001, sens=1.123, deg=0.00
Ep 064/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:06,  1.51s/it, loss=0.830, mat=0.003, sens=1.184, deg=0.00
Ep 064/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:04,  1.51s/it, loss=0.830, mat=0.003, sens=1.184, deg=0.00
Ep 064/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:04,  1.51s/it, loss=0.768, mat=0.002, sens=1.096, deg=0.00
Ep 064/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:03,  1.51s/it, loss=0.768, mat=0.002, sens=1.096, deg=0.00
Ep 064/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:03,  1.51s/it, loss=0.774, mat=0.003, sens=1.104, deg=0.00
Ep 064/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:01,  1.51s/it, loss=0.774, mat=0.003, sens=1.104, deg=0.00
Ep 064/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:03,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:03,  1.53s/it, loss=0.924, mat=0.003, sens=1.318, deg=0.00
Ep 064/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:01,  1.53s/it, loss=0.924, mat=0.003, sens=1.318, deg=0.00
Ep 064/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:01,  1.53s/it, loss=0.870, mat=0.003, sens=1.241, deg=0.00
Ep 064/100 [S4:finetune]:  41%|▍| 107/264 [02:43<04:00,  1.53s/it, loss=0.870, mat=0.003, sens=1.241, deg=0.00
Ep 064/100 [S4:finetune]:  41%|▍| 107/264 [02:44<04:00,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:58,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:58,  1.53s/it, loss=0.893, mat=0.003, sens=1.272, deg=0.00
Ep 064/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:56,  1.53s/it, loss=0.893, mat=0.003, sens=1.272, deg=0.00
Ep 064/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:56,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:54,  1.52s/it, loss=0.847, mat=0.004, sens=1.208, deg=0.00
Ep 064/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.847, mat=0.004, sens=1.208, deg=0.00
Ep 064/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:52,  1.52s/it, loss=0.767, mat=0.002, sens=1.095, deg=0.00
Ep 064/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:50,  1.52s/it, loss=0.767, mat=0.002, sens=1.095, deg=0.00
Ep 064/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:47,  1.51s/it, loss=0.911, mat=0.002, sens=1.298, deg=0.00
Ep 064/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.911, mat=0.002, sens=1.298, deg=0.00
Ep 064/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:40,  1.51s/it, loss=0.812, mat=0.003, sens=1.157, deg=0.00
Ep 064/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:39,  1.51s/it, loss=0.812, mat=0.003, sens=1.157, deg=0.00
Ep 064/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:37,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:37,  1.51s/it, loss=0.892, mat=0.005, sens=1.271, deg=0.00
Ep 064/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:36,  1.51s/it, loss=0.892, mat=0.005, sens=1.271, deg=0.00
Ep 064/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.936, mat=0.003, sens=1.335, deg=0.00
Ep 064/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:34,  1.51s/it, loss=0.936, mat=0.003, sens=1.335, deg=0.00
Ep 064/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:34,  1.51s/it, loss=0.881, mat=0.003, sens=1.257, deg=0.00
Ep 064/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:36,  1.53s/it, loss=0.881, mat=0.003, sens=1.257, deg=0.00
Ep 064/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:33,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:31,  1.52s/it, loss=0.878, mat=0.003, sens=1.251, deg=0.00
Ep 064/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:29,  1.52s/it, loss=0.878, mat=0.003, sens=1.251, deg=0.00
Ep 064/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:29,  1.52s/it, loss=0.832, mat=0.002, sens=1.187, deg=0.00
Ep 064/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:27,  1.52s/it, loss=0.832, mat=0.002, sens=1.187, deg=0.00
Ep 064/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:27,  1.52s/it, loss=0.886, mat=0.003, sens=1.264, deg=0.00
Ep 064/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=0.886, mat=0.003, sens=1.264, deg=0.00
Ep 064/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:25,  1.51s/it, loss=0.862, mat=0.003, sens=1.230, deg=0.00
Ep 064/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:24,  1.51s/it, loss=0.862, mat=0.003, sens=1.230, deg=0.00
Ep 064/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:24,  1.51s/it, loss=0.973, mat=0.004, sens=1.386, deg=0.00
Ep 064/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:22,  1.51s/it, loss=0.973, mat=0.004, sens=1.386, deg=0.00
Ep 064/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:22,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:22,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:22,  1.52s/it, loss=0.878, mat=0.003, sens=1.250, deg=0.00
Ep 064/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:20,  1.52s/it, loss=0.878, mat=0.003, sens=1.250, deg=0.00
Ep 064/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:20,  1.52s/it, loss=0.979, mat=0.005, sens=1.395, deg=0.00
Ep 064/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:18,  1.52s/it, loss=0.979, mat=0.005, sens=1.395, deg=0.00
Ep 064/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:18,  1.52s/it, loss=0.917, mat=0.003, sens=1.305, deg=0.00
Ep 064/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.917, mat=0.003, sens=1.305, deg=0.00
Ep 064/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:15,  1.51s/it, loss=0.956, mat=0.004, sens=1.362, deg=0.00
Ep 064/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.956, mat=0.004, sens=1.362, deg=0.00
Ep 064/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:13,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:13,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:10,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:10,  1.53s/it, loss=0.925, mat=0.002, sens=1.319, deg=0.00
Ep 064/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:08,  1.52s/it, loss=0.925, mat=0.002, sens=1.319, deg=0.00
Ep 064/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:08,  1.52s/it, loss=1.000, mat=0.003, sens=1.426, deg=0.00
Ep 064/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:06,  1.52s/it, loss=1.000, mat=0.003, sens=1.426, deg=0.00
Ep 064/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:06,  1.52s/it, loss=0.952, mat=0.004, sens=1.358, deg=0.00
Ep 064/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.952, mat=0.004, sens=1.358, deg=0.00
Ep 064/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  55%|▌| 145/264 [03:42<02:59,  1.51s/it, loss=0.967, mat=0.004, sens=1.380, deg=0.00
Ep 064/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:58,  1.51s/it, loss=0.967, mat=0.004, sens=1.380, deg=0.00
Ep 064/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:56,  1.51s/it, loss=1.028, mat=0.004, sens=1.466, deg=0.00
Ep 064/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:55,  1.51s/it, loss=1.028, mat=0.004, sens=1.466, deg=0.00
Ep 064/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:53,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:53,  1.51s/it, loss=0.934, mat=0.004, sens=1.333, deg=0.00
Ep 064/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:54,  1.53s/it, loss=0.934, mat=0.004, sens=1.333, deg=0.00
Ep 064/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:54,  1.53s/it, loss=1.051, mat=0.004, sens=1.499, deg=0.00
Ep 064/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:52,  1.53s/it, loss=1.051, mat=0.004, sens=1.499, deg=0.00
Ep 064/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:48,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:48,  1.52s/it, loss=0.848, mat=0.003, sens=1.206, deg=0.00
Ep 064/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:46,  1.51s/it, loss=0.848, mat=0.003, sens=1.206, deg=0.00
Ep 064/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:46,  1.51s/it, loss=0.976, mat=0.004, sens=1.392, deg=0.00
Ep 064/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:45,  1.52s/it, loss=0.976, mat=0.004, sens=1.392, deg=0.00
Ep 064/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:45,  1.52s/it, loss=0.891, mat=0.003, sens=1.270, deg=0.00
Ep 064/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:44,  1.52s/it, loss=0.891, mat=0.003, sens=1.270, deg=0.00
Ep 064/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:42,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.950, mat=0.002, sens=1.354, deg=0.00
Ep 064/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:39,  1.52s/it, loss=0.950, mat=0.002, sens=1.354, deg=0.00
Ep 064/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:37,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:35,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:34,  1.51s/it, loss=0.954, mat=0.003, sens=1.361, deg=0.00
Ep 064/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.954, mat=0.003, sens=1.361, deg=0.00
Ep 064/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:32,  1.51s/it, loss=0.886, mat=0.004, sens=1.263, deg=0.00
Ep 064/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:30,  1.51s/it, loss=0.886, mat=0.004, sens=1.263, deg=0.00
Ep 064/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:30,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:28,  1.51s/it, loss=0.916, mat=0.003, sens=1.307, deg=0.00
Ep 064/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.916, mat=0.003, sens=1.307, deg=0.00
Ep 064/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:26,  1.51s/it, loss=0.818, mat=0.002, sens=1.167, deg=0.00
Ep 064/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:24,  1.51s/it, loss=0.818, mat=0.002, sens=1.167, deg=0.00
Ep 064/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:24,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:25,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:25,  1.53s/it, loss=0.947, mat=0.003, sens=1.350, deg=0.00
Ep 064/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:23,  1.52s/it, loss=0.947, mat=0.003, sens=1.350, deg=0.00
Ep 064/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:17,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:15,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:15,  1.51s/it, loss=0.897, mat=0.003, sens=1.279, deg=0.00
Ep 064/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.897, mat=0.003, sens=1.279, deg=0.00
Ep 064/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.873, mat=0.003, sens=1.244, deg=0.00
Ep 064/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:12,  1.51s/it, loss=0.873, mat=0.003, sens=1.244, deg=0.00
Ep 064/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.51s/it, loss=0.918, mat=0.003, sens=1.309, deg=0.00
Ep 064/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:09,  1.51s/it, loss=0.918, mat=0.003, sens=1.309, deg=0.00
Ep 064/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.51s/it, loss=0.848, mat=0.002, sens=1.210, deg=0.00
Ep 064/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:07,  1.52s/it, loss=0.848, mat=0.002, sens=1.210, deg=0.00
Ep 064/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:07,  1.52s/it, loss=0.970, mat=0.003, sens=1.379, deg=0.00
Ep 064/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.52s/it, loss=0.970, mat=0.003, sens=1.379, deg=0.00
Ep 064/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:04,  1.52s/it, loss=0.833, mat=0.002, sens=1.186, deg=0.00
Ep 064/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:04,  1.54s/it, loss=0.833, mat=0.002, sens=1.186, deg=0.00
Ep 064/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:04,  1.54s/it, loss=0.864, mat=0.003, sens=1.225, deg=0.00
Ep 064/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:02,  1.53s/it, loss=0.864, mat=0.003, sens=1.225, deg=0.00
Ep 064/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:02,  1.53s/it, loss=0.952, mat=0.004, sens=1.357, deg=0.00
Ep 064/100 [S4:finetune]:  70%|▋| 185/264 [04:41<02:00,  1.52s/it, loss=0.952, mat=0.004, sens=1.357, deg=0.00
Ep 064/100 [S4:finetune]:  70%|▋| 185/264 [04:42<02:00,  1.52s/it, loss=0.772, mat=0.003, sens=1.101, deg=0.00
Ep 064/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:58,  1.52s/it, loss=0.772, mat=0.003, sens=1.101, deg=0.00
Ep 064/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:58,  1.52s/it, loss=1.072, mat=0.003, sens=1.529, deg=0.00
Ep 064/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=1.072, mat=0.003, sens=1.529, deg=0.00
Ep 064/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.026, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.026, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:54,  1.51s/it, loss=0.993, mat=0.003, sens=1.416, deg=0.00
Ep 064/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.993, mat=0.003, sens=1.416, deg=0.00
Ep 064/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:53,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:51,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:50,  1.51s/it, loss=1.046, mat=0.003, sens=1.493, deg=0.00
Ep 064/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:48,  1.51s/it, loss=1.046, mat=0.003, sens=1.493, deg=0.00
Ep 064/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:48,  1.51s/it, loss=0.888, mat=0.005, sens=1.267, deg=0.00
Ep 064/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:47,  1.51s/it, loss=0.888, mat=0.005, sens=1.267, deg=0.00
Ep 064/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.51s/it, loss=0.900, mat=0.003, sens=1.284, deg=0.00
Ep 064/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.900, mat=0.003, sens=1.284, deg=0.00
Ep 064/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:45,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:45,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:45,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:43,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:41,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:40,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:38,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:36,  1.51s/it, loss=0.939, mat=0.003, sens=1.338, deg=0.00
Ep 064/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.51s/it, loss=0.939, mat=0.003, sens=1.338, deg=0.00
Ep 064/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.51s/it, loss=0.954, mat=0.003, sens=1.361, deg=0.00
Ep 064/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.954, mat=0.003, sens=1.361, deg=0.00
Ep 064/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:33,  1.51s/it, loss=0.971, mat=0.003, sens=1.385, deg=0.00
Ep 064/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:32,  1.51s/it, loss=0.971, mat=0.003, sens=1.385, deg=0.00
Ep 064/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:31,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:31,  1.52s/it, loss=0.945, mat=0.003, sens=1.347, deg=0.00
Ep 064/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:29,  1.52s/it, loss=0.945, mat=0.003, sens=1.347, deg=0.00
Ep 064/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.938, mat=0.003, sens=1.337, deg=0.00
Ep 064/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.938, mat=0.003, sens=1.337, deg=0.00
Ep 064/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:27,  1.51s/it, loss=0.903, mat=0.003, sens=1.288, deg=0.00
Ep 064/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:26,  1.51s/it, loss=0.903, mat=0.003, sens=1.288, deg=0.00
Ep 064/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.51s/it, loss=0.967, mat=0.004, sens=1.378, deg=0.00
Ep 064/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.967, mat=0.004, sens=1.378, deg=0.00
Ep 064/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:24,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:23,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.51s/it, loss=0.971, mat=0.003, sens=1.385, deg=0.00
Ep 064/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.51s/it, loss=0.971, mat=0.003, sens=1.385, deg=0.00
Ep 064/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:19,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:19,  1.50s/it, loss=0.963, mat=0.003, sens=1.373, deg=0.00
Ep 064/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.963, mat=0.003, sens=1.373, deg=0.00
Ep 064/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.51s/it, loss=0.960, mat=0.003, sens=1.370, deg=0.00
Ep 064/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:18,  1.53s/it, loss=0.960, mat=0.003, sens=1.370, deg=0.00
Ep 064/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:18,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:16,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.798, mat=0.004, sens=1.137, deg=0.00
Ep 064/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.52s/it, loss=0.798, mat=0.004, sens=1.137, deg=0.00
Ep 064/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:07,  1.51s/it, loss=0.870, mat=0.003, sens=1.239, deg=0.00
Ep 064/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.870, mat=0.003, sens=1.239, deg=0.00
Ep 064/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:04,  1.51s/it, loss=0.900, mat=0.004, sens=1.281, deg=0.00
Ep 064/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.900, mat=0.004, sens=1.281, deg=0.00
Ep 064/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.51s/it, loss=0.863, mat=0.003, sens=1.229, deg=0.00
Ep 064/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:01,  1.51s/it, loss=0.863, mat=0.003, sens=1.229, deg=0.00
Ep 064/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:00,  1.51s/it, loss=0.902, mat=0.002, sens=1.262, deg=0.00
Ep 064/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:58,  1.51s/it, loss=0.902, mat=0.002, sens=1.262, deg=0.00
Ep 064/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:58,  1.51s/it, loss=0.828, mat=0.003, sens=1.181, deg=0.00
Ep 064/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.828, mat=0.003, sens=1.181, deg=0.00
Ep 064/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.51s/it, loss=0.889, mat=0.003, sens=1.265, deg=0.00
Ep 064/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:55,  1.51s/it, loss=0.889, mat=0.003, sens=1.265, deg=0.00
Ep 064/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:55,  1.51s/it, loss=0.891, mat=0.003, sens=1.271, deg=0.00
Ep 064/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:55,  1.55s/it, loss=0.891, mat=0.003, sens=1.271, deg=0.00
Ep 064/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:55,  1.55s/it, loss=0.813, mat=0.004, sens=1.159, deg=0.00
Ep 064/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.54s/it, loss=0.813, mat=0.004, sens=1.159, deg=0.00
Ep 064/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.958, mat=0.003, sens=1.366, deg=0.00
Ep 064/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:47,  1.52s/it, loss=0.958, mat=0.003, sens=1.366, deg=0.00
Ep 064/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:47,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.909, mat=0.002, sens=1.297, deg=0.00
Ep 064/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.909, mat=0.002, sens=1.297, deg=0.00
Ep 064/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:43,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.51s/it, loss=0.981, mat=0.004, sens=1.399, deg=0.00
Ep 064/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:40,  1.51s/it, loss=0.981, mat=0.004, sens=1.399, deg=0.00
Ep 064/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.51s/it, loss=0.843, mat=0.003, sens=1.200, deg=0.00
Ep 064/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.843, mat=0.003, sens=1.200, deg=0.00
Ep 064/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.51s/it, loss=1.011, mat=0.003, sens=1.438, deg=0.00
Ep 064/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.53s/it, loss=1.011, mat=0.003, sens=1.438, deg=0.00
Ep 064/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:35,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:35,  1.53s/it, loss=1.014, mat=0.004, sens=1.444, deg=0.00
Ep 064/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.52s/it, loss=1.014, mat=0.004, sens=1.444, deg=0.00
Ep 064/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.52s/it, loss=1.041, mat=0.004, sens=1.484, deg=0.00
Ep 064/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=1.041, mat=0.004, sens=1.484, deg=0.00
Ep 064/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.51s/it, loss=0.889, mat=0.003, sens=1.260, deg=0.00
Ep 064/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.889, mat=0.003, sens=1.260, deg=0.00
Ep 064/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.840, mat=0.004, sens=1.197, deg=0.00
Ep 064/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.840, mat=0.004, sens=1.197, deg=0.00
Ep 064/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.959, mat=0.003, sens=1.367, deg=0.00
Ep 064/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.959, mat=0.003, sens=1.367, deg=0.00
Ep 064/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.51s/it, loss=1.001, mat=0.003, sens=1.428, deg=0.00
Ep 064/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=1.001, mat=0.003, sens=1.428, deg=0.00
Ep 064/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.836, mat=0.002, sens=1.191, deg=0.00
Ep 064/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.52s/it, loss=0.836, mat=0.002, sens=1.191, deg=0.00
Ep 064/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.921, mat=0.003, sens=1.311, deg=0.00
Ep 064/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.52s/it, loss=0.921, mat=0.003, sens=1.311, deg=0.00
Ep 064/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.921, mat=0.003, sens=1.313, deg=0.00
Ep 064/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.921, mat=0.003, sens=1.313, deg=0.00
Ep 064/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.937, mat=0.002, sens=1.336, deg=0.00
Ep 064/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.53s/it, loss=0.937, mat=0.002, sens=1.336, deg=0.00
Ep 064/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.950, mat=0.004, sens=1.353, deg=0.00
Ep 064/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.52s/it, loss=0.950, mat=0.004, sens=1.353, deg=0.00
Ep 064/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 064/100 [S4:finetune]: 100%|█| 264/264 [06:41<00:00,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
                                                                                                              
Epoch 064/100 [S4:finetune]  loss=0.5027  mat=0.0032  sens=0.7137  deg=0.0004  orth=0.0021  α=0.3 β=0.7 γ=0.2  401s

Ep 065/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 065/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 065/100 [S4:finetune]:   0%| | 1/264 [00:02<10:18,  2.35s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 065/100 [S4:finetune]:   0%| | 1/264 [00:03<10:18,  2.35s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 065/100 [S4:finetune]:   1%| | 2/264 [00:03<08:05,  1.85s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 065/100 [S4:finetune]:   1%| | 2/264 [00:05<08:05,  1.85s/it, loss=0.911, mat=0.004, sens=1.299, deg=0.000]
Ep 065/100 [S4:finetune]:   1%| | 3/264 [00:05<07:21,  1.69s/it, loss=0.911, mat=0.004, sens=1.299, deg=0.000]
Ep 065/100 [S4:finetune]:   1%| | 3/264 [00:06<07:21,  1.69s/it, loss=0.879, mat=0.003, sens=1.250, deg=0.000]
Ep 065/100 [S4:finetune]:   2%| | 4/264 [00:06<06:59,  1.61s/it, loss=0.879, mat=0.003, sens=1.250, deg=0.000]
Ep 065/100 [S4:finetune]:   2%| | 4/264 [00:08<06:59,  1.61s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 065/100 [S4:finetune]:   2%| | 5/264 [00:08<06:48,  1.58s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 065/100 [S4:finetune]:   2%| | 5/264 [00:09<06:48,  1.58s/it, loss=0.944, mat=0.003, sens=1.347, deg=0.000]
Ep 065/100 [S4:finetune]:   2%| | 6/264 [00:09<06:40,  1.55s/it, loss=0.944, mat=0.003, sens=1.347, deg=0.000]
Ep 065/100 [S4:finetune]:   2%| | 6/264 [00:11<06:40,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 065/100 [S4:finetune]:   3%| | 7/264 [00:11<06:34,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 065/100 [S4:finetune]:   3%| | 7/264 [00:12<06:34,  1.54s/it, loss=0.940, mat=0.004, sens=1.340, deg=0.000]
Ep 065/100 [S4:finetune]:   3%| | 8/264 [00:12<06:30,  1.53s/it, loss=0.940, mat=0.004, sens=1.340, deg=0.000]
Ep 065/100 [S4:finetune]:   3%| | 8/264 [00:14<06:30,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 065/100 [S4:finetune]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000]
Ep 065/100 [S4:finetune]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.942, mat=0.003, sens=1.343, deg=0.000]
Ep 065/100 [S4:finetune]:   4%| | 10/264 [00:15<06:24,  1.51s/it, loss=0.942, mat=0.003, sens=1.343, deg=0.000
Ep 065/100 [S4:finetune]:   4%| | 10/264 [00:17<06:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   4%| | 11/264 [00:17<06:30,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   4%| | 11/264 [00:19<06:30,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   5%| | 12/264 [00:19<06:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   5%| | 12/264 [00:20<06:27,  1.54s/it, loss=0.890, mat=0.003, sens=1.270, deg=0.000
Ep 065/100 [S4:finetune]:   5%| | 13/264 [00:20<06:24,  1.53s/it, loss=0.890, mat=0.003, sens=1.270, deg=0.000
Ep 065/100 [S4:finetune]:   5%| | 13/264 [00:22<06:24,  1.53s/it, loss=0.935, mat=0.002, sens=1.333, deg=0.000
Ep 065/100 [S4:finetune]:   5%| | 14/264 [00:22<06:20,  1.52s/it, loss=0.935, mat=0.002, sens=1.333, deg=0.000
Ep 065/100 [S4:finetune]:   5%| | 14/264 [00:23<06:20,  1.52s/it, loss=0.914, mat=0.004, sens=1.304, deg=0.000
Ep 065/100 [S4:finetune]:   6%| | 15/264 [00:23<06:17,  1.52s/it, loss=0.914, mat=0.004, sens=1.304, deg=0.000
Ep 065/100 [S4:finetune]:   6%| | 15/264 [00:25<06:17,  1.52s/it, loss=0.922, mat=0.002, sens=1.312, deg=0.000
Ep 065/100 [S4:finetune]:   6%| | 16/264 [00:25<06:15,  1.51s/it, loss=0.922, mat=0.002, sens=1.312, deg=0.000
Ep 065/100 [S4:finetune]:   6%| | 16/264 [00:26<06:15,  1.51s/it, loss=0.870, mat=0.004, sens=1.240, deg=0.000
Ep 065/100 [S4:finetune]:   6%| | 17/264 [00:26<06:12,  1.51s/it, loss=0.870, mat=0.004, sens=1.240, deg=0.000
Ep 065/100 [S4:finetune]:   6%| | 17/264 [00:28<06:12,  1.51s/it, loss=1.002, mat=0.002, sens=1.429, deg=0.000
Ep 065/100 [S4:finetune]:   7%| | 18/264 [00:28<06:11,  1.51s/it, loss=1.002, mat=0.002, sens=1.429, deg=0.000
Ep 065/100 [S4:finetune]:   7%| | 18/264 [00:29<06:11,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   7%| | 19/264 [00:29<06:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   7%| | 19/264 [00:31<06:09,  1.51s/it, loss=0.840, mat=0.002, sens=1.196, deg=0.000
Ep 065/100 [S4:finetune]:   8%| | 20/264 [00:31<06:07,  1.51s/it, loss=0.840, mat=0.002, sens=1.196, deg=0.000
Ep 065/100 [S4:finetune]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   8%| | 21/264 [00:32<06:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   8%| | 21/264 [00:34<06:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   8%| | 22/264 [00:34<06:04,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   8%| | 22/264 [00:35<06:04,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   9%| | 23/264 [00:35<06:01,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   9%| | 23/264 [00:37<06:01,  1.50s/it, loss=0.832, mat=0.003, sens=1.184, deg=0.000
Ep 065/100 [S4:finetune]:   9%| | 24/264 [00:37<06:00,  1.50s/it, loss=0.832, mat=0.003, sens=1.184, deg=0.000
Ep 065/100 [S4:finetune]:   9%| | 24/264 [00:38<06:00,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   9%| | 25/264 [00:38<05:59,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:   9%| | 25/264 [00:40<05:59,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  10%| | 26/264 [00:40<06:03,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  10%| | 26/264 [00:41<06:03,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  10%| | 27/264 [00:41<06:00,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  10%| | 27/264 [00:43<06:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  11%| | 28/264 [00:43<05:57,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  11%| | 28/264 [00:44<05:57,  1.52s/it, loss=0.871, mat=0.003, sens=1.242, deg=0.000
Ep 065/100 [S4:finetune]:  11%| | 29/264 [00:44<05:55,  1.51s/it, loss=0.871, mat=0.003, sens=1.242, deg=0.000
Ep 065/100 [S4:finetune]:  11%| | 29/264 [00:46<05:55,  1.51s/it, loss=0.904, mat=0.003, sens=1.289, deg=0.000
Ep 065/100 [S4:finetune]:  11%| | 30/264 [00:46<05:52,  1.51s/it, loss=0.904, mat=0.003, sens=1.289, deg=0.000
Ep 065/100 [S4:finetune]:  11%| | 30/264 [00:47<05:52,  1.51s/it, loss=0.930, mat=0.003, sens=1.326, deg=0.000
Ep 065/100 [S4:finetune]:  12%| | 31/264 [00:47<05:51,  1.51s/it, loss=0.930, mat=0.003, sens=1.326, deg=0.000
Ep 065/100 [S4:finetune]:  12%| | 31/264 [00:49<05:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  12%| | 32/264 [00:49<05:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:48,  1.51s/it, loss=1.007, mat=0.004, sens=1.435, deg=0.000
Ep 065/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:46,  1.51s/it, loss=1.007, mat=0.004, sens=1.435, deg=0.000
Ep 065/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:44,  1.51s/it, loss=0.983, mat=0.004, sens=1.400, deg=0.000
Ep 065/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:43,  1.51s/it, loss=0.983, mat=0.004, sens=1.400, deg=0.000
Ep 065/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:47,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:47,  1.54s/it, loss=0.924, mat=0.002, sens=1.315, deg=0.000
Ep 065/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:43,  1.53s/it, loss=0.924, mat=0.002, sens=1.315, deg=0.000
Ep 065/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:43,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:41,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:41,  1.52s/it, loss=0.934, mat=0.004, sens=1.329, deg=0.000
Ep 065/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.934, mat=0.004, sens=1.329, deg=0.000
Ep 065/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.918, mat=0.004, sens=1.308, deg=0.000
Ep 065/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:33,  1.51s/it, loss=0.918, mat=0.004, sens=1.308, deg=0.000
Ep 065/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:33,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:31,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:30,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:30,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:28,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:28,  1.51s/it, loss=0.867, mat=0.003, sens=1.236, deg=0.000
Ep 065/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:27,  1.51s/it, loss=0.867, mat=0.003, sens=1.236, deg=0.000
Ep 065/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:27,  1.51s/it, loss=0.977, mat=0.004, sens=1.393, deg=0.000
Ep 065/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:25,  1.51s/it, loss=0.977, mat=0.004, sens=1.393, deg=0.000
Ep 065/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:25,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:24,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:24,  1.51s/it, loss=1.007, mat=0.003, sens=1.435, deg=0.000
Ep 065/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:22,  1.51s/it, loss=1.007, mat=0.003, sens=1.435, deg=0.000
Ep 065/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:22,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:21,  1.51s/it, loss=0.918, mat=0.004, sens=1.305, deg=0.000
Ep 065/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=0.918, mat=0.004, sens=1.305, deg=0.000
Ep 065/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.919, mat=0.003, sens=1.304, deg=0.000
Ep 065/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:18,  1.51s/it, loss=0.919, mat=0.003, sens=1.304, deg=0.000
Ep 065/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:18,  1.51s/it, loss=0.984, mat=0.004, sens=1.402, deg=0.000
Ep 065/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=0.984, mat=0.004, sens=1.402, deg=0.000
Ep 065/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:17,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:15,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:15,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:18,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:15,  1.52s/it, loss=0.947, mat=0.004, sens=1.349, deg=0.000
Ep 065/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.947, mat=0.004, sens=1.349, deg=0.000
Ep 065/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:12,  1.52s/it, loss=0.886, mat=0.003, sens=1.260, deg=0.000
Ep 065/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:10,  1.52s/it, loss=0.886, mat=0.003, sens=1.260, deg=0.000
Ep 065/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:10,  1.52s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:08,  1.51s/it, loss=0.946, mat=0.004, sens=1.342, deg=0.000
Ep 065/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:08,  1.52s/it, loss=0.946, mat=0.004, sens=1.342, deg=0.000
Ep 065/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:08,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:07,  1.52s/it, loss=0.978, mat=0.003, sens=1.388, deg=0.000
Ep 065/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:04,  1.52s/it, loss=0.978, mat=0.003, sens=1.388, deg=0.000
Ep 065/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:04,  1.52s/it, loss=0.835, mat=0.004, sens=1.187, deg=0.000
Ep 065/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:02,  1.51s/it, loss=0.835, mat=0.004, sens=1.187, deg=0.000
Ep 065/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:02,  1.51s/it, loss=0.936, mat=0.004, sens=1.332, deg=0.000
Ep 065/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:00,  1.51s/it, loss=0.936, mat=0.004, sens=1.332, deg=0.000
Ep 065/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  25%|▎| 66/264 [01:42<04:58,  1.51s/it, loss=0.927, mat=0.003, sens=1.321, deg=0.000
Ep 065/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:56,  1.50s/it, loss=0.927, mat=0.003, sens=1.321, deg=0.000
Ep 065/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:56,  1.50s/it, loss=0.897, mat=0.001, sens=1.280, deg=0.000
Ep 065/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:54,  1.51s/it, loss=0.897, mat=0.001, sens=1.280, deg=0.000
Ep 065/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:54,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:53,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:53,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:56,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:53,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:53,  1.52s/it, loss=0.818, mat=0.002, sens=1.163, deg=0.000
Ep 065/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:51,  1.52s/it, loss=0.818, mat=0.002, sens=1.163, deg=0.000
Ep 065/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:51,  1.52s/it, loss=0.995, mat=0.003, sens=1.418, deg=0.000
Ep 065/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:49,  1.52s/it, loss=0.995, mat=0.003, sens=1.418, deg=0.000
Ep 065/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:47,  1.51s/it, loss=0.882, mat=0.002, sens=1.257, deg=0.000
Ep 065/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:45,  1.51s/it, loss=0.882, mat=0.002, sens=1.257, deg=0.000
Ep 065/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:45,  1.51s/it, loss=0.852, mat=0.002, sens=1.216, deg=0.000
Ep 065/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:43,  1.51s/it, loss=0.852, mat=0.002, sens=1.216, deg=0.000
Ep 065/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:43,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:41,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:40,  1.51s/it, loss=0.944, mat=0.004, sens=1.346, deg=0.000
Ep 065/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:38,  1.51s/it, loss=0.944, mat=0.004, sens=1.346, deg=0.000
Ep 065/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:38,  1.51s/it, loss=0.970, mat=0.004, sens=1.383, deg=0.000
Ep 065/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:36,  1.51s/it, loss=0.970, mat=0.004, sens=1.383, deg=0.000
Ep 065/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:36,  1.51s/it, loss=0.855, mat=0.002, sens=1.218, deg=0.000
Ep 065/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:35,  1.51s/it, loss=0.855, mat=0.002, sens=1.218, deg=0.000
Ep 065/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:35,  1.51s/it, loss=0.975, mat=0.003, sens=1.390, deg=0.000
Ep 065/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:38,  1.53s/it, loss=0.975, mat=0.003, sens=1.390, deg=0.000
Ep 065/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:38,  1.53s/it, loss=0.903, mat=0.003, sens=1.287, deg=0.000
Ep 065/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.903, mat=0.003, sens=1.287, deg=0.000
Ep 065/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:35,  1.52s/it, loss=1.071, mat=0.003, sens=1.525, deg=0.000
Ep 065/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:33,  1.52s/it, loss=1.071, mat=0.003, sens=1.525, deg=0.000
Ep 065/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:32,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:32,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:30,  1.52s/it, loss=0.995, mat=0.004, sens=1.418, deg=0.000
Ep 065/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:28,  1.52s/it, loss=0.995, mat=0.004, sens=1.418, deg=0.000
Ep 065/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:24,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:24,  1.51s/it, loss=0.943, mat=0.003, sens=1.345, deg=0.000
Ep 065/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:22,  1.51s/it, loss=0.943, mat=0.003, sens=1.345, deg=0.000
Ep 065/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:22,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:20,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:20,  1.51s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:19,  1.51s/it, loss=0.008, mat=0.002, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:18,  1.51s/it, loss=0.906, mat=0.004, sens=1.292, deg=0.000
Ep 065/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:16,  1.51s/it, loss=0.906, mat=0.004, sens=1.292, deg=0.000
Ep 065/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:16,  1.51s/it, loss=0.870, mat=0.003, sens=1.241, deg=0.000
Ep 065/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:15,  1.51s/it, loss=0.870, mat=0.003, sens=1.241, deg=0.000
Ep 065/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:15,  1.51s/it, loss=0.879, mat=0.003, sens=1.249, deg=0.000
Ep 065/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:13,  1.51s/it, loss=0.879, mat=0.003, sens=1.249, deg=0.000
Ep 065/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=1.118, mat=0.005, sens=1.586, deg=0.000
Ep 065/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=1.118, mat=0.005, sens=1.586, deg=0.000
Ep 065/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:12,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:10,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:10,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:08,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 065/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:08,  1.51s/it, loss=0.874, mat=0.003, sens=1.245, deg=0.000
Ep 065/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:10,  1.53s/it, loss=0.874, mat=0.003, sens=1.245, deg=0.00
Ep 065/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:10,  1.53s/it, loss=1.044, mat=0.002, sens=1.489, deg=0.00
Ep 065/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:08,  1.52s/it, loss=1.044, mat=0.002, sens=1.489, deg=0.00
Ep 065/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:08,  1.52s/it, loss=0.868, mat=0.003, sens=1.233, deg=0.00
Ep 065/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:05,  1.52s/it, loss=0.868, mat=0.003, sens=1.233, deg=0.00
Ep 065/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:05,  1.52s/it, loss=0.784, mat=0.003, sens=1.113, deg=0.00
Ep 065/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:03,  1.51s/it, loss=0.784, mat=0.003, sens=1.113, deg=0.00
Ep 065/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:03,  1.51s/it, loss=1.029, mat=0.004, sens=1.459, deg=0.00
Ep 065/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:01,  1.51s/it, loss=1.029, mat=0.004, sens=1.459, deg=0.00
Ep 065/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:01,  1.51s/it, loss=0.897, mat=0.003, sens=1.271, deg=0.00
Ep 065/100 [S4:finetune]:  40%|▍| 105/264 [02:39<03:59,  1.51s/it, loss=0.897, mat=0.003, sens=1.271, deg=0.00
Ep 065/100 [S4:finetune]:  40%|▍| 105/264 [02:41<03:59,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:58,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:58,  1.51s/it, loss=1.036, mat=0.005, sens=1.460, deg=0.00
Ep 065/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:57,  1.51s/it, loss=1.036, mat=0.005, sens=1.460, deg=0.00
Ep 065/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:57,  1.51s/it, loss=0.058, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:55,  1.51s/it, loss=0.058, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:55,  1.51s/it, loss=0.969, mat=0.004, sens=1.380, deg=0.00
Ep 065/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:53,  1.51s/it, loss=0.969, mat=0.004, sens=1.380, deg=0.00
Ep 065/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:53,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:54,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:54,  1.52s/it, loss=0.885, mat=0.002, sens=1.255, deg=0.00
Ep 065/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:52,  1.52s/it, loss=0.885, mat=0.002, sens=1.255, deg=0.00
Ep 065/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:52,  1.52s/it, loss=0.922, mat=0.002, sens=1.314, deg=0.00
Ep 065/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:50,  1.52s/it, loss=0.922, mat=0.002, sens=1.314, deg=0.00
Ep 065/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:50,  1.52s/it, loss=1.029, mat=0.003, sens=1.465, deg=0.00
Ep 065/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:48,  1.51s/it, loss=1.029, mat=0.003, sens=1.465, deg=0.00
Ep 065/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.910, mat=0.003, sens=1.295, deg=0.00
Ep 065/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.910, mat=0.003, sens=1.295, deg=0.00
Ep 065/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.960, mat=0.003, sens=1.359, deg=0.00
Ep 065/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:48,  1.53s/it, loss=0.960, mat=0.003, sens=1.359, deg=0.00
Ep 065/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:45,  1.53s/it, loss=1.135, mat=0.004, sens=1.589, deg=0.00
Ep 065/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:43,  1.52s/it, loss=1.135, mat=0.004, sens=1.589, deg=0.00
Ep 065/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:43,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:41,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.910, mat=0.003, sens=1.295, deg=0.00
Ep 065/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:39,  1.51s/it, loss=0.910, mat=0.003, sens=1.295, deg=0.00
Ep 065/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:39,  1.51s/it, loss=0.924, mat=0.002, sens=1.313, deg=0.00
Ep 065/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:37,  1.51s/it, loss=0.924, mat=0.002, sens=1.313, deg=0.00
Ep 065/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:37,  1.51s/it, loss=0.875, mat=0.003, sens=1.245, deg=0.00
Ep 065/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:36,  1.51s/it, loss=0.875, mat=0.003, sens=1.245, deg=0.00
Ep 065/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.937, mat=0.003, sens=1.334, deg=0.00
Ep 065/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:34,  1.51s/it, loss=0.937, mat=0.003, sens=1.334, deg=0.00
Ep 065/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:34,  1.51s/it, loss=0.943, mat=0.004, sens=1.340, deg=0.00
Ep 065/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:33,  1.51s/it, loss=0.943, mat=0.004, sens=1.340, deg=0.00
Ep 065/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:31,  1.51s/it, loss=0.847, mat=0.003, sens=1.204, deg=0.00
Ep 065/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:29,  1.51s/it, loss=0.847, mat=0.003, sens=1.204, deg=0.00
Ep 065/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:29,  1.51s/it, loss=0.927, mat=0.002, sens=1.317, deg=0.00
Ep 065/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=0.927, mat=0.002, sens=1.317, deg=0.00
Ep 065/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:28,  1.51s/it, loss=0.030, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:29,  1.53s/it, loss=0.030, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:29,  1.53s/it, loss=0.990, mat=0.002, sens=1.394, deg=0.00
Ep 065/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:27,  1.52s/it, loss=0.990, mat=0.002, sens=1.394, deg=0.00
Ep 065/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:24,  1.52s/it, loss=0.903, mat=0.003, sens=1.288, deg=0.00
Ep 065/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:22,  1.51s/it, loss=0.903, mat=0.003, sens=1.288, deg=0.00
Ep 065/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:22,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:20,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.51s/it, loss=0.855, mat=0.003, sens=1.185, deg=0.00
Ep 065/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:19,  1.51s/it, loss=0.855, mat=0.003, sens=1.185, deg=0.00
Ep 065/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:17,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:17,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:17,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:17,  1.52s/it, loss=0.826, mat=0.003, sens=1.176, deg=0.00
Ep 065/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:15,  1.52s/it, loss=0.826, mat=0.003, sens=1.176, deg=0.00
Ep 065/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:11,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:11,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:08,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:08,  1.51s/it, loss=0.809, mat=0.003, sens=1.154, deg=0.00
Ep 065/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:06,  1.51s/it, loss=0.809, mat=0.003, sens=1.154, deg=0.00
Ep 065/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:06,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.832, mat=0.003, sens=1.185, deg=0.00
Ep 065/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:03,  1.51s/it, loss=0.832, mat=0.003, sens=1.185, deg=0.00
Ep 065/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:03,  1.51s/it, loss=0.843, mat=0.003, sens=1.200, deg=0.00
Ep 065/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.843, mat=0.003, sens=1.200, deg=0.00
Ep 065/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.871, mat=0.002, sens=1.241, deg=0.00
Ep 065/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:01,  1.51s/it, loss=0.871, mat=0.002, sens=1.241, deg=0.00
Ep 065/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.51s/it, loss=0.816, mat=0.004, sens=1.159, deg=0.00
Ep 065/100 [S4:finetune]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.816, mat=0.004, sens=1.159, deg=0.00
Ep 065/100 [S4:finetune]:  55%|▌| 145/264 [03:41<02:59,  1.51s/it, loss=0.958, mat=0.003, sens=1.367, deg=0.00
Ep 065/100 [S4:finetune]:  55%|▌| 146/264 [03:41<03:00,  1.53s/it, loss=0.958, mat=0.003, sens=1.367, deg=0.00
Ep 065/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:00,  1.53s/it, loss=0.807, mat=0.002, sens=1.146, deg=0.00
Ep 065/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:58,  1.53s/it, loss=0.807, mat=0.002, sens=1.146, deg=0.00
Ep 065/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:58,  1.53s/it, loss=0.845, mat=0.004, sens=1.203, deg=0.00
Ep 065/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:56,  1.52s/it, loss=0.845, mat=0.004, sens=1.203, deg=0.00
Ep 065/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.839, mat=0.003, sens=1.194, deg=0.00
Ep 065/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:54,  1.52s/it, loss=0.839, mat=0.003, sens=1.194, deg=0.00
Ep 065/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.855, mat=0.004, sens=1.219, deg=0.00
Ep 065/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:52,  1.51s/it, loss=0.855, mat=0.004, sens=1.219, deg=0.00
Ep 065/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:52,  1.51s/it, loss=0.950, mat=0.003, sens=1.345, deg=0.00
Ep 065/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:50,  1.51s/it, loss=0.950, mat=0.003, sens=1.345, deg=0.00
Ep 065/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:50,  1.51s/it, loss=0.878, mat=0.005, sens=1.248, deg=0.00
Ep 065/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:48,  1.51s/it, loss=0.878, mat=0.005, sens=1.248, deg=0.00
Ep 065/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:48,  1.51s/it, loss=0.023, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:47,  1.51s/it, loss=0.023, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:45,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:45,  1.50s/it, loss=0.769, mat=0.003, sens=1.096, deg=0.00
Ep 065/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:44,  1.51s/it, loss=0.769, mat=0.003, sens=1.096, deg=0.00
Ep 065/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:42,  1.50s/it, loss=0.774, mat=0.003, sens=1.100, deg=0.00
Ep 065/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:40,  1.50s/it, loss=0.774, mat=0.003, sens=1.100, deg=0.00
Ep 065/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:40,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:40,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=1.018, mat=0.004, sens=1.450, deg=0.00
Ep 065/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:39,  1.53s/it, loss=1.018, mat=0.004, sens=1.450, deg=0.00
Ep 065/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:39,  1.53s/it, loss=0.906, mat=0.005, sens=1.290, deg=0.00
Ep 065/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:37,  1.53s/it, loss=0.906, mat=0.005, sens=1.290, deg=0.00
Ep 065/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:37,  1.53s/it, loss=0.745, mat=0.003, sens=1.057, deg=0.00
Ep 065/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:34,  1.52s/it, loss=0.745, mat=0.003, sens=1.057, deg=0.00
Ep 065/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:34,  1.52s/it, loss=0.899, mat=0.003, sens=1.280, deg=0.00
Ep 065/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:33,  1.52s/it, loss=0.899, mat=0.003, sens=1.280, deg=0.00
Ep 065/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:33,  1.52s/it, loss=0.759, mat=0.003, sens=1.080, deg=0.00
Ep 065/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:31,  1.51s/it, loss=0.759, mat=0.003, sens=1.080, deg=0.00
Ep 065/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:31,  1.51s/it, loss=0.774, mat=0.003, sens=1.103, deg=0.00
Ep 065/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.774, mat=0.003, sens=1.103, deg=0.00
Ep 065/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:27,  1.51s/it, loss=0.754, mat=0.003, sens=1.074, deg=0.00
Ep 065/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:26,  1.51s/it, loss=0.754, mat=0.003, sens=1.074, deg=0.00
Ep 065/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:24,  1.51s/it, loss=0.780, mat=0.003, sens=1.112, deg=0.00
Ep 065/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:23,  1.51s/it, loss=0.780, mat=0.003, sens=1.112, deg=0.00
Ep 065/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.891, mat=0.002, sens=1.270, deg=0.00
Ep 065/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:21,  1.51s/it, loss=0.891, mat=0.002, sens=1.270, deg=0.00
Ep 065/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:21,  1.51s/it, loss=0.887, mat=0.002, sens=1.265, deg=0.00
Ep 065/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:19,  1.50s/it, loss=0.887, mat=0.002, sens=1.265, deg=0.00
Ep 065/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:19,  1.50s/it, loss=0.894, mat=0.003, sens=1.275, deg=0.00
Ep 065/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:20,  1.53s/it, loss=0.894, mat=0.003, sens=1.275, deg=0.00
Ep 065/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:20,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:18,  1.52s/it, loss=0.926, mat=0.004, sens=1.320, deg=0.00
Ep 065/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:16,  1.52s/it, loss=0.926, mat=0.004, sens=1.320, deg=0.00
Ep 065/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:16,  1.52s/it, loss=0.863, mat=0.003, sens=1.226, deg=0.00
Ep 065/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=0.863, mat=0.003, sens=1.226, deg=0.00
Ep 065/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:11,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.51s/it, loss=0.910, mat=0.002, sens=1.298, deg=0.00
Ep 065/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:09,  1.51s/it, loss=0.910, mat=0.002, sens=1.298, deg=0.00
Ep 065/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:09,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:08,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.51s/it, loss=0.901, mat=0.003, sens=1.285, deg=0.00
Ep 065/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:06,  1.51s/it, loss=0.901, mat=0.003, sens=1.285, deg=0.00
Ep 065/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:06,  1.51s/it, loss=0.976, mat=0.004, sens=1.390, deg=0.00
Ep 065/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.976, mat=0.004, sens=1.390, deg=0.00
Ep 065/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=1.007, mat=0.003, sens=1.435, deg=0.00
Ep 065/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:03,  1.51s/it, loss=1.007, mat=0.003, sens=1.435, deg=0.00
Ep 065/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:03,  1.51s/it, loss=1.007, mat=0.002, sens=1.431, deg=0.00
Ep 065/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:03,  1.52s/it, loss=1.007, mat=0.002, sens=1.431, deg=0.00
Ep 065/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:03,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:01,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:58,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=1.063, mat=0.003, sens=1.515, deg=0.00
Ep 065/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=1.063, mat=0.003, sens=1.515, deg=0.00
Ep 065/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=1.008, mat=0.003, sens=1.437, deg=0.00
Ep 065/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=1.008, mat=0.003, sens=1.437, deg=0.00
Ep 065/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.956, mat=0.003, sens=1.361, deg=0.00
Ep 065/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.51s/it, loss=0.956, mat=0.003, sens=1.361, deg=0.00
Ep 065/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:53,  1.51s/it, loss=0.993, mat=0.004, sens=1.416, deg=0.00
Ep 065/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:53,  1.53s/it, loss=0.993, mat=0.004, sens=1.416, deg=0.00
Ep 065/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:53,  1.53s/it, loss=0.979, mat=0.002, sens=1.396, deg=0.00
Ep 065/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:51,  1.53s/it, loss=0.979, mat=0.002, sens=1.396, deg=0.00
Ep 065/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.53s/it, loss=1.128, mat=0.004, sens=1.606, deg=0.00
Ep 065/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:49,  1.52s/it, loss=1.128, mat=0.004, sens=1.606, deg=0.00
Ep 065/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=1.178, mat=0.003, sens=1.679, deg=0.00
Ep 065/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.52s/it, loss=1.178, mat=0.003, sens=1.679, deg=0.00
Ep 065/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:46,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:46,  1.52s/it, loss=1.231, mat=0.004, sens=1.754, deg=0.00
Ep 065/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:44,  1.51s/it, loss=1.231, mat=0.004, sens=1.754, deg=0.00
Ep 065/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:42,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:41,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.51s/it, loss=1.309, mat=0.002, sens=1.865, deg=0.00
Ep 065/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=1.309, mat=0.002, sens=1.865, deg=0.00
Ep 065/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=1.316, mat=0.003, sens=1.875, deg=0.00
Ep 065/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:38,  1.51s/it, loss=1.316, mat=0.003, sens=1.875, deg=0.00
Ep 065/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:34,  1.51s/it, loss=1.166, mat=0.003, sens=1.629, deg=0.00
Ep 065/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.51s/it, loss=1.166, mat=0.003, sens=1.629, deg=0.00
Ep 065/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:31,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:31,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.965, mat=0.003, sens=1.375, deg=0.00
Ep 065/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:30,  1.53s/it, loss=0.965, mat=0.003, sens=1.375, deg=0.00
Ep 065/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:30,  1.53s/it, loss=1.364, mat=0.003, sens=1.943, deg=0.00
Ep 065/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:28,  1.52s/it, loss=1.364, mat=0.003, sens=1.943, deg=0.00
Ep 065/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.52s/it, loss=1.227, mat=0.003, sens=1.736, deg=0.00
Ep 065/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:27,  1.53s/it, loss=1.227, mat=0.003, sens=1.736, deg=0.00
Ep 065/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:27,  1.53s/it, loss=0.013, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:25,  1.52s/it, loss=0.013, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:23,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:21,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:21,  1.51s/it, loss=0.967, mat=0.003, sens=1.376, deg=0.00
Ep 065/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:20,  1.51s/it, loss=0.967, mat=0.003, sens=1.376, deg=0.00
Ep 065/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.51s/it, loss=1.106, mat=0.002, sens=1.576, deg=0.00
Ep 065/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.51s/it, loss=1.106, mat=0.002, sens=1.576, deg=0.00
Ep 065/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.51s/it, loss=1.245, mat=0.004, sens=1.769, deg=0.00
Ep 065/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:16,  1.51s/it, loss=1.245, mat=0.004, sens=1.769, deg=0.00
Ep 065/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:16,  1.51s/it, loss=1.191, mat=0.005, sens=1.696, deg=0.00
Ep 065/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:15,  1.51s/it, loss=1.191, mat=0.005, sens=1.696, deg=0.00
Ep 065/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:13,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:13,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:11,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:10,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:10,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:08,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:08,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.942, mat=0.002, sens=1.341, deg=0.00
Ep 065/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:04,  1.51s/it, loss=0.942, mat=0.002, sens=1.341, deg=0.00
Ep 065/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.51s/it, loss=1.029, mat=0.003, sens=1.467, deg=0.00
Ep 065/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:01,  1.51s/it, loss=1.029, mat=0.003, sens=1.467, deg=0.00
Ep 065/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:01,  1.51s/it, loss=0.956, mat=0.004, sens=1.359, deg=0.00
Ep 065/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:00,  1.51s/it, loss=0.956, mat=0.004, sens=1.359, deg=0.00
Ep 065/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:00,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:58,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:58,  1.51s/it, loss=0.913, mat=0.002, sens=1.299, deg=0.00
Ep 065/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.51s/it, loss=0.913, mat=0.002, sens=1.299, deg=0.00
Ep 065/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.51s/it, loss=0.921, mat=0.002, sens=1.314, deg=0.00
Ep 065/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:55,  1.51s/it, loss=0.921, mat=0.002, sens=1.314, deg=0.00
Ep 065/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.933, mat=0.004, sens=1.330, deg=0.00
Ep 065/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.51s/it, loss=0.933, mat=0.004, sens=1.330, deg=0.00
Ep 065/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:52,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=1.009, mat=0.003, sens=1.438, deg=0.00
Ep 065/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.50s/it, loss=1.009, mat=0.003, sens=1.438, deg=0.00
Ep 065/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.50s/it, loss=0.922, mat=0.004, sens=1.243, deg=0.00
Ep 065/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:49,  1.50s/it, loss=0.922, mat=0.004, sens=1.243, deg=0.00
Ep 065/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.50s/it, loss=2.677, mat=0.003, sens=1.219, deg=0.00
Ep 065/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=2.677, mat=0.003, sens=1.219, deg=0.00
Ep 065/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=1.921, mat=0.002, sens=1.150, deg=0.00
Ep 065/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.51s/it, loss=1.921, mat=0.002, sens=1.150, deg=0.00
Ep 065/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.51s/it, loss=0.487, mat=0.005, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:43,  1.51s/it, loss=0.487, mat=0.005, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.939, mat=0.003, sens=1.322, deg=0.00
Ep 065/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:42,  1.53s/it, loss=0.939, mat=0.003, sens=1.322, deg=0.00
Ep 065/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.53s/it, loss=1.460, mat=0.003, sens=1.462, deg=0.00
Ep 065/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:41,  1.52s/it, loss=1.460, mat=0.003, sens=1.462, deg=0.00
Ep 065/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.950, mat=0.003, sens=1.335, deg=0.00
Ep 065/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.51s/it, loss=0.950, mat=0.003, sens=1.335, deg=0.00
Ep 065/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.51s/it, loss=0.886, mat=0.004, sens=1.232, deg=0.00
Ep 065/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:34,  1.51s/it, loss=0.886, mat=0.004, sens=1.232, deg=0.00
Ep 065/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.022, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.51s/it, loss=0.022, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.51s/it, loss=0.907, mat=0.002, sens=1.284, deg=0.00
Ep 065/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.51s/it, loss=0.907, mat=0.002, sens=1.284, deg=0.00
Ep 065/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.837, mat=0.003, sens=1.192, deg=0.00
Ep 065/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.837, mat=0.003, sens=1.192, deg=0.00
Ep 065/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.914, mat=0.002, sens=1.301, deg=0.00
Ep 065/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.50s/it, loss=0.914, mat=0.002, sens=1.301, deg=0.00
Ep 065/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.50s/it, loss=0.725, mat=0.004, sens=1.025, deg=0.00
Ep 065/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.50s/it, loss=0.725, mat=0.004, sens=1.025, deg=0.00
Ep 065/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.50s/it, loss=0.887, mat=0.002, sens=1.263, deg=0.00
Ep 065/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.50s/it, loss=0.887, mat=0.002, sens=1.263, deg=0.00
Ep 065/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.50s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.53s/it, loss=1.154, mat=0.003, sens=1.642, deg=0.00
Ep 065/100 [S4:finetune]:  95%|▉| 251/264 [06:20<00:19,  1.52s/it, loss=1.154, mat=0.003, sens=1.642, deg=0.00
Ep 065/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.52s/it, loss=0.951, mat=0.003, sens=1.354, deg=0.00
Ep 065/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.51s/it, loss=0.951, mat=0.003, sens=1.354, deg=0.00
Ep 065/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.804, mat=0.004, sens=1.143, deg=0.00
Ep 065/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.51s/it, loss=0.804, mat=0.004, sens=1.143, deg=0.00
Ep 065/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.907, mat=0.004, sens=1.292, deg=0.00
Ep 065/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.52s/it, loss=0.907, mat=0.004, sens=1.292, deg=0.00
Ep 065/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.991, mat=0.003, sens=1.410, deg=0.00
Ep 065/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.52s/it, loss=0.991, mat=0.003, sens=1.410, deg=0.00
Ep 065/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.908, mat=0.003, sens=1.292, deg=0.00
Ep 065/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.52s/it, loss=0.908, mat=0.003, sens=1.292, deg=0.00
Ep 065/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=1.203, mat=0.003, sens=1.715, deg=0.00
Ep 065/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.51s/it, loss=1.203, mat=0.003, sens=1.715, deg=0.00
Ep 065/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.51s/it, loss=1.042, mat=0.004, sens=1.483, deg=0.00
Ep 065/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:06,  1.51s/it, loss=1.042, mat=0.004, sens=1.483, deg=0.00
Ep 065/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 065/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.53s/it, loss=0.944, mat=0.004, sens=1.342, deg=0.00
Ep 065/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.52s/it, loss=0.944, mat=0.004, sens=1.342, deg=0.00
Ep 065/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.52s/it, loss=1.038, mat=0.004, sens=1.476, deg=0.00
Ep 065/100 [S4:finetune]: 100%|█| 264/264 [06:40<00:00,  1.52s/it, loss=1.038, mat=0.004, sens=1.476, deg=0.00
                                                                                                              
Epoch 065/100 [S4:finetune]  loss=0.5696  mat=0.0032  sens=0.7864  deg=0.0002  orth=0.0182  α=0.3 β=0.7 γ=0.2  400s

Ep 066/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 066/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.993, mat=0.004, sens=1.408, deg=0.000]
Ep 066/100 [S4:finetune]:   0%| | 1/264 [00:02<09:09,  2.09s/it, loss=0.993, mat=0.004, sens=1.408, deg=0.000]
Ep 066/100 [S4:finetune]:   0%| | 1/264 [00:03<09:09,  2.09s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   1%| | 2/264 [00:03<07:36,  1.74s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   1%| | 2/264 [00:05<07:36,  1.74s/it, loss=0.018, mat=0.003, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   1%| | 3/264 [00:05<07:05,  1.63s/it, loss=0.018, mat=0.003, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   1%| | 3/264 [00:06<07:05,  1.63s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   2%| | 4/264 [00:06<06:50,  1.58s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   2%| | 4/264 [00:08<06:50,  1.58s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   2%| | 5/264 [00:08<06:40,  1.55s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   2%| | 5/264 [00:09<06:40,  1.55s/it, loss=1.167, mat=0.004, sens=1.657, deg=0.001]
Ep 066/100 [S4:finetune]:   2%| | 6/264 [00:09<06:35,  1.53s/it, loss=1.167, mat=0.004, sens=1.657, deg=0.001]
Ep 066/100 [S4:finetune]:   2%| | 6/264 [00:11<06:35,  1.53s/it, loss=1.044, mat=0.005, sens=1.485, deg=0.000]
Ep 066/100 [S4:finetune]:   3%| | 7/264 [00:11<06:31,  1.52s/it, loss=1.044, mat=0.005, sens=1.485, deg=0.000]
Ep 066/100 [S4:finetune]:   3%| | 7/264 [00:12<06:31,  1.52s/it, loss=0.034, mat=0.003, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   3%| | 8/264 [00:12<06:28,  1.52s/it, loss=0.034, mat=0.003, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   3%| | 8/264 [00:14<06:28,  1.52s/it, loss=1.139, mat=0.004, sens=1.618, deg=0.001]
Ep 066/100 [S4:finetune]:   3%| | 9/264 [00:14<06:25,  1.51s/it, loss=1.139, mat=0.004, sens=1.618, deg=0.001]
Ep 066/100 [S4:finetune]:   3%| | 9/264 [00:15<06:25,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 066/100 [S4:finetune]:   4%| | 10/264 [00:15<06:31,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:   4%| | 10/264 [00:17<06:31,  1.54s/it, loss=0.969, mat=0.002, sens=1.379, deg=0.000
Ep 066/100 [S4:finetune]:   4%| | 11/264 [00:17<06:27,  1.53s/it, loss=0.969, mat=0.002, sens=1.379, deg=0.000
Ep 066/100 [S4:finetune]:   4%| | 11/264 [00:18<06:27,  1.53s/it, loss=0.833, mat=0.003, sens=1.187, deg=0.000
Ep 066/100 [S4:finetune]:   5%| | 12/264 [00:18<06:23,  1.52s/it, loss=0.833, mat=0.003, sens=1.187, deg=0.000
Ep 066/100 [S4:finetune]:   5%| | 12/264 [00:20<06:23,  1.52s/it, loss=0.986, mat=0.002, sens=1.401, deg=0.000
Ep 066/100 [S4:finetune]:   5%| | 13/264 [00:20<06:19,  1.51s/it, loss=0.986, mat=0.002, sens=1.401, deg=0.000
Ep 066/100 [S4:finetune]:   5%| | 13/264 [00:21<06:19,  1.51s/it, loss=1.029, mat=0.004, sens=1.466, deg=0.000
Ep 066/100 [S4:finetune]:   5%| | 14/264 [00:21<06:18,  1.51s/it, loss=1.029, mat=0.004, sens=1.466, deg=0.000
Ep 066/100 [S4:finetune]:   5%| | 14/264 [00:23<06:18,  1.51s/it, loss=0.801, mat=0.002, sens=1.137, deg=0.000
Ep 066/100 [S4:finetune]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.801, mat=0.002, sens=1.137, deg=0.000
Ep 066/100 [S4:finetune]:   6%| | 15/264 [00:24<06:16,  1.51s/it, loss=0.927, mat=0.002, sens=1.321, deg=0.000
Ep 066/100 [S4:finetune]:   6%| | 16/264 [00:24<06:17,  1.52s/it, loss=0.927, mat=0.002, sens=1.321, deg=0.000
Ep 066/100 [S4:finetune]:   6%| | 16/264 [00:26<06:17,  1.52s/it, loss=1.061, mat=0.004, sens=1.500, deg=0.000
Ep 066/100 [S4:finetune]:   6%| | 17/264 [00:26<06:14,  1.52s/it, loss=1.061, mat=0.004, sens=1.500, deg=0.000
Ep 066/100 [S4:finetune]:   6%| | 17/264 [00:27<06:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:   7%| | 18/264 [00:27<06:11,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:   7%| | 18/264 [00:29<06:11,  1.51s/it, loss=0.890, mat=0.003, sens=1.267, deg=0.000
Ep 066/100 [S4:finetune]:   7%| | 19/264 [00:29<06:09,  1.51s/it, loss=0.890, mat=0.003, sens=1.267, deg=0.000
Ep 066/100 [S4:finetune]:   7%| | 19/264 [00:30<06:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 066/100 [S4:finetune]:   8%| | 20/264 [00:30<06:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 066/100 [S4:finetune]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=1.037, mat=0.003, sens=1.472, deg=0.000
Ep 066/100 [S4:finetune]:   8%| | 21/264 [00:32<06:05,  1.50s/it, loss=1.037, mat=0.003, sens=1.472, deg=0.000
Ep 066/100 [S4:finetune]:   8%| | 21/264 [00:33<06:05,  1.50s/it, loss=0.941, mat=0.003, sens=1.339, deg=0.000
Ep 066/100 [S4:finetune]:   8%| | 22/264 [00:33<06:03,  1.50s/it, loss=0.941, mat=0.003, sens=1.339, deg=0.000
Ep 066/100 [S4:finetune]:   8%| | 22/264 [00:35<06:03,  1.50s/it, loss=1.120, mat=0.003, sens=1.571, deg=0.000
Ep 066/100 [S4:finetune]:   9%| | 23/264 [00:35<06:02,  1.50s/it, loss=1.120, mat=0.003, sens=1.571, deg=0.000
Ep 066/100 [S4:finetune]:   9%| | 23/264 [00:36<06:02,  1.50s/it, loss=1.059, mat=0.003, sens=1.509, deg=0.001
Ep 066/100 [S4:finetune]:   9%| | 24/264 [00:36<06:00,  1.50s/it, loss=1.059, mat=0.003, sens=1.509, deg=0.001
Ep 066/100 [S4:finetune]:   9%| | 24/264 [00:38<06:00,  1.50s/it, loss=0.970, mat=0.002, sens=1.384, deg=0.000
Ep 066/100 [S4:finetune]:   9%| | 25/264 [00:38<05:59,  1.50s/it, loss=0.970, mat=0.002, sens=1.384, deg=0.000
Ep 066/100 [S4:finetune]:   9%| | 25/264 [00:39<05:59,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  10%| | 26/264 [00:39<05:57,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  10%| | 26/264 [00:41<05:57,  1.50s/it, loss=0.972, mat=0.003, sens=1.384, deg=0.000
Ep 066/100 [S4:finetune]:  10%| | 27/264 [00:41<05:56,  1.50s/it, loss=0.972, mat=0.003, sens=1.384, deg=0.000
Ep 066/100 [S4:finetune]:  10%| | 27/264 [00:42<05:56,  1.50s/it, loss=1.088, mat=0.003, sens=1.540, deg=0.000
Ep 066/100 [S4:finetune]:  11%| | 28/264 [00:42<05:54,  1.50s/it, loss=1.088, mat=0.003, sens=1.540, deg=0.000
Ep 066/100 [S4:finetune]:  11%| | 28/264 [00:44<05:54,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  11%| | 29/264 [00:44<05:58,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  11%| | 29/264 [00:45<05:58,  1.52s/it, loss=1.041, mat=0.003, sens=1.483, deg=0.000
Ep 066/100 [S4:finetune]:  11%| | 30/264 [00:45<05:54,  1.52s/it, loss=1.041, mat=0.003, sens=1.483, deg=0.000
Ep 066/100 [S4:finetune]:  11%| | 30/264 [00:47<05:54,  1.52s/it, loss=1.346, mat=0.003, sens=1.920, deg=0.001
Ep 066/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=1.346, mat=0.003, sens=1.920, deg=0.001
Ep 066/100 [S4:finetune]:  12%| | 31/264 [00:48<05:52,  1.51s/it, loss=1.247, mat=0.003, sens=1.774, deg=0.000
Ep 066/100 [S4:finetune]:  12%| | 32/264 [00:48<05:49,  1.51s/it, loss=1.247, mat=0.003, sens=1.774, deg=0.000
Ep 066/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=1.038, mat=0.004, sens=1.479, deg=0.000
Ep 066/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:47,  1.51s/it, loss=1.038, mat=0.004, sens=1.479, deg=0.000
Ep 066/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:47,  1.51s/it, loss=1.240, mat=0.002, sens=1.731, deg=0.000
Ep 066/100 [S4:finetune]:  13%|▏| 34/264 [00:51<05:46,  1.51s/it, loss=1.240, mat=0.002, sens=1.731, deg=0.000
Ep 066/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:44,  1.51s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  14%|▏| 36/264 [00:54<05:42,  1.50s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:42,  1.50s/it, loss=1.162, mat=0.003, sens=1.657, deg=0.000
Ep 066/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:41,  1.50s/it, loss=1.162, mat=0.003, sens=1.657, deg=0.000
Ep 066/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:41,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  14%|▏| 38/264 [00:57<05:39,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:39,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:37,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:37,  1.50s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  15%|▏| 40/264 [01:00<05:38,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:38,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:37,  1.51s/it, loss=1.383, mat=0.003, sens=1.973, deg=0.000
Ep 066/100 [S4:finetune]:  16%|▏| 42/264 [01:03<05:35,  1.51s/it, loss=1.383, mat=0.003, sens=1.973, deg=0.000
Ep 066/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=1.280, mat=0.003, sens=1.826, deg=0.003
Ep 066/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:39,  1.53s/it, loss=1.280, mat=0.003, sens=1.826, deg=0.003
Ep 066/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:39,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:35,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:33,  1.52s/it, loss=1.249, mat=0.004, sens=1.782, deg=0.000
Ep 066/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.52s/it, loss=1.249, mat=0.004, sens=1.782, deg=0.000
Ep 066/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:30,  1.52s/it, loss=1.280, mat=0.003, sens=1.825, deg=0.000
Ep 066/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:28,  1.51s/it, loss=1.280, mat=0.003, sens=1.825, deg=0.000
Ep 066/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=1.367, mat=0.003, sens=1.949, deg=0.000
Ep 066/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:24,  1.51s/it, loss=1.367, mat=0.003, sens=1.949, deg=0.000
Ep 066/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:24,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:22,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:22,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:21,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:21,  1.51s/it, loss=1.320, mat=0.003, sens=1.883, deg=0.000
Ep 066/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=1.320, mat=0.003, sens=1.883, deg=0.000
Ep 066/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:17,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:17,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:16,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:16,  1.51s/it, loss=1.285, mat=0.002, sens=1.833, deg=0.000
Ep 066/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:19,  1.53s/it, loss=1.285, mat=0.002, sens=1.833, deg=0.000
Ep 066/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:16,  1.52s/it, loss=1.428, mat=0.003, sens=2.036, deg=0.002
Ep 066/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:13,  1.52s/it, loss=1.428, mat=0.003, sens=2.036, deg=0.002
Ep 066/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:11,  1.51s/it, loss=1.430, mat=0.003, sens=2.040, deg=0.000
Ep 066/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:09,  1.51s/it, loss=1.430, mat=0.003, sens=2.040, deg=0.000
Ep 066/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:09,  1.51s/it, loss=1.466, mat=0.005, sens=2.087, deg=0.000
Ep 066/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=1.466, mat=0.005, sens=2.087, deg=0.000
Ep 066/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:04,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:02,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 066/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 066/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  25%|▏| 65/264 [01:38<05:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:00,  1.51s/it, loss=1.445, mat=0.003, sens=2.062, deg=0.000
Ep 066/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=1.445, mat=0.003, sens=2.062, deg=0.000
Ep 066/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:58,  1.51s/it, loss=1.259, mat=0.003, sens=1.797, deg=0.001
Ep 066/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=1.259, mat=0.003, sens=1.797, deg=0.001
Ep 066/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:55,  1.51s/it, loss=1.256, mat=0.004, sens=1.783, deg=0.014
Ep 066/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:53,  1.51s/it, loss=1.256, mat=0.004, sens=1.783, deg=0.014
Ep 066/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:53,  1.51s/it, loss=1.331, mat=0.003, sens=1.899, deg=0.000
Ep 066/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=1.331, mat=0.003, sens=1.899, deg=0.000
Ep 066/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:52,  1.51s/it, loss=1.277, mat=0.003, sens=1.823, deg=0.000
Ep 066/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:50,  1.51s/it, loss=1.277, mat=0.003, sens=1.823, deg=0.000
Ep 066/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:50,  1.51s/it, loss=1.266, mat=0.004, sens=1.800, deg=0.000
Ep 066/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:49,  1.51s/it, loss=1.266, mat=0.004, sens=1.800, deg=0.000
Ep 066/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:49,  1.51s/it, loss=1.050, mat=0.002, sens=1.499, deg=0.000
Ep 066/100 [S4:finetune]:  28%|▎| 73/264 [01:50<04:52,  1.53s/it, loss=1.050, mat=0.002, sens=1.499, deg=0.000
Ep 066/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:52,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:49,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:49,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  28%|▎| 75/264 [01:53<04:46,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:46,  1.52s/it, loss=1.248, mat=0.003, sens=1.782, deg=0.000
Ep 066/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:44,  1.51s/it, loss=1.248, mat=0.003, sens=1.782, deg=0.000
Ep 066/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:44,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  29%|▎| 77/264 [01:56<04:42,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  30%|▎| 79/264 [01:59<04:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:39,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:37,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  31%|▎| 81/264 [02:02<04:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:35,  1.51s/it, loss=1.000, mat=0.003, sens=1.427, deg=0.000
Ep 066/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:34,  1.51s/it, loss=1.000, mat=0.003, sens=1.427, deg=0.000
Ep 066/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:34,  1.51s/it, loss=0.985, mat=0.003, sens=1.404, deg=0.000
Ep 066/100 [S4:finetune]:  31%|▎| 83/264 [02:05<04:33,  1.51s/it, loss=0.985, mat=0.003, sens=1.404, deg=0.000
Ep 066/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:33,  1.51s/it, loss=1.006, mat=0.003, sens=1.435, deg=0.000
Ep 066/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:31,  1.51s/it, loss=1.006, mat=0.003, sens=1.435, deg=0.000
Ep 066/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  32%|▎| 85/264 [02:08<04:30,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=1.016, mat=0.003, sens=1.448, deg=0.000
Ep 066/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=1.016, mat=0.003, sens=1.448, deg=0.000
Ep 066/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  33%|▎| 87/264 [02:11<04:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:29,  1.53s/it, loss=1.090, mat=0.003, sens=1.546, deg=0.000
Ep 066/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:28,  1.53s/it, loss=1.090, mat=0.003, sens=1.546, deg=0.000
Ep 066/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:28,  1.53s/it, loss=1.089, mat=0.004, sens=1.540, deg=0.000
Ep 066/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:26,  1.53s/it, loss=1.089, mat=0.004, sens=1.540, deg=0.000
Ep 066/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:26,  1.53s/it, loss=0.932, mat=0.004, sens=1.329, deg=0.000
Ep 066/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:23,  1.52s/it, loss=0.932, mat=0.004, sens=1.329, deg=0.000
Ep 066/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.926, mat=0.004, sens=1.320, deg=0.000
Ep 066/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:21,  1.52s/it, loss=0.926, mat=0.004, sens=1.320, deg=0.000
Ep 066/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=1.050, mat=0.003, sens=1.499, deg=0.000
Ep 066/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:19,  1.52s/it, loss=1.050, mat=0.003, sens=1.499, deg=0.000
Ep 066/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.940, mat=0.003, sens=1.341, deg=0.000
Ep 066/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:17,  1.52s/it, loss=0.940, mat=0.003, sens=1.341, deg=0.000
Ep 066/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:17,  1.52s/it, loss=0.989, mat=0.004, sens=1.409, deg=0.000
Ep 066/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:16,  1.52s/it, loss=0.989, mat=0.004, sens=1.409, deg=0.000
Ep 066/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:16,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:14,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:14,  1.51s/it, loss=0.957, mat=0.003, sens=1.365, deg=0.000
Ep 066/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.957, mat=0.003, sens=1.365, deg=0.000
Ep 066/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:12,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:10,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:10,  1.51s/it, loss=1.024, mat=0.003, sens=1.456, deg=0.000
Ep 066/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:09,  1.51s/it, loss=1.024, mat=0.003, sens=1.456, deg=0.000
Ep 066/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:09,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 066/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:11,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:11,  1.53s/it, loss=1.120, mat=0.003, sens=1.596, deg=0.00
Ep 066/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:08,  1.53s/it, loss=1.120, mat=0.003, sens=1.596, deg=0.00
Ep 066/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:08,  1.53s/it, loss=0.962, mat=0.002, sens=1.370, deg=0.00
Ep 066/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:06,  1.52s/it, loss=0.962, mat=0.002, sens=1.370, deg=0.00
Ep 066/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:06,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:04,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:04,  1.52s/it, loss=0.951, mat=0.002, sens=1.355, deg=0.00
Ep 066/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:02,  1.52s/it, loss=0.951, mat=0.002, sens=1.355, deg=0.00
Ep 066/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:02,  1.52s/it, loss=0.983, mat=0.003, sens=1.396, deg=0.00
Ep 066/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:01,  1.52s/it, loss=0.983, mat=0.003, sens=1.396, deg=0.00
Ep 066/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  40%|▍| 106/264 [02:40<03:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:57,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  41%|▍| 108/264 [02:43<03:55,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:55,  1.51s/it, loss=0.929, mat=0.004, sens=1.324, deg=0.00
Ep 066/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:53,  1.51s/it, loss=0.929, mat=0.004, sens=1.324, deg=0.00
Ep 066/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:53,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  42%|▍| 110/264 [02:46<03:52,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:52,  1.51s/it, loss=0.964, mat=0.003, sens=1.375, deg=0.00
Ep 066/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:50,  1.51s/it, loss=0.964, mat=0.003, sens=1.375, deg=0.00
Ep 066/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  42%|▍| 112/264 [02:49<03:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.970, mat=0.004, sens=1.383, deg=0.00
Ep 066/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:49,  1.52s/it, loss=0.970, mat=0.004, sens=1.383, deg=0.00
Ep 066/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=1.029, mat=0.003, sens=1.467, deg=0.00
Ep 066/100 [S4:finetune]:  43%|▍| 114/264 [02:52<03:47,  1.52s/it, loss=1.029, mat=0.003, sens=1.467, deg=0.00
Ep 066/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:47,  1.52s/it, loss=0.937, mat=0.003, sens=1.337, deg=0.00
Ep 066/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:45,  1.52s/it, loss=0.937, mat=0.003, sens=1.337, deg=0.00
Ep 066/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  44%|▍| 116/264 [02:55<03:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:44,  1.51s/it, loss=1.048, mat=0.003, sens=1.494, deg=0.00
Ep 066/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:42,  1.51s/it, loss=1.048, mat=0.003, sens=1.494, deg=0.00
Ep 066/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.51s/it, loss=0.944, mat=0.003, sens=1.345, deg=0.00
Ep 066/100 [S4:finetune]:  45%|▍| 118/264 [02:58<03:40,  1.51s/it, loss=0.944, mat=0.003, sens=1.345, deg=0.00
Ep 066/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.980, mat=0.005, sens=1.397, deg=0.00
Ep 066/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:42,  1.53s/it, loss=0.980, mat=0.005, sens=1.397, deg=0.00
Ep 066/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:42,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:33,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:30,  1.51s/it, loss=0.951, mat=0.003, sens=1.356, deg=0.00
Ep 066/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=0.951, mat=0.003, sens=1.356, deg=0.00
Ep 066/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:26,  1.51s/it, loss=1.037, mat=0.003, sens=1.480, deg=0.00
Ep 066/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=1.037, mat=0.003, sens=1.480, deg=0.00
Ep 066/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:25,  1.51s/it, loss=1.000, mat=0.003, sens=1.425, deg=0.00
Ep 066/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:23,  1.51s/it, loss=1.000, mat=0.003, sens=1.425, deg=0.00
Ep 066/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:23,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:21,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:18,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:18,  1.51s/it, loss=1.078, mat=0.004, sens=1.537, deg=0.00
Ep 066/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:20,  1.53s/it, loss=1.078, mat=0.004, sens=1.537, deg=0.00
Ep 066/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:20,  1.53s/it, loss=0.986, mat=0.003, sens=1.401, deg=0.00
Ep 066/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:18,  1.52s/it, loss=0.986, mat=0.003, sens=1.401, deg=0.00
Ep 066/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:18,  1.52s/it, loss=0.959, mat=0.003, sens=1.369, deg=0.00
Ep 066/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:16,  1.52s/it, loss=0.959, mat=0.003, sens=1.369, deg=0.00
Ep 066/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:12,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.51s/it, loss=0.994, mat=0.003, sens=1.418, deg=0.00
Ep 066/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:11,  1.52s/it, loss=0.994, mat=0.003, sens=1.418, deg=0.00
Ep 066/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=1.045, mat=0.004, sens=1.490, deg=0.00
Ep 066/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:09,  1.52s/it, loss=1.045, mat=0.004, sens=1.490, deg=0.00
Ep 066/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.52s/it, loss=1.167, mat=0.003, sens=1.664, deg=0.00
Ep 066/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=1.167, mat=0.003, sens=1.664, deg=0.00
Ep 066/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.996, mat=0.003, sens=1.421, deg=0.00
Ep 066/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:05,  1.51s/it, loss=0.996, mat=0.003, sens=1.421, deg=0.00
Ep 066/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=1.026, mat=0.004, sens=1.464, deg=0.00
Ep 066/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:04,  1.51s/it, loss=1.026, mat=0.004, sens=1.464, deg=0.00
Ep 066/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  54%|▌| 143/264 [03:36<03:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  55%|▌| 145/264 [03:39<03:02,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  56%|▌| 147/264 [03:42<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  56%|▌| 149/264 [03:45<02:53,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:52,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:52,  1.51s/it, loss=1.184, mat=0.003, sens=1.690, deg=0.00
Ep 066/100 [S4:finetune]:  57%|▌| 151/264 [03:48<02:50,  1.51s/it, loss=1.184, mat=0.003, sens=1.690, deg=0.00
Ep 066/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:48,  1.51s/it, loss=1.138, mat=0.003, sens=1.622, deg=0.00
Ep 066/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:47,  1.51s/it, loss=1.138, mat=0.003, sens=1.622, deg=0.00
Ep 066/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=1.073, mat=0.003, sens=1.527, deg=0.00
Ep 066/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:45,  1.51s/it, loss=1.073, mat=0.003, sens=1.527, deg=0.00
Ep 066/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:45,  1.51s/it, loss=0.982, mat=0.004, sens=1.401, deg=0.00
Ep 066/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:43,  1.50s/it, loss=0.982, mat=0.004, sens=1.401, deg=0.00
Ep 066/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:43,  1.50s/it, loss=1.000, mat=0.003, sens=1.425, deg=0.00
Ep 066/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.51s/it, loss=1.000, mat=0.003, sens=1.425, deg=0.00
Ep 066/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=1.269, mat=0.002, sens=1.810, deg=0.00
Ep 066/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:39,  1.51s/it, loss=1.269, mat=0.002, sens=1.810, deg=0.00
Ep 066/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:39,  1.51s/it, loss=1.055, mat=0.004, sens=1.505, deg=0.00
Ep 066/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=1.055, mat=0.004, sens=1.505, deg=0.00
Ep 066/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=1.157, mat=0.003, sens=1.650, deg=0.00
Ep 066/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:36,  1.51s/it, loss=1.157, mat=0.003, sens=1.650, deg=0.00
Ep 066/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:36,  1.51s/it, loss=1.072, mat=0.003, sens=1.530, deg=0.00
Ep 066/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=1.072, mat=0.003, sens=1.530, deg=0.00
Ep 066/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:34,  1.52s/it, loss=1.137, mat=0.004, sens=1.622, deg=0.00
Ep 066/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:35,  1.54s/it, loss=1.137, mat=0.004, sens=1.622, deg=0.00
Ep 066/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:35,  1.54s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:32,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:32,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.52s/it, loss=1.240, mat=0.003, sens=1.770, deg=0.00
Ep 066/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:26,  1.51s/it, loss=1.240, mat=0.003, sens=1.770, deg=0.00
Ep 066/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=1.045, mat=0.003, sens=1.490, deg=0.00
Ep 066/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:24,  1.51s/it, loss=1.045, mat=0.003, sens=1.490, deg=0.00
Ep 066/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:24,  1.51s/it, loss=1.130, mat=0.003, sens=1.613, deg=0.00
Ep 066/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:23,  1.51s/it, loss=1.130, mat=0.003, sens=1.613, deg=0.00
Ep 066/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:20,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:18,  1.51s/it, loss=1.294, mat=0.004, sens=1.845, deg=0.00
Ep 066/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:17,  1.51s/it, loss=1.294, mat=0.004, sens=1.845, deg=0.00
Ep 066/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=1.192, mat=0.003, sens=1.697, deg=0.00
Ep 066/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:15,  1.51s/it, loss=1.192, mat=0.003, sens=1.697, deg=0.00
Ep 066/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:15,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=1.333, mat=0.004, sens=1.901, deg=0.00
Ep 066/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:12,  1.51s/it, loss=1.333, mat=0.004, sens=1.901, deg=0.00
Ep 066/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=1.373, mat=0.005, sens=1.959, deg=0.00
Ep 066/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:11,  1.51s/it, loss=1.373, mat=0.005, sens=1.959, deg=0.00
Ep 066/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=1.115, mat=0.003, sens=1.591, deg=0.00
Ep 066/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:11,  1.53s/it, loss=1.115, mat=0.003, sens=1.591, deg=0.00
Ep 066/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:11,  1.53s/it, loss=1.191, mat=0.003, sens=1.697, deg=0.00
Ep 066/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:09,  1.52s/it, loss=1.191, mat=0.003, sens=1.697, deg=0.00
Ep 066/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:09,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:07,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.993, mat=0.003, sens=1.412, deg=0.00
Ep 066/100 [S4:finetune]:  69%|▋| 182/264 [04:35<02:03,  1.51s/it, loss=0.993, mat=0.003, sens=1.412, deg=0.00
Ep 066/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:03,  1.51s/it, loss=1.144, mat=0.002, sens=1.631, deg=0.00
Ep 066/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:02,  1.51s/it, loss=1.144, mat=0.002, sens=1.631, deg=0.00
Ep 066/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:02,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  70%|▋| 184/264 [04:38<02:00,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:00,  1.51s/it, loss=1.112, mat=0.004, sens=1.585, deg=0.00
Ep 066/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=1.112, mat=0.004, sens=1.585, deg=0.00
Ep 066/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  70%|▋| 186/264 [04:41<01:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=1.072, mat=0.003, sens=1.528, deg=0.00
Ep 066/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.52s/it, loss=1.072, mat=0.003, sens=1.528, deg=0.00
Ep 066/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  71%|▋| 188/264 [04:44<01:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:53,  1.51s/it, loss=1.168, mat=0.003, sens=1.666, deg=0.00
Ep 066/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:53,  1.53s/it, loss=1.168, mat=0.003, sens=1.666, deg=0.00
Ep 066/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:53,  1.53s/it, loss=1.048, mat=0.002, sens=1.493, deg=0.00
Ep 066/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:51,  1.53s/it, loss=1.048, mat=0.002, sens=1.493, deg=0.00
Ep 066/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.53s/it, loss=0.932, mat=0.002, sens=1.328, deg=0.00
Ep 066/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:49,  1.52s/it, loss=0.932, mat=0.002, sens=1.328, deg=0.00
Ep 066/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=1.108, mat=0.004, sens=1.580, deg=0.00
Ep 066/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.52s/it, loss=1.108, mat=0.004, sens=1.580, deg=0.00
Ep 066/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=1.117, mat=0.004, sens=1.594, deg=0.00
Ep 066/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:46,  1.52s/it, loss=1.117, mat=0.004, sens=1.594, deg=0.00
Ep 066/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:46,  1.52s/it, loss=0.954, mat=0.003, sens=1.356, deg=0.00
Ep 066/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:44,  1.51s/it, loss=0.954, mat=0.003, sens=1.356, deg=0.00
Ep 066/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:42,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.959, mat=0.003, sens=1.365, deg=0.00
Ep 066/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:41,  1.51s/it, loss=0.959, mat=0.003, sens=1.365, deg=0.00
Ep 066/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.51s/it, loss=0.037, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=0.037, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:38,  1.51s/it, loss=0.009, mat=0.005, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.51s/it, loss=1.011, mat=0.002, sens=1.441, deg=0.00
Ep 066/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=1.011, mat=0.002, sens=1.441, deg=0.00
Ep 066/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=1.383, mat=0.003, sens=1.973, deg=0.00
Ep 066/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:35,  1.51s/it, loss=1.383, mat=0.003, sens=1.973, deg=0.00
Ep 066/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=1.162, mat=0.003, sens=1.658, deg=0.00
Ep 066/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:32,  1.51s/it, loss=1.162, mat=0.003, sens=1.658, deg=0.00
Ep 066/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.51s/it, loss=1.159, mat=0.002, sens=1.650, deg=0.00
Ep 066/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=1.159, mat=0.002, sens=1.650, deg=0.00
Ep 066/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=1.469, mat=0.005, sens=2.092, deg=0.00
Ep 066/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:29,  1.51s/it, loss=1.469, mat=0.005, sens=2.092, deg=0.00
Ep 066/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.51s/it, loss=1.095, mat=0.004, sens=1.559, deg=0.00
Ep 066/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:27,  1.51s/it, loss=1.095, mat=0.004, sens=1.559, deg=0.00
Ep 066/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:25,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:25,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:24,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:24,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:24,  1.53s/it, loss=1.279, mat=0.005, sens=1.825, deg=0.00
Ep 066/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:22,  1.52s/it, loss=1.279, mat=0.005, sens=1.825, deg=0.00
Ep 066/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:22,  1.52s/it, loss=1.266, mat=0.003, sens=1.807, deg=0.00
Ep 066/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:20,  1.53s/it, loss=1.266, mat=0.003, sens=1.807, deg=0.00
Ep 066/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.53s/it, loss=1.291, mat=0.004, sens=1.841, deg=0.00
Ep 066/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:19,  1.52s/it, loss=1.291, mat=0.004, sens=1.841, deg=0.00
Ep 066/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:19,  1.52s/it, loss=1.246, mat=0.004, sens=1.776, deg=0.00
Ep 066/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:17,  1.52s/it, loss=1.246, mat=0.004, sens=1.776, deg=0.00
Ep 066/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:15,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:13,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:13,  1.51s/it, loss=1.269, mat=0.004, sens=1.809, deg=0.00
Ep 066/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.51s/it, loss=1.269, mat=0.004, sens=1.809, deg=0.00
Ep 066/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=1.331, mat=0.004, sens=1.899, deg=0.00
Ep 066/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:10,  1.51s/it, loss=1.331, mat=0.004, sens=1.899, deg=0.00
Ep 066/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:10,  1.51s/it, loss=1.068, mat=0.003, sens=1.522, deg=0.00
Ep 066/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=1.068, mat=0.003, sens=1.522, deg=0.00
Ep 066/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:04,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=1.042, mat=0.002, sens=1.483, deg=0.00
Ep 066/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.51s/it, loss=1.042, mat=0.002, sens=1.483, deg=0.00
Ep 066/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=1.091, mat=0.003, sens=1.556, deg=0.00
Ep 066/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:02,  1.53s/it, loss=1.091, mat=0.003, sens=1.556, deg=0.00
Ep 066/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  85%|▊| 225/264 [05:40<00:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.52s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.51s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=1.069, mat=0.003, sens=1.525, deg=0.00
Ep 066/100 [S4:finetune]:  86%|▊| 227/264 [05:43<00:55,  1.51s/it, loss=1.069, mat=0.003, sens=1.525, deg=0.00
Ep 066/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.981, mat=0.002, sens=1.400, deg=0.00
Ep 066/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.51s/it, loss=0.981, mat=0.002, sens=1.400, deg=0.00
Ep 066/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:52,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.51s/it, loss=0.754, mat=0.003, sens=1.074, deg=0.00
Ep 066/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:49,  1.51s/it, loss=0.754, mat=0.003, sens=1.074, deg=0.00
Ep 066/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.925, mat=0.003, sens=1.317, deg=0.00
Ep 066/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.925, mat=0.003, sens=1.317, deg=0.00
Ep 066/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=0.939, mat=0.004, sens=1.338, deg=0.00
Ep 066/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.51s/it, loss=0.939, mat=0.004, sens=1.338, deg=0.00
Ep 066/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.51s/it, loss=0.935, mat=0.002, sens=1.329, deg=0.00
Ep 066/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:44,  1.55s/it, loss=0.935, mat=0.002, sens=1.329, deg=0.00
Ep 066/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:44,  1.55s/it, loss=0.803, mat=0.003, sens=1.143, deg=0.00
Ep 066/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:43,  1.54s/it, loss=0.803, mat=0.003, sens=1.143, deg=0.00
Ep 066/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:43,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:41,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.53s/it, loss=0.866, mat=0.003, sens=1.226, deg=0.00
Ep 066/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.52s/it, loss=0.866, mat=0.003, sens=1.226, deg=0.00
Ep 066/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.762, mat=0.003, sens=1.084, deg=0.00
Ep 066/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.52s/it, loss=0.762, mat=0.003, sens=1.084, deg=0.00
Ep 066/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.787, mat=0.002, sens=1.119, deg=0.00
Ep 066/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.51s/it, loss=0.787, mat=0.002, sens=1.119, deg=0.00
Ep 066/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.870, mat=0.002, sens=1.240, deg=0.00
Ep 066/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.870, mat=0.002, sens=1.240, deg=0.00
Ep 066/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.735, mat=0.004, sens=1.037, deg=0.00
Ep 066/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.735, mat=0.004, sens=1.037, deg=0.00
Ep 066/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.802, mat=0.005, sens=1.135, deg=0.00
Ep 066/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.51s/it, loss=0.802, mat=0.005, sens=1.135, deg=0.00
Ep 066/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.50s/it, loss=0.625, mat=0.002, sens=0.886, deg=0.00
Ep 066/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.51s/it, loss=0.625, mat=0.002, sens=0.886, deg=0.00
Ep 066/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.720, mat=0.003, sens=1.025, deg=0.00
Ep 066/100 [S4:finetune]:  95%|▉| 251/264 [06:20<00:19,  1.50s/it, loss=0.720, mat=0.003, sens=1.025, deg=0.00
Ep 066/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.53s/it, loss=0.763, mat=0.003, sens=1.085, deg=0.00
Ep 066/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.52s/it, loss=0.763, mat=0.003, sens=1.085, deg=0.00
Ep 066/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.774, mat=0.002, sens=1.099, deg=0.00
Ep 066/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.52s/it, loss=0.774, mat=0.002, sens=1.099, deg=0.00
Ep 066/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.888, mat=0.003, sens=1.264, deg=0.00
Ep 066/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.51s/it, loss=0.888, mat=0.003, sens=1.264, deg=0.00
Ep 066/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.794, mat=0.004, sens=1.128, deg=0.00
Ep 066/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.794, mat=0.004, sens=1.128, deg=0.00
Ep 066/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 066/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.739, mat=0.002, sens=1.052, deg=0.00
Ep 066/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.51s/it, loss=0.739, mat=0.002, sens=1.052, deg=0.00
                                                                                                              
Epoch 066/100 [S4:finetune]  loss=0.5853  mat=0.0032  sens=0.8311  deg=0.0003  orth=0.0025  α=0.3 β=0.7 γ=0.2  400s

Ep 067/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 067/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   0%| | 1/264 [00:02<09:30,  2.17s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   0%| | 1/264 [00:03<09:30,  2.17s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   1%| | 2/264 [00:03<07:45,  1.78s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   1%| | 2/264 [00:05<07:45,  1.78s/it, loss=0.893, mat=0.004, sens=1.273, deg=0.000]
Ep 067/100 [S4:finetune]:   1%| | 3/264 [00:05<07:24,  1.70s/it, loss=0.893, mat=0.004, sens=1.273, deg=0.000]
Ep 067/100 [S4:finetune]:   1%| | 3/264 [00:06<07:24,  1.70s/it, loss=0.875, mat=0.003, sens=1.248, deg=0.000]
Ep 067/100 [S4:finetune]:   2%| | 4/264 [00:06<07:02,  1.62s/it, loss=0.875, mat=0.003, sens=1.248, deg=0.000]
Ep 067/100 [S4:finetune]:   2%| | 4/264 [00:08<07:02,  1.62s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   2%| | 5/264 [00:08<06:48,  1.58s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   2%| | 5/264 [00:09<06:48,  1.58s/it, loss=0.800, mat=0.003, sens=1.138, deg=0.000]
Ep 067/100 [S4:finetune]:   2%| | 6/264 [00:09<06:40,  1.55s/it, loss=0.800, mat=0.003, sens=1.138, deg=0.000]
Ep 067/100 [S4:finetune]:   2%| | 6/264 [00:11<06:40,  1.55s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   3%| | 7/264 [00:11<06:34,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   3%| | 7/264 [00:12<06:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   3%| | 8/264 [00:12<06:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   3%| | 8/264 [00:14<06:29,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   3%| | 9/264 [00:14<06:26,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   3%| | 9/264 [00:15<06:26,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 067/100 [S4:finetune]:   4%| | 10/264 [00:15<06:23,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   4%| | 10/264 [00:17<06:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   4%| | 11/264 [00:17<06:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   4%| | 11/264 [00:18<06:21,  1.51s/it, loss=0.751, mat=0.004, sens=1.070, deg=0.000
Ep 067/100 [S4:finetune]:   5%| | 12/264 [00:18<06:19,  1.51s/it, loss=0.751, mat=0.004, sens=1.070, deg=0.000
Ep 067/100 [S4:finetune]:   5%| | 12/264 [00:20<06:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   5%| | 13/264 [00:20<06:17,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   5%| | 13/264 [00:21<06:17,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   5%| | 14/264 [00:21<06:16,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   5%| | 14/264 [00:23<06:16,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   6%| | 15/264 [00:23<06:14,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   6%| | 15/264 [00:24<06:14,  1.50s/it, loss=0.788, mat=0.005, sens=1.123, deg=0.000
Ep 067/100 [S4:finetune]:   6%| | 16/264 [00:24<06:12,  1.50s/it, loss=0.788, mat=0.005, sens=1.123, deg=0.000
Ep 067/100 [S4:finetune]:   6%| | 16/264 [00:26<06:12,  1.50s/it, loss=0.768, mat=0.003, sens=1.095, deg=0.000
Ep 067/100 [S4:finetune]:   6%| | 17/264 [00:26<06:11,  1.50s/it, loss=0.768, mat=0.003, sens=1.095, deg=0.000
Ep 067/100 [S4:finetune]:   6%| | 17/264 [00:27<06:11,  1.50s/it, loss=0.731, mat=0.005, sens=1.041, deg=0.000
Ep 067/100 [S4:finetune]:   7%| | 18/264 [00:27<06:10,  1.51s/it, loss=0.731, mat=0.005, sens=1.041, deg=0.000
Ep 067/100 [S4:finetune]:   7%| | 18/264 [00:29<06:10,  1.51s/it, loss=0.816, mat=0.004, sens=1.163, deg=0.000
Ep 067/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.816, mat=0.004, sens=1.163, deg=0.000
Ep 067/100 [S4:finetune]:   7%| | 19/264 [00:30<06:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   8%| | 20/264 [00:30<06:09,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   8%| | 20/264 [00:32<06:09,  1.51s/it, loss=0.751, mat=0.003, sens=1.069, deg=0.000
Ep 067/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.751, mat=0.003, sens=1.069, deg=0.000
Ep 067/100 [S4:finetune]:   8%| | 21/264 [00:33<06:07,  1.51s/it, loss=0.703, mat=0.002, sens=0.998, deg=0.000
Ep 067/100 [S4:finetune]:   8%| | 22/264 [00:33<06:05,  1.51s/it, loss=0.703, mat=0.002, sens=0.998, deg=0.000
Ep 067/100 [S4:finetune]:   8%| | 22/264 [00:35<06:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   9%| | 23/264 [00:35<06:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   9%| | 23/264 [00:36<06:03,  1.51s/it, loss=0.701, mat=0.003, sens=0.999, deg=0.000
Ep 067/100 [S4:finetune]:   9%| | 24/264 [00:36<06:01,  1.51s/it, loss=0.701, mat=0.003, sens=0.999, deg=0.000
Ep 067/100 [S4:finetune]:   9%| | 24/264 [00:38<06:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   9%| | 25/264 [00:38<05:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:   9%| | 25/264 [00:39<05:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  10%| | 26/264 [00:39<05:58,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  10%| | 26/264 [00:41<05:58,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  10%| | 27/264 [00:41<05:57,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  10%| | 27/264 [00:42<05:57,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  11%| | 28/264 [00:42<05:55,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  11%| | 28/264 [00:44<05:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  11%| | 29/264 [00:44<05:54,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  11%| | 29/264 [00:45<05:54,  1.51s/it, loss=0.692, mat=0.003, sens=0.986, deg=0.000
Ep 067/100 [S4:finetune]:  11%| | 30/264 [00:45<05:52,  1.51s/it, loss=0.692, mat=0.003, sens=0.986, deg=0.000
Ep 067/100 [S4:finetune]:  11%| | 30/264 [00:47<05:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  12%| | 31/264 [00:47<05:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  12%| | 31/264 [00:48<05:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  12%| | 32/264 [00:48<05:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:48,  1.51s/it, loss=0.734, mat=0.003, sens=1.045, deg=0.000
Ep 067/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:52,  1.53s/it, loss=0.734, mat=0.003, sens=1.045, deg=0.000
Ep 067/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:52,  1.53s/it, loss=0.808, mat=0.005, sens=1.151, deg=0.000
Ep 067/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:48,  1.52s/it, loss=0.808, mat=0.005, sens=1.151, deg=0.000
Ep 067/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:48,  1.52s/it, loss=0.747, mat=0.003, sens=1.065, deg=0.000
Ep 067/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:46,  1.52s/it, loss=0.747, mat=0.003, sens=1.065, deg=0.000
Ep 067/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:46,  1.52s/it, loss=0.656, mat=0.003, sens=0.934, deg=0.000
Ep 067/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=0.656, mat=0.003, sens=0.934, deg=0.000
Ep 067/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.803, mat=0.002, sens=1.146, deg=0.000
Ep 067/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:42,  1.52s/it, loss=0.803, mat=0.002, sens=1.146, deg=0.000
Ep 067/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.52s/it, loss=0.706, mat=0.004, sens=1.005, deg=0.000
Ep 067/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:40,  1.51s/it, loss=0.706, mat=0.004, sens=1.005, deg=0.000
Ep 067/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:40,  1.51s/it, loss=0.730, mat=0.003, sens=1.041, deg=0.000
Ep 067/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:38,  1.51s/it, loss=0.730, mat=0.003, sens=1.041, deg=0.000
Ep 067/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:38,  1.51s/it, loss=0.782, mat=0.003, sens=1.114, deg=0.000
Ep 067/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:36,  1.51s/it, loss=0.782, mat=0.003, sens=1.114, deg=0.000
Ep 067/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:36,  1.51s/it, loss=0.768, mat=0.003, sens=1.094, deg=0.000
Ep 067/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:34,  1.51s/it, loss=0.768, mat=0.003, sens=1.094, deg=0.000
Ep 067/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:34,  1.51s/it, loss=0.813, mat=0.004, sens=1.158, deg=0.000
Ep 067/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:33,  1.51s/it, loss=0.813, mat=0.004, sens=1.158, deg=0.000
Ep 067/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:33,  1.51s/it, loss=0.800, mat=0.003, sens=1.139, deg=0.000
Ep 067/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:34,  1.52s/it, loss=0.800, mat=0.003, sens=1.139, deg=0.000
Ep 067/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:34,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:31,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002
Ep 067/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:29,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002
Ep 067/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:29,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:27,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:27,  1.51s/it, loss=0.825, mat=0.002, sens=1.177, deg=0.000
Ep 067/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:31,  1.53s/it, loss=0.825, mat=0.002, sens=1.177, deg=0.000
Ep 067/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:31,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:27,  1.52s/it, loss=0.896, mat=0.005, sens=1.273, deg=0.000
Ep 067/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:25,  1.52s/it, loss=0.896, mat=0.005, sens=1.273, deg=0.000
Ep 067/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:25,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:23,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:20,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:18,  1.51s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:17,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:15,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:15,  1.51s/it, loss=1.004, mat=0.002, sens=1.432, deg=0.000
Ep 067/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:14,  1.51s/it, loss=1.004, mat=0.002, sens=1.432, deg=0.000
Ep 067/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:12,  1.51s/it, loss=0.835, mat=0.002, sens=1.190, deg=0.000
Ep 067/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:10,  1.51s/it, loss=0.835, mat=0.002, sens=1.190, deg=0.000
Ep 067/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:10,  1.51s/it, loss=1.023, mat=0.004, sens=1.458, deg=0.000
Ep 067/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:09,  1.51s/it, loss=1.023, mat=0.004, sens=1.458, deg=0.000
Ep 067/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:09,  1.51s/it, loss=0.924, mat=0.004, sens=1.318, deg=0.000
Ep 067/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:12,  1.53s/it, loss=0.924, mat=0.004, sens=1.318, deg=0.000
Ep 067/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:09,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:07,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:07,  1.52s/it, loss=0.894, mat=0.003, sens=1.274, deg=0.000
Ep 067/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:04,  1.52s/it, loss=0.894, mat=0.003, sens=1.274, deg=0.000
Ep 067/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:04,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:02,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:02,  1.51s/it, loss=0.902, mat=0.003, sens=1.285, deg=0.000
Ep 067/100 [S4:finetune]:  25%|▏| 65/264 [01:38<05:00,  1.51s/it, loss=0.902, mat=0.003, sens=1.285, deg=0.000
Ep 067/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:00,  1.51s/it, loss=0.911, mat=0.004, sens=1.293, deg=0.000
Ep 067/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.911, mat=0.004, sens=1.293, deg=0.000
Ep 067/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:58,  1.51s/it, loss=0.928, mat=0.002, sens=1.324, deg=0.000
Ep 067/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=0.928, mat=0.002, sens=1.324, deg=0.000
Ep 067/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:57,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:55,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:53,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:53,  1.51s/it, loss=1.086, mat=0.004, sens=1.548, deg=0.000
Ep 067/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:51,  1.51s/it, loss=1.086, mat=0.004, sens=1.548, deg=0.000
Ep 067/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:51,  1.51s/it, loss=0.898, mat=0.003, sens=1.282, deg=0.000
Ep 067/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:50,  1.51s/it, loss=0.898, mat=0.003, sens=1.282, deg=0.000
Ep 067/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:50,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:47,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:47,  1.51s/it, loss=1.017, mat=0.002, sens=1.451, deg=0.000
Ep 067/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:46,  1.51s/it, loss=1.017, mat=0.002, sens=1.451, deg=0.000
Ep 067/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:46,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:44,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:44,  1.51s/it, loss=0.892, mat=0.003, sens=1.270, deg=0.000
Ep 067/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:43,  1.51s/it, loss=0.892, mat=0.003, sens=1.270, deg=0.000
Ep 067/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:43,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:41,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:41,  1.51s/it, loss=0.787, mat=0.002, sens=1.120, deg=0.000
Ep 067/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:44,  1.53s/it, loss=0.787, mat=0.002, sens=1.120, deg=0.000
Ep 067/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:41,  1.52s/it, loss=0.853, mat=0.003, sens=1.212, deg=0.000
Ep 067/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:39,  1.52s/it, loss=0.853, mat=0.003, sens=1.212, deg=0.000
Ep 067/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:39,  1.52s/it, loss=0.952, mat=0.003, sens=1.358, deg=0.000
Ep 067/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:36,  1.51s/it, loss=0.952, mat=0.003, sens=1.358, deg=0.000
Ep 067/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:36,  1.51s/it, loss=0.747, mat=0.002, sens=1.062, deg=0.000
Ep 067/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:35,  1.51s/it, loss=0.747, mat=0.002, sens=1.062, deg=0.000
Ep 067/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:35,  1.51s/it, loss=0.861, mat=0.003, sens=1.227, deg=0.000
Ep 067/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:33,  1.51s/it, loss=0.861, mat=0.003, sens=1.227, deg=0.000
Ep 067/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:33,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:31,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:31,  1.51s/it, loss=0.794, mat=0.003, sens=1.132, deg=0.000
Ep 067/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:30,  1.51s/it, loss=0.794, mat=0.003, sens=1.132, deg=0.000
Ep 067/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=0.820, mat=0.003, sens=1.164, deg=0.000
Ep 067/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.820, mat=0.003, sens=1.164, deg=0.000
Ep 067/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:28,  1.51s/it, loss=0.861, mat=0.003, sens=1.227, deg=0.000
Ep 067/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:26,  1.51s/it, loss=0.861, mat=0.003, sens=1.227, deg=0.000
Ep 067/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:25,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:25,  1.51s/it, loss=0.868, mat=0.004, sens=1.231, deg=0.000
Ep 067/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:23,  1.51s/it, loss=0.868, mat=0.004, sens=1.231, deg=0.000
Ep 067/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:23,  1.51s/it, loss=0.736, mat=0.003, sens=1.050, deg=0.000
Ep 067/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:22,  1.51s/it, loss=0.736, mat=0.003, sens=1.050, deg=0.000
Ep 067/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:22,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:20,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:20,  1.51s/it, loss=0.747, mat=0.004, sens=1.065, deg=0.000
Ep 067/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:21,  1.52s/it, loss=0.747, mat=0.004, sens=1.065, deg=0.000
Ep 067/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.823, mat=0.004, sens=1.173, deg=0.000
Ep 067/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:25,  1.56s/it, loss=0.823, mat=0.004, sens=1.173, deg=0.000
Ep 067/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:25,  1.56s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:21,  1.54s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:21,  1.54s/it, loss=0.778, mat=0.003, sens=1.109, deg=0.000
Ep 067/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:19,  1.53s/it, loss=0.778, mat=0.003, sens=1.109, deg=0.000
Ep 067/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:19,  1.53s/it, loss=0.760, mat=0.003, sens=1.083, deg=0.000
Ep 067/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:16,  1.52s/it, loss=0.760, mat=0.003, sens=1.083, deg=0.000
Ep 067/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:16,  1.52s/it, loss=0.710, mat=0.004, sens=1.012, deg=0.000
Ep 067/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:13,  1.52s/it, loss=0.710, mat=0.004, sens=1.012, deg=0.000
Ep 067/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 067/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:11,  1.51s/it, loss=0.746, mat=0.003, sens=1.063, deg=0.000
Ep 067/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:09,  1.51s/it, loss=0.746, mat=0.003, sens=1.063, deg=0.000
Ep 067/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:09,  1.51s/it, loss=0.735, mat=0.003, sens=1.046, deg=0.000
Ep 067/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:07,  1.51s/it, loss=0.735, mat=0.003, sens=1.046, deg=0.00
Ep 067/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:07,  1.51s/it, loss=0.583, mat=0.003, sens=0.829, deg=0.00
Ep 067/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:05,  1.51s/it, loss=0.583, mat=0.003, sens=0.829, deg=0.00
Ep 067/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:05,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:04,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:02,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:02,  1.51s/it, loss=0.699, mat=0.003, sens=0.996, deg=0.00
Ep 067/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:01,  1.51s/it, loss=0.699, mat=0.003, sens=0.996, deg=0.00
Ep 067/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:01,  1.51s/it, loss=0.638, mat=0.004, sens=0.909, deg=0.00
Ep 067/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:03,  1.53s/it, loss=0.638, mat=0.004, sens=0.909, deg=0.00
Ep 067/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:58,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:56,  1.51s/it, loss=0.693, mat=0.003, sens=0.987, deg=0.00
Ep 067/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:54,  1.51s/it, loss=0.693, mat=0.003, sens=0.987, deg=0.00
Ep 067/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:54,  1.51s/it, loss=0.671, mat=0.003, sens=0.956, deg=0.00
Ep 067/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:52,  1.51s/it, loss=0.671, mat=0.003, sens=0.956, deg=0.00
Ep 067/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:52,  1.51s/it, loss=0.736, mat=0.004, sens=1.048, deg=0.00
Ep 067/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:50,  1.51s/it, loss=0.736, mat=0.004, sens=1.048, deg=0.00
Ep 067/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:50,  1.51s/it, loss=0.753, mat=0.004, sens=1.071, deg=0.00
Ep 067/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:48,  1.51s/it, loss=0.753, mat=0.004, sens=1.071, deg=0.00
Ep 067/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:47,  1.51s/it, loss=0.800, mat=0.003, sens=1.141, deg=0.00
Ep 067/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.800, mat=0.003, sens=1.141, deg=0.00
Ep 067/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.896, mat=0.003, sens=1.277, deg=0.00
Ep 067/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:44,  1.51s/it, loss=0.896, mat=0.003, sens=1.277, deg=0.00
Ep 067/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:44,  1.51s/it, loss=0.732, mat=0.003, sens=1.042, deg=0.00
Ep 067/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:42,  1.50s/it, loss=0.732, mat=0.003, sens=1.042, deg=0.00
Ep 067/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:42,  1.50s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:41,  1.50s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:41,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:37,  1.51s/it, loss=0.950, mat=0.003, sens=1.355, deg=0.00
Ep 067/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:36,  1.51s/it, loss=0.950, mat=0.003, sens=1.355, deg=0.00
Ep 067/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.948, mat=0.003, sens=1.352, deg=0.00
Ep 067/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:34,  1.51s/it, loss=0.948, mat=0.003, sens=1.352, deg=0.00
Ep 067/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:34,  1.51s/it, loss=0.747, mat=0.004, sens=1.059, deg=0.00
Ep 067/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:35,  1.53s/it, loss=0.747, mat=0.004, sens=1.059, deg=0.00
Ep 067/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:35,  1.53s/it, loss=0.894, mat=0.006, sens=1.271, deg=0.00
Ep 067/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:33,  1.52s/it, loss=0.894, mat=0.006, sens=1.271, deg=0.00
Ep 067/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:33,  1.52s/it, loss=0.800, mat=0.002, sens=1.141, deg=0.00
Ep 067/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:31,  1.52s/it, loss=0.800, mat=0.002, sens=1.141, deg=0.00
Ep 067/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:31,  1.52s/it, loss=0.938, mat=0.004, sens=1.333, deg=0.00
Ep 067/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:29,  1.51s/it, loss=0.938, mat=0.004, sens=1.333, deg=0.00
Ep 067/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:29,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:26,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:26,  1.51s/it, loss=0.855, mat=0.004, sens=1.219, deg=0.00
Ep 067/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=0.855, mat=0.004, sens=1.219, deg=0.00
Ep 067/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:25,  1.51s/it, loss=0.780, mat=0.003, sens=1.111, deg=0.00
Ep 067/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:23,  1.51s/it, loss=0.780, mat=0.003, sens=1.111, deg=0.00
Ep 067/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:21,  1.51s/it, loss=0.758, mat=0.003, sens=1.078, deg=0.00
Ep 067/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.50s/it, loss=0.758, mat=0.003, sens=1.078, deg=0.00
Ep 067/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.50s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:18,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:18,  1.51s/it, loss=0.942, mat=0.003, sens=1.344, deg=0.00
Ep 067/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:17,  1.51s/it, loss=0.942, mat=0.003, sens=1.344, deg=0.00
Ep 067/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:15,  1.51s/it, loss=0.869, mat=0.004, sens=1.237, deg=0.00
Ep 067/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:14,  1.51s/it, loss=0.869, mat=0.004, sens=1.237, deg=0.00
Ep 067/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:14,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:12,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:14,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:14,  1.53s/it, loss=0.141, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:11,  1.52s/it, loss=0.141, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=1.097, mat=0.005, sens=1.562, deg=0.00
Ep 067/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:09,  1.52s/it, loss=1.097, mat=0.005, sens=1.562, deg=0.00
Ep 067/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.52s/it, loss=0.738, mat=0.004, sens=1.046, deg=0.00
Ep 067/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.738, mat=0.004, sens=1.046, deg=0.00
Ep 067/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=1.076, mat=0.003, sens=1.527, deg=0.00
Ep 067/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:05,  1.51s/it, loss=1.076, mat=0.003, sens=1.527, deg=0.00
Ep 067/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.850, mat=0.002, sens=1.210, deg=0.00
Ep 067/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:05,  1.52s/it, loss=0.850, mat=0.002, sens=1.210, deg=0.00
Ep 067/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:05,  1.52s/it, loss=0.879, mat=0.004, sens=1.250, deg=0.00
Ep 067/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:03,  1.52s/it, loss=0.879, mat=0.004, sens=1.250, deg=0.00
Ep 067/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:03,  1.52s/it, loss=0.757, mat=0.003, sens=1.076, deg=0.00
Ep 067/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:01,  1.52s/it, loss=0.757, mat=0.003, sens=1.076, deg=0.00
Ep 067/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.52s/it, loss=0.854, mat=0.003, sens=1.204, deg=0.00
Ep 067/100 [S4:finetune]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.854, mat=0.003, sens=1.204, deg=0.00
Ep 067/100 [S4:finetune]:  55%|▌| 145/264 [03:41<02:59,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:58,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:58,  1.51s/it, loss=1.042, mat=0.003, sens=1.486, deg=0.00
Ep 067/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:56,  1.51s/it, loss=1.042, mat=0.003, sens=1.486, deg=0.00
Ep 067/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:56,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:54,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:54,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:55,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:55,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:53,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:53,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:51,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:51,  1.52s/it, loss=0.970, mat=0.003, sens=1.384, deg=0.00
Ep 067/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:49,  1.51s/it, loss=0.970, mat=0.003, sens=1.384, deg=0.00
Ep 067/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:49,  1.51s/it, loss=0.994, mat=0.003, sens=1.417, deg=0.00
Ep 067/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:47,  1.51s/it, loss=0.994, mat=0.003, sens=1.417, deg=0.00
Ep 067/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.871, mat=0.004, sens=1.238, deg=0.00
Ep 067/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:45,  1.51s/it, loss=0.871, mat=0.004, sens=1.238, deg=0.00
Ep 067/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:45,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.826, mat=0.003, sens=1.177, deg=0.00
Ep 067/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.51s/it, loss=0.826, mat=0.003, sens=1.177, deg=0.00
Ep 067/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:42,  1.51s/it, loss=0.874, mat=0.003, sens=1.241, deg=0.00
Ep 067/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:41,  1.50s/it, loss=0.874, mat=0.003, sens=1.241, deg=0.00
Ep 067/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:41,  1.50s/it, loss=1.057, mat=0.002, sens=1.507, deg=0.00
Ep 067/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:39,  1.51s/it, loss=1.057, mat=0.002, sens=1.507, deg=0.00
Ep 067/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:39,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:36,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:33,  1.51s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:33,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:32,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.875, mat=0.003, sens=1.246, deg=0.00
Ep 067/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:30,  1.51s/it, loss=0.875, mat=0.003, sens=1.246, deg=0.00
Ep 067/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:30,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:27,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:27,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:30,  1.55s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:30,  1.55s/it, loss=1.016, mat=0.004, sens=1.445, deg=0.00
Ep 067/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:27,  1.54s/it, loss=1.016, mat=0.004, sens=1.445, deg=0.00
Ep 067/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:27,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:25,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:25,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:23,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:23,  1.52s/it, loss=0.952, mat=0.004, sens=1.357, deg=0.00
Ep 067/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:21,  1.52s/it, loss=0.952, mat=0.004, sens=1.357, deg=0.00
Ep 067/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:19,  1.52s/it, loss=0.937, mat=0.003, sens=1.333, deg=0.00
Ep 067/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:17,  1.51s/it, loss=0.937, mat=0.003, sens=1.333, deg=0.00
Ep 067/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:15,  1.51s/it, loss=1.043, mat=0.004, sens=1.486, deg=0.00
Ep 067/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=1.043, mat=0.004, sens=1.486, deg=0.00
Ep 067/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:12,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=1.104, mat=0.004, sens=1.574, deg=0.00
Ep 067/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:10,  1.50s/it, loss=1.104, mat=0.004, sens=1.574, deg=0.00
Ep 067/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:10,  1.50s/it, loss=1.031, mat=0.005, sens=1.470, deg=0.00
Ep 067/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:09,  1.51s/it, loss=1.031, mat=0.005, sens=1.470, deg=0.00
Ep 067/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:06,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=0.971, mat=0.003, sens=1.384, deg=0.00
Ep 067/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:05,  1.53s/it, loss=0.971, mat=0.003, sens=1.384, deg=0.00
Ep 067/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:05,  1.53s/it, loss=0.962, mat=0.003, sens=1.371, deg=0.00
Ep 067/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:03,  1.52s/it, loss=0.962, mat=0.003, sens=1.371, deg=0.00
Ep 067/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:55,  1.51s/it, loss=1.026, mat=0.003, sens=1.463, deg=0.00
Ep 067/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=1.026, mat=0.003, sens=1.463, deg=0.00
Ep 067/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:52,  1.51s/it, loss=1.049, mat=0.003, sens=1.496, deg=0.00
Ep 067/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:51,  1.51s/it, loss=1.049, mat=0.003, sens=1.496, deg=0.00
Ep 067/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:50,  1.52s/it, loss=0.946, mat=0.003, sens=1.349, deg=0.00
Ep 067/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:49,  1.52s/it, loss=0.946, mat=0.003, sens=1.349, deg=0.00
Ep 067/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=1.019, mat=0.003, sens=1.454, deg=0.00
Ep 067/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.51s/it, loss=1.019, mat=0.003, sens=1.454, deg=0.00
Ep 067/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:47,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:47,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:45,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:45,  1.53s/it, loss=1.021, mat=0.003, sens=1.457, deg=0.00
Ep 067/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:43,  1.52s/it, loss=1.021, mat=0.003, sens=1.457, deg=0.00
Ep 067/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:43,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:41,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=1.014, mat=0.005, sens=1.445, deg=0.00
Ep 067/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:37,  1.51s/it, loss=1.014, mat=0.005, sens=1.445, deg=0.00
Ep 067/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:37,  1.51s/it, loss=0.901, mat=0.003, sens=1.283, deg=0.00
Ep 067/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=0.901, mat=0.003, sens=1.283, deg=0.00
Ep 067/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=1.029, mat=0.003, sens=1.464, deg=0.00
Ep 067/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:34,  1.51s/it, loss=1.029, mat=0.003, sens=1.464, deg=0.00
Ep 067/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.926, mat=0.003, sens=1.319, deg=0.00
Ep 067/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:31,  1.50s/it, loss=0.926, mat=0.003, sens=1.319, deg=0.00
Ep 067/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:31,  1.50s/it, loss=0.913, mat=0.003, sens=1.300, deg=0.00
Ep 067/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=0.913, mat=0.003, sens=1.300, deg=0.00
Ep 067/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.901, mat=0.003, sens=1.284, deg=0.00
Ep 067/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:25,  1.51s/it, loss=0.901, mat=0.003, sens=1.284, deg=0.00
Ep 067/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:25,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:24,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:22,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:22,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:21,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:19,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:19,  1.50s/it, loss=1.030, mat=0.003, sens=1.467, deg=0.00
Ep 067/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.50s/it, loss=1.030, mat=0.003, sens=1.467, deg=0.00
Ep 067/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.50s/it, loss=0.920, mat=0.003, sens=1.310, deg=0.00
Ep 067/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:17,  1.52s/it, loss=0.920, mat=0.003, sens=1.310, deg=0.00
Ep 067/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.52s/it, loss=0.971, mat=0.002, sens=1.384, deg=0.00
Ep 067/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:14,  1.53s/it, loss=0.971, mat=0.002, sens=1.384, deg=0.00
Ep 067/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.52s/it, loss=0.854, mat=0.002, sens=1.219, deg=0.00
Ep 067/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=0.854, mat=0.002, sens=1.219, deg=0.00
Ep 067/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=1.089, mat=0.002, sens=1.554, deg=0.00
Ep 067/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:07,  1.51s/it, loss=1.089, mat=0.002, sens=1.554, deg=0.00
Ep 067/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.960, mat=0.003, sens=1.368, deg=0.00
Ep 067/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:04,  1.51s/it, loss=0.960, mat=0.003, sens=1.368, deg=0.00
Ep 067/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.51s/it, loss=0.939, mat=0.003, sens=1.338, deg=0.00
Ep 067/100 [S4:finetune]:  85%|▊| 225/264 [05:40<00:58,  1.51s/it, loss=0.939, mat=0.003, sens=1.338, deg=0.00
Ep 067/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:58,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:56,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.53s/it, loss=1.197, mat=0.004, sens=1.708, deg=0.00
Ep 067/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.53s/it, loss=1.197, mat=0.004, sens=1.708, deg=0.00
Ep 067/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.53s/it, loss=1.091, mat=0.003, sens=1.558, deg=0.00
Ep 067/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:53,  1.52s/it, loss=1.091, mat=0.003, sens=1.558, deg=0.00
Ep 067/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.52s/it, loss=1.141, mat=0.004, sens=1.627, deg=0.00
Ep 067/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=1.141, mat=0.004, sens=1.627, deg=0.00
Ep 067/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.51s/it, loss=0.946, mat=0.002, sens=1.350, deg=0.00
Ep 067/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:49,  1.51s/it, loss=0.946, mat=0.002, sens=1.350, deg=0.00
Ep 067/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.031, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=0.031, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.013, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.013, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=1.125, mat=0.002, sens=1.600, deg=0.00
Ep 067/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.51s/it, loss=1.125, mat=0.002, sens=1.600, deg=0.00
Ep 067/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:43,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.51s/it, loss=1.004, mat=0.003, sens=1.430, deg=0.00
Ep 067/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:40,  1.51s/it, loss=1.004, mat=0.003, sens=1.430, deg=0.00
Ep 067/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:40,  1.51s/it, loss=0.915, mat=0.003, sens=1.305, deg=0.00
Ep 067/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.50s/it, loss=0.915, mat=0.003, sens=1.305, deg=0.00
Ep 067/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.50s/it, loss=1.139, mat=0.004, sens=1.537, deg=0.00
Ep 067/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:38,  1.53s/it, loss=1.139, mat=0.004, sens=1.537, deg=0.00
Ep 067/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:38,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.53s/it, loss=0.984, mat=0.002, sens=1.403, deg=0.00
Ep 067/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:35,  1.53s/it, loss=0.984, mat=0.002, sens=1.403, deg=0.00
Ep 067/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:35,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.52s/it, loss=1.098, mat=0.003, sens=1.565, deg=0.00
Ep 067/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.52s/it, loss=1.098, mat=0.003, sens=1.565, deg=0.00
Ep 067/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.52s/it, loss=0.959, mat=0.003, sens=1.367, deg=0.00
Ep 067/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.959, mat=0.003, sens=1.367, deg=0.00
Ep 067/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=1.095, mat=0.002, sens=1.562, deg=0.00
Ep 067/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.51s/it, loss=1.095, mat=0.002, sens=1.562, deg=0.00
Ep 067/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.989, mat=0.004, sens=1.410, deg=0.00
Ep 067/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.51s/it, loss=0.989, mat=0.004, sens=1.410, deg=0.00
Ep 067/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  95%|▉| 251/264 [06:20<00:19,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.690, mat=0.004, sens=0.984, deg=0.00
Ep 067/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.50s/it, loss=0.690, mat=0.004, sens=0.984, deg=0.00
Ep 067/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.50s/it, loss=0.724, mat=0.003, sens=1.032, deg=0.00
Ep 067/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.50s/it, loss=0.724, mat=0.003, sens=1.032, deg=0.00
Ep 067/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.50s/it, loss=0.839, mat=0.003, sens=1.196, deg=0.00
Ep 067/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.53s/it, loss=0.839, mat=0.003, sens=1.196, deg=0.00
Ep 067/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 067/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.50s/it, loss=0.850, mat=0.002, sens=1.214, deg=0.00
Ep 067/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.51s/it, loss=0.850, mat=0.002, sens=1.214, deg=0.00
                                                                                                              
Epoch 067/100 [S4:finetune]  loss=0.4450  mat=0.0032  sens=0.6309  deg=0.0002  orth=0.0024  α=0.3 β=0.7 γ=0.2  400s

Ep 068/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 068/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.879, mat=0.003, sens=1.254, deg=0.000]
Ep 068/100 [S4:finetune]:   0%| | 1/264 [00:02<09:44,  2.22s/it, loss=0.879, mat=0.003, sens=1.254, deg=0.000]
Ep 068/100 [S4:finetune]:   0%| | 1/264 [00:03<09:44,  2.22s/it, loss=0.819, mat=0.004, sens=1.153, deg=0.000]
Ep 068/100 [S4:finetune]:   1%| | 2/264 [00:03<07:50,  1.80s/it, loss=0.819, mat=0.004, sens=1.153, deg=0.000]
Ep 068/100 [S4:finetune]:   1%| | 2/264 [00:05<07:50,  1.80s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 068/100 [S4:finetune]:   1%| | 3/264 [00:05<07:13,  1.66s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 068/100 [S4:finetune]:   1%| | 3/264 [00:06<07:13,  1.66s/it, loss=0.960, mat=0.003, sens=1.367, deg=0.000]
Ep 068/100 [S4:finetune]:   2%| | 4/264 [00:06<06:55,  1.60s/it, loss=0.960, mat=0.003, sens=1.367, deg=0.000]
Ep 068/100 [S4:finetune]:   2%| | 4/264 [00:08<06:55,  1.60s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 068/100 [S4:finetune]:   2%| | 5/264 [00:08<06:44,  1.56s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 068/100 [S4:finetune]:   2%| | 5/264 [00:09<06:44,  1.56s/it, loss=0.891, mat=0.002, sens=1.270, deg=0.000]
Ep 068/100 [S4:finetune]:   2%| | 6/264 [00:09<06:37,  1.54s/it, loss=0.891, mat=0.002, sens=1.270, deg=0.000]
Ep 068/100 [S4:finetune]:   2%| | 6/264 [00:11<06:37,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 068/100 [S4:finetune]:   3%| | 7/264 [00:11<06:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 068/100 [S4:finetune]:   3%| | 7/264 [00:12<06:32,  1.53s/it, loss=0.906, mat=0.003, sens=1.292, deg=0.000]
Ep 068/100 [S4:finetune]:   3%| | 8/264 [00:12<06:29,  1.52s/it, loss=0.906, mat=0.003, sens=1.292, deg=0.000]
Ep 068/100 [S4:finetune]:   3%| | 8/264 [00:14<06:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 068/100 [S4:finetune]:   3%| | 9/264 [00:14<06:35,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 068/100 [S4:finetune]:   3%| | 9/264 [00:15<06:35,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 068/100 [S4:finetune]:   4%| | 10/264 [00:15<06:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   4%| | 10/264 [00:17<06:29,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   4%| | 11/264 [00:17<06:25,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   4%| | 11/264 [00:18<06:25,  1.53s/it, loss=0.914, mat=0.004, sens=1.303, deg=0.000
Ep 068/100 [S4:finetune]:   5%| | 12/264 [00:18<06:22,  1.52s/it, loss=0.914, mat=0.004, sens=1.303, deg=0.000
Ep 068/100 [S4:finetune]:   5%| | 12/264 [00:20<06:22,  1.52s/it, loss=0.174, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   5%| | 13/264 [00:20<06:19,  1.51s/it, loss=0.174, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   5%| | 13/264 [00:21<06:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.960, mat=0.003, sens=1.370, deg=0.000
Ep 068/100 [S4:finetune]:   6%| | 15/264 [00:23<06:15,  1.51s/it, loss=0.960, mat=0.003, sens=1.370, deg=0.000
Ep 068/100 [S4:finetune]:   6%| | 15/264 [00:24<06:15,  1.51s/it, loss=0.874, mat=0.003, sens=1.246, deg=0.000
Ep 068/100 [S4:finetune]:   6%| | 16/264 [00:24<06:13,  1.51s/it, loss=0.874, mat=0.003, sens=1.246, deg=0.000
Ep 068/100 [S4:finetune]:   6%| | 16/264 [00:26<06:13,  1.51s/it, loss=1.001, mat=0.002, sens=1.428, deg=0.000
Ep 068/100 [S4:finetune]:   6%| | 17/264 [00:26<06:11,  1.51s/it, loss=1.001, mat=0.002, sens=1.428, deg=0.000
Ep 068/100 [S4:finetune]:   6%| | 17/264 [00:27<06:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   7%| | 18/264 [00:27<06:10,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   7%| | 18/264 [00:29<06:10,  1.51s/it, loss=0.849, mat=0.002, sens=1.211, deg=0.000
Ep 068/100 [S4:finetune]:   7%| | 19/264 [00:29<06:08,  1.50s/it, loss=0.849, mat=0.002, sens=1.211, deg=0.000
Ep 068/100 [S4:finetune]:   7%| | 19/264 [00:30<06:08,  1.50s/it, loss=0.847, mat=0.002, sens=1.208, deg=0.000
Ep 068/100 [S4:finetune]:   8%| | 20/264 [00:30<06:07,  1.51s/it, loss=0.847, mat=0.002, sens=1.208, deg=0.000
Ep 068/100 [S4:finetune]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   8%| | 21/264 [00:32<06:05,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:   8%| | 21/264 [00:33<06:05,  1.50s/it, loss=1.031, mat=0.003, sens=1.470, deg=0.000
Ep 068/100 [S4:finetune]:   8%| | 22/264 [00:33<06:03,  1.50s/it, loss=1.031, mat=0.003, sens=1.470, deg=0.000
Ep 068/100 [S4:finetune]:   8%| | 22/264 [00:35<06:03,  1.50s/it, loss=0.996, mat=0.004, sens=1.419, deg=0.000
Ep 068/100 [S4:finetune]:   9%| | 23/264 [00:35<06:07,  1.52s/it, loss=0.996, mat=0.004, sens=1.419, deg=0.000
Ep 068/100 [S4:finetune]:   9%| | 23/264 [00:36<06:07,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 068/100 [S4:finetune]:   9%| | 24/264 [00:36<06:07,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 068/100 [S4:finetune]:   9%| | 24/264 [00:38<06:07,  1.53s/it, loss=1.132, mat=0.004, sens=1.613, deg=0.000
Ep 068/100 [S4:finetune]:   9%| | 25/264 [00:38<06:04,  1.53s/it, loss=1.132, mat=0.004, sens=1.613, deg=0.000
Ep 068/100 [S4:finetune]:   9%| | 25/264 [00:40<06:04,  1.53s/it, loss=1.073, mat=0.004, sens=1.531, deg=0.001
Ep 068/100 [S4:finetune]:  10%| | 26/264 [00:40<06:01,  1.52s/it, loss=1.073, mat=0.004, sens=1.531, deg=0.001
Ep 068/100 [S4:finetune]:  10%| | 26/264 [00:41<06:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.005
Ep 068/100 [S4:finetune]:  10%| | 27/264 [00:41<05:59,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.005
Ep 068/100 [S4:finetune]:  10%| | 27/264 [00:43<05:59,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  11%| | 28/264 [00:43<05:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  11%| | 28/264 [00:44<05:57,  1.51s/it, loss=0.974, mat=0.003, sens=1.389, deg=0.000
Ep 068/100 [S4:finetune]:  11%| | 29/264 [00:44<05:54,  1.51s/it, loss=0.974, mat=0.003, sens=1.389, deg=0.000
Ep 068/100 [S4:finetune]:  11%| | 29/264 [00:46<05:54,  1.51s/it, loss=1.080, mat=0.004, sens=1.540, deg=0.000
Ep 068/100 [S4:finetune]:  11%| | 30/264 [00:46<05:53,  1.51s/it, loss=1.080, mat=0.004, sens=1.540, deg=0.000
Ep 068/100 [S4:finetune]:  11%| | 30/264 [00:47<05:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  12%| | 31/264 [00:47<05:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  12%| | 31/264 [00:49<05:51,  1.51s/it, loss=0.978, mat=0.003, sens=1.394, deg=0.000
Ep 068/100 [S4:finetune]:  12%| | 32/264 [00:49<05:49,  1.51s/it, loss=0.978, mat=0.003, sens=1.394, deg=0.000
Ep 068/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=0.939, mat=0.004, sens=1.336, deg=0.000
Ep 068/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.939, mat=0.004, sens=1.336, deg=0.000
Ep 068/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:48,  1.51s/it, loss=1.085, mat=0.003, sens=1.547, deg=0.000
Ep 068/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:46,  1.51s/it, loss=1.085, mat=0.003, sens=1.547, deg=0.000
Ep 068/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 068/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 068/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:44,  1.51s/it, loss=1.018, mat=0.002, sens=1.451, deg=0.000
Ep 068/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:42,  1.50s/it, loss=1.018, mat=0.002, sens=1.451, deg=0.000
Ep 068/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:42,  1.50s/it, loss=1.107, mat=0.003, sens=1.575, deg=0.000
Ep 068/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:41,  1.51s/it, loss=1.107, mat=0.003, sens=1.575, deg=0.000
Ep 068/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:41,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:39,  1.50s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:39,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:38,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:38,  1.50s/it, loss=1.090, mat=0.003, sens=1.554, deg=0.000
Ep 068/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:37,  1.51s/it, loss=1.090, mat=0.003, sens=1.554, deg=0.000
Ep 068/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:37,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 068/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:35,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 068/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:35,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 068/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:33,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 068/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:33,  1.50s/it, loss=0.953, mat=0.002, sens=1.360, deg=0.000
Ep 068/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:32,  1.50s/it, loss=0.953, mat=0.002, sens=1.360, deg=0.000
Ep 068/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:32,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:30,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:30,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:29,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:29,  1.50s/it, loss=0.964, mat=0.002, sens=1.374, deg=0.000
Ep 068/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:27,  1.50s/it, loss=0.964, mat=0.002, sens=1.374, deg=0.000
Ep 068/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:27,  1.50s/it, loss=1.114, mat=0.004, sens=1.590, deg=0.000
Ep 068/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:25,  1.50s/it, loss=1.114, mat=0.004, sens=1.590, deg=0.000
Ep 068/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:25,  1.50s/it, loss=1.067, mat=0.003, sens=1.522, deg=0.000
Ep 068/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=1.067, mat=0.003, sens=1.522, deg=0.000
Ep 068/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=1.207, mat=0.004, sens=1.722, deg=0.000
Ep 068/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:25,  1.51s/it, loss=1.207, mat=0.004, sens=1.722, deg=0.000
Ep 068/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:25,  1.51s/it, loss=1.031, mat=0.004, sens=1.469, deg=0.000
Ep 068/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:23,  1.51s/it, loss=1.031, mat=0.004, sens=1.469, deg=0.000
Ep 068/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:23,  1.51s/it, loss=1.232, mat=0.004, sens=1.755, deg=0.002
Ep 068/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:20,  1.51s/it, loss=1.232, mat=0.004, sens=1.755, deg=0.002
Ep 068/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:20,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:22,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:22,  1.53s/it, loss=1.136, mat=0.003, sens=1.620, deg=0.000
Ep 068/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:19,  1.52s/it, loss=1.136, mat=0.003, sens=1.620, deg=0.000
Ep 068/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:19,  1.52s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:16,  1.52s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:14,  1.51s/it, loss=1.060, mat=0.003, sens=1.511, deg=0.000
Ep 068/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:12,  1.51s/it, loss=1.060, mat=0.003, sens=1.511, deg=0.000
Ep 068/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:12,  1.51s/it, loss=1.032, mat=0.003, sens=1.468, deg=0.000
Ep 068/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:10,  1.51s/it, loss=1.032, mat=0.003, sens=1.468, deg=0.000
Ep 068/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:10,  1.51s/it, loss=1.003, mat=0.003, sens=1.427, deg=0.000
Ep 068/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:08,  1.51s/it, loss=1.003, mat=0.003, sens=1.427, deg=0.000
Ep 068/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:08,  1.51s/it, loss=0.935, mat=0.003, sens=1.330, deg=0.000
Ep 068/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:07,  1.51s/it, loss=0.935, mat=0.003, sens=1.330, deg=0.000
Ep 068/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:07,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:05,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:04,  1.51s/it, loss=1.094, mat=0.004, sens=1.559, deg=0.000
Ep 068/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:02,  1.51s/it, loss=1.094, mat=0.004, sens=1.559, deg=0.000
Ep 068/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:02,  1.51s/it, loss=1.026, mat=0.004, sens=1.462, deg=0.000
Ep 068/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:01,  1.51s/it, loss=1.026, mat=0.004, sens=1.462, deg=0.000
Ep 068/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:01,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  25%|▏| 65/264 [01:38<04:59,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  25%|▏| 65/264 [01:40<04:59,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:57,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:57,  1.50s/it, loss=1.039, mat=0.003, sens=1.479, deg=0.000
Ep 068/100 [S4:finetune]:  25%|▎| 67/264 [01:41<05:00,  1.53s/it, loss=1.039, mat=0.003, sens=1.479, deg=0.000
Ep 068/100 [S4:finetune]:  25%|▎| 67/264 [01:43<05:00,  1.53s/it, loss=1.010, mat=0.003, sens=1.439, deg=0.000
Ep 068/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:57,  1.52s/it, loss=1.010, mat=0.003, sens=1.439, deg=0.000
Ep 068/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:57,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:55,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:55,  1.52s/it, loss=1.028, mat=0.003, sens=1.464, deg=0.000
Ep 068/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:53,  1.51s/it, loss=1.028, mat=0.003, sens=1.464, deg=0.000
Ep 068/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:53,  1.51s/it, loss=1.119, mat=0.003, sens=1.596, deg=0.000
Ep 068/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:51,  1.51s/it, loss=1.119, mat=0.003, sens=1.596, deg=0.000
Ep 068/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:51,  1.51s/it, loss=1.078, mat=0.004, sens=1.537, deg=0.000
Ep 068/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:50,  1.51s/it, loss=1.078, mat=0.004, sens=1.537, deg=0.000
Ep 068/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:50,  1.51s/it, loss=1.258, mat=0.002, sens=1.564, deg=0.000
Ep 068/100 [S4:finetune]:  28%|▎| 73/264 [01:50<04:50,  1.52s/it, loss=1.258, mat=0.002, sens=1.564, deg=0.000
Ep 068/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:50,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:48,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  28%|▎| 75/264 [01:53<04:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:46,  1.51s/it, loss=1.114, mat=0.003, sens=1.571, deg=0.000
Ep 068/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:44,  1.51s/it, loss=1.114, mat=0.003, sens=1.571, deg=0.000
Ep 068/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  29%|▎| 77/264 [01:56<04:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:42,  1.51s/it, loss=1.108, mat=0.003, sens=1.563, deg=0.001
Ep 068/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=1.108, mat=0.003, sens=1.563, deg=0.001
Ep 068/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:40,  1.51s/it, loss=0.988, mat=0.004, sens=1.408, deg=0.000
Ep 068/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:42,  1.53s/it, loss=0.988, mat=0.004, sens=1.408, deg=0.000
Ep 068/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:42,  1.53s/it, loss=1.186, mat=0.005, sens=1.689, deg=0.000
Ep 068/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:39,  1.52s/it, loss=1.186, mat=0.005, sens=1.689, deg=0.000
Ep 068/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:39,  1.52s/it, loss=1.020, mat=0.002, sens=1.454, deg=0.000
Ep 068/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:37,  1.52s/it, loss=1.020, mat=0.002, sens=1.454, deg=0.000
Ep 068/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:37,  1.52s/it, loss=1.003, mat=0.003, sens=1.428, deg=0.000
Ep 068/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:35,  1.51s/it, loss=1.003, mat=0.003, sens=1.428, deg=0.000
Ep 068/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:35,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:33,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:33,  1.51s/it, loss=1.052, mat=0.004, sens=1.500, deg=0.001
Ep 068/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:31,  1.51s/it, loss=1.052, mat=0.004, sens=1.500, deg=0.001
Ep 068/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:27,  1.51s/it, loss=1.199, mat=0.003, sens=1.710, deg=0.001
Ep 068/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:26,  1.50s/it, loss=1.199, mat=0.003, sens=1.710, deg=0.001
Ep 068/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.50s/it, loss=1.139, mat=0.004, sens=1.620, deg=0.017
Ep 068/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:24,  1.50s/it, loss=1.139, mat=0.004, sens=1.620, deg=0.017
Ep 068/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:24,  1.50s/it, loss=0.069, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:23,  1.50s/it, loss=0.069, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:23,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:21,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:21,  1.50s/it, loss=1.032, mat=0.002, sens=1.472, deg=0.000
Ep 068/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:20,  1.50s/it, loss=1.032, mat=0.002, sens=1.472, deg=0.000
Ep 068/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:20,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:18,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 068/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:18,  1.50s/it, loss=0.973, mat=0.003, sens=1.387, deg=0.000
Ep 068/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:17,  1.50s/it, loss=0.973, mat=0.003, sens=1.387, deg=0.000
Ep 068/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:17,  1.50s/it, loss=0.977, mat=0.003, sens=1.389, deg=0.000
Ep 068/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:15,  1.50s/it, loss=0.977, mat=0.003, sens=1.389, deg=0.000
Ep 068/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:15,  1.50s/it, loss=1.089, mat=0.005, sens=1.551, deg=0.000
Ep 068/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:14,  1.51s/it, loss=1.089, mat=0.005, sens=1.551, deg=0.000
Ep 068/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:14,  1.51s/it, loss=0.883, mat=0.003, sens=1.259, deg=0.000
Ep 068/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:13,  1.51s/it, loss=0.883, mat=0.003, sens=1.259, deg=0.000
Ep 068/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=0.903, mat=0.002, sens=1.288, deg=0.000
Ep 068/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:15,  1.53s/it, loss=0.903, mat=0.002, sens=1.288, deg=0.000
Ep 068/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:15,  1.53s/it, loss=0.925, mat=0.002, sens=1.312, deg=0.000
Ep 068/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:14,  1.53s/it, loss=0.925, mat=0.002, sens=1.312, deg=0.000
Ep 068/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:14,  1.53s/it, loss=0.982, mat=0.004, sens=1.400, deg=0.000
Ep 068/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:12,  1.53s/it, loss=0.982, mat=0.004, sens=1.400, deg=0.000
Ep 068/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:12,  1.53s/it, loss=1.083, mat=0.003, sens=1.545, deg=0.000
Ep 068/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:09,  1.52s/it, loss=1.083, mat=0.003, sens=1.545, deg=0.00
Ep 068/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:09,  1.52s/it, loss=1.152, mat=0.004, sens=1.641, deg=0.00
Ep 068/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:07,  1.52s/it, loss=1.152, mat=0.004, sens=1.641, deg=0.00
Ep 068/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:05,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:05,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:01,  1.51s/it, loss=1.004, mat=0.002, sens=1.432, deg=0.00
Ep 068/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:00,  1.51s/it, loss=1.004, mat=0.002, sens=1.432, deg=0.00
Ep 068/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  40%|▍| 106/264 [02:40<03:58,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:58,  1.51s/it, loss=0.910, mat=0.003, sens=1.294, deg=0.00
Ep 068/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:56,  1.51s/it, loss=0.910, mat=0.003, sens=1.294, deg=0.00
Ep 068/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:56,  1.51s/it, loss=1.004, mat=0.003, sens=1.431, deg=0.00
Ep 068/100 [S4:finetune]:  41%|▍| 108/264 [02:43<03:54,  1.50s/it, loss=1.004, mat=0.003, sens=1.431, deg=0.00
Ep 068/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:54,  1.50s/it, loss=0.906, mat=0.002, sens=1.293, deg=0.00
Ep 068/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:53,  1.51s/it, loss=0.906, mat=0.002, sens=1.293, deg=0.00
Ep 068/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:53,  1.51s/it, loss=1.090, mat=0.003, sens=1.554, deg=0.00
Ep 068/100 [S4:finetune]:  42%|▍| 110/264 [02:46<03:51,  1.51s/it, loss=1.090, mat=0.003, sens=1.554, deg=0.00
Ep 068/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:51,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:50,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:50,  1.51s/it, loss=0.974, mat=0.004, sens=1.387, deg=0.00
Ep 068/100 [S4:finetune]:  42%|▍| 112/264 [02:49<03:52,  1.53s/it, loss=0.974, mat=0.004, sens=1.387, deg=0.00
Ep 068/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:52,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:49,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=1.138, mat=0.004, sens=1.623, deg=0.00
Ep 068/100 [S4:finetune]:  43%|▍| 114/264 [02:52<03:47,  1.52s/it, loss=1.138, mat=0.004, sens=1.623, deg=0.00
Ep 068/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:47,  1.52s/it, loss=1.046, mat=0.004, sens=1.486, deg=0.00
Ep 068/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:45,  1.51s/it, loss=1.046, mat=0.004, sens=1.486, deg=0.00
Ep 068/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.944, mat=0.003, sens=1.345, deg=0.00
Ep 068/100 [S4:finetune]:  44%|▍| 116/264 [02:55<03:43,  1.51s/it, loss=0.944, mat=0.003, sens=1.345, deg=0.00
Ep 068/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:43,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:41,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:41,  1.51s/it, loss=1.039, mat=0.003, sens=1.482, deg=0.00
Ep 068/100 [S4:finetune]:  45%|▍| 118/264 [02:58<03:40,  1.51s/it, loss=1.039, mat=0.003, sens=1.482, deg=0.00
Ep 068/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.876, mat=0.005, sens=1.247, deg=0.00
Ep 068/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:38,  1.51s/it, loss=0.876, mat=0.005, sens=1.247, deg=0.00
Ep 068/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:38,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  45%|▍| 120/264 [03:01<03:36,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:36,  1.51s/it, loss=0.898, mat=0.004, sens=1.277, deg=0.00
Ep 068/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:35,  1.50s/it, loss=0.898, mat=0.004, sens=1.277, deg=0.00
Ep 068/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:35,  1.50s/it, loss=0.905, mat=0.004, sens=1.289, deg=0.00
Ep 068/100 [S4:finetune]:  46%|▍| 122/264 [03:04<03:33,  1.51s/it, loss=0.905, mat=0.004, sens=1.289, deg=0.00
Ep 068/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:33,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:33,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:33,  1.52s/it, loss=0.970, mat=0.003, sens=1.378, deg=0.00
Ep 068/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:35,  1.54s/it, loss=0.970, mat=0.003, sens=1.378, deg=0.00
Ep 068/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:35,  1.54s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:32,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:32,  1.53s/it, loss=1.076, mat=0.004, sens=1.534, deg=0.00
Ep 068/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:30,  1.52s/it, loss=1.076, mat=0.004, sens=1.534, deg=0.00
Ep 068/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:30,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:27,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:27,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:25,  1.51s/it, loss=0.866, mat=0.003, sens=1.235, deg=0.00
Ep 068/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:23,  1.51s/it, loss=0.866, mat=0.003, sens=1.235, deg=0.00
Ep 068/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:23,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:21,  1.51s/it, loss=0.846, mat=0.003, sens=1.205, deg=0.00
Ep 068/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.51s/it, loss=0.846, mat=0.003, sens=1.205, deg=0.00
Ep 068/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.51s/it, loss=0.894, mat=0.003, sens=1.276, deg=0.00
Ep 068/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:18,  1.51s/it, loss=0.894, mat=0.003, sens=1.276, deg=0.00
Ep 068/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:17,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:17,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:14,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:14,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:12,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:11,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:11,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:09,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:09,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:07,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:07,  1.50s/it, loss=0.948, mat=0.003, sens=1.353, deg=0.00
Ep 068/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:06,  1.50s/it, loss=0.948, mat=0.003, sens=1.353, deg=0.00
Ep 068/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:06,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:04,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:04,  1.50s/it, loss=0.946, mat=0.002, sens=1.349, deg=0.00
Ep 068/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:03,  1.51s/it, loss=0.946, mat=0.002, sens=1.349, deg=0.00
Ep 068/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:03,  1.51s/it, loss=0.939, mat=0.003, sens=1.340, deg=0.00
Ep 068/100 [S4:finetune]:  54%|▌| 143/264 [03:36<03:05,  1.53s/it, loss=0.939, mat=0.003, sens=1.340, deg=0.00
Ep 068/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:05,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:02,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  55%|▌| 145/264 [03:39<03:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:00,  1.52s/it, loss=1.070, mat=0.003, sens=1.525, deg=0.00
Ep 068/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:58,  1.51s/it, loss=1.070, mat=0.003, sens=1.525, deg=0.00
Ep 068/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:58,  1.51s/it, loss=0.981, mat=0.003, sens=1.395, deg=0.00
Ep 068/100 [S4:finetune]:  56%|▌| 147/264 [03:42<02:57,  1.52s/it, loss=0.981, mat=0.003, sens=1.395, deg=0.00
Ep 068/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:56,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  56%|▌| 149/264 [03:45<02:53,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.963, mat=0.004, sens=1.373, deg=0.00
Ep 068/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:52,  1.51s/it, loss=0.963, mat=0.004, sens=1.373, deg=0.00
Ep 068/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:52,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  57%|▌| 151/264 [03:48<02:50,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:48,  1.51s/it, loss=1.019, mat=0.003, sens=1.455, deg=0.00
Ep 068/100 [S4:finetune]:  58%|▌| 153/264 [03:51<02:47,  1.51s/it, loss=1.019, mat=0.003, sens=1.455, deg=0.00
Ep 068/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:45,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:45,  1.51s/it, loss=0.028, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  59%|▌| 155/264 [03:54<02:44,  1.51s/it, loss=0.028, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.947, mat=0.002, sens=1.342, deg=0.00
Ep 068/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.51s/it, loss=0.947, mat=0.002, sens=1.342, deg=0.00
Ep 068/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:42,  1.51s/it, loss=1.100, mat=0.004, sens=1.569, deg=0.00
Ep 068/100 [S4:finetune]:  59%|▌| 157/264 [03:57<02:43,  1.53s/it, loss=1.100, mat=0.004, sens=1.569, deg=0.00
Ep 068/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:43,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:41,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:41,  1.52s/it, loss=1.080, mat=0.003, sens=1.541, deg=0.00
Ep 068/100 [S4:finetune]:  60%|▌| 159/264 [04:00<02:39,  1.52s/it, loss=1.080, mat=0.003, sens=1.541, deg=0.00
Ep 068/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.52s/it, loss=0.952, mat=0.004, sens=1.357, deg=0.00
Ep 068/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:37,  1.51s/it, loss=0.952, mat=0.004, sens=1.357, deg=0.00
Ep 068/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:37,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  61%|▌| 161/264 [04:03<02:35,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.958, mat=0.004, sens=1.365, deg=0.00
Ep 068/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:33,  1.51s/it, loss=0.958, mat=0.004, sens=1.365, deg=0.00
Ep 068/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:33,  1.51s/it, loss=0.939, mat=0.002, sens=1.340, deg=0.00
Ep 068/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:32,  1.51s/it, loss=0.939, mat=0.002, sens=1.340, deg=0.00
Ep 068/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:30,  1.51s/it, loss=0.929, mat=0.003, sens=1.325, deg=0.00
Ep 068/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:28,  1.50s/it, loss=0.929, mat=0.003, sens=1.325, deg=0.00
Ep 068/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:28,  1.50s/it, loss=1.016, mat=0.002, sens=1.450, deg=0.00
Ep 068/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:27,  1.50s/it, loss=1.016, mat=0.002, sens=1.450, deg=0.00
Ep 068/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:27,  1.50s/it, loss=1.068, mat=0.003, sens=1.520, deg=0.00
Ep 068/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:26,  1.51s/it, loss=1.068, mat=0.003, sens=1.520, deg=0.00
Ep 068/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:24,  1.51s/it, loss=0.963, mat=0.003, sens=1.374, deg=0.00
Ep 068/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:25,  1.53s/it, loss=0.963, mat=0.003, sens=1.374, deg=0.00
Ep 068/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:25,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:23,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:21,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:20,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:16,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.856, mat=0.003, sens=1.222, deg=0.00
Ep 068/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:12,  1.51s/it, loss=0.856, mat=0.003, sens=1.222, deg=0.00
Ep 068/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.934, mat=0.003, sens=1.333, deg=0.00
Ep 068/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:11,  1.51s/it, loss=0.934, mat=0.003, sens=1.333, deg=0.00
Ep 068/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.878, mat=0.003, sens=1.251, deg=0.00
Ep 068/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:09,  1.51s/it, loss=0.878, mat=0.003, sens=1.251, deg=0.00
Ep 068/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:09,  1.51s/it, loss=0.774, mat=0.004, sens=1.101, deg=0.00
Ep 068/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:08,  1.51s/it, loss=0.774, mat=0.004, sens=1.101, deg=0.00
Ep 068/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=1.054, mat=0.003, sens=1.503, deg=0.00
Ep 068/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:06,  1.51s/it, loss=1.054, mat=0.003, sens=1.503, deg=0.00
Ep 068/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:06,  1.51s/it, loss=0.892, mat=0.003, sens=1.271, deg=0.00
Ep 068/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.892, mat=0.003, sens=1.271, deg=0.00
Ep 068/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=1.018, mat=0.002, sens=1.449, deg=0.00
Ep 068/100 [S4:finetune]:  69%|▋| 182/264 [04:35<02:03,  1.51s/it, loss=1.018, mat=0.002, sens=1.449, deg=0.00
Ep 068/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:01,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:01,  1.51s/it, loss=0.947, mat=0.005, sens=1.350, deg=0.00
Ep 068/100 [S4:finetune]:  70%|▋| 184/264 [04:38<02:00,  1.50s/it, loss=0.947, mat=0.005, sens=1.350, deg=0.00
Ep 068/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:00,  1.50s/it, loss=0.858, mat=0.003, sens=1.224, deg=0.00
Ep 068/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:58,  1.50s/it, loss=0.858, mat=0.003, sens=1.224, deg=0.00
Ep 068/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:58,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  70%|▋| 186/264 [04:41<01:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:57,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:57,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  71%|▋| 188/264 [04:44<01:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:55,  1.52s/it, loss=0.935, mat=0.002, sens=1.331, deg=0.00
Ep 068/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.52s/it, loss=0.935, mat=0.002, sens=1.331, deg=0.00
Ep 068/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.52s/it, loss=0.961, mat=0.004, sens=1.370, deg=0.00
Ep 068/100 [S4:finetune]:  72%|▋| 190/264 [04:47<01:52,  1.51s/it, loss=0.961, mat=0.004, sens=1.370, deg=0.00
Ep 068/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:50,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  73%|▋| 192/264 [04:50<01:48,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:48,  1.51s/it, loss=0.887, mat=0.003, sens=1.249, deg=0.00
Ep 068/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.51s/it, loss=0.887, mat=0.003, sens=1.249, deg=0.00
Ep 068/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:47,  1.51s/it, loss=0.904, mat=0.004, sens=1.286, deg=0.00
Ep 068/100 [S4:finetune]:  73%|▋| 194/264 [04:53<01:45,  1.51s/it, loss=0.904, mat=0.004, sens=1.286, deg=0.00
Ep 068/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:44,  1.51s/it, loss=0.899, mat=0.003, sens=1.281, deg=0.00
Ep 068/100 [S4:finetune]:  74%|▋| 196/264 [04:56<01:42,  1.51s/it, loss=0.899, mat=0.003, sens=1.281, deg=0.00
Ep 068/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.850, mat=0.003, sens=1.210, deg=0.00
Ep 068/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:41,  1.51s/it, loss=0.850, mat=0.003, sens=1.210, deg=0.00
Ep 068/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  75%|▊| 198/264 [04:59<01:39,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.51s/it, loss=0.766, mat=0.003, sens=1.092, deg=0.00
Ep 068/100 [S4:finetune]:  76%|▊| 200/264 [05:02<01:36,  1.51s/it, loss=0.766, mat=0.003, sens=1.092, deg=0.00
Ep 068/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.800, mat=0.003, sens=1.141, deg=0.00
Ep 068/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:35,  1.51s/it, loss=0.800, mat=0.003, sens=1.141, deg=0.00
Ep 068/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.51s/it, loss=0.860, mat=0.003, sens=1.226, deg=0.00
Ep 068/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:34,  1.53s/it, loss=0.860, mat=0.003, sens=1.226, deg=0.00
Ep 068/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:34,  1.53s/it, loss=0.870, mat=0.004, sens=1.239, deg=0.00
Ep 068/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:32,  1.52s/it, loss=0.870, mat=0.004, sens=1.239, deg=0.00
Ep 068/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.52s/it, loss=0.803, mat=0.003, sens=1.144, deg=0.00
Ep 068/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:31,  1.52s/it, loss=0.803, mat=0.003, sens=1.144, deg=0.00
Ep 068/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:31,  1.52s/it, loss=0.902, mat=0.002, sens=1.286, deg=0.00
Ep 068/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:29,  1.52s/it, loss=0.902, mat=0.002, sens=1.286, deg=0.00
Ep 068/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:26,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.850, mat=0.002, sens=1.208, deg=0.00
Ep 068/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:22,  1.51s/it, loss=0.850, mat=0.002, sens=1.208, deg=0.00
Ep 068/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:22,  1.51s/it, loss=0.911, mat=0.003, sens=1.299, deg=0.00
Ep 068/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:21,  1.51s/it, loss=0.911, mat=0.003, sens=1.299, deg=0.00
Ep 068/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.51s/it, loss=0.791, mat=0.004, sens=1.128, deg=0.00
Ep 068/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:19,  1.51s/it, loss=0.791, mat=0.004, sens=1.128, deg=0.00
Ep 068/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:19,  1.51s/it, loss=0.850, mat=0.003, sens=1.212, deg=0.00
Ep 068/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.51s/it, loss=0.850, mat=0.003, sens=1.212, deg=0.00
Ep 068/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.929, mat=0.003, sens=1.324, deg=0.00
Ep 068/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:16,  1.51s/it, loss=0.929, mat=0.003, sens=1.324, deg=0.00
Ep 068/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:16,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.52s/it, loss=0.970, mat=0.003, sens=1.384, deg=0.00
Ep 068/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:08,  1.51s/it, loss=0.970, mat=0.003, sens=1.384, deg=0.00
Ep 068/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:08,  1.51s/it, loss=0.965, mat=0.004, sens=1.376, deg=0.00
Ep 068/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.52s/it, loss=0.965, mat=0.004, sens=1.376, deg=0.00
Ep 068/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:05,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.52s/it, loss=0.899, mat=0.003, sens=1.280, deg=0.00
Ep 068/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:02,  1.51s/it, loss=0.899, mat=0.003, sens=1.280, deg=0.00
Ep 068/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:02,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:00,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.51s/it, loss=0.976, mat=0.003, sens=1.393, deg=0.00
Ep 068/100 [S4:finetune]:  85%|▊| 225/264 [05:40<00:58,  1.51s/it, loss=0.976, mat=0.003, sens=1.393, deg=0.00
Ep 068/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.906, mat=0.004, sens=1.292, deg=0.00
Ep 068/100 [S4:finetune]:  86%|▊| 227/264 [05:43<00:55,  1.51s/it, loss=0.906, mat=0.004, sens=1.292, deg=0.00
Ep 068/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  87%|▊| 229/264 [05:46<00:52,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=1.039, mat=0.004, sens=1.479, deg=0.00
Ep 068/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=1.039, mat=0.004, sens=1.479, deg=0.00
Ep 068/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  88%|▉| 231/264 [05:49<00:49,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=1.013, mat=0.005, sens=1.442, deg=0.00
Ep 068/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=1.013, mat=0.005, sens=1.442, deg=0.00
Ep 068/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.902, mat=0.003, sens=1.286, deg=0.00
Ep 068/100 [S4:finetune]:  88%|▉| 233/264 [05:52<00:47,  1.53s/it, loss=0.902, mat=0.003, sens=1.286, deg=0.00
Ep 068/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:47,  1.53s/it, loss=0.775, mat=0.003, sens=1.104, deg=0.00
Ep 068/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.52s/it, loss=0.775, mat=0.003, sens=1.104, deg=0.00
Ep 068/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  89%|▉| 235/264 [05:55<00:44,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:44,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:42,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  90%|▉| 237/264 [05:58<00:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.51s/it, loss=1.067, mat=0.003, sens=1.523, deg=0.00
Ep 068/100 [S4:finetune]:  91%|▉| 239/264 [06:01<00:37,  1.51s/it, loss=1.067, mat=0.003, sens=1.523, deg=0.00
Ep 068/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=1.015, mat=0.004, sens=1.447, deg=0.00
Ep 068/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.51s/it, loss=1.015, mat=0.004, sens=1.447, deg=0.00
Ep 068/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.986, mat=0.004, sens=1.405, deg=0.00
Ep 068/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.986, mat=0.004, sens=1.405, deg=0.00
Ep 068/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.52s/it, loss=0.943, mat=0.003, sens=1.344, deg=0.00
Ep 068/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.52s/it, loss=0.943, mat=0.003, sens=1.344, deg=0.00
Ep 068/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:26,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:26,  1.54s/it, loss=0.895, mat=0.003, sens=1.276, deg=0.00
Ep 068/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.53s/it, loss=0.895, mat=0.003, sens=1.276, deg=0.00
Ep 068/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.53s/it, loss=0.900, mat=0.003, sens=1.277, deg=0.00
Ep 068/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.52s/it, loss=0.900, mat=0.003, sens=1.277, deg=0.00
Ep 068/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.52s/it, loss=1.024, mat=0.002, sens=1.460, deg=0.00
Ep 068/100 [S4:finetune]:  95%|▉| 251/264 [06:20<00:19,  1.51s/it, loss=1.024, mat=0.002, sens=1.460, deg=0.00
Ep 068/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=1.008, mat=0.002, sens=1.438, deg=0.00
Ep 068/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.51s/it, loss=1.008, mat=0.002, sens=1.438, deg=0.00
Ep 068/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=1.023, mat=0.002, sens=1.460, deg=0.00
Ep 068/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.51s/it, loss=1.023, mat=0.002, sens=1.460, deg=0.00
Ep 068/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.907, mat=0.003, sens=1.295, deg=0.00
Ep 068/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.51s/it, loss=0.907, mat=0.003, sens=1.295, deg=0.00
Ep 068/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.868, mat=0.004, sens=1.237, deg=0.00
Ep 068/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.51s/it, loss=0.868, mat=0.004, sens=1.237, deg=0.00
Ep 068/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.915, mat=0.003, sens=1.305, deg=0.00
Ep 068/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.51s/it, loss=0.915, mat=0.003, sens=1.305, deg=0.00
Ep 068/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.956, mat=0.003, sens=1.353, deg=0.00
Ep 068/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.53s/it, loss=0.956, mat=0.003, sens=1.353, deg=0.00
Ep 068/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.53s/it, loss=0.850, mat=0.003, sens=1.212, deg=0.00
Ep 068/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.52s/it, loss=0.850, mat=0.003, sens=1.212, deg=0.00
Ep 068/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.52s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.846, mat=0.002, sens=1.200, deg=0.00
Ep 068/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.846, mat=0.002, sens=1.200, deg=0.00
Ep 068/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 068/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 068/100 [S4:finetune]  loss=0.5454  mat=0.0032  sens=0.7731  deg=0.0003  orth=0.0032  α=0.3 β=0.7 γ=0.2  400s

Ep 069/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 069/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 069/100 [S4:finetune]:   0%| | 1/264 [00:02<08:50,  2.02s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 069/100 [S4:finetune]:   0%| | 1/264 [00:03<08:50,  2.02s/it, loss=0.887, mat=0.003, sens=1.266, deg=0.000]
Ep 069/100 [S4:finetune]:   1%| | 2/264 [00:03<07:29,  1.72s/it, loss=0.887, mat=0.003, sens=1.266, deg=0.000]
Ep 069/100 [S4:finetune]:   1%| | 2/264 [00:05<07:29,  1.72s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 069/100 [S4:finetune]:   1%| | 3/264 [00:05<07:01,  1.62s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 069/100 [S4:finetune]:   1%| | 3/264 [00:06<07:01,  1.62s/it, loss=0.798, mat=0.002, sens=1.138, deg=0.000]
Ep 069/100 [S4:finetune]:   2%| | 4/264 [00:06<06:51,  1.58s/it, loss=0.798, mat=0.002, sens=1.138, deg=0.000]
Ep 069/100 [S4:finetune]:   2%| | 4/264 [00:08<06:51,  1.58s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 069/100 [S4:finetune]:   2%| | 5/264 [00:08<06:42,  1.55s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000]
Ep 069/100 [S4:finetune]:   2%| | 5/264 [00:09<06:42,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 069/100 [S4:finetune]:   2%| | 6/264 [00:09<06:36,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 069/100 [S4:finetune]:   2%| | 6/264 [00:11<06:36,  1.54s/it, loss=0.947, mat=0.002, sens=1.349, deg=0.000]
Ep 069/100 [S4:finetune]:   3%| | 7/264 [00:11<06:31,  1.52s/it, loss=0.947, mat=0.002, sens=1.349, deg=0.000]
Ep 069/100 [S4:finetune]:   3%| | 7/264 [00:12<06:31,  1.52s/it, loss=0.826, mat=0.002, sens=1.178, deg=0.000]
Ep 069/100 [S4:finetune]:   3%| | 8/264 [00:12<06:28,  1.52s/it, loss=0.826, mat=0.002, sens=1.178, deg=0.000]
Ep 069/100 [S4:finetune]:   3%| | 8/264 [00:14<06:28,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 069/100 [S4:finetune]:   3%| | 9/264 [00:14<06:35,  1.55s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 069/100 [S4:finetune]:   3%| | 9/264 [00:15<06:35,  1.55s/it, loss=0.839, mat=0.002, sens=1.195, deg=0.000]
Ep 069/100 [S4:finetune]:   4%| | 10/264 [00:15<06:30,  1.54s/it, loss=0.839, mat=0.002, sens=1.195, deg=0.000
Ep 069/100 [S4:finetune]:   4%| | 10/264 [00:17<06:30,  1.54s/it, loss=0.846, mat=0.004, sens=1.206, deg=0.000
Ep 069/100 [S4:finetune]:   4%| | 11/264 [00:17<06:26,  1.53s/it, loss=0.846, mat=0.004, sens=1.206, deg=0.000
Ep 069/100 [S4:finetune]:   4%| | 11/264 [00:18<06:26,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   5%| | 12/264 [00:18<06:22,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   5%| | 12/264 [00:20<06:22,  1.52s/it, loss=0.944, mat=0.004, sens=1.341, deg=0.000
Ep 069/100 [S4:finetune]:   5%| | 13/264 [00:20<06:20,  1.51s/it, loss=0.944, mat=0.004, sens=1.341, deg=0.000
Ep 069/100 [S4:finetune]:   5%| | 13/264 [00:21<06:20,  1.51s/it, loss=0.978, mat=0.003, sens=1.390, deg=0.000
Ep 069/100 [S4:finetune]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.978, mat=0.003, sens=1.390, deg=0.000
Ep 069/100 [S4:finetune]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.958, mat=0.004, sens=1.365, deg=0.000
Ep 069/100 [S4:finetune]:   6%| | 15/264 [00:23<06:15,  1.51s/it, loss=0.958, mat=0.004, sens=1.365, deg=0.000
Ep 069/100 [S4:finetune]:   6%| | 15/264 [00:24<06:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   6%| | 16/264 [00:24<06:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   6%| | 16/264 [00:26<06:13,  1.51s/it, loss=0.942, mat=0.004, sens=1.344, deg=0.000
Ep 069/100 [S4:finetune]:   6%| | 17/264 [00:26<06:11,  1.51s/it, loss=0.942, mat=0.004, sens=1.344, deg=0.000
Ep 069/100 [S4:finetune]:   6%| | 17/264 [00:27<06:11,  1.51s/it, loss=0.906, mat=0.002, sens=1.293, deg=0.000
Ep 069/100 [S4:finetune]:   7%| | 18/264 [00:27<06:10,  1.50s/it, loss=0.906, mat=0.002, sens=1.293, deg=0.000
Ep 069/100 [S4:finetune]:   7%| | 18/264 [00:29<06:10,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   7%| | 19/264 [00:29<06:08,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   7%| | 19/264 [00:30<06:08,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   8%| | 20/264 [00:30<06:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   8%| | 21/264 [00:32<06:05,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   8%| | 21/264 [00:33<06:05,  1.51s/it, loss=0.769, mat=0.003, sens=1.097, deg=0.000
Ep 069/100 [S4:finetune]:   8%| | 22/264 [00:33<06:04,  1.51s/it, loss=0.769, mat=0.003, sens=1.097, deg=0.000
Ep 069/100 [S4:finetune]:   8%| | 22/264 [00:35<06:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   9%| | 23/264 [00:35<06:02,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   9%| | 23/264 [00:36<06:02,  1.50s/it, loss=0.846, mat=0.003, sens=1.206, deg=0.000
Ep 069/100 [S4:finetune]:   9%| | 24/264 [00:36<06:00,  1.50s/it, loss=0.846, mat=0.003, sens=1.206, deg=0.000
Ep 069/100 [S4:finetune]:   9%| | 24/264 [00:38<06:00,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   9%| | 25/264 [00:38<05:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:   9%| | 25/264 [00:39<05:59,  1.51s/it, loss=0.885, mat=0.003, sens=1.262, deg=0.000
Ep 069/100 [S4:finetune]:  10%| | 26/264 [00:39<05:58,  1.51s/it, loss=0.885, mat=0.003, sens=1.262, deg=0.000
Ep 069/100 [S4:finetune]:  10%| | 26/264 [00:41<05:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  10%| | 27/264 [00:41<06:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  10%| | 27/264 [00:42<06:01,  1.53s/it, loss=0.926, mat=0.004, sens=1.315, deg=0.000
Ep 069/100 [S4:finetune]:  11%| | 28/264 [00:42<05:59,  1.52s/it, loss=0.926, mat=0.004, sens=1.315, deg=0.000
Ep 069/100 [S4:finetune]:  11%| | 28/264 [00:44<05:59,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  11%| | 29/264 [00:44<05:58,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  11%| | 29/264 [00:45<05:58,  1.53s/it, loss=0.911, mat=0.004, sens=1.300, deg=0.000
Ep 069/100 [S4:finetune]:  11%| | 30/264 [00:45<05:56,  1.53s/it, loss=0.911, mat=0.004, sens=1.300, deg=0.000
Ep 069/100 [S4:finetune]:  11%| | 30/264 [00:47<05:56,  1.53s/it, loss=0.742, mat=0.006, sens=1.055, deg=0.000
Ep 069/100 [S4:finetune]:  12%| | 31/264 [00:47<05:53,  1.52s/it, loss=0.742, mat=0.006, sens=1.055, deg=0.000
Ep 069/100 [S4:finetune]:  12%| | 31/264 [00:48<05:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  12%| | 32/264 [00:48<05:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  12%| | 32/264 [00:50<05:51,  1.51s/it, loss=0.761, mat=0.004, sens=1.084, deg=0.000
Ep 069/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:49,  1.51s/it, loss=0.761, mat=0.004, sens=1.084, deg=0.000
Ep 069/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:49,  1.51s/it, loss=0.832, mat=0.003, sens=1.184, deg=0.000
Ep 069/100 [S4:finetune]:  13%|▏| 34/264 [00:51<05:47,  1.51s/it, loss=0.832, mat=0.003, sens=1.184, deg=0.000
Ep 069/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:47,  1.51s/it, loss=0.788, mat=0.004, sens=1.123, deg=0.000
Ep 069/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:45,  1.51s/it, loss=0.788, mat=0.004, sens=1.123, deg=0.000
Ep 069/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:45,  1.51s/it, loss=0.668, mat=0.004, sens=0.952, deg=0.000
Ep 069/100 [S4:finetune]:  14%|▏| 36/264 [00:54<05:43,  1.51s/it, loss=0.668, mat=0.004, sens=0.952, deg=0.000
Ep 069/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  14%|▏| 38/264 [00:57<05:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:41,  1.51s/it, loss=0.773, mat=0.003, sens=1.102, deg=0.000
Ep 069/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:39,  1.51s/it, loss=0.773, mat=0.003, sens=1.102, deg=0.000
Ep 069/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:39,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  15%|▏| 40/264 [01:00<05:38,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:38,  1.51s/it, loss=0.730, mat=0.004, sens=1.040, deg=0.000
Ep 069/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:36,  1.51s/it, loss=0.730, mat=0.004, sens=1.040, deg=0.000
Ep 069/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:36,  1.51s/it, loss=0.682, mat=0.002, sens=0.967, deg=0.000
Ep 069/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:39,  1.53s/it, loss=0.682, mat=0.002, sens=0.967, deg=0.000
Ep 069/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:39,  1.53s/it, loss=0.793, mat=0.004, sens=1.129, deg=0.000
Ep 069/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:37,  1.53s/it, loss=0.793, mat=0.004, sens=1.129, deg=0.000
Ep 069/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:37,  1.53s/it, loss=0.661, mat=0.004, sens=0.942, deg=0.000
Ep 069/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:34,  1.52s/it, loss=0.661, mat=0.004, sens=0.942, deg=0.000
Ep 069/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:34,  1.52s/it, loss=0.657, mat=0.003, sens=0.937, deg=0.000
Ep 069/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:32,  1.52s/it, loss=0.657, mat=0.003, sens=0.937, deg=0.000
Ep 069/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:32,  1.52s/it, loss=0.688, mat=0.001, sens=0.982, deg=0.000
Ep 069/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.51s/it, loss=0.688, mat=0.001, sens=0.982, deg=0.000
Ep 069/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:30,  1.51s/it, loss=0.675, mat=0.003, sens=0.963, deg=0.000
Ep 069/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:28,  1.51s/it, loss=0.675, mat=0.003, sens=0.963, deg=0.000
Ep 069/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=0.698, mat=0.003, sens=0.994, deg=0.000
Ep 069/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:24,  1.51s/it, loss=0.698, mat=0.003, sens=0.994, deg=0.000
Ep 069/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:24,  1.51s/it, loss=0.702, mat=0.004, sens=0.999, deg=0.000
Ep 069/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:23,  1.51s/it, loss=0.702, mat=0.004, sens=0.999, deg=0.000
Ep 069/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:23,  1.51s/it, loss=0.779, mat=0.002, sens=1.111, deg=0.000
Ep 069/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:21,  1.51s/it, loss=0.779, mat=0.002, sens=1.111, deg=0.000
Ep 069/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:21,  1.51s/it, loss=0.760, mat=0.004, sens=1.083, deg=0.000
Ep 069/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=0.760, mat=0.004, sens=1.083, deg=0.000
Ep 069/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.684, mat=0.003, sens=0.973, deg=0.000
Ep 069/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:20,  1.52s/it, loss=0.684, mat=0.003, sens=0.973, deg=0.000
Ep 069/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:20,  1.52s/it, loss=0.744, mat=0.002, sens=1.061, deg=0.000
Ep 069/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:23,  1.54s/it, loss=0.744, mat=0.002, sens=1.061, deg=0.000
Ep 069/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:23,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:19,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:19,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.831, mat=0.003, sens=1.185, deg=0.000
Ep 069/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:11,  1.51s/it, loss=0.831, mat=0.003, sens=1.185, deg=0.000
Ep 069/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:09,  1.51s/it, loss=0.766, mat=0.003, sens=1.092, deg=0.000
Ep 069/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:07,  1.51s/it, loss=0.766, mat=0.003, sens=1.092, deg=0.000
Ep 069/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:06,  1.51s/it, loss=0.840, mat=0.003, sens=1.197, deg=0.000
Ep 069/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:05,  1.51s/it, loss=0.840, mat=0.003, sens=1.197, deg=0.000
Ep 069/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:03,  1.51s/it, loss=0.814, mat=0.004, sens=1.160, deg=0.000
Ep 069/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:01,  1.51s/it, loss=0.814, mat=0.004, sens=1.160, deg=0.000
Ep 069/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:01,  1.51s/it, loss=0.892, mat=0.002, sens=1.271, deg=0.000
Ep 069/100 [S4:finetune]:  25%|▏| 65/264 [01:38<04:59,  1.51s/it, loss=0.892, mat=0.002, sens=1.271, deg=0.000
Ep 069/100 [S4:finetune]:  25%|▏| 65/264 [01:40<04:59,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.868, mat=0.004, sens=1.236, deg=0.007
Ep 069/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:56,  1.51s/it, loss=0.868, mat=0.004, sens=1.236, deg=0.007
Ep 069/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:56,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:54,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.826, mat=0.003, sens=1.178, deg=0.000
Ep 069/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.826, mat=0.003, sens=1.178, deg=0.000
Ep 069/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:52,  1.51s/it, loss=0.900, mat=0.004, sens=1.284, deg=0.000
Ep 069/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:51,  1.51s/it, loss=0.900, mat=0.004, sens=1.284, deg=0.000
Ep 069/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:51,  1.51s/it, loss=0.988, mat=0.003, sens=1.410, deg=0.000
Ep 069/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:50,  1.51s/it, loss=0.988, mat=0.003, sens=1.410, deg=0.000
Ep 069/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:50,  1.51s/it, loss=0.810, mat=0.003, sens=1.155, deg=0.000
Ep 069/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:53,  1.53s/it, loss=0.810, mat=0.003, sens=1.155, deg=0.000
Ep 069/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:53,  1.53s/it, loss=1.047, mat=0.003, sens=1.350, deg=0.000
Ep 069/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:50,  1.53s/it, loss=1.047, mat=0.003, sens=1.350, deg=0.000
Ep 069/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:50,  1.53s/it, loss=0.949, mat=0.003, sens=1.349, deg=0.000
Ep 069/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:47,  1.52s/it, loss=0.949, mat=0.003, sens=1.349, deg=0.000
Ep 069/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:47,  1.52s/it, loss=1.108, mat=0.003, sens=1.579, deg=0.000
Ep 069/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:45,  1.52s/it, loss=1.108, mat=0.003, sens=1.579, deg=0.000
Ep 069/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:45,  1.52s/it, loss=1.130, mat=0.003, sens=1.612, deg=0.000
Ep 069/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:44,  1.52s/it, loss=1.130, mat=0.003, sens=1.612, deg=0.000
Ep 069/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:44,  1.52s/it, loss=1.241, mat=0.003, sens=1.771, deg=0.000
Ep 069/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:43,  1.52s/it, loss=1.241, mat=0.003, sens=1.771, deg=0.000
Ep 069/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:41,  1.52s/it, loss=1.271, mat=0.005, sens=1.810, deg=0.000
Ep 069/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:39,  1.52s/it, loss=1.271, mat=0.005, sens=1.810, deg=0.000
Ep 069/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:39,  1.52s/it, loss=1.271, mat=0.003, sens=1.814, deg=0.000
Ep 069/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:37,  1.51s/it, loss=1.271, mat=0.003, sens=1.814, deg=0.000
Ep 069/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:35,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:33,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:29,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:29,  1.51s/it, loss=1.145, mat=0.002, sens=1.620, deg=0.000
Ep 069/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=1.145, mat=0.002, sens=1.620, deg=0.000
Ep 069/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:31,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:31,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:28,  1.53s/it, loss=1.401, mat=0.003, sens=1.998, deg=0.000
Ep 069/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:26,  1.52s/it, loss=1.401, mat=0.003, sens=1.998, deg=0.000
Ep 069/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:26,  1.52s/it, loss=1.310, mat=0.004, sens=1.867, deg=0.000
Ep 069/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:23,  1.52s/it, loss=1.310, mat=0.004, sens=1.867, deg=0.000
Ep 069/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:22,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:20,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:20,  1.51s/it, loss=1.349, mat=0.003, sens=1.922, deg=0.000
Ep 069/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:18,  1.51s/it, loss=1.349, mat=0.003, sens=1.922, deg=0.000
Ep 069/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:18,  1.51s/it, loss=1.208, mat=0.003, sens=1.721, deg=0.000
Ep 069/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:16,  1.51s/it, loss=1.208, mat=0.003, sens=1.721, deg=0.000
Ep 069/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:16,  1.51s/it, loss=1.330, mat=0.003, sens=1.894, deg=0.000
Ep 069/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:14,  1.51s/it, loss=1.330, mat=0.003, sens=1.894, deg=0.000
Ep 069/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:14,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:13,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:11,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:12,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 069/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:12,  1.53s/it, loss=1.161, mat=0.003, sens=1.653, deg=0.000
Ep 069/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:09,  1.52s/it, loss=1.161, mat=0.003, sens=1.653, deg=0.00
Ep 069/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:09,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:07,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:07,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:07,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:07,  1.53s/it, loss=1.146, mat=0.004, sens=1.634, deg=0.00
Ep 069/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:05,  1.52s/it, loss=1.146, mat=0.004, sens=1.634, deg=0.00
Ep 069/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:05,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:58,  1.52s/it, loss=1.054, mat=0.003, sens=1.504, deg=0.00
Ep 069/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:55,  1.51s/it, loss=1.054, mat=0.003, sens=1.504, deg=0.00
Ep 069/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:55,  1.51s/it, loss=1.102, mat=0.004, sens=1.571, deg=0.00
Ep 069/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:53,  1.51s/it, loss=1.102, mat=0.004, sens=1.571, deg=0.00
Ep 069/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:53,  1.51s/it, loss=0.397, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:52,  1.51s/it, loss=0.397, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:52,  1.51s/it, loss=0.894, mat=0.003, sens=1.272, deg=0.00
Ep 069/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:50,  1.51s/it, loss=0.894, mat=0.003, sens=1.272, deg=0.00
Ep 069/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:50,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:48,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:48,  1.51s/it, loss=0.880, mat=0.002, sens=1.255, deg=0.00
Ep 069/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:47,  1.51s/it, loss=0.880, mat=0.002, sens=1.255, deg=0.00
Ep 069/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:47,  1.51s/it, loss=0.927, mat=0.002, sens=1.323, deg=0.00
Ep 069/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.927, mat=0.002, sens=1.323, deg=0.00
Ep 069/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:44,  1.51s/it, loss=0.921, mat=0.003, sens=1.313, deg=0.00
Ep 069/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:43,  1.51s/it, loss=0.921, mat=0.003, sens=1.313, deg=0.00
Ep 069/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:43,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:45,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:45,  1.53s/it, loss=0.844, mat=0.003, sens=1.201, deg=0.00
Ep 069/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:42,  1.53s/it, loss=0.844, mat=0.003, sens=1.201, deg=0.00
Ep 069/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:42,  1.53s/it, loss=0.984, mat=0.003, sens=1.403, deg=0.00
Ep 069/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:40,  1.52s/it, loss=0.984, mat=0.003, sens=1.403, deg=0.00
Ep 069/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:40,  1.52s/it, loss=0.972, mat=0.004, sens=1.385, deg=0.00
Ep 069/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:38,  1.52s/it, loss=0.972, mat=0.004, sens=1.385, deg=0.00
Ep 069/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:38,  1.52s/it, loss=0.819, mat=0.004, sens=1.168, deg=0.00
Ep 069/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:36,  1.51s/it, loss=0.819, mat=0.004, sens=1.168, deg=0.00
Ep 069/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.761, mat=0.003, sens=1.081, deg=0.00
Ep 069/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:34,  1.51s/it, loss=0.761, mat=0.003, sens=1.081, deg=0.00
Ep 069/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:34,  1.51s/it, loss=0.756, mat=0.003, sens=1.077, deg=0.00
Ep 069/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:33,  1.51s/it, loss=0.756, mat=0.003, sens=1.077, deg=0.00
Ep 069/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:33,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:31,  1.51s/it, loss=0.674, mat=0.005, sens=0.960, deg=0.00
Ep 069/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:30,  1.51s/it, loss=0.674, mat=0.005, sens=0.960, deg=0.00
Ep 069/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:30,  1.51s/it, loss=0.610, mat=0.002, sens=0.869, deg=0.00
Ep 069/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=0.610, mat=0.002, sens=0.869, deg=0.00
Ep 069/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:28,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:27,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:27,  1.51s/it, loss=0.709, mat=0.002, sens=1.009, deg=0.00
Ep 069/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=0.709, mat=0.002, sens=1.009, deg=0.00
Ep 069/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:25,  1.51s/it, loss=0.680, mat=0.003, sens=0.970, deg=0.00
Ep 069/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:24,  1.51s/it, loss=0.680, mat=0.003, sens=0.970, deg=0.00
Ep 069/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:24,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:23,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.677, mat=0.004, sens=0.961, deg=0.00
Ep 069/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:22,  1.52s/it, loss=0.677, mat=0.004, sens=0.961, deg=0.00
Ep 069/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:22,  1.52s/it, loss=0.551, mat=0.003, sens=0.782, deg=0.00
Ep 069/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:23,  1.54s/it, loss=0.551, mat=0.003, sens=0.782, deg=0.00
Ep 069/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:23,  1.54s/it, loss=0.777, mat=0.003, sens=1.101, deg=0.00
Ep 069/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:20,  1.53s/it, loss=0.777, mat=0.003, sens=1.101, deg=0.00
Ep 069/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:20,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:18,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:18,  1.53s/it, loss=0.690, mat=0.003, sens=0.981, deg=0.00
Ep 069/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:16,  1.52s/it, loss=0.690, mat=0.003, sens=0.981, deg=0.00
Ep 069/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.704, mat=0.003, sens=0.999, deg=0.00
Ep 069/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:14,  1.52s/it, loss=0.704, mat=0.003, sens=0.999, deg=0.00
Ep 069/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.51s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:10,  1.51s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:08,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:08,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.765, mat=0.003, sens=1.088, deg=0.00
Ep 069/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.765, mat=0.003, sens=1.088, deg=0.00
Ep 069/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.673, mat=0.002, sens=0.959, deg=0.00
Ep 069/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:03,  1.51s/it, loss=0.673, mat=0.002, sens=0.959, deg=0.00
Ep 069/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:03,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:03,  1.53s/it, loss=0.790, mat=0.002, sens=1.115, deg=0.00
Ep 069/100 [S4:finetune]:  55%|▌| 145/264 [03:40<03:01,  1.52s/it, loss=0.790, mat=0.002, sens=1.115, deg=0.00
Ep 069/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:01,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:59,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:59,  1.52s/it, loss=0.775, mat=0.003, sens=1.103, deg=0.00
Ep 069/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:57,  1.52s/it, loss=0.775, mat=0.003, sens=1.103, deg=0.00
Ep 069/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:55,  1.51s/it, loss=0.677, mat=0.003, sens=0.965, deg=0.00
Ep 069/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:53,  1.51s/it, loss=0.677, mat=0.003, sens=0.965, deg=0.00
Ep 069/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.782, mat=0.003, sens=1.108, deg=0.00
Ep 069/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:52,  1.51s/it, loss=0.782, mat=0.003, sens=1.108, deg=0.00
Ep 069/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:52,  1.51s/it, loss=0.760, mat=0.004, sens=1.083, deg=0.00
Ep 069/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:50,  1.51s/it, loss=0.760, mat=0.004, sens=1.083, deg=0.00
Ep 069/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:48,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:47,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.922, mat=0.003, sens=1.313, deg=0.00
Ep 069/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:45,  1.51s/it, loss=0.922, mat=0.003, sens=1.313, deg=0.00
Ep 069/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:43,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:43,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:41,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:39,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:39,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:36,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.732, mat=0.005, sens=1.039, deg=0.00
Ep 069/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:33,  1.50s/it, loss=0.732, mat=0.005, sens=1.039, deg=0.00
Ep 069/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:33,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:34,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:32,  1.52s/it, loss=0.810, mat=0.004, sens=1.154, deg=0.00
Ep 069/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:30,  1.52s/it, loss=0.810, mat=0.004, sens=1.154, deg=0.00
Ep 069/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.52s/it, loss=0.615, mat=0.004, sens=0.876, deg=0.00
Ep 069/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:27,  1.52s/it, loss=0.615, mat=0.004, sens=0.876, deg=0.00
Ep 069/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.742, mat=0.003, sens=1.056, deg=0.00
Ep 069/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:22,  1.51s/it, loss=0.742, mat=0.003, sens=1.056, deg=0.00
Ep 069/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:22,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:20,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.723, mat=0.003, sens=1.030, deg=0.00
Ep 069/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:18,  1.51s/it, loss=0.723, mat=0.003, sens=1.030, deg=0.00
Ep 069/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:18,  1.51s/it, loss=0.826, mat=0.003, sens=1.177, deg=0.00
Ep 069/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:17,  1.51s/it, loss=0.826, mat=0.003, sens=1.177, deg=0.00
Ep 069/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:13,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:13,  1.50s/it, loss=0.816, mat=0.004, sens=1.164, deg=0.00
Ep 069/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:12,  1.51s/it, loss=0.816, mat=0.004, sens=1.164, deg=0.00
Ep 069/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:13,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:13,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:11,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:11,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:09,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:09,  1.53s/it, loss=0.718, mat=0.004, sens=1.021, deg=0.00
Ep 069/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:08,  1.53s/it, loss=0.718, mat=0.004, sens=1.021, deg=0.00
Ep 069/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:08,  1.53s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:06,  1.52s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:02,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:02,  1.51s/it, loss=0.745, mat=0.003, sens=1.062, deg=0.00
Ep 069/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:00,  1.51s/it, loss=0.745, mat=0.003, sens=1.062, deg=0.00
Ep 069/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:00,  1.51s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.51s/it, loss=0.786, mat=0.003, sens=1.120, deg=0.00
Ep 069/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:57,  1.51s/it, loss=0.786, mat=0.003, sens=1.120, deg=0.00
Ep 069/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.863, mat=0.004, sens=1.229, deg=0.00
Ep 069/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.863, mat=0.004, sens=1.229, deg=0.00
Ep 069/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.843, mat=0.005, sens=1.202, deg=0.00
Ep 069/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:54,  1.53s/it, loss=0.843, mat=0.005, sens=1.202, deg=0.00
Ep 069/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:54,  1.53s/it, loss=0.814, mat=0.003, sens=1.160, deg=0.00
Ep 069/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:52,  1.52s/it, loss=0.814, mat=0.003, sens=1.160, deg=0.00
Ep 069/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:52,  1.52s/it, loss=0.724, mat=0.003, sens=1.032, deg=0.00
Ep 069/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:50,  1.52s/it, loss=0.724, mat=0.003, sens=1.032, deg=0.00
Ep 069/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:48,  1.51s/it, loss=0.738, mat=0.003, sens=1.050, deg=0.00
Ep 069/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.51s/it, loss=0.738, mat=0.003, sens=1.050, deg=0.00
Ep 069/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.51s/it, loss=0.748, mat=0.003, sens=1.066, deg=0.00
Ep 069/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.748, mat=0.003, sens=1.066, deg=0.00
Ep 069/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:44,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:40,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:40,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:37,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:37,  1.50s/it, loss=0.677, mat=0.004, sens=0.965, deg=0.00
Ep 069/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.50s/it, loss=0.677, mat=0.004, sens=0.965, deg=0.00
Ep 069/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.50s/it, loss=0.840, mat=0.004, sens=1.197, deg=0.00
Ep 069/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:34,  1.50s/it, loss=0.840, mat=0.004, sens=1.197, deg=0.00
Ep 069/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:34,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.50s/it, loss=0.754, mat=0.003, sens=1.073, deg=0.00
Ep 069/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:32,  1.51s/it, loss=0.754, mat=0.003, sens=1.073, deg=0.00
Ep 069/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.52s/it, loss=0.762, mat=0.003, sens=1.087, deg=0.00
Ep 069/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:29,  1.51s/it, loss=0.762, mat=0.003, sens=1.087, deg=0.00
Ep 069/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.51s/it, loss=0.809, mat=0.002, sens=1.155, deg=0.00
Ep 069/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:27,  1.51s/it, loss=0.809, mat=0.002, sens=1.155, deg=0.00
Ep 069/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:27,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:27,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:25,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=0.794, mat=0.003, sens=1.132, deg=0.00
Ep 069/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:22,  1.52s/it, loss=0.794, mat=0.003, sens=1.132, deg=0.00
Ep 069/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.143, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:17,  1.51s/it, loss=0.143, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.51s/it, loss=0.794, mat=0.003, sens=1.129, deg=0.00
Ep 069/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:13,  1.51s/it, loss=0.794, mat=0.003, sens=1.129, deg=0.00
Ep 069/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:13,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:10,  1.51s/it, loss=0.930, mat=0.004, sens=1.326, deg=0.00
Ep 069/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=0.930, mat=0.004, sens=1.326, deg=0.00
Ep 069/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.51s/it, loss=0.723, mat=0.005, sens=1.030, deg=0.00
Ep 069/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:07,  1.51s/it, loss=0.723, mat=0.005, sens=1.030, deg=0.00
Ep 069/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.728, mat=0.003, sens=1.037, deg=0.00
Ep 069/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:05,  1.51s/it, loss=0.728, mat=0.003, sens=1.037, deg=0.00
Ep 069/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:05,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:04,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:04,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:02,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:02,  1.53s/it, loss=0.827, mat=0.004, sens=1.179, deg=0.00
Ep 069/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:00,  1.52s/it, loss=0.827, mat=0.004, sens=1.179, deg=0.00
Ep 069/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:00,  1.52s/it, loss=0.018, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:59,  1.52s/it, loss=0.018, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.52s/it, loss=0.751, mat=0.003, sens=1.067, deg=0.00
Ep 069/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.52s/it, loss=0.751, mat=0.003, sens=1.067, deg=0.00
Ep 069/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.52s/it, loss=1.239, mat=0.004, sens=1.106, deg=0.00
Ep 069/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:56,  1.52s/it, loss=1.239, mat=0.004, sens=1.106, deg=0.00
Ep 069/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.52s/it, loss=0.763, mat=0.002, sens=1.086, deg=0.00
Ep 069/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.53s/it, loss=0.763, mat=0.002, sens=1.086, deg=0.00
Ep 069/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.52s/it, loss=0.729, mat=0.002, sens=1.038, deg=0.00
Ep 069/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.52s/it, loss=0.729, mat=0.002, sens=1.038, deg=0.00
Ep 069/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.52s/it, loss=0.850, mat=0.004, sens=1.207, deg=0.00
Ep 069/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:50,  1.52s/it, loss=0.850, mat=0.004, sens=1.207, deg=0.00
Ep 069/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:50,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:46,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:46,  1.54s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:44,  1.53s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:44,  1.53s/it, loss=0.896, mat=0.003, sens=1.129, deg=0.00
Ep 069/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:42,  1.52s/it, loss=0.896, mat=0.003, sens=1.129, deg=0.00
Ep 069/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.736, mat=0.002, sens=1.050, deg=0.00
Ep 069/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:41,  1.52s/it, loss=0.736, mat=0.002, sens=1.050, deg=0.00
Ep 069/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.52s/it, loss=0.015, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.52s/it, loss=0.015, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.851, mat=0.002, sens=1.200, deg=0.00
Ep 069/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.51s/it, loss=0.851, mat=0.002, sens=1.200, deg=0.00
Ep 069/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.51s/it, loss=0.010, mat=0.005, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.51s/it, loss=0.840, mat=0.004, sens=1.178, deg=0.00
Ep 069/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:34,  1.51s/it, loss=0.840, mat=0.004, sens=1.178, deg=0.00
Ep 069/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:34,  1.51s/it, loss=0.890, mat=0.003, sens=1.257, deg=0.00
Ep 069/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.51s/it, loss=0.890, mat=0.003, sens=1.257, deg=0.00
Ep 069/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.51s/it, loss=0.807, mat=0.005, sens=1.145, deg=0.00
Ep 069/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.51s/it, loss=0.807, mat=0.005, sens=1.145, deg=0.00
Ep 069/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=1.084, mat=0.003, sens=1.521, deg=0.00
Ep 069/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=1.084, mat=0.003, sens=1.521, deg=0.00
Ep 069/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.852, mat=0.004, sens=1.203, deg=0.00
Ep 069/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.51s/it, loss=0.852, mat=0.004, sens=1.203, deg=0.00
Ep 069/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.538, mat=0.004, sens=0.754, deg=0.00
Ep 069/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.51s/it, loss=0.538, mat=0.004, sens=0.754, deg=0.00
Ep 069/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.014, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.014, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.649, mat=0.004, sens=0.908, deg=0.00
Ep 069/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.649, mat=0.004, sens=0.908, deg=0.00
Ep 069/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.674, mat=0.002, sens=0.934, deg=0.00
Ep 069/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.674, mat=0.002, sens=0.934, deg=0.00
Ep 069/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.780, mat=0.004, sens=1.105, deg=0.00
Ep 069/100 [S4:finetune]:  95%|▉| 251/264 [06:20<00:19,  1.51s/it, loss=0.780, mat=0.004, sens=1.105, deg=0.00
Ep 069/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.935, mat=0.003, sens=1.328, deg=0.00
Ep 069/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.52s/it, loss=0.935, mat=0.003, sens=1.328, deg=0.00
Ep 069/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.52s/it, loss=0.738, mat=0.003, sens=1.049, deg=0.00
Ep 069/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.54s/it, loss=0.738, mat=0.003, sens=1.049, deg=0.00
Ep 069/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.54s/it, loss=0.818, mat=0.002, sens=1.141, deg=0.00
Ep 069/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.54s/it, loss=0.818, mat=0.002, sens=1.141, deg=0.00
Ep 069/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.53s/it, loss=0.746, mat=0.003, sens=1.056, deg=0.00
Ep 069/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.52s/it, loss=0.746, mat=0.003, sens=1.056, deg=0.00
Ep 069/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.833, mat=0.004, sens=1.183, deg=0.00
Ep 069/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.52s/it, loss=0.833, mat=0.004, sens=1.183, deg=0.00
Ep 069/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 069/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.754, mat=0.003, sens=1.060, deg=0.00
Ep 069/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.754, mat=0.003, sens=1.060, deg=0.00
Ep 069/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.813, mat=0.003, sens=1.154, deg=0.00
Ep 069/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.813, mat=0.003, sens=1.154, deg=0.00
Ep 069/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.720, mat=0.004, sens=0.984, deg=0.00
Ep 069/100 [S4:finetune]: 100%|█| 264/264 [06:40<00:00,  1.51s/it, loss=0.720, mat=0.004, sens=0.984, deg=0.00
                                                                                                              
Epoch 069/100 [S4:finetune]  loss=0.4541  mat=0.0032  sens=0.6371  deg=0.0002  orth=0.0072  α=0.3 β=0.7 γ=0.2  400s

Ep 070/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 070/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.785, mat=0.002, sens=1.073, deg=0.000]
Ep 070/100 [S4:finetune]:   0%| | 1/264 [00:02<09:50,  2.24s/it, loss=0.785, mat=0.002, sens=1.073, deg=0.000]
Ep 070/100 [S4:finetune]:   0%| | 1/264 [00:03<09:50,  2.24s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 070/100 [S4:finetune]:   1%| | 2/264 [00:03<07:55,  1.81s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 070/100 [S4:finetune]:   1%| | 2/264 [00:05<07:55,  1.81s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 070/100 [S4:finetune]:   1%| | 3/264 [00:05<07:16,  1.67s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 070/100 [S4:finetune]:   1%| | 3/264 [00:06<07:16,  1.67s/it, loss=0.794, mat=0.004, sens=1.130, deg=0.003]
Ep 070/100 [S4:finetune]:   2%| | 4/264 [00:06<07:09,  1.65s/it, loss=0.794, mat=0.004, sens=1.130, deg=0.003]
Ep 070/100 [S4:finetune]:   2%| | 4/264 [00:08<07:09,  1.65s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 070/100 [S4:finetune]:   2%| | 5/264 [00:08<06:53,  1.60s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000]
Ep 070/100 [S4:finetune]:   2%| | 5/264 [00:09<06:53,  1.60s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 070/100 [S4:finetune]:   2%| | 6/264 [00:09<06:44,  1.57s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 070/100 [S4:finetune]:   2%| | 6/264 [00:11<06:44,  1.57s/it, loss=0.664, mat=0.004, sens=0.944, deg=0.000]
Ep 070/100 [S4:finetune]:   3%| | 7/264 [00:11<06:37,  1.55s/it, loss=0.664, mat=0.004, sens=0.944, deg=0.000]
Ep 070/100 [S4:finetune]:   3%| | 7/264 [00:12<06:37,  1.55s/it, loss=0.720, mat=0.004, sens=1.019, deg=0.014]
Ep 070/100 [S4:finetune]:   3%| | 8/264 [00:12<06:32,  1.53s/it, loss=0.720, mat=0.004, sens=1.019, deg=0.014]
Ep 070/100 [S4:finetune]:   3%| | 8/264 [00:14<06:32,  1.53s/it, loss=0.726, mat=0.003, sens=1.027, deg=0.001]
Ep 070/100 [S4:finetune]:   3%| | 9/264 [00:14<06:28,  1.52s/it, loss=0.726, mat=0.003, sens=1.027, deg=0.001]
Ep 070/100 [S4:finetune]:   3%| | 9/264 [00:15<06:28,  1.52s/it, loss=0.835, mat=0.003, sens=1.188, deg=0.000]
Ep 070/100 [S4:finetune]:   4%| | 10/264 [00:15<06:26,  1.52s/it, loss=0.835, mat=0.003, sens=1.188, deg=0.000
Ep 070/100 [S4:finetune]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   4%| | 11/264 [00:17<06:24,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   4%| | 11/264 [00:18<06:24,  1.52s/it, loss=0.554, mat=0.003, sens=0.780, deg=0.000
Ep 070/100 [S4:finetune]:   5%| | 12/264 [00:18<06:23,  1.52s/it, loss=0.554, mat=0.003, sens=0.780, deg=0.000
Ep 070/100 [S4:finetune]:   5%| | 12/264 [00:20<06:23,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   5%| | 13/264 [00:20<06:21,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   5%| | 13/264 [00:21<06:21,  1.52s/it, loss=0.613, mat=0.004, sens=0.868, deg=0.000
Ep 070/100 [S4:finetune]:   5%| | 14/264 [00:21<06:19,  1.52s/it, loss=0.613, mat=0.004, sens=0.868, deg=0.000
Ep 070/100 [S4:finetune]:   5%| | 14/264 [00:23<06:19,  1.52s/it, loss=0.650, mat=0.002, sens=0.924, deg=0.000
Ep 070/100 [S4:finetune]:   6%| | 15/264 [00:23<06:17,  1.52s/it, loss=0.650, mat=0.002, sens=0.924, deg=0.000
Ep 070/100 [S4:finetune]:   6%| | 15/264 [00:25<06:17,  1.52s/it, loss=0.668, mat=0.002, sens=0.951, deg=0.000
Ep 070/100 [S4:finetune]:   6%| | 16/264 [00:25<06:21,  1.54s/it, loss=0.668, mat=0.002, sens=0.951, deg=0.000
Ep 070/100 [S4:finetune]:   6%| | 16/264 [00:26<06:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   6%| | 17/264 [00:26<06:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   6%| | 17/264 [00:28<06:17,  1.53s/it, loss=0.822, mat=0.006, sens=1.170, deg=0.001
Ep 070/100 [S4:finetune]:   7%| | 18/264 [00:28<06:14,  1.52s/it, loss=0.822, mat=0.006, sens=1.170, deg=0.001
Ep 070/100 [S4:finetune]:   7%| | 18/264 [00:29<06:14,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   7%| | 19/264 [00:29<06:11,  1.52s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   7%| | 19/264 [00:31<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   8%| | 20/264 [00:31<06:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   8%| | 20/264 [00:32<06:09,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   8%| | 21/264 [00:34<06:07,  1.51s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   8%| | 22/264 [00:34<06:05,  1.51s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   8%| | 22/264 [00:35<06:05,  1.51s/it, loss=0.635, mat=0.002, sens=0.906, deg=0.000
Ep 070/100 [S4:finetune]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.635, mat=0.002, sens=0.906, deg=0.000
Ep 070/100 [S4:finetune]:   9%| | 23/264 [00:37<06:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   9%| | 24/264 [00:37<06:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   9%| | 24/264 [00:38<06:02,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   9%| | 25/264 [00:38<06:00,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:   9%| | 25/264 [00:40<06:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  10%| | 26/264 [00:40<05:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  10%| | 26/264 [00:41<05:58,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  10%| | 27/264 [00:41<05:58,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  10%| | 27/264 [00:43<05:58,  1.51s/it, loss=0.695, mat=0.004, sens=0.962, deg=0.000
Ep 070/100 [S4:finetune]:  11%| | 28/264 [00:43<05:56,  1.51s/it, loss=0.695, mat=0.004, sens=0.962, deg=0.000
Ep 070/100 [S4:finetune]:  11%| | 28/264 [00:44<05:56,  1.51s/it, loss=0.801, mat=0.005, sens=1.142, deg=0.000
Ep 070/100 [S4:finetune]:  11%| | 29/264 [00:44<05:55,  1.51s/it, loss=0.801, mat=0.005, sens=1.142, deg=0.000
Ep 070/100 [S4:finetune]:  11%| | 29/264 [00:46<05:55,  1.51s/it, loss=0.759, mat=0.005, sens=1.059, deg=0.000
Ep 070/100 [S4:finetune]:  11%| | 30/264 [00:46<05:54,  1.51s/it, loss=0.759, mat=0.005, sens=1.059, deg=0.000
Ep 070/100 [S4:finetune]:  11%| | 30/264 [00:47<05:54,  1.51s/it, loss=0.660, mat=0.003, sens=0.937, deg=0.000
Ep 070/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.660, mat=0.003, sens=0.937, deg=0.000
Ep 070/100 [S4:finetune]:  12%| | 31/264 [00:49<05:52,  1.51s/it, loss=0.597, mat=0.004, sens=0.843, deg=0.000
Ep 070/100 [S4:finetune]:  12%| | 32/264 [00:49<05:51,  1.51s/it, loss=0.597, mat=0.004, sens=0.843, deg=0.000
Ep 070/100 [S4:finetune]:  12%| | 32/264 [00:50<05:51,  1.51s/it, loss=0.752, mat=0.003, sens=1.061, deg=0.000
Ep 070/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.752, mat=0.003, sens=1.061, deg=0.000
Ep 070/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:50,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:54,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:54,  1.54s/it, loss=0.016, mat=0.002, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:51,  1.53s/it, loss=0.016, mat=0.002, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:51,  1.53s/it, loss=0.054, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:51,  1.54s/it, loss=0.054, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:51,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:48,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:48,  1.54s/it, loss=0.801, mat=0.003, sens=1.134, deg=0.000
Ep 070/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:45,  1.53s/it, loss=0.801, mat=0.003, sens=1.134, deg=0.000
Ep 070/100 [S4:finetune]:  14%|▏| 38/264 [01:00<05:45,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:43,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:43,  1.53s/it, loss=0.638, mat=0.002, sens=0.902, deg=0.002
Ep 070/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:40,  1.52s/it, loss=0.638, mat=0.002, sens=0.902, deg=0.002
Ep 070/100 [S4:finetune]:  15%|▏| 40/264 [01:03<05:40,  1.52s/it, loss=0.713, mat=0.004, sens=1.003, deg=0.001
Ep 070/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:38,  1.52s/it, loss=0.713, mat=0.004, sens=1.003, deg=0.001
Ep 070/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:37,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:37,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:34,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:34,  1.52s/it, loss=0.698, mat=0.003, sens=0.990, deg=0.000
Ep 070/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:33,  1.51s/it, loss=0.698, mat=0.003, sens=0.990, deg=0.000
Ep 070/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:33,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.003
Ep 070/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:31,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.003
Ep 070/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001
Ep 070/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.001
Ep 070/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:30,  1.51s/it, loss=0.830, mat=0.003, sens=1.178, deg=0.002
Ep 070/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:28,  1.52s/it, loss=0.830, mat=0.003, sens=1.178, deg=0.002
Ep 070/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:32,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:32,  1.54s/it, loss=0.710, mat=0.003, sens=1.001, deg=0.000
Ep 070/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:29,  1.53s/it, loss=0.710, mat=0.003, sens=1.001, deg=0.000
Ep 070/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:29,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:26,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:26,  1.52s/it, loss=0.725, mat=0.002, sens=1.031, deg=0.000
Ep 070/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:24,  1.52s/it, loss=0.725, mat=0.002, sens=1.031, deg=0.000
Ep 070/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:24,  1.52s/it, loss=0.660, mat=0.003, sens=0.938, deg=0.000
Ep 070/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:22,  1.52s/it, loss=0.660, mat=0.003, sens=0.938, deg=0.000
Ep 070/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:22,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:20,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:20,  1.52s/it, loss=0.756, mat=0.004, sens=1.074, deg=0.000
Ep 070/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:18,  1.52s/it, loss=0.756, mat=0.004, sens=1.074, deg=0.000
Ep 070/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:17,  1.52s/it, loss=0.883, mat=0.002, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:15,  1.52s/it, loss=0.883, mat=0.002, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:15,  1.52s/it, loss=0.852, mat=0.003, sens=1.215, deg=0.000
Ep 070/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:14,  1.52s/it, loss=0.852, mat=0.003, sens=1.215, deg=0.000
Ep 070/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.692, mat=0.003, sens=0.986, deg=0.000
Ep 070/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.692, mat=0.003, sens=0.986, deg=0.000
Ep 070/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:12,  1.52s/it, loss=0.798, mat=0.005, sens=1.136, deg=0.000
Ep 070/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.798, mat=0.005, sens=1.136, deg=0.000
Ep 070/100 [S4:finetune]:  22%|▏| 59/264 [01:32<05:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:18,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:18,  1.56s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:15,  1.55s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  23%|▏| 61/264 [01:35<05:15,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:11,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:11,  1.54s/it, loss=0.696, mat=0.003, sens=0.992, deg=0.000
Ep 070/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:08,  1.53s/it, loss=0.696, mat=0.003, sens=0.992, deg=0.000
Ep 070/100 [S4:finetune]:  24%|▏| 63/264 [01:38<05:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:05,  1.53s/it, loss=0.726, mat=0.004, sens=1.032, deg=0.000
Ep 070/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:03,  1.52s/it, loss=0.726, mat=0.004, sens=1.032, deg=0.000
Ep 070/100 [S4:finetune]:  25%|▏| 65/264 [01:41<05:03,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  25%|▎| 66/264 [01:41<05:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:01,  1.52s/it, loss=0.826, mat=0.002, sens=1.176, deg=0.000
Ep 070/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:59,  1.52s/it, loss=0.826, mat=0.002, sens=1.176, deg=0.000
Ep 070/100 [S4:finetune]:  25%|▎| 67/264 [01:44<04:59,  1.52s/it, loss=0.783, mat=0.003, sens=1.117, deg=0.001
Ep 070/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:57,  1.52s/it, loss=0.783, mat=0.003, sens=1.117, deg=0.001
Ep 070/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:57,  1.52s/it, loss=0.878, mat=0.002, sens=1.252, deg=0.000
Ep 070/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:56,  1.52s/it, loss=0.878, mat=0.002, sens=1.252, deg=0.000
Ep 070/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:54,  1.52s/it, loss=0.757, mat=0.003, sens=1.077, deg=0.000
Ep 070/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:52,  1.52s/it, loss=0.757, mat=0.003, sens=1.077, deg=0.000
Ep 070/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:52,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:51,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:51,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:49,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:49,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:47,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:47,  1.51s/it, loss=0.745, mat=0.003, sens=1.059, deg=0.002
Ep 070/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:46,  1.52s/it, loss=0.745, mat=0.003, sens=1.059, deg=0.002
Ep 070/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:46,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:44,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:44,  1.52s/it, loss=0.846, mat=0.002, sens=1.200, deg=0.000
Ep 070/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:43,  1.52s/it, loss=0.846, mat=0.002, sens=1.200, deg=0.000
Ep 070/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:43,  1.52s/it, loss=0.760, mat=0.003, sens=1.081, deg=0.000
Ep 070/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:46,  1.54s/it, loss=0.760, mat=0.003, sens=1.081, deg=0.000
Ep 070/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:46,  1.54s/it, loss=0.764, mat=0.004, sens=1.071, deg=0.000
Ep 070/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:43,  1.53s/it, loss=0.764, mat=0.004, sens=1.071, deg=0.000
Ep 070/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:43,  1.53s/it, loss=0.688, mat=0.002, sens=0.974, deg=0.000
Ep 070/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:40,  1.53s/it, loss=0.688, mat=0.002, sens=0.974, deg=0.000
Ep 070/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:40,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:39,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:36,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:34,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:35,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  32%|▎| 84/264 [02:10<04:35,  1.53s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:33,  1.53s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:33,  1.53s/it, loss=0.834, mat=0.005, sens=1.184, deg=0.000
Ep 070/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.834, mat=0.005, sens=1.184, deg=0.000
Ep 070/100 [S4:finetune]:  33%|▎| 86/264 [02:13<04:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:26,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:26,  1.52s/it, loss=0.761, mat=0.003, sens=1.084, deg=0.000
Ep 070/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:25,  1.51s/it, loss=0.761, mat=0.003, sens=1.084, deg=0.000
Ep 070/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:25,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:23,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:23,  1.51s/it, loss=0.112, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:21,  1.51s/it, loss=0.112, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:21,  1.51s/it, loss=0.871, mat=0.003, sens=1.242, deg=0.000
Ep 070/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:20,  1.51s/it, loss=0.871, mat=0.003, sens=1.242, deg=0.000
Ep 070/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:20,  1.51s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:23,  1.54s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:23,  1.54s/it, loss=0.801, mat=0.004, sens=1.139, deg=0.000
Ep 070/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:20,  1.53s/it, loss=0.801, mat=0.004, sens=1.139, deg=0.000
Ep 070/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:20,  1.53s/it, loss=0.765, mat=0.003, sens=1.089, deg=0.000
Ep 070/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:18,  1.53s/it, loss=0.765, mat=0.003, sens=1.089, deg=0.000
Ep 070/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:14,  1.52s/it, loss=0.912, mat=0.003, sens=1.297, deg=0.000
Ep 070/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:12,  1.52s/it, loss=0.912, mat=0.003, sens=1.297, deg=0.000
Ep 070/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:12,  1.52s/it, loss=0.884, mat=0.003, sens=1.258, deg=0.000
Ep 070/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:10,  1.52s/it, loss=0.884, mat=0.003, sens=1.258, deg=0.000
Ep 070/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:10,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 070/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:08,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:08,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:07,  1.52s/it, loss=1.026, mat=0.004, sens=1.462, deg=0.00
Ep 070/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:05,  1.51s/it, loss=1.026, mat=0.004, sens=1.462, deg=0.00
Ep 070/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:05,  1.51s/it, loss=0.824, mat=0.003, sens=1.173, deg=0.00
Ep 070/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:03,  1.52s/it, loss=0.824, mat=0.003, sens=1.173, deg=0.00
Ep 070/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:03,  1.52s/it, loss=0.803, mat=0.003, sens=1.133, deg=0.00
Ep 070/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:02,  1.51s/it, loss=0.803, mat=0.003, sens=1.133, deg=0.00
Ep 070/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:02,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:04,  1.54s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  40%|▍| 105/264 [02:42<04:04,  1.54s/it, loss=0.810, mat=0.003, sens=1.155, deg=0.00
Ep 070/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:01,  1.53s/it, loss=0.810, mat=0.003, sens=1.155, deg=0.00
Ep 070/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:01,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:59,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  41%|▍| 107/264 [02:45<03:59,  1.53s/it, loss=0.794, mat=0.004, sens=1.128, deg=0.00
Ep 070/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:59,  1.54s/it, loss=0.794, mat=0.004, sens=1.128, deg=0.00
Ep 070/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:59,  1.54s/it, loss=0.745, mat=0.003, sens=1.059, deg=0.00
Ep 070/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:57,  1.53s/it, loss=0.745, mat=0.003, sens=1.059, deg=0.00
Ep 070/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:57,  1.53s/it, loss=0.759, mat=0.004, sens=1.073, deg=0.00
Ep 070/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:55,  1.53s/it, loss=0.759, mat=0.004, sens=1.073, deg=0.00
Ep 070/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:55,  1.53s/it, loss=0.802, mat=0.003, sens=1.141, deg=0.00
Ep 070/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:53,  1.53s/it, loss=0.802, mat=0.003, sens=1.141, deg=0.00
Ep 070/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:53,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:51,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:51,  1.52s/it, loss=0.830, mat=0.003, sens=1.183, deg=0.00
Ep 070/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=0.830, mat=0.003, sens=1.183, deg=0.00
Ep 070/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:49,  1.52s/it, loss=0.886, mat=0.004, sens=1.201, deg=0.00
Ep 070/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:48,  1.52s/it, loss=0.886, mat=0.004, sens=1.201, deg=0.00
Ep 070/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:48,  1.52s/it, loss=0.908, mat=0.004, sens=1.294, deg=0.00
Ep 070/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:46,  1.52s/it, loss=0.908, mat=0.004, sens=1.294, deg=0.00
Ep 070/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:46,  1.52s/it, loss=0.870, mat=0.003, sens=1.239, deg=0.00
Ep 070/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.870, mat=0.003, sens=1.239, deg=0.00
Ep 070/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:43,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:41,  1.52s/it, loss=0.918, mat=0.003, sens=1.308, deg=0.00
Ep 070/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:40,  1.52s/it, loss=0.918, mat=0.003, sens=1.308, deg=0.00
Ep 070/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:40,  1.52s/it, loss=0.906, mat=0.003, sens=1.293, deg=0.00
Ep 070/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:38,  1.52s/it, loss=0.906, mat=0.003, sens=1.293, deg=0.00
Ep 070/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:38,  1.52s/it, loss=0.824, mat=0.004, sens=1.171, deg=0.00
Ep 070/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:37,  1.52s/it, loss=0.824, mat=0.004, sens=1.171, deg=0.00
Ep 070/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:37,  1.52s/it, loss=0.913, mat=0.003, sens=1.302, deg=0.00
Ep 070/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.913, mat=0.003, sens=1.302, deg=0.00
Ep 070/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:35,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:35,  1.54s/it, loss=1.054, mat=0.004, sens=1.502, deg=0.00
Ep 070/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:33,  1.53s/it, loss=1.054, mat=0.004, sens=1.502, deg=0.00
Ep 070/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:33,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:30,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  48%|▍| 126/264 [03:14<03:30,  1.53s/it, loss=1.016, mat=0.004, sens=1.449, deg=0.00
Ep 070/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:29,  1.53s/it, loss=1.016, mat=0.004, sens=1.449, deg=0.00
Ep 070/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:26,  1.52s/it, loss=0.883, mat=0.003, sens=1.259, deg=0.00
Ep 070/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:25,  1.52s/it, loss=0.883, mat=0.003, sens=1.259, deg=0.00
Ep 070/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:23,  1.52s/it, loss=0.923, mat=0.002, sens=1.316, deg=0.00
Ep 070/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:21,  1.52s/it, loss=0.923, mat=0.002, sens=1.316, deg=0.00
Ep 070/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:21,  1.52s/it, loss=0.986, mat=0.002, sens=1.406, deg=0.00
Ep 070/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:19,  1.51s/it, loss=0.986, mat=0.002, sens=1.406, deg=0.00
Ep 070/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:20,  1.53s/it, loss=0.886, mat=0.003, sens=1.263, deg=0.00
Ep 070/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:18,  1.52s/it, loss=0.886, mat=0.003, sens=1.263, deg=0.00
Ep 070/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.894, mat=0.004, sens=1.272, deg=0.00
Ep 070/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:13,  1.54s/it, loss=0.894, mat=0.004, sens=1.272, deg=0.00
Ep 070/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:13,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:11,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:11,  1.53s/it, loss=0.826, mat=0.003, sens=1.177, deg=0.00
Ep 070/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:09,  1.53s/it, loss=0.826, mat=0.003, sens=1.177, deg=0.00
Ep 070/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:09,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:07,  1.52s/it, loss=0.896, mat=0.003, sens=1.277, deg=0.00
Ep 070/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:05,  1.52s/it, loss=0.896, mat=0.003, sens=1.277, deg=0.00
Ep 070/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:05,  1.52s/it, loss=0.881, mat=0.003, sens=1.240, deg=0.00
Ep 070/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:03,  1.52s/it, loss=0.881, mat=0.003, sens=1.240, deg=0.00
Ep 070/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:03,  1.52s/it, loss=0.816, mat=0.004, sens=1.161, deg=0.00
Ep 070/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:02,  1.52s/it, loss=0.816, mat=0.004, sens=1.161, deg=0.00
Ep 070/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:02,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:00,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:00,  1.52s/it, loss=0.891, mat=0.003, sens=1.269, deg=0.00
Ep 070/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:59,  1.52s/it, loss=0.891, mat=0.003, sens=1.269, deg=0.00
Ep 070/100 [S4:finetune]:  55%|▌| 146/264 [03:44<02:59,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:57,  1.52s/it, loss=0.928, mat=0.003, sens=1.319, deg=0.00
Ep 070/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:56,  1.52s/it, loss=0.928, mat=0.003, sens=1.319, deg=0.00
Ep 070/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:56,  1.52s/it, loss=0.891, mat=0.005, sens=1.269, deg=0.00
Ep 070/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.891, mat=0.005, sens=1.269, deg=0.00
Ep 070/100 [S4:finetune]:  56%|▌| 149/264 [03:49<02:54,  1.52s/it, loss=0.823, mat=0.003, sens=1.173, deg=0.00
Ep 070/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:55,  1.54s/it, loss=0.823, mat=0.003, sens=1.173, deg=0.00
Ep 070/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:55,  1.54s/it, loss=0.891, mat=0.002, sens=1.269, deg=0.00
Ep 070/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:53,  1.53s/it, loss=0.891, mat=0.002, sens=1.269, deg=0.00
Ep 070/100 [S4:finetune]:  57%|▌| 151/264 [03:52<02:53,  1.53s/it, loss=0.786, mat=0.005, sens=1.119, deg=0.00
Ep 070/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:50,  1.53s/it, loss=0.786, mat=0.005, sens=1.119, deg=0.00
Ep 070/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:50,  1.53s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.01
Ep 070/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:49,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.01
Ep 070/100 [S4:finetune]:  58%|▌| 153/264 [03:55<02:49,  1.52s/it, loss=0.827, mat=0.003, sens=1.178, deg=0.00
Ep 070/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.827, mat=0.003, sens=1.178, deg=0.00
Ep 070/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.754, mat=0.003, sens=1.076, deg=0.00
Ep 070/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.754, mat=0.003, sens=1.076, deg=0.00
Ep 070/100 [S4:finetune]:  59%|▌| 155/264 [03:58<02:45,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.828, mat=0.003, sens=1.181, deg=0.00
Ep 070/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:43,  1.53s/it, loss=0.828, mat=0.003, sens=1.181, deg=0.00
Ep 070/100 [S4:finetune]:  59%|▌| 157/264 [04:01<02:43,  1.53s/it, loss=0.877, mat=0.004, sens=1.247, deg=0.00
Ep 070/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:42,  1.53s/it, loss=0.877, mat=0.004, sens=1.247, deg=0.00
Ep 070/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:42,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  60%|▌| 159/264 [04:04<02:39,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:38,  1.52s/it, loss=0.763, mat=0.003, sens=1.086, deg=0.00
Ep 070/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.763, mat=0.003, sens=1.086, deg=0.00
Ep 070/100 [S4:finetune]:  61%|▌| 161/264 [04:07<02:36,  1.52s/it, loss=0.842, mat=0.003, sens=1.200, deg=0.00
Ep 070/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:35,  1.52s/it, loss=0.842, mat=0.003, sens=1.200, deg=0.00
Ep 070/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:33,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  62%|▌| 163/264 [04:10<02:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  62%|▋| 165/264 [04:13<02:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:28,  1.52s/it, loss=0.940, mat=0.005, sens=1.341, deg=0.00
Ep 070/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.940, mat=0.005, sens=1.341, deg=0.00
Ep 070/100 [S4:finetune]:  63%|▋| 167/264 [04:16<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  64%|▋| 168/264 [04:18<02:27,  1.54s/it, loss=0.884, mat=0.003, sens=1.260, deg=0.00
Ep 070/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:25,  1.53s/it, loss=0.884, mat=0.003, sens=1.260, deg=0.00
Ep 070/100 [S4:finetune]:  64%|▋| 169/264 [04:19<02:25,  1.53s/it, loss=0.822, mat=0.004, sens=1.170, deg=0.00
Ep 070/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:23,  1.53s/it, loss=0.822, mat=0.004, sens=1.170, deg=0.00
Ep 070/100 [S4:finetune]:  64%|▋| 170/264 [04:21<02:23,  1.53s/it, loss=0.833, mat=0.004, sens=1.187, deg=0.00
Ep 070/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.53s/it, loss=0.833, mat=0.004, sens=1.187, deg=0.00
Ep 070/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:21,  1.53s/it, loss=0.714, mat=0.002, sens=1.018, deg=0.00
Ep 070/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:20,  1.52s/it, loss=0.714, mat=0.002, sens=1.018, deg=0.00
Ep 070/100 [S4:finetune]:  65%|▋| 172/264 [04:24<02:20,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:18,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:16,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  66%|▋| 174/264 [04:27<02:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  67%|▋| 176/264 [04:30<02:13,  1.52s/it, loss=0.746, mat=0.003, sens=1.064, deg=0.00
Ep 070/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.52s/it, loss=0.746, mat=0.003, sens=1.064, deg=0.00
Ep 070/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:11,  1.52s/it, loss=0.797, mat=0.003, sens=1.137, deg=0.00
Ep 070/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:10,  1.52s/it, loss=0.797, mat=0.003, sens=1.137, deg=0.00
Ep 070/100 [S4:finetune]:  67%|▋| 178/264 [04:33<02:10,  1.52s/it, loss=0.760, mat=0.003, sens=1.083, deg=0.00
Ep 070/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.52s/it, loss=0.760, mat=0.003, sens=1.083, deg=0.00
Ep 070/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:08,  1.52s/it, loss=0.773, mat=0.003, sens=1.101, deg=0.00
Ep 070/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.773, mat=0.003, sens=1.101, deg=0.00
Ep 070/100 [S4:finetune]:  68%|▋| 180/264 [04:36<02:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:06,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:05,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  69%|▋| 182/264 [04:39<02:05,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:05,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:05,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:03,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  70%|▋| 184/264 [04:42<02:03,  1.54s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  70%|▋| 185/264 [04:42<02:00,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  70%|▋| 185/264 [04:43<02:00,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  70%|▋| 186/264 [04:45<01:58,  1.52s/it, loss=0.751, mat=0.003, sens=1.071, deg=0.00
Ep 070/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:57,  1.52s/it, loss=0.751, mat=0.003, sens=1.071, deg=0.00
Ep 070/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:57,  1.52s/it, loss=0.806, mat=0.003, sens=1.149, deg=0.00
Ep 070/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:55,  1.52s/it, loss=0.806, mat=0.003, sens=1.149, deg=0.00
Ep 070/100 [S4:finetune]:  71%|▋| 188/264 [04:48<01:55,  1.52s/it, loss=0.904, mat=0.003, sens=1.287, deg=0.00
Ep 070/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:54,  1.52s/it, loss=0.904, mat=0.003, sens=1.287, deg=0.00
Ep 070/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:54,  1.52s/it, loss=0.814, mat=0.003, sens=1.147, deg=0.00
Ep 070/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:52,  1.52s/it, loss=0.814, mat=0.003, sens=1.147, deg=0.00
Ep 070/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:52,  1.52s/it, loss=0.683, mat=0.003, sens=0.974, deg=0.00
Ep 070/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.52s/it, loss=0.683, mat=0.003, sens=0.974, deg=0.00
Ep 070/100 [S4:finetune]:  72%|▋| 191/264 [04:53<01:51,  1.52s/it, loss=0.786, mat=0.003, sens=1.117, deg=0.00
Ep 070/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.52s/it, loss=0.786, mat=0.003, sens=1.117, deg=0.00
Ep 070/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:49,  1.52s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.00
Ep 070/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.00
Ep 070/100 [S4:finetune]:  73%|▋| 193/264 [04:56<01:47,  1.52s/it, loss=0.789, mat=0.004, sens=1.112, deg=0.00
Ep 070/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.789, mat=0.004, sens=1.112, deg=0.00
Ep 070/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:46,  1.52s/it, loss=0.804, mat=0.003, sens=1.145, deg=0.00
Ep 070/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:46,  1.54s/it, loss=0.804, mat=0.003, sens=1.145, deg=0.00
Ep 070/100 [S4:finetune]:  74%|▋| 195/264 [04:59<01:46,  1.54s/it, loss=0.753, mat=0.003, sens=1.073, deg=0.00
Ep 070/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:44,  1.53s/it, loss=0.753, mat=0.003, sens=1.073, deg=0.00
Ep 070/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:44,  1.53s/it, loss=0.691, mat=0.003, sens=0.985, deg=0.00
Ep 070/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:42,  1.53s/it, loss=0.691, mat=0.003, sens=0.985, deg=0.00
Ep 070/100 [S4:finetune]:  75%|▋| 197/264 [05:02<01:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:40,  1.52s/it, loss=0.692, mat=0.002, sens=0.986, deg=0.00
Ep 070/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:39,  1.52s/it, loss=0.692, mat=0.002, sens=0.986, deg=0.00
Ep 070/100 [S4:finetune]:  75%|▊| 199/264 [05:05<01:39,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  76%|▊| 201/264 [05:08<01:35,  1.52s/it, loss=0.573, mat=0.002, sens=0.818, deg=0.00
Ep 070/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:34,  1.52s/it, loss=0.573, mat=0.002, sens=0.818, deg=0.00
Ep 070/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:34,  1.52s/it, loss=0.759, mat=0.002, sens=1.082, deg=0.00
Ep 070/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.52s/it, loss=0.759, mat=0.002, sens=1.082, deg=0.00
Ep 070/100 [S4:finetune]:  77%|▊| 203/264 [05:11<01:32,  1.52s/it, loss=0.725, mat=0.004, sens=1.033, deg=0.00
Ep 070/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:31,  1.52s/it, loss=0.725, mat=0.004, sens=1.033, deg=0.00
Ep 070/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:31,  1.52s/it, loss=0.689, mat=0.003, sens=0.981, deg=0.00
Ep 070/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:30,  1.53s/it, loss=0.689, mat=0.003, sens=0.981, deg=0.00
Ep 070/100 [S4:finetune]:  78%|▊| 205/264 [05:14<01:30,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:28,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  78%|▊| 207/264 [05:17<01:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:25,  1.52s/it, loss=0.631, mat=0.003, sens=0.900, deg=0.00
Ep 070/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=0.631, mat=0.003, sens=0.900, deg=0.00
Ep 070/100 [S4:finetune]:  79%|▊| 209/264 [05:20<01:23,  1.52s/it, loss=0.693, mat=0.005, sens=0.988, deg=0.00
Ep 070/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:21,  1.52s/it, loss=0.693, mat=0.005, sens=0.988, deg=0.00
Ep 070/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:21,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  80%|▊| 211/264 [05:23<01:20,  1.52s/it, loss=0.672, mat=0.003, sens=0.958, deg=0.00
Ep 070/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.52s/it, loss=0.672, mat=0.003, sens=0.958, deg=0.00
Ep 070/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:18,  1.52s/it, loss=0.729, mat=0.002, sens=1.040, deg=0.00
Ep 070/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.52s/it, loss=0.729, mat=0.002, sens=1.040, deg=0.00
Ep 070/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:17,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:16,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  81%|▊| 214/264 [05:28<01:16,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:15,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:15,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  82%|▊| 216/264 [05:31<01:13,  1.53s/it, loss=0.665, mat=0.003, sens=0.947, deg=0.00
Ep 070/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.53s/it, loss=0.665, mat=0.003, sens=0.947, deg=0.00
Ep 070/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  83%|▊| 218/264 [05:34<01:09,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.52s/it, loss=0.589, mat=0.004, sens=0.839, deg=0.00
Ep 070/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.52s/it, loss=0.589, mat=0.004, sens=0.839, deg=0.00
Ep 070/100 [S4:finetune]:  83%|▊| 220/264 [05:37<01:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:05,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  84%|▊| 222/264 [05:40<01:03,  1.52s/it, loss=0.582, mat=0.004, sens=0.828, deg=0.00
Ep 070/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.582, mat=0.004, sens=0.828, deg=0.00
Ep 070/100 [S4:finetune]:  84%|▊| 223/264 [05:41<01:02,  1.52s/it, loss=0.615, mat=0.004, sens=0.874, deg=0.00
Ep 070/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:00,  1.52s/it, loss=0.615, mat=0.004, sens=0.874, deg=0.00
Ep 070/100 [S4:finetune]:  85%|▊| 224/264 [05:43<01:00,  1.52s/it, loss=0.555, mat=0.004, sens=0.790, deg=0.00
Ep 070/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.52s/it, loss=0.555, mat=0.004, sens=0.790, deg=0.00
Ep 070/100 [S4:finetune]:  85%|▊| 225/264 [05:44<00:59,  1.52s/it, loss=0.558, mat=0.004, sens=0.793, deg=0.00
Ep 070/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.52s/it, loss=0.558, mat=0.004, sens=0.793, deg=0.00
Ep 070/100 [S4:finetune]:  86%|▊| 226/264 [05:46<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:56,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:55,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  86%|▊| 228/264 [05:49<00:55,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:54,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:54,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:52,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  87%|▊| 230/264 [05:52<00:52,  1.54s/it, loss=0.616, mat=0.002, sens=0.878, deg=0.00
Ep 070/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:50,  1.53s/it, loss=0.616, mat=0.002, sens=0.878, deg=0.00
Ep 070/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:50,  1.53s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.00
Ep 070/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.53s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.00
Ep 070/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:48,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  88%|▉| 233/264 [05:57<00:47,  1.52s/it, loss=0.578, mat=0.002, sens=0.824, deg=0.00
Ep 070/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.578, mat=0.002, sens=0.824, deg=0.00
Ep 070/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:45,  1.52s/it, loss=0.551, mat=0.004, sens=0.785, deg=0.00
Ep 070/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:44,  1.52s/it, loss=0.551, mat=0.004, sens=0.785, deg=0.00
Ep 070/100 [S4:finetune]:  89%|▉| 235/264 [06:00<00:44,  1.52s/it, loss=0.557, mat=0.005, sens=0.791, deg=0.00
Ep 070/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.557, mat=0.005, sens=0.791, deg=0.00
Ep 070/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  90%|▉| 237/264 [06:03<00:41,  1.52s/it, loss=0.694, mat=0.003, sens=0.990, deg=0.00
Ep 070/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.694, mat=0.003, sens=0.990, deg=0.00
Ep 070/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.649, mat=0.003, sens=0.925, deg=0.00
Ep 070/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:38,  1.52s/it, loss=0.649, mat=0.003, sens=0.925, deg=0.00
Ep 070/100 [S4:finetune]:  91%|▉| 239/264 [06:06<00:38,  1.52s/it, loss=0.586, mat=0.002, sens=0.835, deg=0.00
Ep 070/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:37,  1.54s/it, loss=0.586, mat=0.002, sens=0.835, deg=0.00
Ep 070/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:37,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:35,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  91%|▉| 241/264 [06:09<00:35,  1.54s/it, loss=0.660, mat=0.002, sens=0.939, deg=0.00
Ep 070/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.53s/it, loss=0.660, mat=0.002, sens=0.939, deg=0.00
Ep 070/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  92%|▉| 243/264 [06:12<00:32,  1.53s/it, loss=0.617, mat=0.003, sens=0.877, deg=0.00
Ep 070/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.52s/it, loss=0.617, mat=0.003, sens=0.877, deg=0.00
Ep 070/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.52s/it, loss=0.638, mat=0.004, sens=0.909, deg=0.00
Ep 070/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.52s/it, loss=0.638, mat=0.004, sens=0.909, deg=0.00
Ep 070/100 [S4:finetune]:  93%|▉| 245/264 [06:15<00:28,  1.52s/it, loss=0.698, mat=0.003, sens=0.996, deg=0.00
Ep 070/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.52s/it, loss=0.698, mat=0.003, sens=0.996, deg=0.00
Ep 070/100 [S4:finetune]:  93%|▉| 246/264 [06:16<00:27,  1.52s/it, loss=0.618, mat=0.003, sens=0.882, deg=0.00
Ep 070/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.52s/it, loss=0.618, mat=0.003, sens=0.882, deg=0.00
Ep 070/100 [S4:finetune]:  94%|▉| 247/264 [06:18<00:25,  1.52s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.00
Ep 070/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.00
Ep 070/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.641, mat=0.003, sens=0.913, deg=0.00
Ep 070/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.641, mat=0.003, sens=0.913, deg=0.00
Ep 070/100 [S4:finetune]:  94%|▉| 249/264 [06:21<00:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  95%|▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.731, mat=0.003, sens=1.042, deg=0.00
Ep 070/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.731, mat=0.003, sens=1.042, deg=0.00
Ep 070/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  96%|▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.780, mat=0.003, sens=1.113, deg=0.00
Ep 070/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.53s/it, loss=0.780, mat=0.003, sens=1.113, deg=0.00
Ep 070/100 [S4:finetune]:  96%|▉| 254/264 [06:29<00:15,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  97%|▉| 256/264 [06:32<00:12,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  98%|▉| 258/264 [06:35<00:09,  1.55s/it, loss=0.721, mat=0.003, sens=1.024, deg=0.00
Ep 070/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.54s/it, loss=0.721, mat=0.003, sens=1.024, deg=0.00
Ep 070/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  98%|▉| 260/264 [06:38<00:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.53s/it, loss=0.756, mat=0.004, sens=1.076, deg=0.00
Ep 070/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.53s/it, loss=0.756, mat=0.004, sens=1.076, deg=0.00
Ep 070/100 [S4:finetune]:  99%|▉| 262/264 [06:41<00:03,  1.53s/it, loss=0.762, mat=0.002, sens=1.086, deg=0.00
Ep 070/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.53s/it, loss=0.762, mat=0.002, sens=1.086, deg=0.00
Ep 070/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 070/100 [S4:finetune]: 100%|█| 264/264 [06:42<00:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
                                                                                                              
Epoch 070/100 [S4:finetune]  loss=0.4158  mat=0.0032  sens=0.5831  deg=0.0004  orth=0.0066  α=0.3 β=0.7 γ=0.2  403s

Ep 071/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 071/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.729, mat=0.002, sens=1.039, deg=0.000]
Ep 071/100 [S4:finetune]:   0%| | 1/264 [00:02<08:50,  2.02s/it, loss=0.729, mat=0.002, sens=1.039, deg=0.000]
Ep 071/100 [S4:finetune]:   0%| | 1/264 [00:03<08:50,  2.02s/it, loss=0.749, mat=0.002, sens=1.068, deg=0.000]
Ep 071/100 [S4:finetune]:   1%| | 2/264 [00:03<07:31,  1.72s/it, loss=0.749, mat=0.002, sens=1.068, deg=0.000]
Ep 071/100 [S4:finetune]:   1%| | 2/264 [00:05<07:31,  1.72s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 071/100 [S4:finetune]:   1%| | 3/264 [00:05<07:04,  1.62s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 071/100 [S4:finetune]:   1%| | 3/264 [00:06<07:04,  1.62s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 071/100 [S4:finetune]:   2%| | 4/264 [00:06<06:50,  1.58s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 071/100 [S4:finetune]:   2%| | 4/264 [00:08<06:50,  1.58s/it, loss=0.734, mat=0.004, sens=1.045, deg=0.000]
Ep 071/100 [S4:finetune]:   2%| | 5/264 [00:08<06:42,  1.56s/it, loss=0.734, mat=0.004, sens=1.045, deg=0.000]
Ep 071/100 [S4:finetune]:   2%| | 5/264 [00:09<06:42,  1.56s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 071/100 [S4:finetune]:   2%| | 6/264 [00:09<06:37,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 071/100 [S4:finetune]:   2%| | 6/264 [00:11<06:37,  1.54s/it, loss=0.735, mat=0.003, sens=1.048, deg=0.000]
Ep 071/100 [S4:finetune]:   3%| | 7/264 [00:11<06:34,  1.53s/it, loss=0.735, mat=0.003, sens=1.048, deg=0.000]
Ep 071/100 [S4:finetune]:   3%| | 7/264 [00:12<06:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 071/100 [S4:finetune]:   3%| | 8/264 [00:12<06:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 071/100 [S4:finetune]:   3%| | 8/264 [00:14<06:30,  1.53s/it, loss=0.726, mat=0.004, sens=1.034, deg=0.000]
Ep 071/100 [S4:finetune]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.726, mat=0.004, sens=1.034, deg=0.000]
Ep 071/100 [S4:finetune]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.704, mat=0.003, sens=1.004, deg=0.001]
Ep 071/100 [S4:finetune]:   4%| | 10/264 [00:15<06:26,  1.52s/it, loss=0.704, mat=0.003, sens=1.004, deg=0.001
Ep 071/100 [S4:finetune]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   4%| | 11/264 [00:17<06:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   4%| | 11/264 [00:18<06:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 071/100 [S4:finetune]:   5%| | 12/264 [00:18<06:31,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 071/100 [S4:finetune]:   5%| | 12/264 [00:20<06:31,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   5%| | 13/264 [00:20<06:29,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   5%| | 13/264 [00:21<06:29,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   5%| | 14/264 [00:21<06:26,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   5%| | 14/264 [00:23<06:26,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   6%| | 15/264 [00:23<06:22,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   6%| | 15/264 [00:24<06:22,  1.54s/it, loss=0.766, mat=0.002, sens=1.093, deg=0.000
Ep 071/100 [S4:finetune]:   6%| | 16/264 [00:24<06:19,  1.53s/it, loss=0.766, mat=0.002, sens=1.093, deg=0.000
Ep 071/100 [S4:finetune]:   6%| | 16/264 [00:26<06:19,  1.53s/it, loss=0.710, mat=0.003, sens=1.009, deg=0.000
Ep 071/100 [S4:finetune]:   6%| | 17/264 [00:26<06:16,  1.52s/it, loss=0.710, mat=0.003, sens=1.009, deg=0.000
Ep 071/100 [S4:finetune]:   6%| | 17/264 [00:27<06:16,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   7%| | 18/264 [00:27<06:14,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   7%| | 18/264 [00:29<06:14,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   7%| | 19/264 [00:29<06:13,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   7%| | 19/264 [00:30<06:13,  1.52s/it, loss=0.685, mat=0.003, sens=0.977, deg=0.000
Ep 071/100 [S4:finetune]:   8%| | 20/264 [00:30<06:11,  1.52s/it, loss=0.685, mat=0.003, sens=0.977, deg=0.000
Ep 071/100 [S4:finetune]:   8%| | 20/264 [00:32<06:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   8%| | 21/264 [00:32<06:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   8%| | 21/264 [00:34<06:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   8%| | 22/264 [00:34<06:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   8%| | 22/264 [00:35<06:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   9%| | 23/264 [00:35<06:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:   9%| | 23/264 [00:37<06:05,  1.52s/it, loss=0.638, mat=0.003, sens=0.907, deg=0.000
Ep 071/100 [S4:finetune]:   9%| | 24/264 [00:37<06:04,  1.52s/it, loss=0.638, mat=0.003, sens=0.907, deg=0.000
Ep 071/100 [S4:finetune]:   9%| | 24/264 [00:38<06:04,  1.52s/it, loss=0.697, mat=0.004, sens=0.990, deg=0.000
Ep 071/100 [S4:finetune]:   9%| | 25/264 [00:38<06:02,  1.52s/it, loss=0.697, mat=0.004, sens=0.990, deg=0.000
Ep 071/100 [S4:finetune]:   9%| | 25/264 [00:40<06:02,  1.52s/it, loss=0.759, mat=0.005, sens=1.081, deg=0.000
Ep 071/100 [S4:finetune]:  10%| | 26/264 [00:40<06:07,  1.54s/it, loss=0.759, mat=0.005, sens=1.081, deg=0.000
Ep 071/100 [S4:finetune]:  10%| | 26/264 [00:41<06:07,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  10%| | 27/264 [00:41<06:03,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  10%| | 27/264 [00:43<06:03,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  11%| | 28/264 [00:43<06:01,  1.53s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  11%| | 28/264 [00:44<06:01,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  11%| | 29/264 [00:44<05:58,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  11%| | 29/264 [00:46<05:58,  1.53s/it, loss=0.698, mat=0.002, sens=0.995, deg=0.000
Ep 071/100 [S4:finetune]:  11%| | 30/264 [00:46<05:57,  1.53s/it, loss=0.698, mat=0.002, sens=0.995, deg=0.000
Ep 071/100 [S4:finetune]:  11%| | 30/264 [00:47<05:57,  1.53s/it, loss=0.674, mat=0.004, sens=0.959, deg=0.000
Ep 071/100 [S4:finetune]:  12%| | 31/264 [00:47<05:55,  1.52s/it, loss=0.674, mat=0.004, sens=0.959, deg=0.000
Ep 071/100 [S4:finetune]:  12%| | 31/264 [00:49<05:55,  1.52s/it, loss=0.661, mat=0.003, sens=0.936, deg=0.000
Ep 071/100 [S4:finetune]:  12%| | 32/264 [00:49<05:53,  1.52s/it, loss=0.661, mat=0.003, sens=0.936, deg=0.000
Ep 071/100 [S4:finetune]:  12%| | 32/264 [00:50<05:53,  1.52s/it, loss=0.674, mat=0.003, sens=0.956, deg=0.000
Ep 071/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:51,  1.52s/it, loss=0.674, mat=0.003, sens=0.956, deg=0.000
Ep 071/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:51,  1.52s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:50,  1.52s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:50,  1.52s/it, loss=0.653, mat=0.003, sens=0.926, deg=0.000
Ep 071/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:48,  1.52s/it, loss=0.653, mat=0.003, sens=0.926, deg=0.000
Ep 071/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:48,  1.52s/it, loss=0.683, mat=0.003, sens=0.970, deg=0.000
Ep 071/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:47,  1.52s/it, loss=0.683, mat=0.003, sens=0.970, deg=0.000
Ep 071/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:47,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:47,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:47,  1.53s/it, loss=0.684, mat=0.004, sens=0.966, deg=0.000
Ep 071/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:51,  1.55s/it, loss=0.684, mat=0.004, sens=0.966, deg=0.000
Ep 071/100 [S4:finetune]:  14%|▏| 38/264 [01:00<05:51,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:47,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:47,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:44,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  15%|▏| 40/264 [01:03<05:44,  1.54s/it, loss=0.640, mat=0.003, sens=0.910, deg=0.000
Ep 071/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:41,  1.53s/it, loss=0.640, mat=0.003, sens=0.910, deg=0.000
Ep 071/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:41,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:39,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:39,  1.53s/it, loss=0.696, mat=0.003, sens=0.993, deg=0.000
Ep 071/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:37,  1.53s/it, loss=0.696, mat=0.003, sens=0.993, deg=0.000
Ep 071/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:37,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:35,  1.52s/it, loss=0.697, mat=0.004, sens=0.990, deg=0.000
Ep 071/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:33,  1.52s/it, loss=0.697, mat=0.004, sens=0.990, deg=0.000
Ep 071/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:33,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:30,  1.52s/it, loss=0.738, mat=0.005, sens=1.051, deg=0.000
Ep 071/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:28,  1.52s/it, loss=0.738, mat=0.005, sens=1.051, deg=0.000
Ep 071/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:28,  1.52s/it, loss=0.753, mat=0.003, sens=1.073, deg=0.000
Ep 071/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:27,  1.52s/it, loss=0.753, mat=0.003, sens=1.073, deg=0.000
Ep 071/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:26,  1.52s/it, loss=0.705, mat=0.002, sens=1.005, deg=0.000
Ep 071/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:24,  1.52s/it, loss=0.705, mat=0.002, sens=1.005, deg=0.000
Ep 071/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:21,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:19,  1.52s/it, loss=0.703, mat=0.002, sens=1.002, deg=0.000
Ep 071/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:17,  1.52s/it, loss=0.703, mat=0.002, sens=1.002, deg=0.000
Ep 071/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:20,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:20,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:17,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  22%|▏| 57/264 [01:29<05:17,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:15,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:15,  1.53s/it, loss=0.739, mat=0.003, sens=1.054, deg=0.000
Ep 071/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:13,  1.53s/it, loss=0.739, mat=0.003, sens=1.054, deg=0.000
Ep 071/100 [S4:finetune]:  22%|▏| 59/264 [01:32<05:13,  1.53s/it, loss=0.769, mat=0.003, sens=1.096, deg=0.000
Ep 071/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:11,  1.53s/it, loss=0.769, mat=0.003, sens=1.096, deg=0.000
Ep 071/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:11,  1.53s/it, loss=0.709, mat=0.004, sens=1.008, deg=0.000
Ep 071/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:11,  1.53s/it, loss=0.709, mat=0.004, sens=1.008, deg=0.000
Ep 071/100 [S4:finetune]:  23%|▏| 61/264 [01:35<05:11,  1.53s/it, loss=0.755, mat=0.003, sens=1.077, deg=0.000
Ep 071/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:09,  1.53s/it, loss=0.755, mat=0.003, sens=1.077, deg=0.000
Ep 071/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:09,  1.53s/it, loss=0.924, mat=0.005, sens=1.124, deg=0.000
Ep 071/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:07,  1.53s/it, loss=0.924, mat=0.005, sens=1.124, deg=0.000
Ep 071/100 [S4:finetune]:  24%|▏| 63/264 [01:38<05:07,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:05,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:05,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.015
Ep 071/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:03,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.015
Ep 071/100 [S4:finetune]:  25%|▏| 65/264 [01:41<05:03,  1.53s/it, loss=0.871, mat=0.003, sens=1.239, deg=0.000
Ep 071/100 [S4:finetune]:  25%|▎| 66/264 [01:41<05:02,  1.53s/it, loss=0.871, mat=0.003, sens=1.239, deg=0.000
Ep 071/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:02,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  25%|▎| 67/264 [01:42<05:00,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  25%|▎| 67/264 [01:44<05:00,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:58,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:58,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:56,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:56,  1.52s/it, loss=0.719, mat=0.003, sens=1.023, deg=0.000
Ep 071/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:55,  1.52s/it, loss=0.719, mat=0.003, sens=1.023, deg=0.000
Ep 071/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:55,  1.52s/it, loss=0.808, mat=0.004, sens=1.152, deg=0.000
Ep 071/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:58,  1.55s/it, loss=0.808, mat=0.004, sens=1.152, deg=0.000
Ep 071/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:58,  1.55s/it, loss=0.692, mat=0.004, sens=0.978, deg=0.000
Ep 071/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:55,  1.54s/it, loss=0.692, mat=0.004, sens=0.978, deg=0.000
Ep 071/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:55,  1.54s/it, loss=0.810, mat=0.003, sens=1.155, deg=0.000
Ep 071/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:52,  1.53s/it, loss=0.810, mat=0.003, sens=1.155, deg=0.000
Ep 071/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:50,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:48,  1.53s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.004
Ep 071/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:46,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.004
Ep 071/100 [S4:finetune]:  29%|▎| 76/264 [01:58<04:46,  1.52s/it, loss=0.700, mat=0.003, sens=0.998, deg=0.000
Ep 071/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:44,  1.52s/it, loss=0.700, mat=0.003, sens=0.998, deg=0.000
Ep 071/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:44,  1.52s/it, loss=0.700, mat=0.003, sens=0.989, deg=0.017
Ep 071/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:42,  1.52s/it, loss=0.700, mat=0.003, sens=0.989, deg=0.017
Ep 071/100 [S4:finetune]:  30%|▎| 78/264 [02:01<04:42,  1.52s/it, loss=0.772, mat=0.004, sens=1.095, deg=0.000
Ep 071/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:41,  1.52s/it, loss=0.772, mat=0.004, sens=1.095, deg=0.000
Ep 071/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  30%|▎| 80/264 [02:04<04:40,  1.52s/it, loss=0.672, mat=0.003, sens=0.958, deg=0.000
Ep 071/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:38,  1.52s/it, loss=0.672, mat=0.003, sens=0.958, deg=0.000
Ep 071/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:38,  1.52s/it, loss=0.677, mat=0.003, sens=0.964, deg=0.000
Ep 071/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:37,  1.52s/it, loss=0.677, mat=0.003, sens=0.964, deg=0.000
Ep 071/100 [S4:finetune]:  31%|▎| 82/264 [02:07<04:37,  1.52s/it, loss=0.815, mat=0.005, sens=1.159, deg=0.000
Ep 071/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:40,  1.55s/it, loss=0.815, mat=0.005, sens=1.159, deg=0.000
Ep 071/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:40,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:37,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  32%|▎| 84/264 [02:10<04:37,  1.54s/it, loss=0.754, mat=0.003, sens=1.074, deg=0.000
Ep 071/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:34,  1.53s/it, loss=0.754, mat=0.003, sens=1.074, deg=0.000
Ep 071/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:34,  1.53s/it, loss=0.615, mat=0.002, sens=0.875, deg=0.000
Ep 071/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:34,  1.54s/it, loss=0.615, mat=0.002, sens=0.875, deg=0.000
Ep 071/100 [S4:finetune]:  33%|▎| 86/264 [02:13<04:34,  1.54s/it, loss=0.806, mat=0.004, sens=1.148, deg=0.000
Ep 071/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:31,  1.53s/it, loss=0.806, mat=0.004, sens=1.148, deg=0.000
Ep 071/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:29,  1.53s/it, loss=0.756, mat=0.003, sens=1.077, deg=0.000
Ep 071/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:27,  1.53s/it, loss=0.756, mat=0.003, sens=1.077, deg=0.000
Ep 071/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:27,  1.53s/it, loss=0.827, mat=0.003, sens=1.178, deg=0.000
Ep 071/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:25,  1.52s/it, loss=0.827, mat=0.003, sens=1.178, deg=0.000
Ep 071/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:25,  1.52s/it, loss=0.680, mat=0.004, sens=0.967, deg=0.000
Ep 071/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.680, mat=0.004, sens=0.967, deg=0.000
Ep 071/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  35%|▎| 93/264 [02:24<04:20,  1.52s/it, loss=0.667, mat=0.003, sens=0.950, deg=0.000
Ep 071/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:18,  1.52s/it, loss=0.667, mat=0.003, sens=0.950, deg=0.000
Ep 071/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:18,  1.52s/it, loss=0.752, mat=0.003, sens=1.072, deg=0.000
Ep 071/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:17,  1.52s/it, loss=0.752, mat=0.003, sens=1.072, deg=0.000
Ep 071/100 [S4:finetune]:  36%|▎| 95/264 [02:27<04:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 071/100 [S4:finetune]:  37%|▎| 97/264 [02:30<04:14,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001
Ep 071/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:12,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001
Ep 071/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:12,  1.52s/it, loss=0.707, mat=0.005, sens=1.005, deg=0.002
Ep 071/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:10,  1.52s/it, loss=0.707, mat=0.005, sens=1.005, deg=0.002
Ep 071/100 [S4:finetune]:  38%|▍| 99/264 [02:33<04:10,  1.52s/it, loss=0.828, mat=0.003, sens=1.181, deg=0.000
Ep 071/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:09,  1.52s/it, loss=0.828, mat=0.003, sens=1.181, deg=0.00
Ep 071/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:11,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  38%|▍| 101/264 [02:36<04:11,  1.54s/it, loss=0.749, mat=0.003, sens=1.068, deg=0.00
Ep 071/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:08,  1.54s/it, loss=0.749, mat=0.003, sens=1.068, deg=0.00
Ep 071/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:08,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  39%|▍| 103/264 [02:39<04:06,  1.53s/it, loss=0.813, mat=0.004, sens=1.159, deg=0.00
Ep 071/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:04,  1.53s/it, loss=0.813, mat=0.004, sens=1.159, deg=0.00
Ep 071/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:04,  1.53s/it, loss=0.902, mat=0.003, sens=1.286, deg=0.00
Ep 071/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:02,  1.53s/it, loss=0.902, mat=0.003, sens=1.286, deg=0.00
Ep 071/100 [S4:finetune]:  40%|▍| 105/264 [02:42<04:02,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:00,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  41%|▍| 107/264 [02:45<03:58,  1.52s/it, loss=0.842, mat=0.002, sens=1.200, deg=0.00
Ep 071/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.842, mat=0.002, sens=1.200, deg=0.00
Ep 071/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:57,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:55,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:55,  1.53s/it, loss=0.847, mat=0.003, sens=1.208, deg=0.00
Ep 071/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:54,  1.53s/it, loss=0.847, mat=0.003, sens=1.208, deg=0.00
Ep 071/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:54,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:52,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  42%|▍| 112/264 [02:53<03:52,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:50,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  43%|▍| 114/264 [02:56<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:50,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:50,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:48,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  44%|▍| 116/264 [02:59<03:48,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:45,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:43,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  45%|▍| 118/264 [03:02<03:43,  1.53s/it, loss=0.742, mat=0.003, sens=1.058, deg=0.00
Ep 071/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:41,  1.53s/it, loss=0.742, mat=0.003, sens=1.058, deg=0.00
Ep 071/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:41,  1.53s/it, loss=0.793, mat=0.003, sens=1.129, deg=0.01
Ep 071/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:39,  1.53s/it, loss=0.793, mat=0.003, sens=1.129, deg=0.01
Ep 071/100 [S4:finetune]:  45%|▍| 120/264 [03:05<03:39,  1.53s/it, loss=0.805, mat=0.003, sens=1.148, deg=0.00
Ep 071/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:38,  1.53s/it, loss=0.805, mat=0.003, sens=1.148, deg=0.00
Ep 071/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:38,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:36,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  46%|▍| 122/264 [03:08<03:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  47%|▍| 124/264 [03:11<03:32,  1.52s/it, loss=0.785, mat=0.003, sens=1.120, deg=0.00
Ep 071/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:31,  1.52s/it, loss=0.785, mat=0.003, sens=1.120, deg=0.00
Ep 071/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:31,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  48%|▍| 126/264 [03:14<03:29,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:31,  1.54s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:31,  1.54s/it, loss=0.791, mat=0.003, sens=1.126, deg=0.00
Ep 071/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:28,  1.54s/it, loss=0.791, mat=0.003, sens=1.126, deg=0.00
Ep 071/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:28,  1.54s/it, loss=0.796, mat=0.003, sens=1.132, deg=0.00
Ep 071/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:26,  1.53s/it, loss=0.796, mat=0.003, sens=1.132, deg=0.00
Ep 071/100 [S4:finetune]:  49%|▍| 129/264 [03:19<03:26,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:24,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:24,  1.53s/it, loss=0.726, mat=0.003, sens=1.034, deg=0.00
Ep 071/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:23,  1.53s/it, loss=0.726, mat=0.003, sens=1.034, deg=0.00
Ep 071/100 [S4:finetune]:  50%|▍| 131/264 [03:22<03:23,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:21,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:21,  1.52s/it, loss=0.757, mat=0.002, sens=1.074, deg=0.00
Ep 071/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:19,  1.52s/it, loss=0.757, mat=0.002, sens=1.074, deg=0.00
Ep 071/100 [S4:finetune]:  50%|▌| 133/264 [03:25<03:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:19,  1.53s/it, loss=0.830, mat=0.003, sens=1.183, deg=0.00
Ep 071/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:17,  1.53s/it, loss=0.830, mat=0.003, sens=1.183, deg=0.00
Ep 071/100 [S4:finetune]:  51%|▌| 135/264 [03:28<03:17,  1.53s/it, loss=0.793, mat=0.004, sens=1.129, deg=0.00
Ep 071/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:15,  1.53s/it, loss=0.793, mat=0.004, sens=1.129, deg=0.00
Ep 071/100 [S4:finetune]:  52%|▌| 136/264 [03:29<03:15,  1.53s/it, loss=0.757, mat=0.003, sens=1.079, deg=0.00
Ep 071/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:14,  1.53s/it, loss=0.757, mat=0.003, sens=1.079, deg=0.00
Ep 071/100 [S4:finetune]:  52%|▌| 137/264 [03:31<03:14,  1.53s/it, loss=0.784, mat=0.004, sens=1.115, deg=0.00
Ep 071/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:12,  1.53s/it, loss=0.784, mat=0.004, sens=1.115, deg=0.00
Ep 071/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:12,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  53%|▌| 139/264 [03:34<03:10,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:08,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:07,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  53%|▌| 141/264 [03:37<03:07,  1.53s/it, loss=0.862, mat=0.004, sens=1.229, deg=0.00
Ep 071/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:06,  1.53s/it, loss=0.862, mat=0.004, sens=1.229, deg=0.00
Ep 071/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:06,  1.53s/it, loss=0.768, mat=0.004, sens=1.094, deg=0.00
Ep 071/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:04,  1.52s/it, loss=0.768, mat=0.004, sens=1.094, deg=0.00
Ep 071/100 [S4:finetune]:  54%|▌| 143/264 [03:40<03:04,  1.52s/it, loss=0.918, mat=0.003, sens=1.310, deg=0.00
Ep 071/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:02,  1.52s/it, loss=0.918, mat=0.003, sens=1.310, deg=0.00
Ep 071/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:02,  1.52s/it, loss=0.858, mat=0.004, sens=1.224, deg=0.00
Ep 071/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:03,  1.54s/it, loss=0.858, mat=0.004, sens=1.224, deg=0.00
Ep 071/100 [S4:finetune]:  55%|▌| 145/264 [03:43<03:03,  1.54s/it, loss=0.881, mat=0.004, sens=1.257, deg=0.00
Ep 071/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:01,  1.54s/it, loss=0.881, mat=0.004, sens=1.257, deg=0.00
Ep 071/100 [S4:finetune]:  55%|▌| 146/264 [03:45<03:01,  1.54s/it, loss=0.823, mat=0.003, sens=1.173, deg=0.00
Ep 071/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:59,  1.53s/it, loss=0.823, mat=0.003, sens=1.173, deg=0.00
Ep 071/100 [S4:finetune]:  56%|▌| 147/264 [03:46<02:59,  1.53s/it, loss=0.781, mat=0.002, sens=1.113, deg=0.00
Ep 071/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:57,  1.53s/it, loss=0.781, mat=0.002, sens=1.113, deg=0.00
Ep 071/100 [S4:finetune]:  56%|▌| 148/264 [03:48<02:57,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:55,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  56%|▌| 149/264 [03:49<02:55,  1.53s/it, loss=0.906, mat=0.002, sens=1.291, deg=0.00
Ep 071/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:53,  1.52s/it, loss=0.906, mat=0.002, sens=1.291, deg=0.00
Ep 071/100 [S4:finetune]:  57%|▌| 150/264 [03:51<02:53,  1.52s/it, loss=0.806, mat=0.004, sens=1.147, deg=0.00
Ep 071/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:52,  1.52s/it, loss=0.806, mat=0.004, sens=1.147, deg=0.00
Ep 071/100 [S4:finetune]:  57%|▌| 151/264 [03:52<02:52,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  58%|▌| 152/264 [03:54<02:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:48,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  58%|▌| 153/264 [03:55<02:48,  1.52s/it, loss=0.832, mat=0.003, sens=1.186, deg=0.00
Ep 071/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.832, mat=0.003, sens=1.186, deg=0.00
Ep 071/100 [S4:finetune]:  58%|▌| 154/264 [03:57<02:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  59%|▌| 155/264 [03:58<02:46,  1.52s/it, loss=0.819, mat=0.004, sens=1.167, deg=0.00
Ep 071/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.53s/it, loss=0.819, mat=0.004, sens=1.167, deg=0.00
Ep 071/100 [S4:finetune]:  59%|▌| 156/264 [04:00<02:44,  1.53s/it, loss=0.969, mat=0.004, sens=1.381, deg=0.00
Ep 071/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:43,  1.53s/it, loss=0.969, mat=0.004, sens=1.381, deg=0.00
Ep 071/100 [S4:finetune]:  59%|▌| 157/264 [04:01<02:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  60%|▌| 158/264 [04:03<02:42,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:41,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  60%|▌| 159/264 [04:04<02:41,  1.53s/it, loss=0.932, mat=0.004, sens=1.327, deg=0.00
Ep 071/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:41,  1.55s/it, loss=0.932, mat=0.004, sens=1.327, deg=0.00
Ep 071/100 [S4:finetune]:  61%|▌| 160/264 [04:06<02:41,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:38,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  61%|▌| 161/264 [04:07<02:38,  1.54s/it, loss=0.903, mat=0.002, sens=1.289, deg=0.00
Ep 071/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:36,  1.54s/it, loss=0.903, mat=0.002, sens=1.289, deg=0.00
Ep 071/100 [S4:finetune]:  61%|▌| 162/264 [04:09<02:36,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:34,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  62%|▌| 163/264 [04:11<02:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  62%|▌| 164/264 [04:12<02:32,  1.53s/it, loss=0.789, mat=0.005, sens=1.123, deg=0.00
Ep 071/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:31,  1.53s/it, loss=0.789, mat=0.005, sens=1.123, deg=0.00
Ep 071/100 [S4:finetune]:  62%|▋| 165/264 [04:14<02:31,  1.53s/it, loss=0.794, mat=0.003, sens=1.132, deg=0.00
Ep 071/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:29,  1.52s/it, loss=0.794, mat=0.003, sens=1.132, deg=0.00
Ep 071/100 [S4:finetune]:  63%|▋| 166/264 [04:15<02:29,  1.52s/it, loss=0.964, mat=0.003, sens=1.376, deg=0.00
Ep 071/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:27,  1.52s/it, loss=0.964, mat=0.003, sens=1.376, deg=0.00
Ep 071/100 [S4:finetune]:  63%|▋| 167/264 [04:17<02:27,  1.52s/it, loss=0.949, mat=0.004, sens=1.353, deg=0.00
Ep 071/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:26,  1.52s/it, loss=0.949, mat=0.004, sens=1.353, deg=0.00
Ep 071/100 [S4:finetune]:  64%|▋| 168/264 [04:18<02:26,  1.52s/it, loss=0.892, mat=0.004, sens=1.271, deg=0.00
Ep 071/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:24,  1.52s/it, loss=0.892, mat=0.004, sens=1.271, deg=0.00
Ep 071/100 [S4:finetune]:  64%|▋| 169/264 [04:20<02:24,  1.52s/it, loss=0.801, mat=0.002, sens=1.142, deg=0.00
Ep 071/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:23,  1.52s/it, loss=0.801, mat=0.002, sens=1.142, deg=0.00
Ep 071/100 [S4:finetune]:  64%|▋| 170/264 [04:21<02:23,  1.52s/it, loss=0.904, mat=0.003, sens=1.289, deg=0.00
Ep 071/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.904, mat=0.003, sens=1.289, deg=0.00
Ep 071/100 [S4:finetune]:  65%|▋| 171/264 [04:23<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:22,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  65%|▋| 172/264 [04:24<02:22,  1.55s/it, loss=0.902, mat=0.003, sens=1.285, deg=0.00
Ep 071/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:20,  1.54s/it, loss=0.902, mat=0.003, sens=1.285, deg=0.00
Ep 071/100 [S4:finetune]:  66%|▋| 173/264 [04:26<02:20,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:18,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  66%|▋| 174/264 [04:27<02:18,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:16,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  66%|▋| 175/264 [04:29<02:16,  1.53s/it, loss=0.780, mat=0.004, sens=1.110, deg=0.00
Ep 071/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:14,  1.53s/it, loss=0.780, mat=0.004, sens=1.110, deg=0.00
Ep 071/100 [S4:finetune]:  67%|▋| 176/264 [04:30<02:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  67%|▋| 177/264 [04:32<02:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  67%|▋| 178/264 [04:33<02:11,  1.53s/it, loss=0.817, mat=0.004, sens=1.163, deg=0.00
Ep 071/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:09,  1.53s/it, loss=0.817, mat=0.004, sens=1.163, deg=0.00
Ep 071/100 [S4:finetune]:  68%|▋| 179/264 [04:35<02:09,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:08,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  68%|▋| 180/264 [04:37<02:08,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:06,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  69%|▋| 181/264 [04:38<02:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:05,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  69%|▋| 182/264 [04:40<02:05,  1.54s/it, loss=0.005, mat=0.001, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:04,  1.54s/it, loss=0.005, mat=0.001, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  69%|▋| 183/264 [04:41<02:04,  1.54s/it, loss=0.691, mat=0.002, sens=0.983, deg=0.00
Ep 071/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:02,  1.53s/it, loss=0.691, mat=0.002, sens=0.983, deg=0.00
Ep 071/100 [S4:finetune]:  70%|▋| 184/264 [04:43<02:02,  1.53s/it, loss=0.764, mat=0.004, sens=1.089, deg=0.00
Ep 071/100 [S4:finetune]:  70%|▋| 185/264 [04:43<02:00,  1.53s/it, loss=0.764, mat=0.004, sens=1.089, deg=0.00
Ep 071/100 [S4:finetune]:  70%|▋| 185/264 [04:44<02:00,  1.53s/it, loss=0.820, mat=0.003, sens=1.167, deg=0.00
Ep 071/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:58,  1.53s/it, loss=0.820, mat=0.003, sens=1.167, deg=0.00
Ep 071/100 [S4:finetune]:  70%|▋| 186/264 [04:46<01:58,  1.53s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.00
Ep 071/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:57,  1.52s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.00
Ep 071/100 [S4:finetune]:  71%|▋| 187/264 [04:47<01:57,  1.52s/it, loss=0.700, mat=0.002, sens=0.997, deg=0.00
Ep 071/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:55,  1.52s/it, loss=0.700, mat=0.002, sens=0.997, deg=0.00
Ep 071/100 [S4:finetune]:  71%|▋| 188/264 [04:49<01:55,  1.52s/it, loss=0.667, mat=0.004, sens=0.947, deg=0.00
Ep 071/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:54,  1.52s/it, loss=0.667, mat=0.004, sens=0.947, deg=0.00
Ep 071/100 [S4:finetune]:  72%|▋| 189/264 [04:50<01:54,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:52,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  72%|▋| 190/264 [04:52<01:52,  1.52s/it, loss=0.864, mat=0.003, sens=1.230, deg=0.00
Ep 071/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:52,  1.54s/it, loss=0.864, mat=0.003, sens=1.230, deg=0.00
Ep 071/100 [S4:finetune]:  72%|▋| 191/264 [04:53<01:52,  1.54s/it, loss=0.640, mat=0.003, sens=0.912, deg=0.00
Ep 071/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:50,  1.54s/it, loss=0.640, mat=0.003, sens=0.912, deg=0.00
Ep 071/100 [S4:finetune]:  73%|▋| 192/264 [04:55<01:50,  1.54s/it, loss=0.753, mat=0.004, sens=1.069, deg=0.00
Ep 071/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:48,  1.53s/it, loss=0.753, mat=0.004, sens=1.069, deg=0.00
Ep 071/100 [S4:finetune]:  73%|▋| 193/264 [04:56<01:48,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:47,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  73%|▋| 194/264 [04:58<01:47,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:45,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  74%|▋| 195/264 [04:59<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  74%|▋| 196/264 [05:01<01:43,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  75%|▋| 197/264 [05:03<01:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:40,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  75%|▊| 198/264 [05:04<01:40,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  75%|▊| 199/264 [05:06<01:39,  1.53s/it, loss=0.847, mat=0.003, sens=1.207, deg=0.00
Ep 071/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.52s/it, loss=0.847, mat=0.003, sens=1.207, deg=0.00
Ep 071/100 [S4:finetune]:  76%|▊| 200/264 [05:07<01:37,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  76%|▊| 201/264 [05:09<01:35,  1.52s/it, loss=0.721, mat=0.004, sens=1.028, deg=0.00
Ep 071/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:34,  1.52s/it, loss=0.721, mat=0.004, sens=1.028, deg=0.00
Ep 071/100 [S4:finetune]:  77%|▊| 202/264 [05:10<01:34,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  77%|▊| 203/264 [05:12<01:32,  1.52s/it, loss=0.645, mat=0.003, sens=0.918, deg=0.00
Ep 071/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:31,  1.52s/it, loss=0.645, mat=0.003, sens=0.918, deg=0.00
Ep 071/100 [S4:finetune]:  77%|▊| 204/264 [05:13<01:31,  1.52s/it, loss=0.732, mat=0.003, sens=1.044, deg=0.00
Ep 071/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:31,  1.55s/it, loss=0.732, mat=0.003, sens=1.044, deg=0.00
Ep 071/100 [S4:finetune]:  78%|▊| 205/264 [05:15<01:31,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:29,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  78%|▊| 206/264 [05:16<01:29,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:28,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  78%|▊| 207/264 [05:18<01:28,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:26,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  79%|▊| 208/264 [05:19<01:26,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:24,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  79%|▊| 209/264 [05:21<01:24,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:22,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  80%|▊| 210/264 [05:22<01:22,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  80%|▊| 211/264 [05:24<01:20,  1.53s/it, loss=0.740, mat=0.003, sens=1.054, deg=0.00
Ep 071/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:19,  1.53s/it, loss=0.740, mat=0.003, sens=1.054, deg=0.00
Ep 071/100 [S4:finetune]:  80%|▊| 212/264 [05:25<01:19,  1.53s/it, loss=0.622, mat=0.003, sens=0.885, deg=0.00
Ep 071/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.622, mat=0.003, sens=0.885, deg=0.00
Ep 071/100 [S4:finetune]:  81%|▊| 213/264 [05:27<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  81%|▊| 214/264 [05:29<01:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:14,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  81%|▊| 215/264 [05:30<01:14,  1.52s/it, loss=0.700, mat=0.003, sens=0.997, deg=0.00
Ep 071/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:13,  1.53s/it, loss=0.700, mat=0.003, sens=0.997, deg=0.00
Ep 071/100 [S4:finetune]:  82%|▊| 216/264 [05:32<01:13,  1.53s/it, loss=0.688, mat=0.003, sens=0.979, deg=0.00
Ep 071/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:12,  1.55s/it, loss=0.688, mat=0.003, sens=0.979, deg=0.00
Ep 071/100 [S4:finetune]:  82%|▊| 217/264 [05:33<01:12,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:10,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  83%|▊| 218/264 [05:35<01:10,  1.54s/it, loss=0.698, mat=0.005, sens=0.992, deg=0.00
Ep 071/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:09,  1.54s/it, loss=0.698, mat=0.005, sens=0.992, deg=0.00
Ep 071/100 [S4:finetune]:  83%|▊| 219/264 [05:36<01:09,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:07,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  83%|▊| 220/264 [05:38<01:07,  1.53s/it, loss=0.579, mat=0.004, sens=0.824, deg=0.00
Ep 071/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:05,  1.53s/it, loss=0.579, mat=0.004, sens=0.824, deg=0.00
Ep 071/100 [S4:finetune]:  84%|▊| 221/264 [05:39<01:05,  1.53s/it, loss=0.708, mat=0.005, sens=1.008, deg=0.00
Ep 071/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:04,  1.53s/it, loss=0.708, mat=0.005, sens=1.008, deg=0.00
Ep 071/100 [S4:finetune]:  84%|▊| 222/264 [05:41<01:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  84%|▊| 223/264 [05:41<01:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  84%|▊| 223/264 [05:42<01:02,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:01,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  85%|▊| 224/264 [05:44<01:01,  1.53s/it, loss=0.729, mat=0.003, sens=1.039, deg=0.00
Ep 071/100 [S4:finetune]:  85%|▊| 225/264 [05:44<00:59,  1.53s/it, loss=0.729, mat=0.003, sens=1.039, deg=0.00
Ep 071/100 [S4:finetune]:  85%|▊| 225/264 [05:45<00:59,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:58,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  86%|▊| 226/264 [05:47<00:58,  1.53s/it, loss=0.706, mat=0.004, sens=1.007, deg=0.00
Ep 071/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:56,  1.53s/it, loss=0.706, mat=0.004, sens=1.007, deg=0.00
Ep 071/100 [S4:finetune]:  86%|▊| 227/264 [05:48<00:56,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  86%|▊| 228/264 [05:50<00:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  87%|▊| 229/264 [05:52<00:53,  1.53s/it, loss=0.650, mat=0.002, sens=0.922, deg=0.00
Ep 071/100 [S4:finetune]:  87%|▊| 230/264 [05:52<00:52,  1.53s/it, loss=0.650, mat=0.002, sens=0.922, deg=0.00
Ep 071/100 [S4:finetune]:  87%|▊| 230/264 [05:53<00:52,  1.53s/it, loss=0.812, mat=0.003, sens=1.157, deg=0.00
Ep 071/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:50,  1.54s/it, loss=0.812, mat=0.003, sens=1.157, deg=0.00
Ep 071/100 [S4:finetune]:  88%|▉| 231/264 [05:55<00:50,  1.54s/it, loss=0.819, mat=0.004, sens=1.160, deg=0.00
Ep 071/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:49,  1.53s/it, loss=0.819, mat=0.004, sens=1.160, deg=0.00
Ep 071/100 [S4:finetune]:  88%|▉| 232/264 [05:56<00:49,  1.53s/it, loss=0.687, mat=0.004, sens=0.979, deg=0.00
Ep 071/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:47,  1.53s/it, loss=0.687, mat=0.004, sens=0.979, deg=0.00
Ep 071/100 [S4:finetune]:  88%|▉| 233/264 [05:58<00:47,  1.53s/it, loss=0.741, mat=0.004, sens=1.056, deg=0.00
Ep 071/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:45,  1.53s/it, loss=0.741, mat=0.004, sens=1.056, deg=0.00
Ep 071/100 [S4:finetune]:  89%|▉| 234/264 [05:59<00:45,  1.53s/it, loss=0.729, mat=0.003, sens=1.033, deg=0.00
Ep 071/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:44,  1.55s/it, loss=0.729, mat=0.003, sens=1.033, deg=0.00
Ep 071/100 [S4:finetune]:  89%|▉| 235/264 [06:01<00:44,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:43,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  89%|▉| 236/264 [06:02<00:43,  1.54s/it, loss=0.788, mat=0.003, sens=1.121, deg=0.00
Ep 071/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:41,  1.54s/it, loss=0.788, mat=0.003, sens=1.121, deg=0.00
Ep 071/100 [S4:finetune]:  90%|▉| 237/264 [06:04<00:41,  1.54s/it, loss=0.852, mat=0.003, sens=1.208, deg=0.00
Ep 071/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.53s/it, loss=0.852, mat=0.003, sens=1.208, deg=0.00
Ep 071/100 [S4:finetune]:  90%|▉| 238/264 [06:05<00:39,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:38,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  91%|▉| 239/264 [06:07<00:38,  1.53s/it, loss=0.780, mat=0.004, sens=1.092, deg=0.00
Ep 071/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.53s/it, loss=0.780, mat=0.004, sens=1.092, deg=0.00
Ep 071/100 [S4:finetune]:  91%|▉| 240/264 [06:08<00:36,  1.53s/it, loss=0.940, mat=0.003, sens=1.340, deg=0.00
Ep 071/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:35,  1.53s/it, loss=0.940, mat=0.003, sens=1.340, deg=0.00
Ep 071/100 [S4:finetune]:  91%|▉| 241/264 [06:10<00:35,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  92%|▉| 242/264 [06:11<00:33,  1.53s/it, loss=0.819, mat=0.003, sens=1.168, deg=0.00
Ep 071/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:32,  1.53s/it, loss=0.819, mat=0.003, sens=1.168, deg=0.00
Ep 071/100 [S4:finetune]:  92%|▉| 243/264 [06:13<00:32,  1.53s/it, loss=0.942, mat=0.003, sens=1.345, deg=0.00
Ep 071/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.53s/it, loss=0.942, mat=0.003, sens=1.345, deg=0.00
Ep 071/100 [S4:finetune]:  92%|▉| 244/264 [06:14<00:30,  1.53s/it, loss=0.765, mat=0.004, sens=1.090, deg=0.00
Ep 071/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:29,  1.53s/it, loss=0.765, mat=0.004, sens=1.090, deg=0.00
Ep 071/100 [S4:finetune]:  93%|▉| 245/264 [06:16<00:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  93%|▉| 246/264 [06:16<00:27,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  93%|▉| 246/264 [06:18<00:27,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  94%|▉| 247/264 [06:18<00:25,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  94%|▉| 247/264 [06:19<00:25,  1.53s/it, loss=0.843, mat=0.002, sens=1.202, deg=0.00
Ep 071/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.843, mat=0.002, sens=1.202, deg=0.00
Ep 071/100 [S4:finetune]:  94%|▉| 248/264 [06:21<00:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  94%|▉| 249/264 [06:21<00:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  94%|▉| 249/264 [06:22<00:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  95%|▉| 250/264 [06:24<00:21,  1.55s/it, loss=0.962, mat=0.004, sens=1.367, deg=0.00
Ep 071/100 [S4:finetune]:  95%|▉| 251/264 [06:24<00:20,  1.54s/it, loss=0.962, mat=0.004, sens=1.367, deg=0.00
Ep 071/100 [S4:finetune]:  95%|▉| 251/264 [06:25<00:20,  1.54s/it, loss=0.664, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.53s/it, loss=0.664, mat=0.002, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  95%|▉| 252/264 [06:27<00:18,  1.53s/it, loss=1.034, mat=0.003, sens=1.475, deg=0.00
Ep 071/100 [S4:finetune]:  96%|▉| 253/264 [06:27<00:16,  1.53s/it, loss=1.034, mat=0.003, sens=1.475, deg=0.00
Ep 071/100 [S4:finetune]:  96%|▉| 253/264 [06:28<00:16,  1.53s/it, loss=1.063, mat=0.003, sens=1.514, deg=0.00
Ep 071/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.54s/it, loss=1.063, mat=0.003, sens=1.514, deg=0.00
Ep 071/100 [S4:finetune]:  96%|▉| 254/264 [06:30<00:15,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 071/100 [S4:finetune]:  97%|▉| 255/264 [06:31<00:13,  1.54s/it, loss=1.032, mat=0.003, sens=1.471, deg=0.00
Ep 071/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.53s/it, loss=1.032, mat=0.003, sens=1.471, deg=0.00
Ep 071/100 [S4:finetune]:  97%|▉| 256/264 [06:33<00:12,  1.53s/it, loss=1.025, mat=0.004, sens=1.461, deg=0.00
Ep 071/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.53s/it, loss=1.025, mat=0.004, sens=1.461, deg=0.00
Ep 071/100 [S4:finetune]:  97%|▉| 257/264 [06:34<00:10,  1.53s/it, loss=1.066, mat=0.004, sens=1.518, deg=0.00
Ep 071/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.53s/it, loss=1.066, mat=0.004, sens=1.518, deg=0.00
Ep 071/100 [S4:finetune]:  98%|▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.900, mat=0.003, sens=1.282, deg=0.00
Ep 071/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.53s/it, loss=0.900, mat=0.003, sens=1.282, deg=0.00
Ep 071/100 [S4:finetune]:  98%|▉| 259/264 [06:37<00:07,  1.53s/it, loss=0.989, mat=0.002, sens=1.409, deg=0.00
Ep 071/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.989, mat=0.002, sens=1.409, deg=0.00
Ep 071/100 [S4:finetune]:  98%|▉| 260/264 [06:39<00:06,  1.53s/it, loss=0.837, mat=0.002, sens=1.193, deg=0.00
Ep 071/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.53s/it, loss=0.837, mat=0.002, sens=1.193, deg=0.00
Ep 071/100 [S4:finetune]:  99%|▉| 261/264 [06:41<00:04,  1.53s/it, loss=0.914, mat=0.003, sens=1.290, deg=0.00
Ep 071/100 [S4:finetune]:  99%|▉| 262/264 [06:41<00:03,  1.55s/it, loss=0.914, mat=0.003, sens=1.290, deg=0.00
Ep 071/100 [S4:finetune]:  99%|▉| 262/264 [06:42<00:03,  1.55s/it, loss=0.934, mat=0.003, sens=1.326, deg=0.00
Ep 071/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.54s/it, loss=0.934, mat=0.003, sens=1.326, deg=0.00
Ep 071/100 [S4:finetune]: 100%|▉| 263/264 [06:44<00:01,  1.54s/it, loss=0.962, mat=0.005, sens=1.368, deg=0.00
Ep 071/100 [S4:finetune]: 100%|█| 264/264 [06:44<00:00,  1.53s/it, loss=0.962, mat=0.005, sens=1.368, deg=0.00
                                                                                                              
Epoch 071/100 [S4:finetune]  loss=0.4221  mat=0.0032  sens=0.5951  deg=0.0005  orth=0.0045  α=0.3 β=0.7 γ=0.2  404s

Ep 072/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 072/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.893, mat=0.003, sens=1.273, deg=0.000]
Ep 072/100 [S4:finetune]:   0%| | 1/264 [00:02<09:10,  2.09s/it, loss=0.893, mat=0.003, sens=1.273, deg=0.000]
Ep 072/100 [S4:finetune]:   0%| | 1/264 [00:03<09:10,  2.09s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   1%| | 2/264 [00:03<07:40,  1.76s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   1%| | 2/264 [00:05<07:40,  1.76s/it, loss=1.052, mat=0.003, sens=1.501, deg=0.000]
Ep 072/100 [S4:finetune]:   1%| | 3/264 [00:05<07:11,  1.65s/it, loss=1.052, mat=0.003, sens=1.501, deg=0.000]
Ep 072/100 [S4:finetune]:   1%| | 3/264 [00:06<07:11,  1.65s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   2%| | 4/264 [00:06<06:56,  1.60s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   2%| | 4/264 [00:08<06:56,  1.60s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   2%| | 5/264 [00:08<06:46,  1.57s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   2%| | 5/264 [00:09<06:46,  1.57s/it, loss=0.917, mat=0.003, sens=1.306, deg=0.000]
Ep 072/100 [S4:finetune]:   2%| | 6/264 [00:09<06:40,  1.55s/it, loss=0.917, mat=0.003, sens=1.306, deg=0.000]
Ep 072/100 [S4:finetune]:   2%| | 6/264 [00:11<06:40,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   3%| | 7/264 [00:11<06:35,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   3%| | 7/264 [00:12<06:35,  1.54s/it, loss=0.855, mat=0.004, sens=1.218, deg=0.000]
Ep 072/100 [S4:finetune]:   3%| | 8/264 [00:12<06:32,  1.53s/it, loss=0.855, mat=0.004, sens=1.218, deg=0.000]
Ep 072/100 [S4:finetune]:   3%| | 8/264 [00:14<06:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 072/100 [S4:finetune]:   4%| | 10/264 [00:15<06:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:   4%| | 10/264 [00:17<06:27,  1.53s/it, loss=1.515, mat=0.002, sens=1.104, deg=0.000
Ep 072/100 [S4:finetune]:   4%| | 11/264 [00:17<06:35,  1.56s/it, loss=1.515, mat=0.002, sens=1.104, deg=0.000
Ep 072/100 [S4:finetune]:   4%| | 11/264 [00:18<06:35,  1.56s/it, loss=0.864, mat=0.003, sens=1.228, deg=0.000
Ep 072/100 [S4:finetune]:   5%| | 12/264 [00:18<06:30,  1.55s/it, loss=0.864, mat=0.003, sens=1.228, deg=0.000
Ep 072/100 [S4:finetune]:   5%| | 12/264 [00:20<06:30,  1.55s/it, loss=0.956, mat=0.004, sens=1.363, deg=0.000
Ep 072/100 [S4:finetune]:   5%| | 13/264 [00:20<06:26,  1.54s/it, loss=0.956, mat=0.004, sens=1.363, deg=0.000
Ep 072/100 [S4:finetune]:   5%| | 13/264 [00:22<06:26,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 072/100 [S4:finetune]:   5%| | 14/264 [00:22<06:26,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 072/100 [S4:finetune]:   5%| | 14/264 [00:23<06:26,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:   6%| | 15/264 [00:23<06:23,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:   6%| | 15/264 [00:25<06:23,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:   6%| | 16/264 [00:25<06:20,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:   6%| | 16/264 [00:26<06:20,  1.54s/it, loss=0.774, mat=0.002, sens=1.086, deg=0.000
Ep 072/100 [S4:finetune]:   6%| | 17/264 [00:26<06:18,  1.53s/it, loss=0.774, mat=0.002, sens=1.086, deg=0.000
Ep 072/100 [S4:finetune]:   6%| | 17/264 [00:28<06:18,  1.53s/it, loss=0.891, mat=0.002, sens=1.269, deg=0.000
Ep 072/100 [S4:finetune]:   7%| | 18/264 [00:28<06:15,  1.53s/it, loss=0.891, mat=0.002, sens=1.269, deg=0.000
Ep 072/100 [S4:finetune]:   7%| | 18/264 [00:29<06:15,  1.53s/it, loss=0.852, mat=0.003, sens=1.214, deg=0.002
Ep 072/100 [S4:finetune]:   7%| | 19/264 [00:29<06:13,  1.53s/it, loss=0.852, mat=0.003, sens=1.214, deg=0.002
Ep 072/100 [S4:finetune]:   7%| | 19/264 [00:31<06:13,  1.53s/it, loss=0.876, mat=0.003, sens=1.249, deg=0.000
Ep 072/100 [S4:finetune]:   8%| | 20/264 [00:31<06:11,  1.52s/it, loss=0.876, mat=0.003, sens=1.249, deg=0.000
Ep 072/100 [S4:finetune]:   8%| | 20/264 [00:32<06:11,  1.52s/it, loss=0.849, mat=0.002, sens=1.210, deg=0.000
Ep 072/100 [S4:finetune]:   8%| | 21/264 [00:32<06:10,  1.52s/it, loss=0.849, mat=0.002, sens=1.210, deg=0.000
Ep 072/100 [S4:finetune]:   8%| | 21/264 [00:34<06:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:   8%| | 22/264 [00:34<06:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:   8%| | 22/264 [00:35<06:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 072/100 [S4:finetune]:   9%| | 23/264 [00:35<06:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 072/100 [S4:finetune]:   9%| | 23/264 [00:37<06:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:   9%| | 24/264 [00:37<06:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:   9%| | 24/264 [00:38<06:04,  1.52s/it, loss=0.767, mat=0.002, sens=1.093, deg=0.000
Ep 072/100 [S4:finetune]:   9%| | 25/264 [00:38<06:03,  1.52s/it, loss=0.767, mat=0.002, sens=1.093, deg=0.000
Ep 072/100 [S4:finetune]:   9%| | 25/264 [00:40<06:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  10%| | 26/264 [00:40<06:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  10%| | 26/264 [00:41<06:02,  1.52s/it, loss=0.802, mat=0.003, sens=1.143, deg=0.000
Ep 072/100 [S4:finetune]:  10%| | 27/264 [00:41<06:00,  1.52s/it, loss=0.802, mat=0.003, sens=1.143, deg=0.000
Ep 072/100 [S4:finetune]:  10%| | 27/264 [00:43<06:00,  1.52s/it, loss=0.904, mat=0.003, sens=1.289, deg=0.000
Ep 072/100 [S4:finetune]:  11%| | 28/264 [00:43<05:58,  1.52s/it, loss=0.904, mat=0.003, sens=1.289, deg=0.000
Ep 072/100 [S4:finetune]:  11%| | 28/264 [00:44<05:58,  1.52s/it, loss=0.850, mat=0.003, sens=1.212, deg=0.000
Ep 072/100 [S4:finetune]:  11%| | 29/264 [00:44<06:02,  1.54s/it, loss=0.850, mat=0.003, sens=1.212, deg=0.000
Ep 072/100 [S4:finetune]:  11%| | 29/264 [00:46<06:02,  1.54s/it, loss=0.876, mat=0.004, sens=1.245, deg=0.000
Ep 072/100 [S4:finetune]:  11%| | 30/264 [00:46<05:59,  1.54s/it, loss=0.876, mat=0.004, sens=1.245, deg=0.000
Ep 072/100 [S4:finetune]:  11%| | 30/264 [00:47<05:59,  1.54s/it, loss=0.740, mat=0.004, sens=1.047, deg=0.000
Ep 072/100 [S4:finetune]:  12%| | 31/264 [00:47<05:57,  1.53s/it, loss=0.740, mat=0.004, sens=1.047, deg=0.000
Ep 072/100 [S4:finetune]:  12%| | 31/264 [00:49<05:57,  1.53s/it, loss=0.747, mat=0.003, sens=1.064, deg=0.000
Ep 072/100 [S4:finetune]:  12%| | 32/264 [00:49<05:54,  1.53s/it, loss=0.747, mat=0.003, sens=1.064, deg=0.000
Ep 072/100 [S4:finetune]:  12%| | 32/264 [00:50<05:54,  1.53s/it, loss=0.815, mat=0.004, sens=1.157, deg=0.000
Ep 072/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:52,  1.53s/it, loss=0.815, mat=0.004, sens=1.157, deg=0.000
Ep 072/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:52,  1.53s/it, loss=0.736, mat=0.004, sens=1.049, deg=0.000
Ep 072/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:50,  1.52s/it, loss=0.736, mat=0.004, sens=1.049, deg=0.000
Ep 072/100 [S4:finetune]:  13%|▏| 34/264 [00:54<05:50,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:48,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:48,  1.52s/it, loss=0.683, mat=0.002, sens=0.973, deg=0.000
Ep 072/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:46,  1.52s/it, loss=0.683, mat=0.002, sens=0.973, deg=0.000
Ep 072/100 [S4:finetune]:  14%|▏| 36/264 [00:57<05:46,  1.52s/it, loss=0.749, mat=0.002, sens=1.068, deg=0.000
Ep 072/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:44,  1.52s/it, loss=0.749, mat=0.002, sens=1.068, deg=0.000
Ep 072/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.672, mat=0.003, sens=0.958, deg=0.000
Ep 072/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:45,  1.53s/it, loss=0.672, mat=0.003, sens=0.958, deg=0.000
Ep 072/100 [S4:finetune]:  14%|▏| 38/264 [01:00<05:45,  1.53s/it, loss=0.704, mat=0.003, sens=1.005, deg=0.000
Ep 072/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:44,  1.53s/it, loss=0.704, mat=0.003, sens=1.005, deg=0.000
Ep 072/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:44,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:42,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  15%|▏| 40/264 [01:03<05:42,  1.53s/it, loss=0.695, mat=0.004, sens=0.989, deg=0.000
Ep 072/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:40,  1.53s/it, loss=0.695, mat=0.004, sens=0.989, deg=0.000
Ep 072/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:40,  1.53s/it, loss=0.653, mat=0.003, sens=0.929, deg=0.001
Ep 072/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:38,  1.53s/it, loss=0.653, mat=0.003, sens=0.929, deg=0.001
Ep 072/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:38,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:37,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:37,  1.52s/it, loss=0.674, mat=0.005, sens=0.959, deg=0.000
Ep 072/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:40,  1.55s/it, loss=0.674, mat=0.005, sens=0.959, deg=0.000
Ep 072/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:40,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:37,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:37,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 072/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:34,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 072/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:34,  1.53s/it, loss=0.666, mat=0.003, sens=0.949, deg=0.000
Ep 072/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:32,  1.53s/it, loss=0.666, mat=0.003, sens=0.949, deg=0.000
Ep 072/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:32,  1.53s/it, loss=0.013, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:30,  1.53s/it, loss=0.013, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:30,  1.53s/it, loss=0.651, mat=0.002, sens=0.923, deg=0.000
Ep 072/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:28,  1.53s/it, loss=0.651, mat=0.002, sens=0.923, deg=0.000
Ep 072/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:26,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:26,  1.53s/it, loss=0.632, mat=0.003, sens=0.897, deg=0.000
Ep 072/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:25,  1.53s/it, loss=0.632, mat=0.003, sens=0.897, deg=0.000
Ep 072/100 [S4:finetune]:  19%|▏| 51/264 [01:20<05:25,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:23,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:23,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:21,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  20%|▏| 53/264 [01:23<05:21,  1.52s/it, loss=0.734, mat=0.003, sens=1.045, deg=0.000
Ep 072/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:19,  1.52s/it, loss=0.734, mat=0.003, sens=1.045, deg=0.000
Ep 072/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:19,  1.52s/it, loss=0.699, mat=0.002, sens=0.994, deg=0.000
Ep 072/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:18,  1.52s/it, loss=0.699, mat=0.002, sens=0.994, deg=0.000
Ep 072/100 [S4:finetune]:  21%|▏| 55/264 [01:26<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:21,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:21,  1.55s/it, loss=0.701, mat=0.003, sens=0.994, deg=0.000
Ep 072/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:18,  1.54s/it, loss=0.701, mat=0.003, sens=0.994, deg=0.000
Ep 072/100 [S4:finetune]:  22%|▏| 57/264 [01:29<05:18,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:16,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:16,  1.53s/it, loss=0.653, mat=0.004, sens=0.929, deg=0.000
Ep 072/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:13,  1.53s/it, loss=0.653, mat=0.004, sens=0.929, deg=0.000
Ep 072/100 [S4:finetune]:  22%|▏| 59/264 [01:32<05:13,  1.53s/it, loss=0.695, mat=0.003, sens=0.990, deg=0.000
Ep 072/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:11,  1.53s/it, loss=0.695, mat=0.003, sens=0.990, deg=0.000
Ep 072/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:11,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:09,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  23%|▏| 61/264 [01:35<05:09,  1.52s/it, loss=0.817, mat=0.003, sens=1.164, deg=0.000
Ep 072/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:10,  1.54s/it, loss=0.817, mat=0.003, sens=1.164, deg=0.000
Ep 072/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:10,  1.54s/it, loss=0.713, mat=0.004, sens=1.015, deg=0.000
Ep 072/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:08,  1.53s/it, loss=0.713, mat=0.004, sens=1.015, deg=0.000
Ep 072/100 [S4:finetune]:  24%|▏| 63/264 [01:38<05:08,  1.53s/it, loss=0.730, mat=0.004, sens=1.039, deg=0.000
Ep 072/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:05,  1.53s/it, loss=0.730, mat=0.004, sens=1.039, deg=0.000
Ep 072/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  25%|▏| 65/264 [01:41<05:04,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.011
Ep 072/100 [S4:finetune]:  25%|▎| 66/264 [01:41<05:02,  1.53s/it, loss=0.005, mat=0.005, sens=0.000, deg=0.011
Ep 072/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:02,  1.53s/it, loss=0.845, mat=0.002, sens=1.202, deg=0.000
Ep 072/100 [S4:finetune]:  25%|▎| 67/264 [01:42<05:00,  1.53s/it, loss=0.845, mat=0.002, sens=1.202, deg=0.000
Ep 072/100 [S4:finetune]:  25%|▎| 67/264 [01:44<05:00,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:58,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  26%|▎| 68/264 [01:46<04:58,  1.52s/it, loss=0.818, mat=0.003, sens=1.165, deg=0.000
Ep 072/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:56,  1.52s/it, loss=0.818, mat=0.003, sens=1.165, deg=0.000
Ep 072/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:56,  1.52s/it, loss=0.769, mat=0.004, sens=1.096, deg=0.000
Ep 072/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:55,  1.52s/it, loss=0.769, mat=0.004, sens=1.096, deg=0.000
Ep 072/100 [S4:finetune]:  27%|▎| 70/264 [01:49<04:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:53,  1.52s/it, loss=0.789, mat=0.004, sens=1.124, deg=0.000
Ep 072/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:52,  1.52s/it, loss=0.789, mat=0.004, sens=1.124, deg=0.000
Ep 072/100 [S4:finetune]:  27%|▎| 72/264 [01:52<04:52,  1.52s/it, loss=0.782, mat=0.003, sens=1.111, deg=0.000
Ep 072/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:51,  1.52s/it, loss=0.782, mat=0.003, sens=1.111, deg=0.000
Ep 072/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:51,  1.52s/it, loss=0.781, mat=0.002, sens=1.114, deg=0.000
Ep 072/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:53,  1.55s/it, loss=0.781, mat=0.002, sens=1.114, deg=0.000
Ep 072/100 [S4:finetune]:  28%|▎| 74/264 [01:55<04:53,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:50,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:50,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:48,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  29%|▎| 76/264 [01:58<04:48,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.002
Ep 072/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:46,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.002
Ep 072/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:46,  1.53s/it, loss=0.889, mat=0.003, sens=1.239, deg=0.001
Ep 072/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:43,  1.53s/it, loss=0.889, mat=0.003, sens=1.239, deg=0.001
Ep 072/100 [S4:finetune]:  30%|▎| 78/264 [02:01<04:43,  1.53s/it, loss=0.729, mat=0.003, sens=1.039, deg=0.000
Ep 072/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:42,  1.53s/it, loss=0.729, mat=0.003, sens=1.039, deg=0.000
Ep 072/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:42,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:41,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  30%|▎| 80/264 [02:04<04:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.002
Ep 072/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.002
Ep 072/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:39,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:37,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  31%|▎| 82/264 [02:07<04:37,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:36,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:36,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:34,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  32%|▎| 84/264 [02:10<04:34,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.001
Ep 072/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:32,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.001
Ep 072/100 [S4:finetune]:  32%|▎| 85/264 [02:12<04:32,  1.52s/it, loss=0.753, mat=0.003, sens=1.073, deg=0.000
Ep 072/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:32,  1.53s/it, loss=0.753, mat=0.003, sens=1.073, deg=0.000
Ep 072/100 [S4:finetune]:  33%|▎| 86/264 [02:13<04:32,  1.53s/it, loss=0.799, mat=0.004, sens=1.135, deg=0.000
Ep 072/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:31,  1.53s/it, loss=0.799, mat=0.004, sens=1.135, deg=0.000
Ep 072/100 [S4:finetune]:  33%|▎| 87/264 [02:15<04:31,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:33,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:33,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:30,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  34%|▎| 89/264 [02:18<04:30,  1.54s/it, loss=0.683, mat=0.003, sens=0.973, deg=0.000
Ep 072/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:27,  1.54s/it, loss=0.683, mat=0.003, sens=0.973, deg=0.000
Ep 072/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  34%|▎| 91/264 [02:21<04:25,  1.53s/it, loss=0.670, mat=0.003, sens=0.953, deg=0.000
Ep 072/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:23,  1.53s/it, loss=0.670, mat=0.003, sens=0.953, deg=0.000
Ep 072/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:23,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:21,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  35%|▎| 93/264 [02:24<04:21,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:19,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:17,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  36%|▎| 95/264 [02:27<04:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:16,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:16,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:14,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  37%|▎| 97/264 [02:30<04:14,  1.53s/it, loss=0.658, mat=0.005, sens=0.936, deg=0.000
Ep 072/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:13,  1.53s/it, loss=0.658, mat=0.005, sens=0.936, deg=0.000
Ep 072/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:13,  1.53s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:12,  1.53s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  38%|▍| 99/264 [02:33<04:12,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 072/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:14,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  38%|▍| 100/264 [02:35<04:14,  1.55s/it, loss=0.619, mat=0.004, sens=0.875, deg=0.00
Ep 072/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:11,  1.54s/it, loss=0.619, mat=0.004, sens=0.875, deg=0.00
Ep 072/100 [S4:finetune]:  38%|▍| 101/264 [02:36<04:11,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:08,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  39%|▍| 102/264 [02:38<04:08,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:06,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  39%|▍| 103/264 [02:39<04:06,  1.53s/it, loss=0.639, mat=0.002, sens=0.911, deg=0.00
Ep 072/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:04,  1.53s/it, loss=0.639, mat=0.002, sens=0.911, deg=0.00
Ep 072/100 [S4:finetune]:  39%|▍| 104/264 [02:41<04:04,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:02,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  40%|▍| 105/264 [02:42<04:02,  1.53s/it, loss=0.597, mat=0.003, sens=0.851, deg=0.00
Ep 072/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:00,  1.52s/it, loss=0.597, mat=0.003, sens=0.851, deg=0.00
Ep 072/100 [S4:finetune]:  40%|▍| 106/264 [02:44<04:00,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:59,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  41%|▍| 107/264 [02:45<03:59,  1.52s/it, loss=0.682, mat=0.004, sens=0.972, deg=0.00
Ep 072/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.682, mat=0.004, sens=0.972, deg=0.00
Ep 072/100 [S4:finetune]:  41%|▍| 108/264 [02:47<03:57,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:56,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:56,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  42%|▍| 110/264 [02:50<03:56,  1.53s/it, loss=0.543, mat=0.003, sens=0.774, deg=0.00
Ep 072/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:54,  1.54s/it, loss=0.543, mat=0.003, sens=0.774, deg=0.00
Ep 072/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:54,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:52,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  42%|▍| 112/264 [02:53<03:52,  1.53s/it, loss=0.684, mat=0.003, sens=0.975, deg=0.00
Ep 072/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:50,  1.53s/it, loss=0.684, mat=0.003, sens=0.975, deg=0.00
Ep 072/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:50,  1.53s/it, loss=0.610, mat=0.003, sens=0.869, deg=0.00
Ep 072/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:49,  1.53s/it, loss=0.610, mat=0.003, sens=0.869, deg=0.00
Ep 072/100 [S4:finetune]:  43%|▍| 114/264 [02:56<03:49,  1.53s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.00
Ep 072/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:47,  1.53s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.00
Ep 072/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:47,  1.53s/it, loss=0.526, mat=0.003, sens=0.750, deg=0.00
Ep 072/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:45,  1.53s/it, loss=0.526, mat=0.003, sens=0.750, deg=0.00
Ep 072/100 [S4:finetune]:  44%|▍| 116/264 [02:59<03:45,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:44,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  44%|▍| 117/264 [03:01<03:44,  1.53s/it, loss=0.668, mat=0.003, sens=0.951, deg=0.00
Ep 072/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:46,  1.55s/it, loss=0.668, mat=0.003, sens=0.951, deg=0.00
Ep 072/100 [S4:finetune]:  45%|▍| 118/264 [03:02<03:46,  1.55s/it, loss=0.540, mat=0.004, sens=0.768, deg=0.00
Ep 072/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:43,  1.54s/it, loss=0.540, mat=0.004, sens=0.768, deg=0.00
Ep 072/100 [S4:finetune]:  45%|▍| 119/264 [03:04<03:43,  1.54s/it, loss=0.621, mat=0.003, sens=0.884, deg=0.00
Ep 072/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:41,  1.54s/it, loss=0.621, mat=0.003, sens=0.884, deg=0.00
Ep 072/100 [S4:finetune]:  45%|▍| 120/264 [03:05<03:41,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:39,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  46%|▍| 121/264 [03:07<03:39,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:37,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  46%|▍| 122/264 [03:08<03:37,  1.53s/it, loss=0.592, mat=0.004, sens=0.843, deg=0.00
Ep 072/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:35,  1.53s/it, loss=0.592, mat=0.004, sens=0.843, deg=0.00
Ep 072/100 [S4:finetune]:  47%|▍| 123/264 [03:10<03:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:33,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  47%|▍| 124/264 [03:11<03:33,  1.53s/it, loss=0.614, mat=0.003, sens=0.876, deg=0.00
Ep 072/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:32,  1.53s/it, loss=0.614, mat=0.003, sens=0.876, deg=0.00
Ep 072/100 [S4:finetune]:  47%|▍| 125/264 [03:13<03:32,  1.53s/it, loss=0.617, mat=0.004, sens=0.879, deg=0.00
Ep 072/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:30,  1.52s/it, loss=0.617, mat=0.004, sens=0.879, deg=0.00
Ep 072/100 [S4:finetune]:  48%|▍| 126/264 [03:14<03:30,  1.52s/it, loss=0.639, mat=0.004, sens=0.911, deg=0.00
Ep 072/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:28,  1.52s/it, loss=0.639, mat=0.004, sens=0.911, deg=0.00
Ep 072/100 [S4:finetune]:  48%|▍| 127/264 [03:16<03:28,  1.52s/it, loss=0.637, mat=0.003, sens=0.908, deg=0.00
Ep 072/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:27,  1.52s/it, loss=0.637, mat=0.003, sens=0.908, deg=0.00
Ep 072/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:27,  1.52s/it, loss=0.673, mat=0.004, sens=0.957, deg=0.00
Ep 072/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:25,  1.52s/it, loss=0.673, mat=0.004, sens=0.957, deg=0.00
Ep 072/100 [S4:finetune]:  49%|▍| 129/264 [03:19<03:25,  1.52s/it, loss=0.580, mat=0.002, sens=0.827, deg=0.00
Ep 072/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:24,  1.52s/it, loss=0.580, mat=0.002, sens=0.827, deg=0.00
Ep 072/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:24,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:22,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  50%|▍| 131/264 [03:22<03:22,  1.52s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.00
Ep 072/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:21,  1.52s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.00
Ep 072/100 [S4:finetune]:  50%|▌| 132/264 [03:24<03:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:22,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  50%|▌| 133/264 [03:25<03:22,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:21,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  51%|▌| 134/264 [03:27<03:21,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:19,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  51%|▌| 135/264 [03:28<03:19,  1.54s/it, loss=0.680, mat=0.003, sens=0.964, deg=0.00
Ep 072/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:16,  1.54s/it, loss=0.680, mat=0.003, sens=0.964, deg=0.00
Ep 072/100 [S4:finetune]:  52%|▌| 136/264 [03:30<03:16,  1.54s/it, loss=0.623, mat=0.002, sens=0.888, deg=0.00
Ep 072/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:14,  1.53s/it, loss=0.623, mat=0.002, sens=0.888, deg=0.00
Ep 072/100 [S4:finetune]:  52%|▌| 137/264 [03:31<03:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  52%|▌| 138/264 [03:33<03:12,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:10,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  53%|▌| 139/264 [03:34<03:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  53%|▌| 140/264 [03:36<03:09,  1.52s/it, loss=0.622, mat=0.003, sens=0.885, deg=0.00
Ep 072/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:07,  1.52s/it, loss=0.622, mat=0.003, sens=0.885, deg=0.00
Ep 072/100 [S4:finetune]:  53%|▌| 141/264 [03:37<03:07,  1.52s/it, loss=0.619, mat=0.002, sens=0.879, deg=0.00
Ep 072/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:05,  1.52s/it, loss=0.619, mat=0.002, sens=0.879, deg=0.00
Ep 072/100 [S4:finetune]:  54%|▌| 142/264 [03:39<03:05,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:04,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  54%|▌| 143/264 [03:40<03:04,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:02,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  55%|▌| 144/264 [03:42<03:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:03,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  55%|▌| 145/264 [03:43<03:03,  1.54s/it, loss=0.726, mat=0.003, sens=1.034, deg=0.00
Ep 072/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:01,  1.54s/it, loss=0.726, mat=0.003, sens=1.034, deg=0.00
Ep 072/100 [S4:finetune]:  55%|▌| 146/264 [03:45<03:01,  1.54s/it, loss=0.607, mat=0.002, sens=0.865, deg=0.00
Ep 072/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:59,  1.53s/it, loss=0.607, mat=0.002, sens=0.865, deg=0.00
Ep 072/100 [S4:finetune]:  56%|▌| 147/264 [03:46<02:59,  1.53s/it, loss=0.648, mat=0.004, sens=0.922, deg=0.00
Ep 072/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:57,  1.53s/it, loss=0.648, mat=0.004, sens=0.922, deg=0.00
Ep 072/100 [S4:finetune]:  56%|▌| 148/264 [03:48<02:57,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:55,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  56%|▌| 149/264 [03:49<02:55,  1.53s/it, loss=0.638, mat=0.002, sens=0.909, deg=0.00
Ep 072/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:53,  1.52s/it, loss=0.638, mat=0.002, sens=0.909, deg=0.00
Ep 072/100 [S4:finetune]:  57%|▌| 150/264 [03:51<02:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:51,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  57%|▌| 151/264 [03:53<02:51,  1.52s/it, loss=0.681, mat=0.002, sens=0.969, deg=0.00
Ep 072/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:50,  1.52s/it, loss=0.681, mat=0.002, sens=0.969, deg=0.00
Ep 072/100 [S4:finetune]:  58%|▌| 152/264 [03:54<02:50,  1.52s/it, loss=0.633, mat=0.003, sens=0.902, deg=0.00
Ep 072/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:48,  1.52s/it, loss=0.633, mat=0.003, sens=0.902, deg=0.00
Ep 072/100 [S4:finetune]:  58%|▌| 153/264 [03:56<02:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  58%|▌| 154/264 [03:57<02:47,  1.52s/it, loss=0.732, mat=0.003, sens=1.043, deg=0.00
Ep 072/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:45,  1.52s/it, loss=0.732, mat=0.003, sens=1.043, deg=0.00
Ep 072/100 [S4:finetune]:  59%|▌| 155/264 [03:59<02:45,  1.52s/it, loss=0.704, mat=0.003, sens=1.003, deg=0.00
Ep 072/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.704, mat=0.003, sens=1.003, deg=0.00
Ep 072/100 [S4:finetune]:  59%|▌| 156/264 [04:00<02:44,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  59%|▌| 157/264 [04:02<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  60%|▌| 158/264 [04:03<02:42,  1.53s/it, loss=0.741, mat=0.004, sens=1.055, deg=0.00
Ep 072/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:40,  1.53s/it, loss=0.741, mat=0.004, sens=1.055, deg=0.00
Ep 072/100 [S4:finetune]:  60%|▌| 159/264 [04:05<02:40,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:38,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  61%|▌| 160/264 [04:06<02:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  61%|▌| 161/264 [04:08<02:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  61%|▌| 162/264 [04:09<02:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  62%|▌| 163/264 [04:11<02:33,  1.52s/it, loss=0.743, mat=0.003, sens=1.058, deg=0.00
Ep 072/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:34,  1.55s/it, loss=0.743, mat=0.003, sens=1.058, deg=0.00
Ep 072/100 [S4:finetune]:  62%|▌| 164/264 [04:12<02:34,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:32,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  62%|▋| 165/264 [04:14<02:32,  1.54s/it, loss=0.706, mat=0.002, sens=1.006, deg=0.00
Ep 072/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:30,  1.53s/it, loss=0.706, mat=0.002, sens=1.006, deg=0.00
Ep 072/100 [S4:finetune]:  63%|▋| 166/264 [04:15<02:30,  1.53s/it, loss=0.805, mat=0.005, sens=1.147, deg=0.00
Ep 072/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:28,  1.53s/it, loss=0.805, mat=0.005, sens=1.147, deg=0.00
Ep 072/100 [S4:finetune]:  63%|▋| 167/264 [04:17<02:28,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  64%|▋| 168/264 [04:18<02:26,  1.52s/it, loss=0.732, mat=0.003, sens=1.040, deg=0.00
Ep 072/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:24,  1.52s/it, loss=0.732, mat=0.003, sens=1.040, deg=0.00
Ep 072/100 [S4:finetune]:  64%|▋| 169/264 [04:20<02:24,  1.52s/it, loss=0.744, mat=0.003, sens=1.061, deg=0.00
Ep 072/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:23,  1.52s/it, loss=0.744, mat=0.003, sens=1.061, deg=0.00
Ep 072/100 [S4:finetune]:  64%|▋| 170/264 [04:22<02:23,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:21,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  65%|▋| 171/264 [04:23<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  65%|▋| 172/264 [04:25<02:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  66%|▋| 173/264 [04:26<02:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  66%|▋| 174/264 [04:28<02:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  66%|▋| 175/264 [04:29<02:15,  1.52s/it, loss=0.732, mat=0.004, sens=1.041, deg=0.00
Ep 072/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:13,  1.52s/it, loss=0.732, mat=0.004, sens=1.041, deg=0.00
Ep 072/100 [S4:finetune]:  67%|▋| 176/264 [04:31<02:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  67%|▋| 177/264 [04:32<02:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:12,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  67%|▋| 178/264 [04:34<02:12,  1.54s/it, loss=0.644, mat=0.002, sens=0.917, deg=0.00
Ep 072/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:10,  1.54s/it, loss=0.644, mat=0.002, sens=0.917, deg=0.00
Ep 072/100 [S4:finetune]:  68%|▋| 179/264 [04:35<02:10,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:08,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  68%|▋| 180/264 [04:37<02:08,  1.53s/it, loss=0.579, mat=0.004, sens=0.823, deg=0.00
Ep 072/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:06,  1.53s/it, loss=0.579, mat=0.004, sens=0.823, deg=0.00
Ep 072/100 [S4:finetune]:  69%|▋| 181/264 [04:38<02:06,  1.53s/it, loss=0.625, mat=0.004, sens=0.890, deg=0.00
Ep 072/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:04,  1.52s/it, loss=0.625, mat=0.004, sens=0.890, deg=0.00
Ep 072/100 [S4:finetune]:  69%|▋| 182/264 [04:40<02:04,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:04,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  69%|▋| 183/264 [04:41<02:04,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:02,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  70%|▋| 184/264 [04:43<02:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  70%|▋| 185/264 [04:43<02:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  70%|▋| 185/264 [04:44<02:00,  1.53s/it, loss=0.666, mat=0.001, sens=0.950, deg=0.00
Ep 072/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:59,  1.53s/it, loss=0.666, mat=0.001, sens=0.950, deg=0.00
Ep 072/100 [S4:finetune]:  70%|▋| 186/264 [04:46<01:59,  1.53s/it, loss=0.623, mat=0.004, sens=0.888, deg=0.00
Ep 072/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:58,  1.53s/it, loss=0.623, mat=0.004, sens=0.888, deg=0.00
Ep 072/100 [S4:finetune]:  71%|▋| 187/264 [04:47<01:58,  1.53s/it, loss=0.780, mat=0.002, sens=1.113, deg=0.00
Ep 072/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:56,  1.53s/it, loss=0.780, mat=0.002, sens=1.113, deg=0.00
Ep 072/100 [S4:finetune]:  71%|▋| 188/264 [04:49<01:56,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:54,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  72%|▋| 189/264 [04:51<01:54,  1.53s/it, loss=0.541, mat=0.002, sens=0.771, deg=0.00
Ep 072/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:54,  1.54s/it, loss=0.541, mat=0.002, sens=0.771, deg=0.00
Ep 072/100 [S4:finetune]:  72%|▋| 190/264 [04:52<01:54,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  72%|▋| 191/264 [04:54<01:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  73%|▋| 192/264 [04:55<01:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  73%|▋| 193/264 [04:57<01:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:46,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  73%|▋| 194/264 [04:58<01:46,  1.53s/it, loss=0.560, mat=0.004, sens=0.797, deg=0.00
Ep 072/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:44,  1.52s/it, loss=0.560, mat=0.004, sens=0.797, deg=0.00
Ep 072/100 [S4:finetune]:  74%|▋| 195/264 [05:00<01:44,  1.52s/it, loss=0.647, mat=0.003, sens=0.923, deg=0.00
Ep 072/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:43,  1.52s/it, loss=0.647, mat=0.003, sens=0.923, deg=0.00
Ep 072/100 [S4:finetune]:  74%|▋| 196/264 [05:01<01:43,  1.52s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.00
Ep 072/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:41,  1.52s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.00
Ep 072/100 [S4:finetune]:  75%|▋| 197/264 [05:03<01:41,  1.52s/it, loss=0.642, mat=0.003, sens=0.914, deg=0.00
Ep 072/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:40,  1.52s/it, loss=0.642, mat=0.003, sens=0.914, deg=0.00
Ep 072/100 [S4:finetune]:  75%|▊| 198/264 [05:04<01:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  75%|▊| 199/264 [05:06<01:38,  1.52s/it, loss=0.677, mat=0.004, sens=0.963, deg=0.00
Ep 072/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.52s/it, loss=0.677, mat=0.004, sens=0.963, deg=0.00
Ep 072/100 [S4:finetune]:  76%|▊| 200/264 [05:07<01:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  76%|▊| 201/264 [05:09<01:35,  1.52s/it, loss=0.560, mat=0.003, sens=0.798, deg=0.00
Ep 072/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:34,  1.52s/it, loss=0.560, mat=0.003, sens=0.798, deg=0.00
Ep 072/100 [S4:finetune]:  77%|▊| 202/264 [05:10<01:34,  1.52s/it, loss=0.658, mat=0.003, sens=0.934, deg=0.00
Ep 072/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.658, mat=0.003, sens=0.934, deg=0.00
Ep 072/100 [S4:finetune]:  77%|▊| 203/264 [05:12<01:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  77%|▊| 204/264 [05:13<01:31,  1.52s/it, loss=0.672, mat=0.002, sens=0.954, deg=0.00
Ep 072/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.672, mat=0.002, sens=0.954, deg=0.00
Ep 072/100 [S4:finetune]:  78%|▊| 205/264 [05:15<01:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  78%|▊| 206/264 [05:16<01:28,  1.52s/it, loss=0.663, mat=0.002, sens=0.945, deg=0.00
Ep 072/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.663, mat=0.002, sens=0.945, deg=0.00
Ep 072/100 [S4:finetune]:  78%|▊| 207/264 [05:18<01:26,  1.52s/it, loss=0.739, mat=0.005, sens=1.051, deg=0.00
Ep 072/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:26,  1.54s/it, loss=0.739, mat=0.005, sens=1.051, deg=0.00
Ep 072/100 [S4:finetune]:  79%|▊| 208/264 [05:20<01:26,  1.54s/it, loss=0.724, mat=0.004, sens=1.032, deg=0.00
Ep 072/100 [S4:finetune]:  79%|▊| 209/264 [05:20<01:24,  1.53s/it, loss=0.724, mat=0.004, sens=1.032, deg=0.00
Ep 072/100 [S4:finetune]:  79%|▊| 209/264 [05:21<01:24,  1.53s/it, loss=0.793, mat=0.003, sens=1.131, deg=0.00
Ep 072/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:22,  1.53s/it, loss=0.793, mat=0.003, sens=1.131, deg=0.00
Ep 072/100 [S4:finetune]:  80%|▊| 210/264 [05:23<01:22,  1.53s/it, loss=0.604, mat=0.003, sens=0.859, deg=0.00
Ep 072/100 [S4:finetune]:  80%|▊| 211/264 [05:23<01:21,  1.54s/it, loss=0.604, mat=0.003, sens=0.859, deg=0.00
Ep 072/100 [S4:finetune]:  80%|▊| 211/264 [05:24<01:21,  1.54s/it, loss=0.659, mat=0.003, sens=0.940, deg=0.00
Ep 072/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:19,  1.53s/it, loss=0.659, mat=0.003, sens=0.940, deg=0.00
Ep 072/100 [S4:finetune]:  80%|▊| 212/264 [05:26<01:19,  1.53s/it, loss=0.659, mat=0.003, sens=0.940, deg=0.00
Ep 072/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:17,  1.53s/it, loss=0.659, mat=0.003, sens=0.940, deg=0.00
Ep 072/100 [S4:finetune]:  81%|▊| 213/264 [05:27<01:17,  1.53s/it, loss=0.768, mat=0.002, sens=1.094, deg=0.00
Ep 072/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:16,  1.53s/it, loss=0.768, mat=0.002, sens=1.094, deg=0.00
Ep 072/100 [S4:finetune]:  81%|▊| 214/264 [05:29<01:16,  1.53s/it, loss=0.650, mat=0.002, sens=0.926, deg=0.00
Ep 072/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:15,  1.53s/it, loss=0.650, mat=0.002, sens=0.926, deg=0.00
Ep 072/100 [S4:finetune]:  81%|▊| 215/264 [05:30<01:15,  1.53s/it, loss=0.597, mat=0.004, sens=0.847, deg=0.00
Ep 072/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:13,  1.53s/it, loss=0.597, mat=0.004, sens=0.847, deg=0.00
Ep 072/100 [S4:finetune]:  82%|▊| 216/264 [05:32<01:13,  1.53s/it, loss=0.696, mat=0.003, sens=0.992, deg=0.00
Ep 072/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.53s/it, loss=0.696, mat=0.003, sens=0.992, deg=0.00
Ep 072/100 [S4:finetune]:  82%|▊| 217/264 [05:33<01:11,  1.53s/it, loss=0.631, mat=0.004, sens=0.898, deg=0.00
Ep 072/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:10,  1.53s/it, loss=0.631, mat=0.004, sens=0.898, deg=0.00
Ep 072/100 [S4:finetune]:  83%|▊| 218/264 [05:35<01:10,  1.53s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 072/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 072/100 [S4:finetune]:  83%|▊| 219/264 [05:36<01:08,  1.52s/it, loss=0.581, mat=0.003, sens=0.826, deg=0.00
Ep 072/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:06,  1.52s/it, loss=0.581, mat=0.003, sens=0.826, deg=0.00
Ep 072/100 [S4:finetune]:  83%|▊| 220/264 [05:38<01:06,  1.52s/it, loss=0.604, mat=0.005, sens=0.860, deg=0.00
Ep 072/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:05,  1.52s/it, loss=0.604, mat=0.005, sens=0.860, deg=0.00
Ep 072/100 [S4:finetune]:  84%|▊| 221/264 [05:39<01:05,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  84%|▊| 222/264 [05:41<01:03,  1.52s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.00
Ep 072/100 [S4:finetune]:  84%|▊| 223/264 [05:41<01:03,  1.54s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.00
Ep 072/100 [S4:finetune]:  84%|▊| 223/264 [05:42<01:03,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  85%|▊| 224/264 [05:44<01:01,  1.53s/it, loss=0.611, mat=0.004, sens=0.870, deg=0.00
Ep 072/100 [S4:finetune]:  85%|▊| 225/264 [05:44<00:59,  1.53s/it, loss=0.611, mat=0.004, sens=0.870, deg=0.00
Ep 072/100 [S4:finetune]:  85%|▊| 225/264 [05:45<00:59,  1.53s/it, loss=0.692, mat=0.005, sens=0.987, deg=0.00
Ep 072/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.53s/it, loss=0.692, mat=0.005, sens=0.987, deg=0.00
Ep 072/100 [S4:finetune]:  86%|▊| 226/264 [05:47<00:57,  1.53s/it, loss=0.692, mat=0.002, sens=0.987, deg=0.00
Ep 072/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:56,  1.52s/it, loss=0.692, mat=0.002, sens=0.987, deg=0.00
Ep 072/100 [S4:finetune]:  86%|▊| 227/264 [05:49<00:56,  1.52s/it, loss=0.729, mat=0.004, sens=1.039, deg=0.00
Ep 072/100 [S4:finetune]:  86%|▊| 228/264 [05:49<00:54,  1.52s/it, loss=0.729, mat=0.004, sens=1.039, deg=0.00
Ep 072/100 [S4:finetune]:  86%|▊| 228/264 [05:50<00:54,  1.52s/it, loss=0.638, mat=0.004, sens=0.909, deg=0.00
Ep 072/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:53,  1.52s/it, loss=0.638, mat=0.004, sens=0.909, deg=0.00
Ep 072/100 [S4:finetune]:  87%|▊| 229/264 [05:52<00:53,  1.52s/it, loss=0.572, mat=0.004, sens=0.815, deg=0.00
Ep 072/100 [S4:finetune]:  87%|▊| 230/264 [05:52<00:51,  1.52s/it, loss=0.572, mat=0.004, sens=0.815, deg=0.00
Ep 072/100 [S4:finetune]:  87%|▊| 230/264 [05:53<00:51,  1.52s/it, loss=0.684, mat=0.003, sens=0.975, deg=0.00
Ep 072/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:50,  1.52s/it, loss=0.684, mat=0.003, sens=0.975, deg=0.00
Ep 072/100 [S4:finetune]:  88%|▉| 231/264 [05:55<00:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:48,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  88%|▉| 232/264 [05:56<00:48,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  88%|▉| 233/264 [05:58<00:46,  1.51s/it, loss=0.679, mat=0.003, sens=0.968, deg=0.00
Ep 072/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:45,  1.51s/it, loss=0.679, mat=0.003, sens=0.968, deg=0.00
Ep 072/100 [S4:finetune]:  89%|▉| 234/264 [05:59<00:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:44,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  89%|▉| 235/264 [06:01<00:44,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  89%|▉| 236/264 [06:02<00:42,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:41,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  90%|▉| 237/264 [06:04<00:41,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  90%|▉| 238/264 [06:05<00:39,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:38,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  91%|▉| 239/264 [06:07<00:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  91%|▉| 240/264 [06:08<00:36,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:35,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  91%|▉| 241/264 [06:10<00:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  92%|▉| 242/264 [06:11<00:33,  1.52s/it, loss=0.633, mat=0.004, sens=0.902, deg=0.00
Ep 072/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:31,  1.52s/it, loss=0.633, mat=0.004, sens=0.902, deg=0.00
Ep 072/100 [S4:finetune]:  92%|▉| 243/264 [06:13<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  92%|▉| 244/264 [06:14<00:30,  1.52s/it, loss=0.666, mat=0.002, sens=0.948, deg=0.00
Ep 072/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:28,  1.52s/it, loss=0.666, mat=0.002, sens=0.948, deg=0.00
Ep 072/100 [S4:finetune]:  93%|▉| 245/264 [06:16<00:28,  1.52s/it, loss=0.645, mat=0.004, sens=0.919, deg=0.00
Ep 072/100 [S4:finetune]:  93%|▉| 246/264 [06:16<00:27,  1.52s/it, loss=0.645, mat=0.004, sens=0.919, deg=0.00
Ep 072/100 [S4:finetune]:  93%|▉| 246/264 [06:17<00:27,  1.52s/it, loss=0.631, mat=0.003, sens=0.899, deg=0.00
Ep 072/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.52s/it, loss=0.631, mat=0.003, sens=0.899, deg=0.00
Ep 072/100 [S4:finetune]:  94%|▉| 247/264 [06:19<00:25,  1.52s/it, loss=0.583, mat=0.002, sens=0.830, deg=0.00
Ep 072/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.583, mat=0.002, sens=0.830, deg=0.00
Ep 072/100 [S4:finetune]:  94%|▉| 248/264 [06:20<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  94%|▉| 249/264 [06:22<00:22,  1.52s/it, loss=0.633, mat=0.004, sens=0.901, deg=0.00
Ep 072/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.633, mat=0.004, sens=0.901, deg=0.00
Ep 072/100 [S4:finetune]:  95%|▉| 250/264 [06:23<00:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  95%|▉| 251/264 [06:25<00:19,  1.52s/it, loss=0.679, mat=0.004, sens=0.967, deg=0.00
Ep 072/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.51s/it, loss=0.679, mat=0.004, sens=0.967, deg=0.00
Ep 072/100 [S4:finetune]:  95%|▉| 252/264 [06:27<00:18,  1.51s/it, loss=0.608, mat=0.003, sens=0.866, deg=0.00
Ep 072/100 [S4:finetune]:  96%|▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.608, mat=0.003, sens=0.866, deg=0.00
Ep 072/100 [S4:finetune]:  96%|▉| 253/264 [06:28<00:16,  1.52s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.00
Ep 072/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.54s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.00
Ep 072/100 [S4:finetune]:  96%|▉| 254/264 [06:30<00:15,  1.54s/it, loss=0.674, mat=0.004, sens=0.960, deg=0.00
Ep 072/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.674, mat=0.004, sens=0.960, deg=0.00
Ep 072/100 [S4:finetune]:  97%|▉| 255/264 [06:31<00:13,  1.53s/it, loss=0.700, mat=0.004, sens=0.997, deg=0.00
Ep 072/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.700, mat=0.004, sens=0.997, deg=0.00
Ep 072/100 [S4:finetune]:  97%|▉| 256/264 [06:33<00:12,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  97%|▉| 257/264 [06:34<00:10,  1.52s/it, loss=0.652, mat=0.003, sens=0.930, deg=0.00
Ep 072/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.652, mat=0.003, sens=0.930, deg=0.00
Ep 072/100 [S4:finetune]:  98%|▉| 258/264 [06:36<00:09,  1.52s/it, loss=0.690, mat=0.003, sens=0.984, deg=0.00
Ep 072/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.690, mat=0.003, sens=0.984, deg=0.00
Ep 072/100 [S4:finetune]:  98%|▉| 259/264 [06:37<00:07,  1.52s/it, loss=0.712, mat=0.003, sens=1.016, deg=0.00
Ep 072/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.712, mat=0.003, sens=1.016, deg=0.00
Ep 072/100 [S4:finetune]:  98%|▉| 260/264 [06:39<00:06,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]:  99%|▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.760, mat=0.003, sens=1.084, deg=0.00
Ep 072/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.760, mat=0.003, sens=1.084, deg=0.00
Ep 072/100 [S4:finetune]:  99%|▉| 262/264 [06:42<00:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]: 100%|▉| 263/264 [06:43<00:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 072/100 [S4:finetune]: 100%|█| 264/264 [06:43<00:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 072/100 [S4:finetune]  loss=0.3859  mat=0.0032  sens=0.5438  deg=0.0003  orth=0.0042  α=0.3 β=0.7 γ=0.2  404s

Ep 073/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 073/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.705, mat=0.002, sens=1.003, deg=0.000]
Ep 073/100 [S4:finetune]:   0%| | 1/264 [00:02<09:56,  2.27s/it, loss=0.705, mat=0.002, sens=1.003, deg=0.000]
Ep 073/100 [S4:finetune]:   0%| | 1/264 [00:03<09:56,  2.27s/it, loss=0.791, mat=0.003, sens=1.126, deg=0.000]
Ep 073/100 [S4:finetune]:   1%| | 2/264 [00:03<07:57,  1.82s/it, loss=0.791, mat=0.003, sens=1.126, deg=0.000]
Ep 073/100 [S4:finetune]:   1%| | 2/264 [00:05<07:57,  1.82s/it, loss=0.763, mat=0.003, sens=1.088, deg=0.000]
Ep 073/100 [S4:finetune]:   1%| | 3/264 [00:05<07:19,  1.68s/it, loss=0.763, mat=0.003, sens=1.088, deg=0.000]
Ep 073/100 [S4:finetune]:   1%| | 3/264 [00:06<07:19,  1.68s/it, loss=0.775, mat=0.003, sens=1.104, deg=0.000]
Ep 073/100 [S4:finetune]:   2%| | 4/264 [00:06<07:11,  1.66s/it, loss=0.775, mat=0.003, sens=1.104, deg=0.000]
Ep 073/100 [S4:finetune]:   2%| | 4/264 [00:08<07:11,  1.66s/it, loss=0.750, mat=0.003, sens=1.070, deg=0.000]
Ep 073/100 [S4:finetune]:   2%| | 5/264 [00:08<06:55,  1.61s/it, loss=0.750, mat=0.003, sens=1.070, deg=0.000]
Ep 073/100 [S4:finetune]:   2%| | 5/264 [00:09<06:55,  1.61s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 073/100 [S4:finetune]:   2%| | 6/264 [00:09<06:46,  1.58s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 073/100 [S4:finetune]:   2%| | 6/264 [00:11<06:46,  1.58s/it, loss=0.803, mat=0.003, sens=1.143, deg=0.000]
Ep 073/100 [S4:finetune]:   3%| | 7/264 [00:11<06:40,  1.56s/it, loss=0.803, mat=0.003, sens=1.143, deg=0.000]
Ep 073/100 [S4:finetune]:   3%| | 7/264 [00:12<06:40,  1.56s/it, loss=0.887, mat=0.003, sens=1.266, deg=0.000]
Ep 073/100 [S4:finetune]:   3%| | 8/264 [00:12<06:35,  1.54s/it, loss=0.887, mat=0.003, sens=1.266, deg=0.000]
Ep 073/100 [S4:finetune]:   3%| | 8/264 [00:14<06:35,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 073/100 [S4:finetune]:   3%| | 9/264 [00:14<06:31,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 073/100 [S4:finetune]:   3%| | 9/264 [00:16<06:31,  1.53s/it, loss=0.831, mat=0.003, sens=1.185, deg=0.000]
Ep 073/100 [S4:finetune]:   4%| | 10/264 [00:16<06:28,  1.53s/it, loss=0.831, mat=0.003, sens=1.185, deg=0.000
Ep 073/100 [S4:finetune]:   4%| | 10/264 [00:17<06:28,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   4%| | 11/264 [00:17<06:25,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   4%| | 11/264 [00:19<06:25,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   5%| | 12/264 [00:19<06:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   5%| | 12/264 [00:20<06:23,  1.52s/it, loss=0.810, mat=0.004, sens=1.155, deg=0.000
Ep 073/100 [S4:finetune]:   5%| | 13/264 [00:20<06:20,  1.52s/it, loss=0.810, mat=0.004, sens=1.155, deg=0.000
Ep 073/100 [S4:finetune]:   5%| | 13/264 [00:22<06:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   5%| | 14/264 [00:22<06:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   5%| | 14/264 [00:23<06:19,  1.52s/it, loss=0.863, mat=0.004, sens=1.229, deg=0.000
Ep 073/100 [S4:finetune]:   6%| | 15/264 [00:23<06:17,  1.52s/it, loss=0.863, mat=0.004, sens=1.229, deg=0.000
Ep 073/100 [S4:finetune]:   6%| | 15/264 [00:25<06:17,  1.52s/it, loss=0.818, mat=0.004, sens=1.166, deg=0.000
Ep 073/100 [S4:finetune]:   6%| | 16/264 [00:25<06:21,  1.54s/it, loss=0.818, mat=0.004, sens=1.166, deg=0.000
Ep 073/100 [S4:finetune]:   6%| | 16/264 [00:26<06:21,  1.54s/it, loss=0.815, mat=0.003, sens=1.160, deg=0.000
Ep 073/100 [S4:finetune]:   6%| | 17/264 [00:26<06:18,  1.53s/it, loss=0.815, mat=0.003, sens=1.160, deg=0.000
Ep 073/100 [S4:finetune]:   6%| | 17/264 [00:28<06:18,  1.53s/it, loss=0.773, mat=0.004, sens=1.102, deg=0.000
Ep 073/100 [S4:finetune]:   7%| | 18/264 [00:28<06:16,  1.53s/it, loss=0.773, mat=0.004, sens=1.102, deg=0.000
Ep 073/100 [S4:finetune]:   7%| | 18/264 [00:29<06:16,  1.53s/it, loss=0.753, mat=0.004, sens=1.073, deg=0.000
Ep 073/100 [S4:finetune]:   7%| | 19/264 [00:29<06:14,  1.53s/it, loss=0.753, mat=0.004, sens=1.073, deg=0.000
Ep 073/100 [S4:finetune]:   7%| | 19/264 [00:31<06:14,  1.53s/it, loss=0.737, mat=0.003, sens=1.051, deg=0.000
Ep 073/100 [S4:finetune]:   8%| | 20/264 [00:31<06:12,  1.53s/it, loss=0.737, mat=0.003, sens=1.051, deg=0.000
Ep 073/100 [S4:finetune]:   8%| | 20/264 [00:32<06:12,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   8%| | 21/264 [00:32<06:09,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   8%| | 21/264 [00:34<06:09,  1.52s/it, loss=0.663, mat=0.003, sens=0.944, deg=0.000
Ep 073/100 [S4:finetune]:   8%| | 22/264 [00:34<06:07,  1.52s/it, loss=0.663, mat=0.003, sens=0.944, deg=0.000
Ep 073/100 [S4:finetune]:   8%| | 22/264 [00:35<06:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   9%| | 23/264 [00:35<06:08,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   9%| | 23/264 [00:37<06:08,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   9%| | 24/264 [00:37<06:06,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:   9%| | 24/264 [00:38<06:06,  1.53s/it, loss=0.654, mat=0.002, sens=0.934, deg=0.000
Ep 073/100 [S4:finetune]:   9%| | 25/264 [00:38<06:04,  1.53s/it, loss=0.654, mat=0.002, sens=0.934, deg=0.000
Ep 073/100 [S4:finetune]:   9%| | 25/264 [00:40<06:04,  1.53s/it, loss=0.772, mat=0.003, sens=1.100, deg=0.000
Ep 073/100 [S4:finetune]:  10%| | 26/264 [00:40<06:02,  1.52s/it, loss=0.772, mat=0.003, sens=1.100, deg=0.000
Ep 073/100 [S4:finetune]:  10%| | 26/264 [00:41<06:02,  1.52s/it, loss=0.639, mat=0.002, sens=0.910, deg=0.000
Ep 073/100 [S4:finetune]:  10%| | 27/264 [00:41<06:01,  1.52s/it, loss=0.639, mat=0.002, sens=0.910, deg=0.000
Ep 073/100 [S4:finetune]:  10%| | 27/264 [00:43<06:01,  1.52s/it, loss=0.630, mat=0.004, sens=0.898, deg=0.000
Ep 073/100 [S4:finetune]:  11%| | 28/264 [00:43<05:59,  1.52s/it, loss=0.630, mat=0.004, sens=0.898, deg=0.000
Ep 073/100 [S4:finetune]:  11%| | 28/264 [00:44<05:59,  1.52s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.000
Ep 073/100 [S4:finetune]:  11%| | 29/264 [00:44<05:57,  1.52s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.000
Ep 073/100 [S4:finetune]:  11%| | 29/264 [00:46<05:57,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  11%| | 30/264 [00:46<05:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  11%| | 30/264 [00:48<05:55,  1.52s/it, loss=0.640, mat=0.002, sens=0.913, deg=0.000
Ep 073/100 [S4:finetune]:  12%| | 31/264 [00:48<05:54,  1.52s/it, loss=0.640, mat=0.002, sens=0.913, deg=0.000
Ep 073/100 [S4:finetune]:  12%| | 31/264 [00:49<05:54,  1.52s/it, loss=0.536, mat=0.003, sens=0.761, deg=0.000
Ep 073/100 [S4:finetune]:  12%| | 32/264 [00:49<05:52,  1.52s/it, loss=0.536, mat=0.003, sens=0.761, deg=0.000
Ep 073/100 [S4:finetune]:  12%| | 32/264 [00:51<05:52,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:51,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:49,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  13%|▏| 34/264 [00:54<05:49,  1.52s/it, loss=0.569, mat=0.002, sens=0.809, deg=0.000
Ep 073/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:53,  1.54s/it, loss=0.569, mat=0.002, sens=0.809, deg=0.000
Ep 073/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:53,  1.54s/it, loss=0.641, mat=0.002, sens=0.912, deg=0.000
Ep 073/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:50,  1.54s/it, loss=0.641, mat=0.002, sens=0.912, deg=0.000
Ep 073/100 [S4:finetune]:  14%|▏| 36/264 [00:57<05:50,  1.54s/it, loss=0.515, mat=0.004, sens=0.732, deg=0.000
Ep 073/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:48,  1.53s/it, loss=0.515, mat=0.004, sens=0.732, deg=0.000
Ep 073/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:48,  1.53s/it, loss=0.586, mat=0.003, sens=0.834, deg=0.000
Ep 073/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:46,  1.53s/it, loss=0.586, mat=0.003, sens=0.834, deg=0.000
Ep 073/100 [S4:finetune]:  14%|▏| 38/264 [01:00<05:46,  1.53s/it, loss=0.568, mat=0.004, sens=0.793, deg=0.050
Ep 073/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:43,  1.53s/it, loss=0.568, mat=0.004, sens=0.793, deg=0.050
Ep 073/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:43,  1.53s/it, loss=0.640, mat=0.003, sens=0.911, deg=0.000
Ep 073/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:41,  1.53s/it, loss=0.640, mat=0.003, sens=0.911, deg=0.000
Ep 073/100 [S4:finetune]:  15%|▏| 40/264 [01:03<05:41,  1.53s/it, loss=0.599, mat=0.005, sens=0.851, deg=0.000
Ep 073/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:40,  1.53s/it, loss=0.599, mat=0.005, sens=0.851, deg=0.000
Ep 073/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:38,  1.52s/it, loss=0.556, mat=0.004, sens=0.791, deg=0.000
Ep 073/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:36,  1.52s/it, loss=0.556, mat=0.004, sens=0.791, deg=0.000
Ep 073/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:34,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:33,  1.52s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.000
Ep 073/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.000
Ep 073/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:31,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:30,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:30,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:32,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  19%|▏| 49/264 [01:17<05:32,  1.55s/it, loss=0.577, mat=0.004, sens=0.822, deg=0.000
Ep 073/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:30,  1.54s/it, loss=0.577, mat=0.004, sens=0.822, deg=0.000
Ep 073/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:30,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  19%|▏| 51/264 [01:20<05:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:24,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:24,  1.53s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.000
Ep 073/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:22,  1.53s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.000
Ep 073/100 [S4:finetune]:  20%|▏| 53/264 [01:23<05:22,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:20,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:20,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:18,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  21%|▏| 55/264 [01:26<05:18,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:16,  1.52s/it, loss=0.586, mat=0.003, sens=0.833, deg=0.000
Ep 073/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:15,  1.52s/it, loss=0.586, mat=0.003, sens=0.833, deg=0.000
Ep 073/100 [S4:finetune]:  22%|▏| 57/264 [01:29<05:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:13,  1.52s/it, loss=0.550, mat=0.005, sens=0.783, deg=0.002
Ep 073/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.550, mat=0.005, sens=0.783, deg=0.002
Ep 073/100 [S4:finetune]:  22%|▏| 59/264 [01:32<05:11,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:10,  1.52s/it, loss=0.594, mat=0.005, sens=0.845, deg=0.000
Ep 073/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:13,  1.55s/it, loss=0.594, mat=0.005, sens=0.845, deg=0.000
Ep 073/100 [S4:finetune]:  23%|▏| 61/264 [01:35<05:13,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:10,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:10,  1.54s/it, loss=0.633, mat=0.001, sens=0.903, deg=0.000
Ep 073/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:07,  1.53s/it, loss=0.633, mat=0.001, sens=0.903, deg=0.000
Ep 073/100 [S4:finetune]:  24%|▏| 63/264 [01:38<05:07,  1.53s/it, loss=0.575, mat=0.004, sens=0.817, deg=0.000
Ep 073/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:05,  1.53s/it, loss=0.575, mat=0.004, sens=0.817, deg=0.000
Ep 073/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:05,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:03,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  25%|▏| 65/264 [01:41<05:03,  1.53s/it, loss=0.556, mat=0.003, sens=0.793, deg=0.000
Ep 073/100 [S4:finetune]:  25%|▎| 66/264 [01:41<05:02,  1.53s/it, loss=0.556, mat=0.003, sens=0.793, deg=0.000
Ep 073/100 [S4:finetune]:  25%|▎| 66/264 [01:43<05:02,  1.53s/it, loss=0.641, mat=0.003, sens=0.914, deg=0.000
Ep 073/100 [S4:finetune]:  25%|▎| 67/264 [01:43<05:00,  1.53s/it, loss=0.641, mat=0.003, sens=0.914, deg=0.000
Ep 073/100 [S4:finetune]:  25%|▎| 67/264 [01:44<05:00,  1.53s/it, loss=0.673, mat=0.003, sens=0.956, deg=0.000
Ep 073/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:58,  1.52s/it, loss=0.673, mat=0.003, sens=0.956, deg=0.000
Ep 073/100 [S4:finetune]:  26%|▎| 68/264 [01:46<04:58,  1.52s/it, loss=0.623, mat=0.002, sens=0.887, deg=0.000
Ep 073/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:56,  1.52s/it, loss=0.623, mat=0.002, sens=0.887, deg=0.000
Ep 073/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:56,  1.52s/it, loss=0.577, mat=0.003, sens=0.822, deg=0.000
Ep 073/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:55,  1.52s/it, loss=0.577, mat=0.003, sens=0.822, deg=0.000
Ep 073/100 [S4:finetune]:  27%|▎| 70/264 [01:49<04:55,  1.52s/it, loss=0.686, mat=0.004, sens=0.978, deg=0.000
Ep 073/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:55,  1.53s/it, loss=0.686, mat=0.004, sens=0.978, deg=0.000
Ep 073/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:55,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:54,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  27%|▎| 72/264 [01:52<04:54,  1.53s/it, loss=0.700, mat=0.003, sens=0.999, deg=0.000
Ep 073/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:52,  1.53s/it, loss=0.700, mat=0.003, sens=0.999, deg=0.000
Ep 073/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:52,  1.53s/it, loss=0.713, mat=0.003, sens=1.017, deg=0.000
Ep 073/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:50,  1.53s/it, loss=0.713, mat=0.003, sens=1.017, deg=0.000
Ep 073/100 [S4:finetune]:  28%|▎| 74/264 [01:55<04:50,  1.53s/it, loss=0.707, mat=0.002, sens=1.009, deg=0.000
Ep 073/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:48,  1.53s/it, loss=0.707, mat=0.002, sens=1.009, deg=0.000
Ep 073/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:48,  1.53s/it, loss=0.691, mat=0.002, sens=0.985, deg=0.000
Ep 073/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:47,  1.53s/it, loss=0.691, mat=0.002, sens=0.985, deg=0.000
Ep 073/100 [S4:finetune]:  29%|▎| 76/264 [01:58<04:47,  1.53s/it, loss=0.721, mat=0.005, sens=1.026, deg=0.000
Ep 073/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:45,  1.53s/it, loss=0.721, mat=0.005, sens=1.026, deg=0.000
Ep 073/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:45,  1.53s/it, loss=0.732, mat=0.002, sens=1.044, deg=0.000
Ep 073/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:43,  1.53s/it, loss=0.732, mat=0.002, sens=1.044, deg=0.000
Ep 073/100 [S4:finetune]:  30%|▎| 78/264 [02:01<04:43,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.006
Ep 073/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:46,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.006
Ep 073/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:46,  1.55s/it, loss=0.691, mat=0.003, sens=0.985, deg=0.000
Ep 073/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:43,  1.54s/it, loss=0.691, mat=0.003, sens=0.985, deg=0.000
Ep 073/100 [S4:finetune]:  30%|▎| 80/264 [02:04<04:43,  1.54s/it, loss=0.754, mat=0.004, sens=1.074, deg=0.000
Ep 073/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:40,  1.53s/it, loss=0.754, mat=0.004, sens=1.074, deg=0.000
Ep 073/100 [S4:finetune]:  31%|▎| 81/264 [02:06<04:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  31%|▎| 82/264 [02:07<04:38,  1.53s/it, loss=0.669, mat=0.002, sens=0.953, deg=0.000
Ep 073/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:36,  1.53s/it, loss=0.669, mat=0.002, sens=0.953, deg=0.000
Ep 073/100 [S4:finetune]:  31%|▎| 83/264 [02:09<04:36,  1.53s/it, loss=0.779, mat=0.003, sens=1.111, deg=0.000
Ep 073/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:34,  1.52s/it, loss=0.779, mat=0.003, sens=1.111, deg=0.000
Ep 073/100 [S4:finetune]:  32%|▎| 84/264 [02:10<04:34,  1.52s/it, loss=0.733, mat=0.003, sens=1.045, deg=0.000
Ep 073/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:33,  1.53s/it, loss=0.733, mat=0.003, sens=1.045, deg=0.000
Ep 073/100 [S4:finetune]:  32%|▎| 85/264 [02:12<04:33,  1.53s/it, loss=0.742, mat=0.005, sens=1.058, deg=0.000
Ep 073/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:31,  1.53s/it, loss=0.742, mat=0.005, sens=1.058, deg=0.000
Ep 073/100 [S4:finetune]:  33%|▎| 86/264 [02:13<04:31,  1.53s/it, loss=0.642, mat=0.003, sens=0.916, deg=0.000
Ep 073/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:30,  1.53s/it, loss=0.642, mat=0.003, sens=0.916, deg=0.000
Ep 073/100 [S4:finetune]:  33%|▎| 87/264 [02:15<04:30,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:28,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:28,  1.52s/it, loss=0.716, mat=0.003, sens=1.020, deg=0.000
Ep 073/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:26,  1.52s/it, loss=0.716, mat=0.003, sens=1.020, deg=0.000
Ep 073/100 [S4:finetune]:  34%|▎| 89/264 [02:18<04:26,  1.52s/it, loss=0.728, mat=0.004, sens=1.037, deg=0.000
Ep 073/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:25,  1.52s/it, loss=0.728, mat=0.004, sens=1.037, deg=0.000
Ep 073/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  34%|▎| 91/264 [02:21<04:23,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:21,  1.52s/it, loss=0.673, mat=0.003, sens=0.960, deg=0.000
Ep 073/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:20,  1.52s/it, loss=0.673, mat=0.003, sens=0.960, deg=0.000
Ep 073/100 [S4:finetune]:  35%|▎| 93/264 [02:24<04:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:23,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:23,  1.55s/it, loss=0.637, mat=0.003, sens=0.908, deg=0.000
Ep 073/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:22,  1.55s/it, loss=0.637, mat=0.003, sens=0.908, deg=0.000
Ep 073/100 [S4:finetune]:  36%|▎| 95/264 [02:27<04:22,  1.55s/it, loss=0.671, mat=0.004, sens=0.956, deg=0.000
Ep 073/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:19,  1.55s/it, loss=0.671, mat=0.004, sens=0.956, deg=0.000
Ep 073/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:19,  1.55s/it, loss=0.649, mat=0.004, sens=0.926, deg=0.000
Ep 073/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:17,  1.54s/it, loss=0.649, mat=0.004, sens=0.926, deg=0.000
Ep 073/100 [S4:finetune]:  37%|▎| 97/264 [02:30<04:17,  1.54s/it, loss=0.706, mat=0.002, sens=0.999, deg=0.000
Ep 073/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:14,  1.54s/it, loss=0.706, mat=0.002, sens=0.999, deg=0.000
Ep 073/100 [S4:finetune]:  37%|▎| 98/264 [02:32<04:14,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:12,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 073/100 [S4:finetune]:  38%|▍| 99/264 [02:33<04:12,  1.53s/it, loss=0.702, mat=0.004, sens=1.000, deg=0.000
Ep 073/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:10,  1.53s/it, loss=0.702, mat=0.004, sens=1.000, deg=0.00
Ep 073/100 [S4:finetune]:  38%|▍| 100/264 [02:35<04:10,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:09,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  38%|▍| 101/264 [02:36<04:09,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:07,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  39%|▍| 102/264 [02:38<04:07,  1.53s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.00
Ep 073/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:05,  1.52s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.00
Ep 073/100 [S4:finetune]:  39%|▍| 103/264 [02:39<04:05,  1.52s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 073/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:03,  1.52s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 073/100 [S4:finetune]:  39%|▍| 104/264 [02:41<04:03,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  40%|▍| 105/264 [02:42<04:01,  1.52s/it, loss=0.637, mat=0.004, sens=0.908, deg=0.00
Ep 073/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:04,  1.54s/it, loss=0.637, mat=0.004, sens=0.908, deg=0.00
Ep 073/100 [S4:finetune]:  40%|▍| 106/264 [02:44<04:04,  1.54s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.00
Ep 073/100 [S4:finetune]:  41%|▍| 107/264 [02:44<04:01,  1.54s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.00
Ep 073/100 [S4:finetune]:  41%|▍| 107/264 [02:45<04:01,  1.54s/it, loss=0.649, mat=0.003, sens=0.926, deg=0.00
Ep 073/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:59,  1.53s/it, loss=0.649, mat=0.003, sens=0.926, deg=0.00
Ep 073/100 [S4:finetune]:  41%|▍| 108/264 [02:47<03:59,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:56,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:56,  1.53s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.00
Ep 073/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:54,  1.53s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.00
Ep 073/100 [S4:finetune]:  42%|▍| 110/264 [02:50<03:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:52,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:51,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  42%|▍| 112/264 [02:53<03:51,  1.52s/it, loss=0.589, mat=0.002, sens=0.839, deg=0.00
Ep 073/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:49,  1.52s/it, loss=0.589, mat=0.002, sens=0.839, deg=0.00
Ep 073/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  43%|▍| 114/264 [02:56<03:48,  1.52s/it, loss=0.646, mat=0.004, sens=0.920, deg=0.00
Ep 073/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:46,  1.52s/it, loss=0.646, mat=0.004, sens=0.920, deg=0.00
Ep 073/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:46,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:45,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  44%|▍| 116/264 [02:59<03:45,  1.52s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 073/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:43,  1.52s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 073/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  45%|▍| 118/264 [03:02<03:41,  1.52s/it, loss=0.601, mat=0.002, sens=0.858, deg=0.00
Ep 073/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:41,  1.53s/it, loss=0.601, mat=0.002, sens=0.858, deg=0.00
Ep 073/100 [S4:finetune]:  45%|▍| 119/264 [03:04<03:41,  1.53s/it, loss=0.652, mat=0.003, sens=0.929, deg=0.00
Ep 073/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:40,  1.53s/it, loss=0.652, mat=0.003, sens=0.929, deg=0.00
Ep 073/100 [S4:finetune]:  45%|▍| 120/264 [03:05<03:40,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:38,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  46%|▍| 121/264 [03:07<03:38,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:36,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  46%|▍| 122/264 [03:08<03:36,  1.52s/it, loss=0.648, mat=0.004, sens=0.924, deg=0.00
Ep 073/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:34,  1.52s/it, loss=0.648, mat=0.004, sens=0.924, deg=0.00
Ep 073/100 [S4:finetune]:  47%|▍| 123/264 [03:10<03:34,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  47%|▍| 124/264 [03:11<03:33,  1.52s/it, loss=0.562, mat=0.003, sens=0.801, deg=0.00
Ep 073/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:34,  1.55s/it, loss=0.562, mat=0.003, sens=0.801, deg=0.00
Ep 073/100 [S4:finetune]:  47%|▍| 125/264 [03:13<03:34,  1.55s/it, loss=0.568, mat=0.003, sens=0.809, deg=0.00
Ep 073/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:32,  1.54s/it, loss=0.568, mat=0.003, sens=0.809, deg=0.00
Ep 073/100 [S4:finetune]:  48%|▍| 126/264 [03:14<03:32,  1.54s/it, loss=0.598, mat=0.004, sens=0.852, deg=0.00
Ep 073/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:30,  1.53s/it, loss=0.598, mat=0.004, sens=0.852, deg=0.00
Ep 073/100 [S4:finetune]:  48%|▍| 127/264 [03:16<03:30,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:27,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:26,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  49%|▍| 129/264 [03:19<03:26,  1.53s/it, loss=0.584, mat=0.005, sens=0.832, deg=0.00
Ep 073/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:24,  1.53s/it, loss=0.584, mat=0.005, sens=0.832, deg=0.00
Ep 073/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:24,  1.53s/it, loss=0.647, mat=0.003, sens=0.921, deg=0.00
Ep 073/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:22,  1.53s/it, loss=0.647, mat=0.003, sens=0.921, deg=0.00
Ep 073/100 [S4:finetune]:  50%|▍| 131/264 [03:22<03:22,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:21,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:21,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:19,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  50%|▌| 133/264 [03:25<03:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:18,  1.52s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.00
Ep 073/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.00
Ep 073/100 [S4:finetune]:  51%|▌| 135/264 [03:28<03:16,  1.52s/it, loss=0.647, mat=0.002, sens=0.917, deg=0.00
Ep 073/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.647, mat=0.002, sens=0.917, deg=0.00
Ep 073/100 [S4:finetune]:  52%|▌| 136/264 [03:30<03:14,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  52%|▌| 137/264 [03:31<03:12,  1.52s/it, loss=0.641, mat=0.003, sens=0.913, deg=0.00
Ep 073/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:11,  1.52s/it, loss=0.641, mat=0.003, sens=0.913, deg=0.00
Ep 073/100 [S4:finetune]:  52%|▌| 138/264 [03:33<03:11,  1.52s/it, loss=0.650, mat=0.003, sens=0.928, deg=0.00
Ep 073/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:12,  1.54s/it, loss=0.650, mat=0.003, sens=0.928, deg=0.00
Ep 073/100 [S4:finetune]:  53%|▌| 139/264 [03:34<03:12,  1.54s/it, loss=0.567, mat=0.002, sens=0.807, deg=0.00
Ep 073/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:10,  1.54s/it, loss=0.567, mat=0.002, sens=0.807, deg=0.00
Ep 073/100 [S4:finetune]:  53%|▌| 140/264 [03:36<03:10,  1.54s/it, loss=0.613, mat=0.002, sens=0.874, deg=0.00
Ep 073/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:08,  1.53s/it, loss=0.613, mat=0.002, sens=0.874, deg=0.00
Ep 073/100 [S4:finetune]:  53%|▌| 141/264 [03:37<03:08,  1.53s/it, loss=0.614, mat=0.003, sens=0.872, deg=0.00
Ep 073/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:06,  1.53s/it, loss=0.614, mat=0.003, sens=0.872, deg=0.00
Ep 073/100 [S4:finetune]:  54%|▌| 142/264 [03:39<03:06,  1.53s/it, loss=0.718, mat=0.004, sens=1.023, deg=0.00
Ep 073/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:06,  1.54s/it, loss=0.718, mat=0.004, sens=1.023, deg=0.00
Ep 073/100 [S4:finetune]:  54%|▌| 143/264 [03:40<03:06,  1.54s/it, loss=0.599, mat=0.004, sens=0.854, deg=0.00
Ep 073/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:04,  1.54s/it, loss=0.599, mat=0.004, sens=0.854, deg=0.00
Ep 073/100 [S4:finetune]:  55%|▌| 144/264 [03:42<03:04,  1.54s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.00
Ep 073/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:02,  1.53s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.00
Ep 073/100 [S4:finetune]:  55%|▌| 145/264 [03:43<03:02,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:00,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  55%|▌| 146/264 [03:45<03:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  56%|▌| 147/264 [03:46<02:58,  1.52s/it, loss=0.683, mat=0.003, sens=0.974, deg=0.00
Ep 073/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.683, mat=0.003, sens=0.974, deg=0.00
Ep 073/100 [S4:finetune]:  56%|▌| 148/264 [03:48<02:56,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  56%|▌| 149/264 [03:49<02:55,  1.52s/it, loss=0.656, mat=0.002, sens=0.935, deg=0.00
Ep 073/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:53,  1.52s/it, loss=0.656, mat=0.002, sens=0.935, deg=0.00
Ep 073/100 [S4:finetune]:  57%|▌| 150/264 [03:51<02:53,  1.52s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:54,  1.55s/it, loss=0.009, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  57%|▌| 151/264 [03:53<02:54,  1.55s/it, loss=0.647, mat=0.003, sens=0.922, deg=0.00
Ep 073/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:52,  1.54s/it, loss=0.647, mat=0.003, sens=0.922, deg=0.00
Ep 073/100 [S4:finetune]:  58%|▌| 152/264 [03:54<02:52,  1.54s/it, loss=0.750, mat=0.003, sens=1.070, deg=0.00
Ep 073/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:49,  1.53s/it, loss=0.750, mat=0.003, sens=1.070, deg=0.00
Ep 073/100 [S4:finetune]:  58%|▌| 153/264 [03:56<02:49,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  58%|▌| 154/264 [03:57<02:47,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:46,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  59%|▌| 155/264 [03:59<02:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  59%|▌| 156/264 [04:00<02:44,  1.52s/it, loss=0.664, mat=0.004, sens=0.946, deg=0.00
Ep 073/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.664, mat=0.004, sens=0.946, deg=0.00
Ep 073/100 [S4:finetune]:  59%|▌| 157/264 [04:02<02:42,  1.52s/it, loss=0.628, mat=0.003, sens=0.894, deg=0.00
Ep 073/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:41,  1.52s/it, loss=0.628, mat=0.003, sens=0.894, deg=0.00
Ep 073/100 [S4:finetune]:  60%|▌| 158/264 [04:03<02:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  60%|▌| 159/264 [04:05<02:39,  1.52s/it, loss=0.587, mat=0.003, sens=0.834, deg=0.00
Ep 073/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:38,  1.52s/it, loss=0.587, mat=0.003, sens=0.834, deg=0.00
Ep 073/100 [S4:finetune]:  61%|▌| 160/264 [04:06<02:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  61%|▌| 161/264 [04:08<02:36,  1.52s/it, loss=0.159, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:35,  1.52s/it, loss=0.159, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  61%|▌| 162/264 [04:09<02:35,  1.52s/it, loss=0.689, mat=0.004, sens=0.976, deg=0.00
Ep 073/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.689, mat=0.004, sens=0.976, deg=0.00
Ep 073/100 [S4:finetune]:  62%|▌| 163/264 [04:11<02:33,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  62%|▌| 164/264 [04:12<02:31,  1.52s/it, loss=0.688, mat=0.004, sens=0.979, deg=0.00
Ep 073/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:30,  1.52s/it, loss=0.688, mat=0.004, sens=0.979, deg=0.00
Ep 073/100 [S4:finetune]:  62%|▋| 165/264 [04:14<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  63%|▋| 166/264 [04:15<02:28,  1.52s/it, loss=0.725, mat=0.003, sens=1.033, deg=0.00
Ep 073/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:28,  1.53s/it, loss=0.725, mat=0.003, sens=1.033, deg=0.00
Ep 073/100 [S4:finetune]:  63%|▋| 167/264 [04:17<02:28,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:26,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  64%|▋| 168/264 [04:18<02:26,  1.53s/it, loss=0.585, mat=0.002, sens=0.834, deg=0.00
Ep 073/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:27,  1.55s/it, loss=0.585, mat=0.002, sens=0.834, deg=0.00
Ep 073/100 [S4:finetune]:  64%|▋| 169/264 [04:20<02:27,  1.55s/it, loss=0.723, mat=0.003, sens=1.030, deg=0.00
Ep 073/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:24,  1.54s/it, loss=0.723, mat=0.003, sens=1.030, deg=0.00
Ep 073/100 [S4:finetune]:  64%|▋| 170/264 [04:22<02:24,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:22,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  65%|▋| 171/264 [04:23<02:22,  1.53s/it, loss=0.711, mat=0.004, sens=1.012, deg=0.00
Ep 073/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:20,  1.53s/it, loss=0.711, mat=0.004, sens=1.012, deg=0.00
Ep 073/100 [S4:finetune]:  65%|▋| 172/264 [04:25<02:20,  1.53s/it, loss=0.660, mat=0.004, sens=0.930, deg=0.03
Ep 073/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:18,  1.52s/it, loss=0.660, mat=0.004, sens=0.930, deg=0.03
Ep 073/100 [S4:finetune]:  66%|▋| 173/264 [04:26<02:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  66%|▋| 174/264 [04:28<02:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  66%|▋| 175/264 [04:29<02:15,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:13,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  67%|▋| 176/264 [04:31<02:13,  1.52s/it, loss=0.754, mat=0.003, sens=1.076, deg=0.00
Ep 073/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:12,  1.52s/it, loss=0.754, mat=0.003, sens=1.076, deg=0.00
Ep 073/100 [S4:finetune]:  67%|▋| 177/264 [04:32<02:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  67%|▋| 178/264 [04:34<02:10,  1.52s/it, loss=0.628, mat=0.003, sens=0.895, deg=0.00
Ep 073/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:09,  1.52s/it, loss=0.628, mat=0.003, sens=0.895, deg=0.00
Ep 073/100 [S4:finetune]:  68%|▋| 179/264 [04:35<02:09,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  68%|▋| 180/264 [04:37<02:07,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:06,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  69%|▋| 181/264 [04:38<02:06,  1.52s/it, loss=0.834, mat=0.003, sens=1.190, deg=0.00
Ep 073/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:04,  1.52s/it, loss=0.834, mat=0.003, sens=1.190, deg=0.00
Ep 073/100 [S4:finetune]:  69%|▋| 182/264 [04:40<02:04,  1.52s/it, loss=0.760, mat=0.002, sens=1.084, deg=0.00
Ep 073/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:03,  1.52s/it, loss=0.760, mat=0.002, sens=1.084, deg=0.00
Ep 073/100 [S4:finetune]:  69%|▋| 183/264 [04:41<02:03,  1.52s/it, loss=0.678, mat=0.003, sens=0.966, deg=0.00
Ep 073/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:03,  1.54s/it, loss=0.678, mat=0.003, sens=0.966, deg=0.00
Ep 073/100 [S4:finetune]:  70%|▋| 184/264 [04:43<02:03,  1.54s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  70%|▋| 185/264 [04:43<02:01,  1.54s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  70%|▋| 185/264 [04:44<02:01,  1.54s/it, loss=0.682, mat=0.004, sens=0.968, deg=0.00
Ep 073/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:59,  1.53s/it, loss=0.682, mat=0.004, sens=0.968, deg=0.00
Ep 073/100 [S4:finetune]:  70%|▋| 186/264 [04:46<01:59,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:57,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  71%|▋| 187/264 [04:47<01:57,  1.53s/it, loss=0.638, mat=0.003, sens=0.910, deg=0.00
Ep 073/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:55,  1.52s/it, loss=0.638, mat=0.003, sens=0.910, deg=0.00
Ep 073/100 [S4:finetune]:  71%|▋| 188/264 [04:49<01:55,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:54,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  72%|▋| 189/264 [04:50<01:54,  1.52s/it, loss=0.726, mat=0.003, sens=1.036, deg=0.00
Ep 073/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:52,  1.52s/it, loss=0.726, mat=0.003, sens=1.036, deg=0.00
Ep 073/100 [S4:finetune]:  72%|▋| 190/264 [04:52<01:52,  1.52s/it, loss=0.840, mat=0.004, sens=1.196, deg=0.00
Ep 073/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:50,  1.52s/it, loss=0.840, mat=0.004, sens=1.196, deg=0.00
Ep 073/100 [S4:finetune]:  72%|▋| 191/264 [04:53<01:50,  1.52s/it, loss=0.718, mat=0.003, sens=1.024, deg=0.00
Ep 073/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:50,  1.53s/it, loss=0.718, mat=0.003, sens=1.024, deg=0.00
Ep 073/100 [S4:finetune]:  73%|▋| 192/264 [04:55<01:50,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:48,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  73%|▋| 193/264 [04:57<01:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:46,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  73%|▋| 194/264 [04:58<01:46,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:45,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  74%|▋| 195/264 [05:00<01:45,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:45,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  74%|▋| 196/264 [05:01<01:45,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  75%|▋| 197/264 [05:03<01:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  75%|▊| 198/264 [05:04<01:40,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:39,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  75%|▊| 199/264 [05:06<01:39,  1.53s/it, loss=0.764, mat=0.002, sens=1.090, deg=0.00
Ep 073/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.52s/it, loss=0.764, mat=0.002, sens=1.090, deg=0.00
Ep 073/100 [S4:finetune]:  76%|▊| 200/264 [05:07<01:37,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  76%|▊| 201/264 [05:09<01:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:34,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  77%|▊| 202/264 [05:10<01:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  77%|▊| 203/264 [05:12<01:32,  1.52s/it, loss=0.682, mat=0.003, sens=0.972, deg=0.00
Ep 073/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:31,  1.52s/it, loss=0.682, mat=0.003, sens=0.972, deg=0.00
Ep 073/100 [S4:finetune]:  77%|▊| 204/264 [05:13<01:31,  1.52s/it, loss=0.752, mat=0.002, sens=1.073, deg=0.00
Ep 073/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.752, mat=0.002, sens=1.073, deg=0.00
Ep 073/100 [S4:finetune]:  78%|▊| 205/264 [05:15<01:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  78%|▊| 206/264 [05:16<01:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  78%|▊| 207/264 [05:18<01:26,  1.52s/it, loss=0.709, mat=0.004, sens=1.010, deg=0.00
Ep 073/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:25,  1.52s/it, loss=0.709, mat=0.004, sens=1.010, deg=0.00
Ep 073/100 [S4:finetune]:  79%|▊| 208/264 [05:19<01:25,  1.52s/it, loss=0.652, mat=0.004, sens=0.926, deg=0.00
Ep 073/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.652, mat=0.004, sens=0.926, deg=0.00
Ep 073/100 [S4:finetune]:  79%|▊| 209/264 [05:21<01:23,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:21,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  80%|▊| 210/264 [05:22<01:21,  1.52s/it, loss=0.693, mat=0.003, sens=0.987, deg=0.00
Ep 073/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.693, mat=0.003, sens=0.987, deg=0.00
Ep 073/100 [S4:finetune]:  80%|▊| 211/264 [05:24<01:20,  1.52s/it, loss=0.700, mat=0.003, sens=0.998, deg=0.00
Ep 073/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:18,  1.52s/it, loss=0.700, mat=0.003, sens=0.998, deg=0.00
Ep 073/100 [S4:finetune]:  80%|▊| 212/264 [05:25<01:18,  1.52s/it, loss=0.712, mat=0.003, sens=1.013, deg=0.00
Ep 073/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.712, mat=0.003, sens=1.013, deg=0.00
Ep 073/100 [S4:finetune]:  81%|▊| 213/264 [05:27<01:17,  1.52s/it, loss=0.719, mat=0.004, sens=1.025, deg=0.00
Ep 073/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:15,  1.52s/it, loss=0.719, mat=0.004, sens=1.025, deg=0.00
Ep 073/100 [S4:finetune]:  81%|▊| 214/264 [05:29<01:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:15,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  81%|▊| 215/264 [05:30<01:15,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:13,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  82%|▊| 216/264 [05:32<01:13,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:12,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  82%|▊| 217/264 [05:33<01:12,  1.54s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.00
Ep 073/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:10,  1.53s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.00
Ep 073/100 [S4:finetune]:  83%|▊| 218/264 [05:35<01:10,  1.53s/it, loss=0.695, mat=0.002, sens=0.991, deg=0.00
Ep 073/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.53s/it, loss=0.695, mat=0.002, sens=0.991, deg=0.00
Ep 073/100 [S4:finetune]:  83%|▊| 219/264 [05:36<01:08,  1.53s/it, loss=0.712, mat=0.003, sens=1.015, deg=0.00
Ep 073/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:06,  1.52s/it, loss=0.712, mat=0.003, sens=1.015, deg=0.00
Ep 073/100 [S4:finetune]:  83%|▊| 220/264 [05:38<01:06,  1.52s/it, loss=0.692, mat=0.003, sens=0.985, deg=0.00
Ep 073/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:05,  1.52s/it, loss=0.692, mat=0.003, sens=0.985, deg=0.00
Ep 073/100 [S4:finetune]:  84%|▊| 221/264 [05:39<01:05,  1.52s/it, loss=0.761, mat=0.003, sens=1.071, deg=0.00
Ep 073/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:03,  1.52s/it, loss=0.761, mat=0.003, sens=1.071, deg=0.00
Ep 073/100 [S4:finetune]:  84%|▊| 222/264 [05:41<01:03,  1.52s/it, loss=0.678, mat=0.003, sens=0.966, deg=0.00
Ep 073/100 [S4:finetune]:  84%|▊| 223/264 [05:41<01:02,  1.52s/it, loss=0.678, mat=0.003, sens=0.966, deg=0.00
Ep 073/100 [S4:finetune]:  84%|▊| 223/264 [05:42<01:02,  1.52s/it, loss=0.674, mat=0.002, sens=0.960, deg=0.00
Ep 073/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:00,  1.52s/it, loss=0.674, mat=0.002, sens=0.960, deg=0.00
Ep 073/100 [S4:finetune]:  85%|▊| 224/264 [05:44<01:00,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  85%|▊| 225/264 [05:44<00:59,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  85%|▊| 225/264 [05:45<00:59,  1.52s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.51s/it, loss=0.008, mat=0.005, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  86%|▊| 226/264 [05:47<00:57,  1.51s/it, loss=0.593, mat=0.002, sens=0.845, deg=0.00
Ep 073/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:56,  1.52s/it, loss=0.593, mat=0.002, sens=0.845, deg=0.00
Ep 073/100 [S4:finetune]:  86%|▊| 227/264 [05:48<00:56,  1.52s/it, loss=0.703, mat=0.003, sens=0.999, deg=0.00
Ep 073/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.703, mat=0.003, sens=0.999, deg=0.00
Ep 073/100 [S4:finetune]:  86%|▊| 228/264 [05:50<00:54,  1.52s/it, loss=0.711, mat=0.003, sens=1.012, deg=0.00
Ep 073/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:53,  1.54s/it, loss=0.711, mat=0.003, sens=1.012, deg=0.00
Ep 073/100 [S4:finetune]:  87%|▊| 229/264 [05:51<00:53,  1.54s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:52,  1.54s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  87%|▊| 230/264 [05:53<00:52,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:50,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  88%|▉| 231/264 [05:54<00:50,  1.53s/it, loss=0.740, mat=0.004, sens=1.048, deg=0.00
Ep 073/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.53s/it, loss=0.740, mat=0.004, sens=1.048, deg=0.00
Ep 073/100 [S4:finetune]:  88%|▉| 232/264 [05:56<00:48,  1.53s/it, loss=0.811, mat=0.005, sens=1.144, deg=0.00
Ep 073/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:47,  1.52s/it, loss=0.811, mat=0.005, sens=1.144, deg=0.00
Ep 073/100 [S4:finetune]:  88%|▉| 233/264 [05:57<00:47,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  89%|▉| 234/264 [05:59<00:45,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:44,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  89%|▉| 235/264 [06:01<00:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  89%|▉| 236/264 [06:02<00:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  90%|▉| 237/264 [06:04<00:41,  1.52s/it, loss=0.768, mat=0.004, sens=1.093, deg=0.00
Ep 073/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.768, mat=0.004, sens=1.093, deg=0.00
Ep 073/100 [S4:finetune]:  90%|▉| 238/264 [06:05<00:39,  1.52s/it, loss=0.738, mat=0.004, sens=1.047, deg=0.00
Ep 073/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:37,  1.52s/it, loss=0.738, mat=0.004, sens=1.047, deg=0.00
Ep 073/100 [S4:finetune]:  91%|▉| 239/264 [06:07<00:37,  1.52s/it, loss=0.740, mat=0.002, sens=1.053, deg=0.00
Ep 073/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.53s/it, loss=0.740, mat=0.002, sens=1.053, deg=0.00
Ep 073/100 [S4:finetune]:  91%|▉| 240/264 [06:08<00:36,  1.53s/it, loss=0.602, mat=0.002, sens=0.857, deg=0.00
Ep 073/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:35,  1.55s/it, loss=0.602, mat=0.002, sens=0.857, deg=0.00
Ep 073/100 [S4:finetune]:  91%|▉| 241/264 [06:10<00:35,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  92%|▉| 242/264 [06:11<00:33,  1.54s/it, loss=0.794, mat=0.003, sens=1.132, deg=0.00
Ep 073/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:32,  1.53s/it, loss=0.794, mat=0.003, sens=1.132, deg=0.00
Ep 073/100 [S4:finetune]:  92%|▉| 243/264 [06:13<00:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  92%|▉| 244/264 [06:14<00:30,  1.52s/it, loss=0.723, mat=0.004, sens=1.029, deg=0.00
Ep 073/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:28,  1.52s/it, loss=0.723, mat=0.004, sens=1.029, deg=0.00
Ep 073/100 [S4:finetune]:  93%|▉| 245/264 [06:16<00:28,  1.52s/it, loss=0.762, mat=0.002, sens=1.085, deg=0.00
Ep 073/100 [S4:finetune]:  93%|▉| 246/264 [06:16<00:27,  1.52s/it, loss=0.762, mat=0.002, sens=1.085, deg=0.00
Ep 073/100 [S4:finetune]:  93%|▉| 246/264 [06:17<00:27,  1.52s/it, loss=0.727, mat=0.002, sens=1.035, deg=0.00
Ep 073/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.52s/it, loss=0.727, mat=0.002, sens=1.035, deg=0.00
Ep 073/100 [S4:finetune]:  94%|▉| 247/264 [06:19<00:25,  1.52s/it, loss=0.721, mat=0.003, sens=1.023, deg=0.00
Ep 073/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.51s/it, loss=0.721, mat=0.003, sens=1.023, deg=0.00
Ep 073/100 [S4:finetune]:  94%|▉| 248/264 [06:20<00:24,  1.51s/it, loss=0.670, mat=0.004, sens=0.953, deg=0.00
Ep 073/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.670, mat=0.004, sens=0.953, deg=0.00
Ep 073/100 [S4:finetune]:  94%|▉| 249/264 [06:22<00:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  95%|▉| 250/264 [06:23<00:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  95%|▉| 251/264 [06:25<00:19,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  95%|▉| 252/264 [06:26<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  96%|▉| 253/264 [06:28<00:16,  1.51s/it, loss=0.665, mat=0.003, sens=0.945, deg=0.00
Ep 073/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.51s/it, loss=0.665, mat=0.003, sens=0.945, deg=0.00
Ep 073/100 [S4:finetune]:  96%|▉| 254/264 [06:29<00:15,  1.51s/it, loss=0.670, mat=0.003, sens=0.954, deg=0.00
Ep 073/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.670, mat=0.003, sens=0.954, deg=0.00
Ep 073/100 [S4:finetune]:  97%|▉| 255/264 [06:31<00:13,  1.52s/it, loss=0.634, mat=0.002, sens=0.903, deg=0.00
Ep 073/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.51s/it, loss=0.634, mat=0.002, sens=0.903, deg=0.00
Ep 073/100 [S4:finetune]:  97%|▉| 256/264 [06:32<00:12,  1.51s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.012, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  97%|▉| 257/264 [06:34<00:10,  1.51s/it, loss=0.603, mat=0.002, sens=0.860, deg=0.00
Ep 073/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.603, mat=0.002, sens=0.860, deg=0.00
Ep 073/100 [S4:finetune]:  98%|▉| 258/264 [06:36<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  98%|▉| 259/264 [06:37<00:07,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  98%|▉| 260/264 [06:39<00:06,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  99%|▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 073/100 [S4:finetune]:  99%|▉| 262/264 [06:42<00:03,  1.52s/it, loss=0.688, mat=0.003, sens=0.981, deg=0.00
Ep 073/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.688, mat=0.003, sens=0.981, deg=0.00
Ep 073/100 [S4:finetune]: 100%|▉| 263/264 [06:43<00:01,  1.52s/it, loss=0.608, mat=0.002, sens=0.861, deg=0.00
Ep 073/100 [S4:finetune]: 100%|█| 264/264 [06:43<00:00,  1.53s/it, loss=0.608, mat=0.002, sens=0.861, deg=0.00
                                                                                                              
Epoch 073/100 [S4:finetune]  loss=0.3967  mat=0.0032  sens=0.5625  deg=0.0005  orth=0.0019  α=0.3 β=0.7 γ=0.2  404s

Ep 074/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 074/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.671, mat=0.003, sens=0.954, deg=0.000]
Ep 074/100 [S4:finetune]:   0%| | 1/264 [00:02<09:00,  2.05s/it, loss=0.671, mat=0.003, sens=0.954, deg=0.000]
Ep 074/100 [S4:finetune]:   0%| | 1/264 [00:03<09:00,  2.05s/it, loss=0.739, mat=0.004, sens=1.052, deg=0.000]
Ep 074/100 [S4:finetune]:   1%| | 2/264 [00:03<07:35,  1.74s/it, loss=0.739, mat=0.004, sens=1.052, deg=0.000]
Ep 074/100 [S4:finetune]:   1%| | 2/264 [00:05<07:35,  1.74s/it, loss=0.652, mat=0.003, sens=0.925, deg=0.002]
Ep 074/100 [S4:finetune]:   1%| | 3/264 [00:05<07:05,  1.63s/it, loss=0.652, mat=0.003, sens=0.925, deg=0.002]
Ep 074/100 [S4:finetune]:   1%| | 3/264 [00:06<07:05,  1.63s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 074/100 [S4:finetune]:   2%| | 4/264 [00:06<06:50,  1.58s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 074/100 [S4:finetune]:   2%| | 4/264 [00:08<06:50,  1.58s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.000]
Ep 074/100 [S4:finetune]:   2%| | 5/264 [00:08<06:42,  1.55s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.000]
Ep 074/100 [S4:finetune]:   2%| | 5/264 [00:09<06:42,  1.55s/it, loss=0.680, mat=0.004, sens=0.969, deg=0.000]
Ep 074/100 [S4:finetune]:   2%| | 6/264 [00:09<06:36,  1.54s/it, loss=0.680, mat=0.004, sens=0.969, deg=0.000]
Ep 074/100 [S4:finetune]:   2%| | 6/264 [00:11<06:36,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 074/100 [S4:finetune]:   3%| | 7/264 [00:11<06:32,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 074/100 [S4:finetune]:   3%| | 7/264 [00:12<06:32,  1.53s/it, loss=0.697, mat=0.004, sens=0.993, deg=0.000]
Ep 074/100 [S4:finetune]:   3%| | 8/264 [00:12<06:29,  1.52s/it, loss=0.697, mat=0.004, sens=0.993, deg=0.000]
Ep 074/100 [S4:finetune]:   3%| | 8/264 [00:14<06:29,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 074/100 [S4:finetune]:   3%| | 9/264 [00:14<06:26,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000]
Ep 074/100 [S4:finetune]:   3%| | 9/264 [00:15<06:26,  1.52s/it, loss=0.602, mat=0.002, sens=0.859, deg=0.000]
Ep 074/100 [S4:finetune]:   4%| | 10/264 [00:15<06:24,  1.51s/it, loss=0.602, mat=0.002, sens=0.859, deg=0.000
Ep 074/100 [S4:finetune]:   4%| | 10/264 [00:17<06:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   4%| | 11/264 [00:17<06:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   4%| | 11/264 [00:18<06:22,  1.51s/it, loss=0.661, mat=0.003, sens=0.941, deg=0.000
Ep 074/100 [S4:finetune]:   5%| | 12/264 [00:18<06:30,  1.55s/it, loss=0.661, mat=0.003, sens=0.941, deg=0.000
Ep 074/100 [S4:finetune]:   5%| | 12/264 [00:20<06:30,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   5%| | 13/264 [00:20<06:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   5%| | 13/264 [00:21<06:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   5%| | 14/264 [00:21<06:21,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   5%| | 14/264 [00:23<06:21,  1.53s/it, loss=0.642, mat=0.002, sens=0.915, deg=0.000
Ep 074/100 [S4:finetune]:   6%| | 15/264 [00:23<06:18,  1.52s/it, loss=0.642, mat=0.002, sens=0.915, deg=0.000
Ep 074/100 [S4:finetune]:   6%| | 15/264 [00:24<06:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   6%| | 16/264 [00:24<06:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   6%| | 16/264 [00:26<06:16,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   6%| | 17/264 [00:26<06:14,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   6%| | 17/264 [00:27<06:14,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.625, mat=0.003, sens=0.886, deg=0.000
Ep 074/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.625, mat=0.003, sens=0.886, deg=0.000
Ep 074/100 [S4:finetune]:   7%| | 19/264 [00:30<06:10,  1.51s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.000
Ep 074/100 [S4:finetune]:   8%| | 20/264 [00:30<06:08,  1.51s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.000
Ep 074/100 [S4:finetune]:   8%| | 20/264 [00:32<06:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   8%| | 21/264 [00:33<06:07,  1.51s/it, loss=0.540, mat=0.002, sens=0.771, deg=0.000
Ep 074/100 [S4:finetune]:   8%| | 22/264 [00:33<06:06,  1.51s/it, loss=0.540, mat=0.002, sens=0.771, deg=0.000
Ep 074/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.51s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.000
Ep 074/100 [S4:finetune]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.000
Ep 074/100 [S4:finetune]:   9%| | 23/264 [00:36<06:04,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   9%| | 24/264 [00:36<06:05,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:   9%| | 24/264 [00:38<06:05,  1.52s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.000
Ep 074/100 [S4:finetune]:   9%| | 25/264 [00:38<06:03,  1.52s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.000
Ep 074/100 [S4:finetune]:   9%| | 25/264 [00:40<06:03,  1.52s/it, loss=0.656, mat=0.004, sens=0.935, deg=0.001
Ep 074/100 [S4:finetune]:  10%| | 26/264 [00:40<06:06,  1.54s/it, loss=0.656, mat=0.004, sens=0.935, deg=0.001
Ep 074/100 [S4:finetune]:  10%| | 26/264 [00:41<06:06,  1.54s/it, loss=0.640, mat=0.003, sens=0.912, deg=0.000
Ep 074/100 [S4:finetune]:  10%| | 27/264 [00:41<06:03,  1.53s/it, loss=0.640, mat=0.003, sens=0.912, deg=0.000
Ep 074/100 [S4:finetune]:  10%| | 27/264 [00:43<06:03,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  11%| | 28/264 [00:43<06:00,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  11%| | 28/264 [00:44<06:00,  1.53s/it, loss=0.592, mat=0.003, sens=0.844, deg=0.000
Ep 074/100 [S4:finetune]:  11%| | 29/264 [00:44<05:57,  1.52s/it, loss=0.592, mat=0.003, sens=0.844, deg=0.000
Ep 074/100 [S4:finetune]:  11%| | 29/264 [00:46<05:57,  1.52s/it, loss=0.652, mat=0.003, sens=0.929, deg=0.002
Ep 074/100 [S4:finetune]:  11%| | 30/264 [00:46<05:55,  1.52s/it, loss=0.652, mat=0.003, sens=0.929, deg=0.002
Ep 074/100 [S4:finetune]:  11%| | 30/264 [00:47<05:55,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  12%| | 31/264 [00:47<05:53,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  12%| | 31/264 [00:49<05:53,  1.52s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.000
Ep 074/100 [S4:finetune]:  12%| | 32/264 [00:49<05:51,  1.52s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.000
Ep 074/100 [S4:finetune]:  12%| | 32/264 [00:50<05:51,  1.52s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.000
Ep 074/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:49,  1.52s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.000
Ep 074/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:49,  1.52s/it, loss=0.628, mat=0.004, sens=0.895, deg=0.001
Ep 074/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:48,  1.51s/it, loss=0.628, mat=0.004, sens=0.895, deg=0.001
Ep 074/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:46,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:46,  1.51s/it, loss=0.685, mat=0.003, sens=0.976, deg=0.000
Ep 074/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:44,  1.51s/it, loss=0.685, mat=0.003, sens=0.976, deg=0.000
Ep 074/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:44,  1.51s/it, loss=0.658, mat=0.003, sens=0.938, deg=0.000
Ep 074/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:43,  1.51s/it, loss=0.658, mat=0.003, sens=0.938, deg=0.000
Ep 074/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:43,  1.51s/it, loss=0.638, mat=0.004, sens=0.907, deg=0.000
Ep 074/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:47,  1.54s/it, loss=0.638, mat=0.004, sens=0.907, deg=0.000
Ep 074/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:47,  1.54s/it, loss=0.687, mat=0.004, sens=0.978, deg=0.000
Ep 074/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:43,  1.53s/it, loss=0.687, mat=0.004, sens=0.978, deg=0.000
Ep 074/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:43,  1.53s/it, loss=0.681, mat=0.003, sens=0.971, deg=0.000
Ep 074/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:41,  1.52s/it, loss=0.681, mat=0.003, sens=0.971, deg=0.000
Ep 074/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:41,  1.52s/it, loss=0.709, mat=0.004, sens=1.010, deg=0.000
Ep 074/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.709, mat=0.004, sens=1.010, deg=0.000
Ep 074/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.676, mat=0.004, sens=0.962, deg=0.000
Ep 074/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:37,  1.52s/it, loss=0.676, mat=0.004, sens=0.962, deg=0.000
Ep 074/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:35,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:35,  1.52s/it, loss=0.754, mat=0.003, sens=1.074, deg=0.000
Ep 074/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:33,  1.52s/it, loss=0.754, mat=0.003, sens=1.074, deg=0.000
Ep 074/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:33,  1.52s/it, loss=0.584, mat=0.002, sens=0.833, deg=0.000
Ep 074/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:31,  1.51s/it, loss=0.584, mat=0.002, sens=0.833, deg=0.000
Ep 074/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.649, mat=0.003, sens=0.923, deg=0.000
Ep 074/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.51s/it, loss=0.649, mat=0.003, sens=0.923, deg=0.000
Ep 074/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:30,  1.51s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.001
Ep 074/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:28,  1.52s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.001
Ep 074/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.007
Ep 074/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.007
Ep 074/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:27,  1.52s/it, loss=0.604, mat=0.003, sens=0.860, deg=0.000
Ep 074/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:25,  1.51s/it, loss=0.604, mat=0.003, sens=0.860, deg=0.000
Ep 074/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:25,  1.51s/it, loss=0.668, mat=0.003, sens=0.953, deg=0.000
Ep 074/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:26,  1.53s/it, loss=0.668, mat=0.003, sens=0.953, deg=0.000
Ep 074/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:26,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:24,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:16,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:16,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:20,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:20,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:17,  1.53s/it, loss=0.633, mat=0.003, sens=0.902, deg=0.001
Ep 074/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:14,  1.53s/it, loss=0.633, mat=0.003, sens=0.902, deg=0.001
Ep 074/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:11,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.661, mat=0.003, sens=0.941, deg=0.000
Ep 074/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:07,  1.51s/it, loss=0.661, mat=0.003, sens=0.941, deg=0.000
Ep 074/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:05,  1.51s/it, loss=0.604, mat=0.004, sens=0.859, deg=0.001
Ep 074/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:04,  1.51s/it, loss=0.604, mat=0.004, sens=0.859, deg=0.001
Ep 074/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:02,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:02,  1.51s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.001
Ep 074/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:00,  1.51s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.001
Ep 074/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:00,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  25%|▎| 66/264 [01:42<04:59,  1.51s/it, loss=0.709, mat=0.002, sens=1.010, deg=0.000
Ep 074/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:57,  1.51s/it, loss=0.709, mat=0.002, sens=1.010, deg=0.000
Ep 074/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.655, mat=0.003, sens=0.934, deg=0.001
Ep 074/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:56,  1.51s/it, loss=0.655, mat=0.003, sens=0.934, deg=0.001
Ep 074/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:56,  1.51s/it, loss=0.742, mat=0.002, sens=1.058, deg=0.000
Ep 074/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:54,  1.51s/it, loss=0.742, mat=0.002, sens=1.058, deg=0.000
Ep 074/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.659, mat=0.004, sens=0.845, deg=0.009
Ep 074/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:53,  1.51s/it, loss=0.659, mat=0.004, sens=0.845, deg=0.009
Ep 074/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:56,  1.53s/it, loss=0.662, mat=0.003, sens=0.943, deg=0.000
Ep 074/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:52,  1.53s/it, loss=0.662, mat=0.003, sens=0.943, deg=0.000
Ep 074/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:52,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:50,  1.52s/it, loss=0.737, mat=0.003, sens=1.049, deg=0.000
Ep 074/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:50,  1.53s/it, loss=0.737, mat=0.003, sens=1.049, deg=0.000
Ep 074/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:50,  1.53s/it, loss=0.766, mat=0.004, sens=1.092, deg=0.000
Ep 074/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:48,  1.53s/it, loss=0.766, mat=0.004, sens=1.092, deg=0.000
Ep 074/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:48,  1.53s/it, loss=0.679, mat=0.003, sens=0.969, deg=0.000
Ep 074/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:46,  1.52s/it, loss=0.679, mat=0.003, sens=0.969, deg=0.000
Ep 074/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:46,  1.52s/it, loss=0.679, mat=0.003, sens=0.967, deg=0.000
Ep 074/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:44,  1.52s/it, loss=0.679, mat=0.003, sens=0.967, deg=0.000
Ep 074/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:42,  1.52s/it, loss=0.664, mat=0.003, sens=0.946, deg=0.000
Ep 074/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:40,  1.51s/it, loss=0.664, mat=0.003, sens=0.946, deg=0.000
Ep 074/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:40,  1.51s/it, loss=0.686, mat=0.003, sens=0.979, deg=0.000
Ep 074/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:38,  1.51s/it, loss=0.686, mat=0.003, sens=0.979, deg=0.000
Ep 074/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:38,  1.51s/it, loss=0.617, mat=0.003, sens=0.878, deg=0.000
Ep 074/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:36,  1.51s/it, loss=0.617, mat=0.003, sens=0.878, deg=0.000
Ep 074/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:36,  1.51s/it, loss=0.618, mat=0.004, sens=0.878, deg=0.009
Ep 074/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:35,  1.51s/it, loss=0.618, mat=0.004, sens=0.878, deg=0.009
Ep 074/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:35,  1.51s/it, loss=0.012, mat=0.002, sens=0.000, deg=0.054
Ep 074/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:37,  1.54s/it, loss=0.012, mat=0.002, sens=0.000, deg=0.054
Ep 074/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:37,  1.54s/it, loss=0.832, mat=0.004, sens=1.180, deg=0.027
Ep 074/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:34,  1.53s/it, loss=0.832, mat=0.004, sens=1.180, deg=0.027
Ep 074/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:34,  1.53s/it, loss=0.749, mat=0.003, sens=1.038, deg=0.001
Ep 074/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:32,  1.52s/it, loss=0.749, mat=0.003, sens=1.038, deg=0.001
Ep 074/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:30,  1.52s/it, loss=0.707, mat=0.003, sens=1.008, deg=0.000
Ep 074/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:28,  1.52s/it, loss=0.707, mat=0.003, sens=1.008, deg=0.000
Ep 074/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=0.725, mat=0.004, sens=1.034, deg=0.000
Ep 074/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:26,  1.52s/it, loss=0.725, mat=0.004, sens=1.034, deg=0.000
Ep 074/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.52s/it, loss=0.710, mat=0.002, sens=1.012, deg=0.000
Ep 074/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:25,  1.52s/it, loss=0.710, mat=0.002, sens=1.012, deg=0.000
Ep 074/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:25,  1.52s/it, loss=0.733, mat=0.003, sens=1.043, deg=0.000
Ep 074/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:23,  1.51s/it, loss=0.733, mat=0.003, sens=1.043, deg=0.000
Ep 074/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:23,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:21,  1.51s/it, loss=0.725, mat=0.005, sens=1.030, deg=0.000
Ep 074/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:20,  1.51s/it, loss=0.725, mat=0.005, sens=1.030, deg=0.000
Ep 074/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:20,  1.51s/it, loss=0.711, mat=0.004, sens=1.012, deg=0.000
Ep 074/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:18,  1.51s/it, loss=0.711, mat=0.004, sens=1.012, deg=0.000
Ep 074/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:18,  1.51s/it, loss=0.677, mat=0.003, sens=0.965, deg=0.000
Ep 074/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:17,  1.51s/it, loss=0.677, mat=0.003, sens=0.965, deg=0.000
Ep 074/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:15,  1.51s/it, loss=0.691, mat=0.005, sens=0.984, deg=0.000
Ep 074/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:13,  1.51s/it, loss=0.691, mat=0.005, sens=0.984, deg=0.000
Ep 074/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=0.742, mat=0.003, sens=1.059, deg=0.000
Ep 074/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.742, mat=0.003, sens=1.059, deg=0.000
Ep 074/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:12,  1.51s/it, loss=0.756, mat=0.003, sens=1.076, deg=0.000
Ep 074/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:12,  1.52s/it, loss=0.756, mat=0.003, sens=1.076, deg=0.000
Ep 074/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:12,  1.52s/it, loss=0.760, mat=0.003, sens=1.083, deg=0.000
Ep 074/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:11,  1.52s/it, loss=0.760, mat=0.003, sens=1.083, deg=0.000
Ep 074/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 074/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:09,  1.52s/it, loss=0.740, mat=0.003, sens=1.055, deg=0.00
Ep 074/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:07,  1.52s/it, loss=0.740, mat=0.003, sens=1.055, deg=0.00
Ep 074/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:07,  1.52s/it, loss=0.751, mat=0.004, sens=1.069, deg=0.00
Ep 074/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:09,  1.54s/it, loss=0.751, mat=0.004, sens=1.069, deg=0.00
Ep 074/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:09,  1.54s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:06,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:06,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:04,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:04,  1.53s/it, loss=0.648, mat=0.003, sens=0.925, deg=0.00
Ep 074/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:01,  1.52s/it, loss=0.648, mat=0.003, sens=0.925, deg=0.00
Ep 074/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:59,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:57,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:57,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:56,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:56,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:54,  1.51s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.00
Ep 074/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:52,  1.51s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.00
Ep 074/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:52,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:51,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.51s/it, loss=0.746, mat=0.004, sens=1.064, deg=0.00
Ep 074/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:49,  1.51s/it, loss=0.746, mat=0.004, sens=1.064, deg=0.00
Ep 074/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:49,  1.51s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.00
Ep 074/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.51s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.00
Ep 074/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.762, mat=0.003, sens=1.085, deg=0.00
Ep 074/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.762, mat=0.003, sens=1.085, deg=0.00
Ep 074/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:46,  1.51s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.00
Ep 074/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.00
Ep 074/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:45,  1.51s/it, loss=0.645, mat=0.003, sens=0.918, deg=0.00
Ep 074/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:46,  1.53s/it, loss=0.645, mat=0.003, sens=0.918, deg=0.00
Ep 074/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:46,  1.53s/it, loss=0.670, mat=0.003, sens=0.953, deg=0.00
Ep 074/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:44,  1.53s/it, loss=0.670, mat=0.003, sens=0.953, deg=0.00
Ep 074/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:44,  1.53s/it, loss=0.708, mat=0.004, sens=1.009, deg=0.00
Ep 074/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:42,  1.52s/it, loss=0.708, mat=0.004, sens=1.009, deg=0.00
Ep 074/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:42,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:40,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:40,  1.52s/it, loss=0.733, mat=0.003, sens=1.045, deg=0.00
Ep 074/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:38,  1.52s/it, loss=0.733, mat=0.003, sens=1.045, deg=0.00
Ep 074/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:38,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:36,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.52s/it, loss=0.596, mat=0.002, sens=0.850, deg=0.00
Ep 074/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:36,  1.52s/it, loss=0.596, mat=0.002, sens=0.850, deg=0.00
Ep 074/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:36,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:34,  1.52s/it, loss=0.743, mat=0.004, sens=1.058, deg=0.00
Ep 074/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:32,  1.52s/it, loss=0.743, mat=0.004, sens=1.058, deg=0.00
Ep 074/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:28,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:27,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:28,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:28,  1.54s/it, loss=0.688, mat=0.004, sens=0.980, deg=0.00
Ep 074/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:26,  1.53s/it, loss=0.688, mat=0.004, sens=0.980, deg=0.00
Ep 074/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:26,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:21,  1.52s/it, loss=0.701, mat=0.004, sens=0.990, deg=0.00
Ep 074/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:20,  1.52s/it, loss=0.701, mat=0.004, sens=0.990, deg=0.00
Ep 074/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:20,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:18,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:18,  1.51s/it, loss=0.687, mat=0.004, sens=0.978, deg=0.00
Ep 074/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:16,  1.51s/it, loss=0.687, mat=0.004, sens=0.978, deg=0.00
Ep 074/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:13,  1.51s/it, loss=0.740, mat=0.004, sens=1.054, deg=0.00
Ep 074/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.51s/it, loss=0.740, mat=0.004, sens=1.054, deg=0.00
Ep 074/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.51s/it, loss=0.676, mat=0.003, sens=0.963, deg=0.00
Ep 074/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:10,  1.51s/it, loss=0.676, mat=0.003, sens=0.963, deg=0.00
Ep 074/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.723, mat=0.002, sens=1.032, deg=0.00
Ep 074/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:08,  1.51s/it, loss=0.723, mat=0.002, sens=1.032, deg=0.00
Ep 074/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:08,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.690, mat=0.002, sens=0.983, deg=0.00
Ep 074/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.690, mat=0.002, sens=0.983, deg=0.00
Ep 074/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:05,  1.51s/it, loss=0.599, mat=0.002, sens=0.853, deg=0.00
Ep 074/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.599, mat=0.002, sens=0.853, deg=0.00
Ep 074/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:04,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:02,  1.51s/it, loss=0.744, mat=0.002, sens=1.061, deg=0.00
Ep 074/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.744, mat=0.002, sens=1.061, deg=0.00
Ep 074/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.51s/it, loss=0.714, mat=0.003, sens=1.017, deg=0.00
Ep 074/100 [S4:finetune]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.714, mat=0.003, sens=1.017, deg=0.00
Ep 074/100 [S4:finetune]:  55%|▌| 145/264 [03:42<02:59,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:00,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:00,  1.53s/it, loss=0.704, mat=0.004, sens=1.003, deg=0.00
Ep 074/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:59,  1.54s/it, loss=0.704, mat=0.004, sens=1.003, deg=0.00
Ep 074/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:59,  1.54s/it, loss=0.758, mat=0.003, sens=1.078, deg=0.00
Ep 074/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:57,  1.53s/it, loss=0.758, mat=0.003, sens=1.078, deg=0.00
Ep 074/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:57,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:55,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:53,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:51,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:49,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:49,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:48,  1.51s/it, loss=0.643, mat=0.002, sens=0.917, deg=0.00
Ep 074/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:46,  1.51s/it, loss=0.643, mat=0.002, sens=0.917, deg=0.00
Ep 074/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:46,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:45,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:45,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:43,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:43,  1.51s/it, loss=1.259, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:41,  1.51s/it, loss=1.259, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:41,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:38,  1.51s/it, loss=0.723, mat=0.004, sens=1.028, deg=0.00
Ep 074/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:37,  1.51s/it, loss=0.723, mat=0.004, sens=1.028, deg=0.00
Ep 074/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:37,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:37,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:37,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:35,  1.53s/it, loss=0.683, mat=0.003, sens=0.972, deg=0.00
Ep 074/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:33,  1.52s/it, loss=0.683, mat=0.003, sens=0.972, deg=0.00
Ep 074/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:31,  1.52s/it, loss=0.676, mat=0.003, sens=0.962, deg=0.00
Ep 074/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.676, mat=0.003, sens=0.962, deg=0.00
Ep 074/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:29,  1.51s/it, loss=0.695, mat=0.002, sens=0.989, deg=0.00
Ep 074/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:28,  1.51s/it, loss=0.695, mat=0.002, sens=0.989, deg=0.00
Ep 074/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:28,  1.51s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:26,  1.51s/it, loss=0.700, mat=0.003, sens=0.996, deg=0.00
Ep 074/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:25,  1.51s/it, loss=0.700, mat=0.003, sens=0.996, deg=0.00
Ep 074/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:25,  1.51s/it, loss=0.621, mat=0.003, sens=0.883, deg=0.00
Ep 074/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.621, mat=0.003, sens=0.883, deg=0.00
Ep 074/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:23,  1.51s/it, loss=0.692, mat=0.003, sens=0.985, deg=0.00
Ep 074/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:22,  1.51s/it, loss=0.692, mat=0.003, sens=0.985, deg=0.00
Ep 074/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:22,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.704, mat=0.002, sens=1.002, deg=0.00
Ep 074/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:19,  1.52s/it, loss=0.704, mat=0.002, sens=1.002, deg=0.00
Ep 074/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:19,  1.52s/it, loss=0.633, mat=0.002, sens=0.903, deg=0.00
Ep 074/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:20,  1.54s/it, loss=0.633, mat=0.002, sens=0.903, deg=0.00
Ep 074/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:20,  1.54s/it, loss=0.628, mat=0.002, sens=0.895, deg=0.00
Ep 074/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:17,  1.53s/it, loss=0.628, mat=0.002, sens=0.895, deg=0.00
Ep 074/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:17,  1.53s/it, loss=0.718, mat=0.003, sens=1.023, deg=0.00
Ep 074/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:15,  1.52s/it, loss=0.718, mat=0.003, sens=1.023, deg=0.00
Ep 074/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:15,  1.52s/it, loss=0.639, mat=0.003, sens=0.910, deg=0.00
Ep 074/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:14,  1.52s/it, loss=0.639, mat=0.003, sens=0.910, deg=0.00
Ep 074/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:14,  1.52s/it, loss=0.691, mat=0.003, sens=0.985, deg=0.00
Ep 074/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:12,  1.52s/it, loss=0.691, mat=0.003, sens=0.985, deg=0.00
Ep 074/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:12,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:10,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:10,  1.52s/it, loss=0.577, mat=0.003, sens=0.822, deg=0.00
Ep 074/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.577, mat=0.003, sens=0.822, deg=0.00
Ep 074/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.51s/it, loss=0.626, mat=0.002, sens=0.892, deg=0.00
Ep 074/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:06,  1.51s/it, loss=0.626, mat=0.002, sens=0.892, deg=0.00
Ep 074/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:06,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=0.669, mat=0.004, sens=0.953, deg=0.00
Ep 074/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:03,  1.51s/it, loss=0.669, mat=0.004, sens=0.953, deg=0.00
Ep 074/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:03,  1.51s/it, loss=0.634, mat=0.004, sens=0.901, deg=0.00
Ep 074/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:02,  1.51s/it, loss=0.634, mat=0.004, sens=0.901, deg=0.00
Ep 074/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:02,  1.51s/it, loss=0.572, mat=0.003, sens=0.816, deg=0.00
Ep 074/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:00,  1.51s/it, loss=0.572, mat=0.003, sens=0.816, deg=0.00
Ep 074/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:00,  1.51s/it, loss=0.652, mat=0.004, sens=0.928, deg=0.00
Ep 074/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.652, mat=0.004, sens=0.928, deg=0.00
Ep 074/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:57,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:57,  1.51s/it, loss=0.023, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.023, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:54,  1.51s/it, loss=0.642, mat=0.003, sens=0.914, deg=0.00
Ep 074/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.642, mat=0.003, sens=0.914, deg=0.00
Ep 074/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:51,  1.51s/it, loss=0.630, mat=0.002, sens=0.899, deg=0.00
Ep 074/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:50,  1.51s/it, loss=0.630, mat=0.002, sens=0.899, deg=0.00
Ep 074/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:50,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:50,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:50,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:48,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:48,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.685, mat=0.004, sens=0.976, deg=0.00
Ep 074/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:45,  1.53s/it, loss=0.685, mat=0.004, sens=0.976, deg=0.00
Ep 074/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:45,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:43,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.52s/it, loss=0.010, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.598, mat=0.005, sens=0.852, deg=0.00
Ep 074/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.52s/it, loss=0.598, mat=0.005, sens=0.852, deg=0.00
Ep 074/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:36,  1.51s/it, loss=0.662, mat=0.003, sens=0.939, deg=0.00
Ep 074/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.51s/it, loss=0.662, mat=0.003, sens=0.939, deg=0.00
Ep 074/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:32,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.51s/it, loss=0.658, mat=0.002, sens=0.939, deg=0.00
Ep 074/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.658, mat=0.002, sens=0.939, deg=0.00
Ep 074/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:29,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:28,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.53s/it, loss=0.687, mat=0.003, sens=0.979, deg=0.00
Ep 074/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:27,  1.53s/it, loss=0.687, mat=0.003, sens=0.979, deg=0.00
Ep 074/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:27,  1.53s/it, loss=0.621, mat=0.003, sens=0.883, deg=0.00
Ep 074/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:25,  1.52s/it, loss=0.621, mat=0.003, sens=0.883, deg=0.00
Ep 074/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:23,  1.52s/it, loss=0.007, mat=0.005, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.687, mat=0.002, sens=0.980, deg=0.00
Ep 074/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.52s/it, loss=0.687, mat=0.002, sens=0.980, deg=0.00
Ep 074/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.655, mat=0.004, sens=0.933, deg=0.00
Ep 074/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.655, mat=0.004, sens=0.933, deg=0.00
Ep 074/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:17,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.51s/it, loss=0.635, mat=0.002, sens=0.906, deg=0.00
Ep 074/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.635, mat=0.002, sens=0.906, deg=0.00
Ep 074/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:14,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:14,  1.51s/it, loss=0.657, mat=0.003, sens=0.937, deg=0.00
Ep 074/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.657, mat=0.003, sens=0.937, deg=0.00
Ep 074/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:11,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.51s/it, loss=0.692, mat=0.004, sens=0.987, deg=0.00
Ep 074/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:10,  1.53s/it, loss=0.692, mat=0.004, sens=0.987, deg=0.00
Ep 074/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.53s/it, loss=0.668, mat=0.003, sens=0.945, deg=0.00
Ep 074/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:07,  1.53s/it, loss=0.668, mat=0.003, sens=0.945, deg=0.00
Ep 074/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:07,  1.53s/it, loss=0.703, mat=0.004, sens=0.997, deg=0.00
Ep 074/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:05,  1.53s/it, loss=0.703, mat=0.004, sens=0.997, deg=0.00
Ep 074/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.53s/it, loss=0.739, mat=0.003, sens=1.053, deg=0.00
Ep 074/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.52s/it, loss=0.739, mat=0.003, sens=1.053, deg=0.00
Ep 074/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:02,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:00,  1.52s/it, loss=0.693, mat=0.003, sens=0.987, deg=0.00
Ep 074/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.51s/it, loss=0.693, mat=0.003, sens=0.987, deg=0.00
Ep 074/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.51s/it, loss=0.736, mat=0.005, sens=1.048, deg=0.00
Ep 074/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.736, mat=0.005, sens=1.048, deg=0.00
Ep 074/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.51s/it, loss=0.726, mat=0.005, sens=1.034, deg=0.00
Ep 074/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.726, mat=0.005, sens=1.034, deg=0.00
Ep 074/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:55,  1.51s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.51s/it, loss=0.011, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:52,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.51s/it, loss=0.741, mat=0.002, sens=1.055, deg=0.00
Ep 074/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.741, mat=0.002, sens=1.055, deg=0.00
Ep 074/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:49,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.51s/it, loss=0.750, mat=0.004, sens=1.069, deg=0.00
Ep 074/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=0.750, mat=0.004, sens=1.069, deg=0.00
Ep 074/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.51s/it, loss=0.760, mat=0.003, sens=1.084, deg=0.00
Ep 074/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.760, mat=0.003, sens=1.084, deg=0.00
Ep 074/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:43,  1.51s/it, loss=0.757, mat=0.004, sens=1.079, deg=0.00
Ep 074/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.53s/it, loss=0.757, mat=0.004, sens=1.079, deg=0.00
Ep 074/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.53s/it, loss=0.778, mat=0.004, sens=1.110, deg=0.00
Ep 074/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.53s/it, loss=0.778, mat=0.004, sens=1.110, deg=0.00
Ep 074/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.748, mat=0.003, sens=1.061, deg=0.00
Ep 074/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.52s/it, loss=0.748, mat=0.003, sens=1.061, deg=0.00
Ep 074/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.52s/it, loss=0.708, mat=0.003, sens=1.010, deg=0.00
Ep 074/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.52s/it, loss=0.708, mat=0.003, sens=1.010, deg=0.00
Ep 074/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.52s/it, loss=0.775, mat=0.003, sens=1.105, deg=0.00
Ep 074/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.775, mat=0.003, sens=1.105, deg=0.00
Ep 074/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.707, mat=0.002, sens=1.007, deg=0.00
Ep 074/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.707, mat=0.002, sens=1.007, deg=0.00
Ep 074/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.53s/it, loss=0.739, mat=0.003, sens=1.054, deg=0.00
Ep 074/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.52s/it, loss=0.739, mat=0.003, sens=1.054, deg=0.00
Ep 074/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:06,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.50s/it, loss=0.692, mat=0.003, sens=0.987, deg=0.00
Ep 074/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.50s/it, loss=0.692, mat=0.003, sens=0.987, deg=0.00
Ep 074/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 074/100 [S4:finetune]: 100%|█| 264/264 [06:41<00:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 074/100 [S4:finetune]  loss=0.3662  mat=0.0032  sens=0.5125  deg=0.0008  orth=0.0064  α=0.3 β=0.7 γ=0.2  401s

Ep 075/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 075/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.664, mat=0.003, sens=0.945, deg=0.000]
Ep 075/100 [S4:finetune]:   0%| | 1/264 [00:02<08:54,  2.03s/it, loss=0.664, mat=0.003, sens=0.945, deg=0.000]
Ep 075/100 [S4:finetune]:   0%| | 1/264 [00:03<08:54,  2.03s/it, loss=0.767, mat=0.003, sens=1.094, deg=0.000]
Ep 075/100 [S4:finetune]:   1%| | 2/264 [00:03<07:31,  1.72s/it, loss=0.767, mat=0.003, sens=1.094, deg=0.000]
Ep 075/100 [S4:finetune]:   1%| | 2/264 [00:05<07:31,  1.72s/it, loss=0.730, mat=0.004, sens=1.039, deg=0.000]
Ep 075/100 [S4:finetune]:   1%| | 3/264 [00:05<07:04,  1.62s/it, loss=0.730, mat=0.004, sens=1.039, deg=0.000]
Ep 075/100 [S4:finetune]:   1%| | 3/264 [00:06<07:04,  1.62s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001]
Ep 075/100 [S4:finetune]:   2%| | 4/264 [00:06<06:55,  1.60s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001]
Ep 075/100 [S4:finetune]:   2%| | 4/264 [00:08<06:55,  1.60s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 075/100 [S4:finetune]:   2%| | 5/264 [00:08<06:46,  1.57s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 075/100 [S4:finetune]:   2%| | 5/264 [00:09<06:46,  1.57s/it, loss=0.842, mat=0.003, sens=1.197, deg=0.000]
Ep 075/100 [S4:finetune]:   2%| | 6/264 [00:09<06:40,  1.55s/it, loss=0.842, mat=0.003, sens=1.197, deg=0.000]
Ep 075/100 [S4:finetune]:   2%| | 6/264 [00:11<06:40,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 075/100 [S4:finetune]:   3%| | 7/264 [00:11<06:34,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 075/100 [S4:finetune]:   3%| | 7/264 [00:12<06:34,  1.54s/it, loss=0.723, mat=0.003, sens=1.029, deg=0.005]
Ep 075/100 [S4:finetune]:   3%| | 8/264 [00:12<06:30,  1.53s/it, loss=0.723, mat=0.003, sens=1.029, deg=0.005]
Ep 075/100 [S4:finetune]:   3%| | 8/264 [00:14<06:30,  1.53s/it, loss=0.731, mat=0.003, sens=1.038, deg=0.000]
Ep 075/100 [S4:finetune]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.731, mat=0.003, sens=1.038, deg=0.000]
Ep 075/100 [S4:finetune]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 075/100 [S4:finetune]:   4%| | 10/264 [00:15<06:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   4%| | 10/264 [00:17<06:24,  1.51s/it, loss=0.834, mat=0.003, sens=1.187, deg=0.000
Ep 075/100 [S4:finetune]:   4%| | 11/264 [00:17<06:22,  1.51s/it, loss=0.834, mat=0.003, sens=1.187, deg=0.000
Ep 075/100 [S4:finetune]:   4%| | 11/264 [00:18<06:22,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   5%| | 12/264 [00:18<06:28,  1.54s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   5%| | 12/264 [00:20<06:28,  1.54s/it, loss=0.742, mat=0.004, sens=1.058, deg=0.000
Ep 075/100 [S4:finetune]:   5%| | 13/264 [00:20<06:24,  1.53s/it, loss=0.742, mat=0.004, sens=1.058, deg=0.000
Ep 075/100 [S4:finetune]:   5%| | 13/264 [00:21<06:24,  1.53s/it, loss=0.715, mat=0.003, sens=1.019, deg=0.000
Ep 075/100 [S4:finetune]:   5%| | 14/264 [00:21<06:21,  1.52s/it, loss=0.715, mat=0.003, sens=1.019, deg=0.000
Ep 075/100 [S4:finetune]:   5%| | 14/264 [00:23<06:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   6%| | 15/264 [00:23<06:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   6%| | 15/264 [00:24<06:18,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   6%| | 16/264 [00:24<06:15,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   6%| | 16/264 [00:26<06:15,  1.52s/it, loss=0.709, mat=0.003, sens=1.011, deg=0.000
Ep 075/100 [S4:finetune]:   6%| | 17/264 [00:26<06:13,  1.51s/it, loss=0.709, mat=0.003, sens=1.011, deg=0.000
Ep 075/100 [S4:finetune]:   6%| | 17/264 [00:27<06:13,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.758, mat=0.003, sens=1.081, deg=0.000
Ep 075/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.758, mat=0.003, sens=1.081, deg=0.000
Ep 075/100 [S4:finetune]:   7%| | 19/264 [00:30<06:10,  1.51s/it, loss=0.725, mat=0.002, sens=1.032, deg=0.000
Ep 075/100 [S4:finetune]:   8%| | 20/264 [00:30<06:07,  1.51s/it, loss=0.725, mat=0.002, sens=1.032, deg=0.000
Ep 075/100 [S4:finetune]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   8%| | 21/264 [00:32<06:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   8%| | 21/264 [00:33<06:06,  1.51s/it, loss=0.745, mat=0.004, sens=1.061, deg=0.000
Ep 075/100 [S4:finetune]:   8%| | 22/264 [00:33<06:05,  1.51s/it, loss=0.745, mat=0.004, sens=1.061, deg=0.000
Ep 075/100 [S4:finetune]:   8%| | 22/264 [00:35<06:05,  1.51s/it, loss=0.682, mat=0.003, sens=0.973, deg=0.000
Ep 075/100 [S4:finetune]:   9%| | 23/264 [00:35<06:03,  1.51s/it, loss=0.682, mat=0.003, sens=0.973, deg=0.000
Ep 075/100 [S4:finetune]:   9%| | 23/264 [00:36<06:03,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   9%| | 24/264 [00:36<06:01,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   9%| | 24/264 [00:38<06:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   9%| | 25/264 [00:38<06:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:   9%| | 25/264 [00:39<06:00,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  10%| | 26/264 [00:39<05:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  10%| | 26/264 [00:41<05:59,  1.51s/it, loss=0.681, mat=0.003, sens=0.968, deg=0.000
Ep 075/100 [S4:finetune]:  10%| | 27/264 [00:41<05:57,  1.51s/it, loss=0.681, mat=0.003, sens=0.968, deg=0.000
Ep 075/100 [S4:finetune]:  10%| | 27/264 [00:42<05:57,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  11%| | 28/264 [00:42<05:57,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  11%| | 28/264 [00:44<05:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  11%| | 29/264 [00:44<05:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  11%| | 29/264 [00:46<05:56,  1.52s/it, loss=0.672, mat=0.004, sens=0.955, deg=0.000
Ep 075/100 [S4:finetune]:  11%| | 30/264 [00:46<05:59,  1.54s/it, loss=0.672, mat=0.004, sens=0.955, deg=0.000
Ep 075/100 [S4:finetune]:  11%| | 30/264 [00:47<05:59,  1.54s/it, loss=0.696, mat=0.004, sens=0.990, deg=0.000
Ep 075/100 [S4:finetune]:  12%| | 31/264 [00:47<05:55,  1.53s/it, loss=0.696, mat=0.004, sens=0.990, deg=0.000
Ep 075/100 [S4:finetune]:  12%| | 31/264 [00:49<05:55,  1.53s/it, loss=0.647, mat=0.005, sens=0.921, deg=0.000
Ep 075/100 [S4:finetune]:  12%| | 32/264 [00:49<05:53,  1.52s/it, loss=0.647, mat=0.005, sens=0.921, deg=0.000
Ep 075/100 [S4:finetune]:  12%| | 32/264 [00:50<05:53,  1.52s/it, loss=0.725, mat=0.002, sens=1.034, deg=0.000
Ep 075/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.725, mat=0.002, sens=1.034, deg=0.000
Ep 075/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:50,  1.52s/it, loss=0.738, mat=0.003, sens=1.052, deg=0.000
Ep 075/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:48,  1.51s/it, loss=0.738, mat=0.003, sens=1.052, deg=0.000
Ep 075/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:46,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:44,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:44,  1.51s/it, loss=0.641, mat=0.002, sens=0.911, deg=0.000
Ep 075/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:42,  1.51s/it, loss=0.641, mat=0.002, sens=0.911, deg=0.000
Ep 075/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:42,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:42,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.51s/it, loss=0.752, mat=0.004, sens=1.071, deg=0.000
Ep 075/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:40,  1.51s/it, loss=0.752, mat=0.004, sens=1.071, deg=0.000
Ep 075/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:40,  1.51s/it, loss=0.691, mat=0.003, sens=0.986, deg=0.000
Ep 075/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:38,  1.51s/it, loss=0.691, mat=0.003, sens=0.986, deg=0.000
Ep 075/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:38,  1.51s/it, loss=0.631, mat=0.003, sens=0.900, deg=0.000
Ep 075/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:36,  1.51s/it, loss=0.631, mat=0.003, sens=0.900, deg=0.000
Ep 075/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:36,  1.51s/it, loss=0.683, mat=0.005, sens=0.972, deg=0.000
Ep 075/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.683, mat=0.005, sens=0.972, deg=0.000
Ep 075/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.676, mat=0.003, sens=0.963, deg=0.000
Ep 075/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.676, mat=0.003, sens=0.963, deg=0.000
Ep 075/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:34,  1.51s/it, loss=0.672, mat=0.002, sens=0.958, deg=0.000
Ep 075/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:32,  1.51s/it, loss=0.672, mat=0.002, sens=0.958, deg=0.000
Ep 075/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:32,  1.51s/it, loss=0.683, mat=0.003, sens=0.973, deg=0.000
Ep 075/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:36,  1.54s/it, loss=0.683, mat=0.003, sens=0.973, deg=0.000
Ep 075/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:36,  1.54s/it, loss=0.741, mat=0.003, sens=1.056, deg=0.000
Ep 075/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:33,  1.53s/it, loss=0.741, mat=0.003, sens=1.056, deg=0.000
Ep 075/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:33,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:27,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:25,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:21,  1.51s/it, loss=0.742, mat=0.004, sens=1.059, deg=0.000
Ep 075/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:22,  1.52s/it, loss=0.742, mat=0.004, sens=1.059, deg=0.000
Ep 075/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:22,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:21,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:21,  1.52s/it, loss=0.690, mat=0.003, sens=0.984, deg=0.000
Ep 075/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:18,  1.52s/it, loss=0.690, mat=0.003, sens=0.984, deg=0.000
Ep 075/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:18,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:16,  1.52s/it, loss=0.817, mat=0.003, sens=1.166, deg=0.000
Ep 075/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:15,  1.52s/it, loss=0.817, mat=0.003, sens=1.166, deg=0.000
Ep 075/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:15,  1.52s/it, loss=0.799, mat=0.003, sens=1.138, deg=0.000
Ep 075/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:18,  1.54s/it, loss=0.799, mat=0.003, sens=1.138, deg=0.000
Ep 075/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:18,  1.54s/it, loss=0.779, mat=0.003, sens=1.109, deg=0.000
Ep 075/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:15,  1.53s/it, loss=0.779, mat=0.003, sens=1.109, deg=0.000
Ep 075/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:15,  1.53s/it, loss=0.840, mat=0.002, sens=1.199, deg=0.000
Ep 075/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:12,  1.52s/it, loss=0.840, mat=0.002, sens=1.199, deg=0.000
Ep 075/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:12,  1.52s/it, loss=0.784, mat=0.003, sens=1.117, deg=0.000
Ep 075/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.784, mat=0.003, sens=1.117, deg=0.000
Ep 075/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:07,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.003
Ep 075/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:05,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.003
Ep 075/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:05,  1.51s/it, loss=0.780, mat=0.004, sens=1.112, deg=0.000
Ep 075/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:03,  1.51s/it, loss=0.780, mat=0.004, sens=1.112, deg=0.000
Ep 075/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:03,  1.51s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.000
Ep 075/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:01,  1.51s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.000
Ep 075/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  25%|▏| 65/264 [01:39<04:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  25%|▏| 65/264 [01:40<04:59,  1.51s/it, loss=0.732, mat=0.003, sens=1.043, deg=0.000
Ep 075/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.732, mat=0.003, sens=1.043, deg=0.000
Ep 075/100 [S4:finetune]:  25%|▎| 66/264 [01:42<04:58,  1.51s/it, loss=0.676, mat=0.004, sens=0.964, deg=0.000
Ep 075/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:57,  1.51s/it, loss=0.676, mat=0.004, sens=0.964, deg=0.000
Ep 075/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.702, mat=0.003, sens=1.002, deg=0.000
Ep 075/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:55,  1.51s/it, loss=0.702, mat=0.003, sens=1.002, deg=0.000
Ep 075/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.724, mat=0.003, sens=1.032, deg=0.000
Ep 075/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.724, mat=0.003, sens=1.032, deg=0.000
Ep 075/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:52,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:51,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:51,  1.51s/it, loss=0.841, mat=0.003, sens=1.200, deg=0.000
Ep 075/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:49,  1.51s/it, loss=0.841, mat=0.003, sens=1.200, deg=0.000
Ep 075/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:49,  1.51s/it, loss=0.829, mat=0.003, sens=1.183, deg=0.000
Ep 075/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:48,  1.51s/it, loss=0.829, mat=0.003, sens=1.183, deg=0.000
Ep 075/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:48,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:46,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:46,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:49,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:49,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:46,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:46,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:46,  1.53s/it, loss=0.716, mat=0.003, sens=1.022, deg=0.000
Ep 075/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:43,  1.52s/it, loss=0.716, mat=0.003, sens=1.022, deg=0.000
Ep 075/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:40,  1.52s/it, loss=0.790, mat=0.002, sens=1.127, deg=0.000
Ep 075/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:39,  1.52s/it, loss=0.790, mat=0.002, sens=1.127, deg=0.000
Ep 075/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:39,  1.52s/it, loss=0.751, mat=0.003, sens=1.071, deg=0.000
Ep 075/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:37,  1.52s/it, loss=0.751, mat=0.003, sens=1.071, deg=0.000
Ep 075/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:37,  1.52s/it, loss=0.773, mat=0.004, sens=1.103, deg=0.000
Ep 075/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:35,  1.51s/it, loss=0.773, mat=0.004, sens=1.103, deg=0.000
Ep 075/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:33,  1.51s/it, loss=0.653, mat=0.003, sens=0.928, deg=0.000
Ep 075/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:31,  1.51s/it, loss=0.653, mat=0.003, sens=0.928, deg=0.000
Ep 075/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:31,  1.51s/it, loss=0.687, mat=0.002, sens=0.980, deg=0.000
Ep 075/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:30,  1.51s/it, loss=0.687, mat=0.002, sens=0.980, deg=0.000
Ep 075/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:28,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:25,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:25,  1.51s/it, loss=0.718, mat=0.003, sens=1.022, deg=0.000
Ep 075/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:28,  1.53s/it, loss=0.718, mat=0.003, sens=1.022, deg=0.000
Ep 075/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:28,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:25,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:25,  1.53s/it, loss=0.723, mat=0.002, sens=1.031, deg=0.000
Ep 075/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:22,  1.52s/it, loss=0.723, mat=0.002, sens=1.031, deg=0.000
Ep 075/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:22,  1.52s/it, loss=0.690, mat=0.003, sens=0.984, deg=0.000
Ep 075/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:21,  1.52s/it, loss=0.690, mat=0.003, sens=0.984, deg=0.000
Ep 075/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.736, mat=0.003, sens=1.049, deg=0.000
Ep 075/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:19,  1.52s/it, loss=0.736, mat=0.003, sens=1.049, deg=0.000
Ep 075/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.739, mat=0.003, sens=1.055, deg=0.000
Ep 075/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:17,  1.52s/it, loss=0.739, mat=0.003, sens=1.055, deg=0.000
Ep 075/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:15,  1.51s/it, loss=0.787, mat=0.003, sens=1.123, deg=0.000
Ep 075/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:14,  1.51s/it, loss=0.787, mat=0.003, sens=1.123, deg=0.000
Ep 075/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:12,  1.51s/it, loss=0.795, mat=0.002, sens=1.133, deg=0.000
Ep 075/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:10,  1.51s/it, loss=0.795, mat=0.002, sens=1.133, deg=0.000
Ep 075/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 075/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:09,  1.51s/it, loss=0.705, mat=0.003, sens=1.005, deg=0.000
Ep 075/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:08,  1.51s/it, loss=0.705, mat=0.003, sens=1.005, deg=0.00
Ep 075/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:08,  1.51s/it, loss=0.695, mat=0.003, sens=0.991, deg=0.00
Ep 075/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:13,  1.55s/it, loss=0.695, mat=0.003, sens=0.991, deg=0.00
Ep 075/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:13,  1.55s/it, loss=0.771, mat=0.005, sens=1.097, deg=0.00
Ep 075/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:09,  1.54s/it, loss=0.771, mat=0.005, sens=1.097, deg=0.00
Ep 075/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:09,  1.54s/it, loss=0.658, mat=0.003, sens=0.938, deg=0.00
Ep 075/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:06,  1.53s/it, loss=0.658, mat=0.003, sens=0.938, deg=0.00
Ep 075/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:06,  1.53s/it, loss=0.681, mat=0.003, sens=0.971, deg=0.00
Ep 075/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:04,  1.53s/it, loss=0.681, mat=0.003, sens=0.971, deg=0.00
Ep 075/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:04,  1.53s/it, loss=0.664, mat=0.002, sens=0.948, deg=0.00
Ep 075/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:01,  1.52s/it, loss=0.664, mat=0.002, sens=0.948, deg=0.00
Ep 075/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:57,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:55,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:54,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:54,  1.51s/it, loss=0.747, mat=0.004, sens=1.065, deg=0.00
Ep 075/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:52,  1.51s/it, loss=0.747, mat=0.004, sens=1.065, deg=0.00
Ep 075/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:52,  1.51s/it, loss=0.795, mat=0.003, sens=1.131, deg=0.00
Ep 075/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:51,  1.51s/it, loss=0.795, mat=0.003, sens=1.131, deg=0.00
Ep 075/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.51s/it, loss=0.729, mat=0.004, sens=1.040, deg=0.00
Ep 075/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:49,  1.51s/it, loss=0.729, mat=0.004, sens=1.040, deg=0.00
Ep 075/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:47,  1.51s/it, loss=0.748, mat=0.003, sens=1.067, deg=0.00
Ep 075/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.748, mat=0.003, sens=1.067, deg=0.00
Ep 075/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.788, mat=0.003, sens=1.115, deg=0.00
Ep 075/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:45,  1.51s/it, loss=0.788, mat=0.003, sens=1.115, deg=0.00
Ep 075/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:45,  1.51s/it, loss=0.749, mat=0.004, sens=1.065, deg=0.00
Ep 075/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:43,  1.51s/it, loss=0.749, mat=0.004, sens=1.065, deg=0.00
Ep 075/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:43,  1.51s/it, loss=0.776, mat=0.004, sens=1.105, deg=0.00
Ep 075/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:41,  1.51s/it, loss=0.776, mat=0.004, sens=1.105, deg=0.00
Ep 075/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:41,  1.51s/it, loss=0.659, mat=0.003, sens=0.939, deg=0.00
Ep 075/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.659, mat=0.003, sens=0.939, deg=0.00
Ep 075/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:42,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:42,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:39,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:39,  1.52s/it, loss=0.615, mat=0.002, sens=0.876, deg=0.00
Ep 075/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:37,  1.52s/it, loss=0.615, mat=0.002, sens=0.876, deg=0.00
Ep 075/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.670, mat=0.003, sens=0.952, deg=0.00
Ep 075/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:33,  1.51s/it, loss=0.670, mat=0.003, sens=0.952, deg=0.00
Ep 075/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:33,  1.51s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.00
Ep 075/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.00
Ep 075/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:31,  1.51s/it, loss=0.623, mat=0.003, sens=0.881, deg=0.00
Ep 075/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:31,  1.52s/it, loss=0.623, mat=0.003, sens=0.881, deg=0.00
Ep 075/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:31,  1.52s/it, loss=0.629, mat=0.003, sens=0.897, deg=0.00
Ep 075/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:29,  1.52s/it, loss=0.629, mat=0.003, sens=0.897, deg=0.00
Ep 075/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:29,  1.52s/it, loss=0.783, mat=0.002, sens=1.062, deg=0.00
Ep 075/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:27,  1.52s/it, loss=0.783, mat=0.002, sens=1.062, deg=0.00
Ep 075/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:27,  1.52s/it, loss=0.668, mat=0.004, sens=0.950, deg=0.00
Ep 075/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=0.668, mat=0.004, sens=0.950, deg=0.00
Ep 075/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:25,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:23,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:22,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:18,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:18,  1.51s/it, loss=0.635, mat=0.004, sens=0.903, deg=0.00
Ep 075/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:17,  1.51s/it, loss=0.635, mat=0.004, sens=0.903, deg=0.00
Ep 075/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:18,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.752, mat=0.002, sens=1.066, deg=0.00
Ep 075/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:14,  1.52s/it, loss=0.752, mat=0.002, sens=1.066, deg=0.00
Ep 075/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.656, mat=0.003, sens=0.933, deg=0.00
Ep 075/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:09,  1.51s/it, loss=0.656, mat=0.003, sens=0.933, deg=0.00
Ep 075/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.51s/it, loss=0.659, mat=0.004, sens=0.938, deg=0.00
Ep 075/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.659, mat=0.004, sens=0.938, deg=0.00
Ep 075/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.665, mat=0.004, sens=0.946, deg=0.00
Ep 075/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:03,  1.51s/it, loss=0.665, mat=0.004, sens=0.946, deg=0.00
Ep 075/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.51s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 075/100 [S4:finetune]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 075/100 [S4:finetune]:  55%|▌| 145/264 [03:41<02:59,  1.51s/it, loss=0.681, mat=0.004, sens=0.971, deg=0.00
Ep 075/100 [S4:finetune]:  55%|▌| 146/264 [03:41<03:00,  1.53s/it, loss=0.681, mat=0.004, sens=0.971, deg=0.00
Ep 075/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:00,  1.53s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.00
Ep 075/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:58,  1.52s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.00
Ep 075/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:58,  1.52s/it, loss=0.283, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:56,  1.52s/it, loss=0.283, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.644, mat=0.003, sens=0.918, deg=0.00
Ep 075/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:54,  1.52s/it, loss=0.644, mat=0.003, sens=0.918, deg=0.00
Ep 075/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.715, mat=0.003, sens=1.015, deg=0.00
Ep 075/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:53,  1.53s/it, loss=0.715, mat=0.003, sens=1.015, deg=0.00
Ep 075/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:53,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:51,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:51,  1.52s/it, loss=0.637, mat=0.004, sens=0.907, deg=0.00
Ep 075/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:50,  1.52s/it, loss=0.637, mat=0.004, sens=0.907, deg=0.00
Ep 075/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:50,  1.52s/it, loss=0.634, mat=0.003, sens=0.902, deg=0.00
Ep 075/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:48,  1.52s/it, loss=0.634, mat=0.003, sens=0.902, deg=0.00
Ep 075/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:48,  1.52s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.00
Ep 075/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:46,  1.52s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.00
Ep 075/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:46,  1.52s/it, loss=0.759, mat=0.002, sens=1.080, deg=0.00
Ep 075/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:44,  1.51s/it, loss=0.759, mat=0.002, sens=1.080, deg=0.00
Ep 075/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.707, mat=0.002, sens=1.009, deg=0.00
Ep 075/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:43,  1.51s/it, loss=0.707, mat=0.002, sens=1.009, deg=0.00
Ep 075/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:38,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:36,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:36,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:35,  1.51s/it, loss=0.643, mat=0.003, sens=0.910, deg=0.00
Ep 075/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:33,  1.50s/it, loss=0.643, mat=0.003, sens=0.910, deg=0.00
Ep 075/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:33,  1.50s/it, loss=0.688, mat=0.003, sens=0.980, deg=0.00
Ep 075/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:32,  1.51s/it, loss=0.688, mat=0.003, sens=0.980, deg=0.00
Ep 075/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:32,  1.51s/it, loss=0.127, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:30,  1.50s/it, loss=0.127, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:30,  1.50s/it, loss=0.615, mat=0.003, sens=0.874, deg=0.00
Ep 075/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:31,  1.53s/it, loss=0.615, mat=0.003, sens=0.874, deg=0.00
Ep 075/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:31,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:29,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:27,  1.52s/it, loss=0.745, mat=0.003, sens=1.061, deg=0.00
Ep 075/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:25,  1.51s/it, loss=0.745, mat=0.003, sens=1.061, deg=0.00
Ep 075/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:25,  1.51s/it, loss=0.697, mat=0.003, sens=0.992, deg=0.00
Ep 075/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:23,  1.51s/it, loss=0.697, mat=0.003, sens=0.992, deg=0.00
Ep 075/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:21,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:20,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:20,  1.51s/it, loss=0.714, mat=0.004, sens=1.017, deg=0.00
Ep 075/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:18,  1.51s/it, loss=0.714, mat=0.004, sens=1.017, deg=0.00
Ep 075/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:18,  1.51s/it, loss=0.802, mat=0.003, sens=1.137, deg=0.00
Ep 075/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:16,  1.51s/it, loss=0.802, mat=0.003, sens=1.137, deg=0.00
Ep 075/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:16,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:16,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:13,  1.51s/it, loss=0.759, mat=0.004, sens=1.081, deg=0.00
Ep 075/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:11,  1.51s/it, loss=0.759, mat=0.004, sens=1.081, deg=0.00
Ep 075/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:10,  1.51s/it, loss=0.636, mat=0.002, sens=0.908, deg=0.00
Ep 075/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:10,  1.53s/it, loss=0.636, mat=0.002, sens=0.908, deg=0.00
Ep 075/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:10,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.51s/it, loss=0.831, mat=0.003, sens=1.182, deg=0.00
Ep 075/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:02,  1.51s/it, loss=0.831, mat=0.003, sens=1.182, deg=0.00
Ep 075/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.51s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.00
Ep 075/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.00
Ep 075/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.661, mat=0.002, sens=0.942, deg=0.00
Ep 075/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.661, mat=0.002, sens=0.942, deg=0.00
Ep 075/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.717, mat=0.003, sens=1.020, deg=0.00
Ep 075/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:52,  1.51s/it, loss=0.717, mat=0.003, sens=1.020, deg=0.00
Ep 075/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:52,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:51,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.676, mat=0.004, sens=0.963, deg=0.00
Ep 075/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:51,  1.53s/it, loss=0.676, mat=0.004, sens=0.963, deg=0.00
Ep 075/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.53s/it, loss=0.763, mat=0.003, sens=1.082, deg=0.00
Ep 075/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:49,  1.52s/it, loss=0.763, mat=0.003, sens=1.082, deg=0.00
Ep 075/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:42,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:37,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:37,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:36,  1.51s/it, loss=0.736, mat=0.003, sens=1.050, deg=0.00
Ep 075/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.51s/it, loss=0.736, mat=0.003, sens=1.050, deg=0.00
Ep 075/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:33,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:32,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:28,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:27,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:27,  1.51s/it, loss=0.850, mat=0.004, sens=1.207, deg=0.00
Ep 075/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:25,  1.51s/it, loss=0.850, mat=0.004, sens=1.207, deg=0.00
Ep 075/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:25,  1.51s/it, loss=0.626, mat=0.002, sens=0.889, deg=0.00
Ep 075/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:24,  1.51s/it, loss=0.626, mat=0.002, sens=0.889, deg=0.00
Ep 075/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:24,  1.51s/it, loss=0.863, mat=0.003, sens=1.230, deg=0.00
Ep 075/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:24,  1.53s/it, loss=0.863, mat=0.003, sens=1.230, deg=0.00
Ep 075/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:24,  1.53s/it, loss=0.817, mat=0.003, sens=1.164, deg=0.00
Ep 075/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:22,  1.52s/it, loss=0.817, mat=0.003, sens=1.164, deg=0.00
Ep 075/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:22,  1.52s/it, loss=0.744, mat=0.003, sens=1.060, deg=0.00
Ep 075/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:20,  1.51s/it, loss=0.744, mat=0.003, sens=1.060, deg=0.00
Ep 075/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.51s/it, loss=0.789, mat=0.003, sens=1.125, deg=0.00
Ep 075/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.51s/it, loss=0.789, mat=0.003, sens=1.125, deg=0.00
Ep 075/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.51s/it, loss=0.784, mat=0.004, sens=1.118, deg=0.00
Ep 075/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:17,  1.51s/it, loss=0.784, mat=0.004, sens=1.118, deg=0.00
Ep 075/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.51s/it, loss=0.728, mat=0.004, sens=1.037, deg=0.00
Ep 075/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:13,  1.51s/it, loss=0.728, mat=0.004, sens=1.037, deg=0.00
Ep 075/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:13,  1.51s/it, loss=0.681, mat=0.004, sens=0.968, deg=0.00
Ep 075/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.51s/it, loss=0.681, mat=0.004, sens=0.968, deg=0.00
Ep 075/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:10,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:10,  1.51s/it, loss=0.712, mat=0.003, sens=1.015, deg=0.00
Ep 075/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=0.712, mat=0.003, sens=1.015, deg=0.00
Ep 075/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.51s/it, loss=0.817, mat=0.003, sens=1.166, deg=0.00
Ep 075/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:07,  1.50s/it, loss=0.817, mat=0.003, sens=1.166, deg=0.00
Ep 075/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.50s/it, loss=0.746, mat=0.003, sens=1.063, deg=0.00
Ep 075/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.746, mat=0.003, sens=1.063, deg=0.00
Ep 075/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.50s/it, loss=0.619, mat=0.003, sens=0.882, deg=0.00
Ep 075/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:01,  1.51s/it, loss=0.619, mat=0.003, sens=0.882, deg=0.00
Ep 075/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:01,  1.51s/it, loss=0.717, mat=0.002, sens=1.020, deg=0.00
Ep 075/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:02,  1.55s/it, loss=0.717, mat=0.002, sens=1.020, deg=0.00
Ep 075/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:02,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  85%|▊| 225/264 [05:41<01:00,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  85%|▊| 225/264 [05:42<01:00,  1.54s/it, loss=0.680, mat=0.002, sens=0.969, deg=0.00
Ep 075/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:58,  1.53s/it, loss=0.680, mat=0.002, sens=0.969, deg=0.00
Ep 075/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:58,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:56,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.52s/it, loss=0.776, mat=0.002, sens=1.107, deg=0.00
Ep 075/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:52,  1.51s/it, loss=0.776, mat=0.002, sens=1.107, deg=0.00
Ep 075/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=0.662, mat=0.003, sens=0.942, deg=0.00
Ep 075/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=0.662, mat=0.003, sens=0.942, deg=0.00
Ep 075/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.51s/it, loss=0.793, mat=0.003, sens=1.117, deg=0.00
Ep 075/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:49,  1.51s/it, loss=0.793, mat=0.003, sens=1.117, deg=0.00
Ep 075/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.692, mat=0.005, sens=0.980, deg=0.00
Ep 075/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.692, mat=0.005, sens=0.980, deg=0.00
Ep 075/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=0.625, mat=0.003, sens=0.888, deg=0.00
Ep 075/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.51s/it, loss=0.625, mat=0.003, sens=0.888, deg=0.00
Ep 075/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.51s/it, loss=0.613, mat=0.003, sens=0.869, deg=0.00
Ep 075/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:43,  1.51s/it, loss=0.613, mat=0.003, sens=0.869, deg=0.00
Ep 075/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:43,  1.51s/it, loss=0.650, mat=0.003, sens=0.926, deg=0.00
Ep 075/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.53s/it, loss=0.650, mat=0.003, sens=0.926, deg=0.00
Ep 075/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.53s/it, loss=0.647, mat=0.004, sens=0.919, deg=0.00
Ep 075/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:41,  1.52s/it, loss=0.647, mat=0.004, sens=0.919, deg=0.00
Ep 075/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.51s/it, loss=0.753, mat=0.003, sens=1.015, deg=0.00
Ep 075/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:34,  1.51s/it, loss=0.753, mat=0.003, sens=1.015, deg=0.00
Ep 075/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:34,  1.51s/it, loss=0.778, mat=0.003, sens=1.110, deg=0.00
Ep 075/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.51s/it, loss=0.778, mat=0.003, sens=1.110, deg=0.00
Ep 075/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.50s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.50s/it, loss=0.704, mat=0.005, sens=1.001, deg=0.00
Ep 075/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.51s/it, loss=0.704, mat=0.005, sens=1.001, deg=0.00
Ep 075/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.647, mat=0.004, sens=0.921, deg=0.00
Ep 075/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.647, mat=0.004, sens=0.921, deg=0.00
Ep 075/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.617, mat=0.003, sens=0.879, deg=0.00
Ep 075/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.617, mat=0.003, sens=0.879, deg=0.00
Ep 075/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.52s/it, loss=0.721, mat=0.003, sens=1.027, deg=0.00
Ep 075/100 [S4:finetune]:  95%|▉| 251/264 [06:20<00:19,  1.52s/it, loss=0.721, mat=0.003, sens=1.027, deg=0.00
Ep 075/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.685, mat=0.003, sens=0.975, deg=0.00
Ep 075/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.51s/it, loss=0.685, mat=0.003, sens=0.975, deg=0.00
Ep 075/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.655, mat=0.004, sens=0.931, deg=0.00
Ep 075/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.52s/it, loss=0.655, mat=0.004, sens=0.931, deg=0.00
Ep 075/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.666, mat=0.004, sens=0.948, deg=0.00
Ep 075/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.52s/it, loss=0.666, mat=0.004, sens=0.948, deg=0.00
Ep 075/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.656, mat=0.004, sens=0.933, deg=0.00
Ep 075/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.51s/it, loss=0.656, mat=0.004, sens=0.933, deg=0.00
Ep 075/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.659, mat=0.003, sens=0.938, deg=0.00
Ep 075/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:06,  1.51s/it, loss=0.659, mat=0.003, sens=0.938, deg=0.00
Ep 075/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.024, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.024, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.036, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.036, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 075/100 [S4:finetune]: 100%|█| 264/264 [06:40<00:00,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
                                                                                                              
Epoch 075/100 [S4:finetune]  loss=0.3894  mat=0.0032  sens=0.5499  deg=0.0002  orth=0.0034  α=0.3 β=0.7 γ=0.2  400s

Ep 076/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 076/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 076/100 [S4:finetune]:   0%| | 1/264 [00:02<09:03,  2.07s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 076/100 [S4:finetune]:   0%| | 1/264 [00:03<09:03,  2.07s/it, loss=0.722, mat=0.004, sens=1.027, deg=0.000]
Ep 076/100 [S4:finetune]:   1%| | 2/264 [00:03<07:33,  1.73s/it, loss=0.722, mat=0.004, sens=1.027, deg=0.000]
Ep 076/100 [S4:finetune]:   1%| | 2/264 [00:05<07:33,  1.73s/it, loss=0.851, mat=0.004, sens=1.213, deg=0.000]
Ep 076/100 [S4:finetune]:   1%| | 3/264 [00:05<07:03,  1.62s/it, loss=0.851, mat=0.004, sens=1.213, deg=0.000]
Ep 076/100 [S4:finetune]:   1%| | 3/264 [00:06<07:03,  1.62s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 076/100 [S4:finetune]:   2%| | 4/264 [00:06<06:49,  1.58s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 076/100 [S4:finetune]:   2%| | 4/264 [00:08<06:49,  1.58s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 076/100 [S4:finetune]:   2%| | 5/264 [00:08<06:51,  1.59s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000]
Ep 076/100 [S4:finetune]:   2%| | 5/264 [00:09<06:51,  1.59s/it, loss=0.748, mat=0.003, sens=1.052, deg=0.000]
Ep 076/100 [S4:finetune]:   2%| | 6/264 [00:09<06:42,  1.56s/it, loss=0.748, mat=0.003, sens=1.052, deg=0.000]
Ep 076/100 [S4:finetune]:   2%| | 6/264 [00:11<06:42,  1.56s/it, loss=0.721, mat=0.003, sens=1.026, deg=0.000]
Ep 076/100 [S4:finetune]:   3%| | 7/264 [00:11<06:35,  1.54s/it, loss=0.721, mat=0.003, sens=1.026, deg=0.000]
Ep 076/100 [S4:finetune]:   3%| | 7/264 [00:12<06:35,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 076/100 [S4:finetune]:   3%| | 8/264 [00:12<06:31,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 076/100 [S4:finetune]:   3%| | 8/264 [00:14<06:31,  1.53s/it, loss=0.688, mat=0.003, sens=0.982, deg=0.000]
Ep 076/100 [S4:finetune]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.688, mat=0.003, sens=0.982, deg=0.000]
Ep 076/100 [S4:finetune]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.767, mat=0.003, sens=1.089, deg=0.000]
Ep 076/100 [S4:finetune]:   4%| | 10/264 [00:15<06:27,  1.53s/it, loss=0.767, mat=0.003, sens=1.089, deg=0.000
Ep 076/100 [S4:finetune]:   4%| | 10/264 [00:17<06:27,  1.53s/it, loss=0.669, mat=0.004, sens=0.953, deg=0.000
Ep 076/100 [S4:finetune]:   4%| | 11/264 [00:17<06:24,  1.52s/it, loss=0.669, mat=0.004, sens=0.953, deg=0.000
Ep 076/100 [S4:finetune]:   4%| | 11/264 [00:18<06:24,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   5%| | 12/264 [00:18<06:22,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   5%| | 12/264 [00:20<06:22,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   5%| | 13/264 [00:20<06:20,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   5%| | 13/264 [00:21<06:20,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.695, mat=0.003, sens=0.971, deg=0.000
Ep 076/100 [S4:finetune]:   6%| | 15/264 [00:23<06:15,  1.51s/it, loss=0.695, mat=0.003, sens=0.971, deg=0.000
Ep 076/100 [S4:finetune]:   6%| | 15/264 [00:24<06:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   6%| | 16/264 [00:24<06:19,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   6%| | 16/264 [00:26<06:19,  1.53s/it, loss=0.016, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   6%| | 17/264 [00:26<06:15,  1.52s/it, loss=0.016, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   6%| | 17/264 [00:27<06:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   7%| | 18/264 [00:27<06:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   7%| | 18/264 [00:29<06:11,  1.51s/it, loss=0.590, mat=0.004, sens=0.837, deg=0.000
Ep 076/100 [S4:finetune]:   7%| | 19/264 [00:29<06:09,  1.51s/it, loss=0.590, mat=0.004, sens=0.837, deg=0.000
Ep 076/100 [S4:finetune]:   7%| | 19/264 [00:30<06:09,  1.51s/it, loss=0.758, mat=0.003, sens=1.076, deg=0.000
Ep 076/100 [S4:finetune]:   8%| | 20/264 [00:30<06:07,  1.51s/it, loss=0.758, mat=0.003, sens=1.076, deg=0.000
Ep 076/100 [S4:finetune]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=0.692, mat=0.005, sens=0.984, deg=0.000
Ep 076/100 [S4:finetune]:   8%| | 21/264 [00:32<06:05,  1.51s/it, loss=0.692, mat=0.005, sens=0.984, deg=0.000
Ep 076/100 [S4:finetune]:   8%| | 21/264 [00:33<06:05,  1.51s/it, loss=0.691, mat=0.002, sens=0.986, deg=0.000
Ep 076/100 [S4:finetune]:   8%| | 22/264 [00:33<06:04,  1.50s/it, loss=0.691, mat=0.002, sens=0.986, deg=0.000
Ep 076/100 [S4:finetune]:   8%| | 22/264 [00:35<06:04,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   9%| | 23/264 [00:35<06:02,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   9%| | 23/264 [00:36<06:02,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   9%| | 24/264 [00:36<06:00,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:   9%| | 24/264 [00:38<06:00,  1.50s/it, loss=0.701, mat=0.004, sens=0.999, deg=0.000
Ep 076/100 [S4:finetune]:   9%| | 25/264 [00:38<05:59,  1.50s/it, loss=0.701, mat=0.004, sens=0.999, deg=0.000
Ep 076/100 [S4:finetune]:   9%| | 25/264 [00:39<05:59,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  10%| | 26/264 [00:39<05:57,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  10%| | 26/264 [00:41<05:57,  1.50s/it, loss=0.672, mat=0.003, sens=0.954, deg=0.000
Ep 076/100 [S4:finetune]:  10%| | 27/264 [00:41<05:56,  1.51s/it, loss=0.672, mat=0.003, sens=0.954, deg=0.000
Ep 076/100 [S4:finetune]:  10%| | 27/264 [00:42<05:56,  1.51s/it, loss=0.614, mat=0.003, sens=0.872, deg=0.000
Ep 076/100 [S4:finetune]:  11%| | 28/264 [00:42<05:55,  1.51s/it, loss=0.614, mat=0.003, sens=0.872, deg=0.000
Ep 076/100 [S4:finetune]:  11%| | 28/264 [00:44<05:55,  1.51s/it, loss=0.531, mat=0.003, sens=0.756, deg=0.000
Ep 076/100 [S4:finetune]:  11%| | 29/264 [00:44<05:54,  1.51s/it, loss=0.531, mat=0.003, sens=0.756, deg=0.000
Ep 076/100 [S4:finetune]:  11%| | 29/264 [00:45<05:54,  1.51s/it, loss=0.576, mat=0.004, sens=0.820, deg=0.000
Ep 076/100 [S4:finetune]:  11%| | 30/264 [00:45<05:52,  1.51s/it, loss=0.576, mat=0.004, sens=0.820, deg=0.000
Ep 076/100 [S4:finetune]:  11%| | 30/264 [00:47<05:52,  1.51s/it, loss=0.699, mat=0.003, sens=0.994, deg=0.000
Ep 076/100 [S4:finetune]:  12%| | 31/264 [00:47<05:51,  1.51s/it, loss=0.699, mat=0.003, sens=0.994, deg=0.000
Ep 076/100 [S4:finetune]:  12%| | 31/264 [00:48<05:51,  1.51s/it, loss=0.582, mat=0.003, sens=0.829, deg=0.000
Ep 076/100 [S4:finetune]:  12%| | 32/264 [00:48<05:49,  1.51s/it, loss=0.582, mat=0.003, sens=0.829, deg=0.000
Ep 076/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:47,  1.51s/it, loss=0.647, mat=0.004, sens=0.919, deg=0.000
Ep 076/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:56,  1.55s/it, loss=0.647, mat=0.004, sens=0.919, deg=0.000
Ep 076/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:56,  1.55s/it, loss=0.662, mat=0.004, sens=0.943, deg=0.000
Ep 076/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:52,  1.54s/it, loss=0.662, mat=0.004, sens=0.943, deg=0.000
Ep 076/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:52,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:48,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:45,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:45,  1.52s/it, loss=0.080, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:41,  1.51s/it, loss=0.080, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:41,  1.51s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:39,  1.51s/it, loss=0.012, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:39,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:37,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:37,  1.51s/it, loss=0.583, mat=0.003, sens=0.830, deg=0.000
Ep 076/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:35,  1.51s/it, loss=0.583, mat=0.003, sens=0.830, deg=0.000
Ep 076/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:35,  1.51s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.000
Ep 076/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:34,  1.51s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.000
Ep 076/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:34,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:33,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:33,  1.51s/it, loss=0.645, mat=0.003, sens=0.919, deg=0.000
Ep 076/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:31,  1.51s/it, loss=0.645, mat=0.003, sens=0.919, deg=0.000
Ep 076/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:31,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:29,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:29,  1.51s/it, loss=0.575, mat=0.005, sens=0.818, deg=0.000
Ep 076/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:28,  1.51s/it, loss=0.575, mat=0.005, sens=0.818, deg=0.000
Ep 076/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:26,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:26,  1.50s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:25,  1.50s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:25,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:28,  1.53s/it, loss=0.597, mat=0.003, sens=0.846, deg=0.000
Ep 076/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:25,  1.52s/it, loss=0.597, mat=0.003, sens=0.846, deg=0.000
Ep 076/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:22,  1.52s/it, loss=0.604, mat=0.004, sens=0.860, deg=0.000
Ep 076/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.51s/it, loss=0.604, mat=0.004, sens=0.860, deg=0.000
Ep 076/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:21,  1.51s/it, loss=0.562, mat=0.002, sens=0.801, deg=0.000
Ep 076/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:19,  1.51s/it, loss=0.562, mat=0.002, sens=0.801, deg=0.000
Ep 076/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:19,  1.51s/it, loss=0.652, mat=0.003, sens=0.927, deg=0.000
Ep 076/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:16,  1.51s/it, loss=0.652, mat=0.003, sens=0.927, deg=0.000
Ep 076/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:16,  1.51s/it, loss=0.598, mat=0.004, sens=0.847, deg=0.000
Ep 076/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:15,  1.51s/it, loss=0.598, mat=0.004, sens=0.847, deg=0.000
Ep 076/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:15,  1.51s/it, loss=0.603, mat=0.003, sens=0.855, deg=0.000
Ep 076/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:13,  1.51s/it, loss=0.603, mat=0.003, sens=0.855, deg=0.000
Ep 076/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:13,  1.51s/it, loss=0.571, mat=0.004, sens=0.813, deg=0.000
Ep 076/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:11,  1.51s/it, loss=0.571, mat=0.004, sens=0.813, deg=0.000
Ep 076/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:11,  1.51s/it, loss=0.567, mat=0.003, sens=0.804, deg=0.000
Ep 076/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:11,  1.51s/it, loss=0.567, mat=0.003, sens=0.804, deg=0.000
Ep 076/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:11,  1.51s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.000
Ep 076/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:10,  1.51s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.000
Ep 076/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:10,  1.51s/it, loss=0.560, mat=0.004, sens=0.796, deg=0.000
Ep 076/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.560, mat=0.004, sens=0.796, deg=0.000
Ep 076/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:08,  1.51s/it, loss=0.589, mat=0.004, sens=0.839, deg=0.000
Ep 076/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:11,  1.54s/it, loss=0.589, mat=0.004, sens=0.839, deg=0.000
Ep 076/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:11,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:08,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:08,  1.53s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.000
Ep 076/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:05,  1.52s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.000
Ep 076/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:05,  1.52s/it, loss=0.537, mat=0.003, sens=0.764, deg=0.000
Ep 076/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:03,  1.52s/it, loss=0.537, mat=0.003, sens=0.764, deg=0.000
Ep 076/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  25%|▏| 65/264 [01:38<05:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:00,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:58,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:55,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:55,  1.51s/it, loss=0.674, mat=0.002, sens=0.959, deg=0.000
Ep 076/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:54,  1.51s/it, loss=0.674, mat=0.002, sens=0.959, deg=0.000
Ep 076/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:52,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:50,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:49,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  28%|▎| 73/264 [01:50<04:47,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:47,  1.51s/it, loss=0.592, mat=0.004, sens=0.840, deg=0.000
Ep 076/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:46,  1.51s/it, loss=0.592, mat=0.004, sens=0.840, deg=0.000
Ep 076/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:46,  1.51s/it, loss=0.567, mat=0.004, sens=0.806, deg=0.000
Ep 076/100 [S4:finetune]:  28%|▎| 75/264 [01:53<04:44,  1.51s/it, loss=0.567, mat=0.004, sens=0.806, deg=0.000
Ep 076/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:44,  1.51s/it, loss=0.611, mat=0.003, sens=0.868, deg=0.000
Ep 076/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:43,  1.51s/it, loss=0.611, mat=0.003, sens=0.868, deg=0.000
Ep 076/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:43,  1.51s/it, loss=0.620, mat=0.003, sens=0.882, deg=0.000
Ep 076/100 [S4:finetune]:  29%|▎| 77/264 [01:56<04:41,  1.51s/it, loss=0.620, mat=0.003, sens=0.882, deg=0.000
Ep 076/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:41,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:43,  1.53s/it, loss=0.621, mat=0.003, sens=0.884, deg=0.000
Ep 076/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:40,  1.52s/it, loss=0.621, mat=0.003, sens=0.884, deg=0.000
Ep 076/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:40,  1.52s/it, loss=0.577, mat=0.002, sens=0.822, deg=0.000
Ep 076/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:37,  1.52s/it, loss=0.577, mat=0.002, sens=0.822, deg=0.000
Ep 076/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:35,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:35,  1.52s/it, loss=0.583, mat=0.003, sens=0.829, deg=0.000
Ep 076/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:33,  1.52s/it, loss=0.583, mat=0.003, sens=0.829, deg=0.000
Ep 076/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.003
Ep 076/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.003
Ep 076/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=0.616, mat=0.003, sens=0.877, deg=0.000
Ep 076/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.616, mat=0.003, sens=0.877, deg=0.000
Ep 076/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:28,  1.51s/it, loss=0.629, mat=0.003, sens=0.896, deg=0.000
Ep 076/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:26,  1.51s/it, loss=0.629, mat=0.003, sens=0.896, deg=0.000
Ep 076/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.51s/it, loss=0.617, mat=0.002, sens=0.879, deg=0.000
Ep 076/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:26,  1.51s/it, loss=0.617, mat=0.002, sens=0.879, deg=0.000
Ep 076/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:24,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:24,  1.51s/it, loss=0.668, mat=0.003, sens=0.948, deg=0.000
Ep 076/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:22,  1.51s/it, loss=0.668, mat=0.003, sens=0.948, deg=0.000
Ep 076/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:22,  1.51s/it, loss=0.572, mat=0.003, sens=0.811, deg=0.000
Ep 076/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:20,  1.51s/it, loss=0.572, mat=0.003, sens=0.811, deg=0.000
Ep 076/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:20,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:18,  1.51s/it, loss=0.668, mat=0.003, sens=0.952, deg=0.000
Ep 076/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:21,  1.53s/it, loss=0.668, mat=0.003, sens=0.952, deg=0.000
Ep 076/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:21,  1.53s/it, loss=0.589, mat=0.003, sens=0.838, deg=0.000
Ep 076/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:18,  1.52s/it, loss=0.589, mat=0.003, sens=0.838, deg=0.000
Ep 076/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:18,  1.52s/it, loss=0.574, mat=0.003, sens=0.817, deg=0.000
Ep 076/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:16,  1.52s/it, loss=0.574, mat=0.003, sens=0.817, deg=0.000
Ep 076/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:16,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:13,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 076/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:09,  1.51s/it, loss=0.610, mat=0.003, sens=0.870, deg=0.000
Ep 076/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:08,  1.51s/it, loss=0.610, mat=0.003, sens=0.870, deg=0.000
Ep 076/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:08,  1.51s/it, loss=0.694, mat=0.002, sens=0.988, deg=0.000
Ep 076/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:06,  1.51s/it, loss=0.694, mat=0.002, sens=0.988, deg=0.00
Ep 076/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:06,  1.51s/it, loss=0.695, mat=0.004, sens=0.990, deg=0.00
Ep 076/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:05,  1.51s/it, loss=0.695, mat=0.004, sens=0.990, deg=0.00
Ep 076/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:05,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:03,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:03,  1.50s/it, loss=0.683, mat=0.003, sens=0.972, deg=0.00
Ep 076/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:01,  1.50s/it, loss=0.683, mat=0.003, sens=0.972, deg=0.00
Ep 076/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:01,  1.50s/it, loss=0.629, mat=0.004, sens=0.896, deg=0.00
Ep 076/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:00,  1.50s/it, loss=0.629, mat=0.004, sens=0.896, deg=0.00
Ep 076/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:00,  1.50s/it, loss=0.807, mat=0.004, sens=1.150, deg=0.00
Ep 076/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:03,  1.53s/it, loss=0.807, mat=0.004, sens=1.150, deg=0.00
Ep 076/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:03,  1.53s/it, loss=0.686, mat=0.003, sens=0.977, deg=0.00
Ep 076/100 [S4:finetune]:  40%|▍| 106/264 [02:40<04:00,  1.52s/it, loss=0.686, mat=0.003, sens=0.977, deg=0.00
Ep 076/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:00,  1.52s/it, loss=0.678, mat=0.004, sens=0.963, deg=0.00
Ep 076/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:59,  1.53s/it, loss=0.678, mat=0.004, sens=0.963, deg=0.00
Ep 076/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:59,  1.53s/it, loss=0.697, mat=0.002, sens=0.991, deg=0.00
Ep 076/100 [S4:finetune]:  41%|▍| 108/264 [02:43<03:57,  1.52s/it, loss=0.697, mat=0.002, sens=0.991, deg=0.00
Ep 076/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.687, mat=0.003, sens=0.979, deg=0.00
Ep 076/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:55,  1.52s/it, loss=0.687, mat=0.003, sens=0.979, deg=0.00
Ep 076/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  42%|▍| 110/264 [02:46<03:53,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:53,  1.51s/it, loss=0.722, mat=0.003, sens=1.026, deg=0.00
Ep 076/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:51,  1.51s/it, loss=0.722, mat=0.003, sens=1.026, deg=0.00
Ep 076/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:51,  1.51s/it, loss=0.658, mat=0.003, sens=0.938, deg=0.00
Ep 076/100 [S4:finetune]:  42%|▍| 112/264 [02:49<03:49,  1.51s/it, loss=0.658, mat=0.003, sens=0.938, deg=0.00
Ep 076/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 076/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:48,  1.51s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 076/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  43%|▍| 114/264 [02:52<03:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.633, mat=0.002, sens=0.902, deg=0.00
Ep 076/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:44,  1.51s/it, loss=0.633, mat=0.002, sens=0.902, deg=0.00
Ep 076/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:44,  1.51s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 076/100 [S4:finetune]:  44%|▍| 116/264 [02:55<03:43,  1.51s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 076/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:43,  1.51s/it, loss=0.710, mat=0.003, sens=1.011, deg=0.00
Ep 076/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:41,  1.51s/it, loss=0.710, mat=0.003, sens=1.011, deg=0.00
Ep 076/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:41,  1.51s/it, loss=0.664, mat=0.004, sens=0.945, deg=0.00
Ep 076/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.664, mat=0.004, sens=0.945, deg=0.00
Ep 076/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:38,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:38,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:36,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:36,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:35,  1.51s/it, loss=0.582, mat=0.002, sens=0.829, deg=0.00
Ep 076/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:33,  1.51s/it, loss=0.582, mat=0.002, sens=0.829, deg=0.00
Ep 076/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:33,  1.51s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.00
Ep 076/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:35,  1.53s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.00
Ep 076/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:35,  1.53s/it, loss=0.612, mat=0.003, sens=0.868, deg=0.00
Ep 076/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:33,  1.52s/it, loss=0.612, mat=0.003, sens=0.868, deg=0.00
Ep 076/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:33,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:30,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:28,  1.51s/it, loss=0.621, mat=0.004, sens=0.884, deg=0.00
Ep 076/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:26,  1.51s/it, loss=0.621, mat=0.004, sens=0.884, deg=0.00
Ep 076/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:26,  1.51s/it, loss=0.592, mat=0.002, sens=0.844, deg=0.00
Ep 076/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=0.592, mat=0.002, sens=0.844, deg=0.00
Ep 076/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:25,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:23,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:22,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.51s/it, loss=0.655, mat=0.005, sens=0.933, deg=0.00
Ep 076/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:18,  1.51s/it, loss=0.655, mat=0.005, sens=0.933, deg=0.00
Ep 076/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:18,  1.51s/it, loss=0.655, mat=0.003, sens=0.933, deg=0.00
Ep 076/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:16,  1.51s/it, loss=0.655, mat=0.003, sens=0.933, deg=0.00
Ep 076/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:16,  1.51s/it, loss=0.661, mat=0.004, sens=0.942, deg=0.00
Ep 076/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:15,  1.51s/it, loss=0.661, mat=0.004, sens=0.942, deg=0.00
Ep 076/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:15,  1.51s/it, loss=0.633, mat=0.003, sens=0.900, deg=0.00
Ep 076/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:13,  1.51s/it, loss=0.633, mat=0.003, sens=0.900, deg=0.00
Ep 076/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:11,  1.51s/it, loss=0.635, mat=0.003, sens=0.904, deg=0.00
Ep 076/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:12,  1.53s/it, loss=0.635, mat=0.003, sens=0.904, deg=0.00
Ep 076/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:12,  1.53s/it, loss=0.642, mat=0.004, sens=0.914, deg=0.00
Ep 076/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:10,  1.52s/it, loss=0.642, mat=0.004, sens=0.914, deg=0.00
Ep 076/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:10,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:08,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:08,  1.52s/it, loss=0.662, mat=0.004, sens=0.943, deg=0.00
Ep 076/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:06,  1.52s/it, loss=0.662, mat=0.004, sens=0.943, deg=0.00
Ep 076/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:06,  1.52s/it, loss=0.602, mat=0.003, sens=0.856, deg=0.00
Ep 076/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:04,  1.51s/it, loss=0.602, mat=0.003, sens=0.856, deg=0.00
Ep 076/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.532, mat=0.003, sens=0.757, deg=0.00
Ep 076/100 [S4:finetune]:  54%|▌| 143/264 [03:36<03:02,  1.51s/it, loss=0.532, mat=0.003, sens=0.757, deg=0.00
Ep 076/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  55%|▌| 145/264 [03:39<02:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  55%|▌| 145/264 [03:41<02:59,  1.51s/it, loss=0.689, mat=0.002, sens=0.983, deg=0.00
Ep 076/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:57,  1.51s/it, loss=0.689, mat=0.002, sens=0.983, deg=0.00
Ep 076/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:57,  1.51s/it, loss=0.633, mat=0.003, sens=0.901, deg=0.00
Ep 076/100 [S4:finetune]:  56%|▌| 147/264 [03:42<02:56,  1.51s/it, loss=0.633, mat=0.003, sens=0.901, deg=0.00
Ep 076/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:56,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:54,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:54,  1.51s/it, loss=0.625, mat=0.004, sens=0.890, deg=0.00
Ep 076/100 [S4:finetune]:  56%|▌| 149/264 [03:45<02:53,  1.51s/it, loss=0.625, mat=0.004, sens=0.890, deg=0.00
Ep 076/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.618, mat=0.002, sens=0.880, deg=0.00
Ep 076/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:54,  1.53s/it, loss=0.618, mat=0.002, sens=0.880, deg=0.00
Ep 076/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:54,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  57%|▌| 151/264 [03:48<02:51,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:51,  1.52s/it, loss=0.636, mat=0.003, sens=0.900, deg=0.00
Ep 076/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:49,  1.52s/it, loss=0.636, mat=0.003, sens=0.900, deg=0.00
Ep 076/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:49,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  58%|▌| 153/264 [03:51<02:48,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:48,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:46,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  59%|▌| 155/264 [03:54<02:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.659, mat=0.004, sens=0.939, deg=0.00
Ep 076/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.51s/it, loss=0.659, mat=0.004, sens=0.939, deg=0.00
Ep 076/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:42,  1.51s/it, loss=0.602, mat=0.002, sens=0.856, deg=0.00
Ep 076/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:42,  1.52s/it, loss=0.602, mat=0.002, sens=0.856, deg=0.00
Ep 076/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.00
Ep 076/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:40,  1.52s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.00
Ep 076/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.00
Ep 076/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:37,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.00
Ep 076/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:37,  1.51s/it, loss=0.666, mat=0.004, sens=0.949, deg=0.00
Ep 076/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=0.666, mat=0.004, sens=0.949, deg=0.00
Ep 076/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.604, mat=0.003, sens=0.860, deg=0.00
Ep 076/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:33,  1.51s/it, loss=0.604, mat=0.003, sens=0.860, deg=0.00
Ep 076/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:33,  1.51s/it, loss=0.662, mat=0.003, sens=0.942, deg=0.00
Ep 076/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:32,  1.51s/it, loss=0.662, mat=0.003, sens=0.942, deg=0.00
Ep 076/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.00
Ep 076/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:30,  1.51s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.00
Ep 076/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:27,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:27,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:25,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:25,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:24,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:24,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:24,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:24,  1.53s/it, loss=0.601, mat=0.003, sens=0.855, deg=0.00
Ep 076/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:22,  1.52s/it, loss=0.601, mat=0.003, sens=0.855, deg=0.00
Ep 076/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.00
Ep 076/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:18,  1.51s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.00
Ep 076/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:18,  1.51s/it, loss=0.638, mat=0.004, sens=0.909, deg=0.00
Ep 076/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:16,  1.51s/it, loss=0.638, mat=0.004, sens=0.909, deg=0.00
Ep 076/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:15,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:15,  1.50s/it, loss=0.623, mat=0.002, sens=0.888, deg=0.00
Ep 076/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:13,  1.50s/it, loss=0.623, mat=0.002, sens=0.888, deg=0.00
Ep 076/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:13,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:12,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.50s/it, loss=0.643, mat=0.002, sens=0.916, deg=0.00
Ep 076/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:10,  1.50s/it, loss=0.643, mat=0.002, sens=0.916, deg=0.00
Ep 076/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:10,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:09,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:09,  1.50s/it, loss=0.632, mat=0.003, sens=0.899, deg=0.00
Ep 076/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:07,  1.50s/it, loss=0.632, mat=0.003, sens=0.899, deg=0.00
Ep 076/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:07,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:06,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:06,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:04,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:04,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  69%|▋| 182/264 [04:35<02:02,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:02,  1.50s/it, loss=0.640, mat=0.003, sens=0.911, deg=0.00
Ep 076/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:05,  1.55s/it, loss=0.640, mat=0.003, sens=0.911, deg=0.00
Ep 076/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:05,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  70%|▋| 184/264 [04:38<02:02,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:02,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  70%|▋| 185/264 [04:40<02:00,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  70%|▋| 185/264 [04:41<02:00,  1.53s/it, loss=0.659, mat=0.003, sens=0.939, deg=0.00
Ep 076/100 [S4:finetune]:  70%|▋| 186/264 [04:41<01:58,  1.52s/it, loss=0.659, mat=0.003, sens=0.939, deg=0.00
Ep 076/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  71%|▋| 188/264 [04:44<01:54,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  72%|▋| 190/264 [04:47<01:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.606, mat=0.003, sens=0.862, deg=0.00
Ep 076/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:49,  1.50s/it, loss=0.606, mat=0.003, sens=0.862, deg=0.00
Ep 076/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:49,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  73%|▋| 192/264 [04:50<01:48,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:48,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:46,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:46,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  73%|▋| 194/264 [04:53<01:45,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.50s/it, loss=0.677, mat=0.005, sens=0.964, deg=0.00
Ep 076/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:45,  1.53s/it, loss=0.677, mat=0.005, sens=0.964, deg=0.00
Ep 076/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:45,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  74%|▋| 196/264 [04:56<01:43,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:43,  1.52s/it, loss=0.626, mat=0.003, sens=0.893, deg=0.00
Ep 076/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:41,  1.51s/it, loss=0.626, mat=0.003, sens=0.893, deg=0.00
Ep 076/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.51s/it, loss=0.663, mat=0.004, sens=0.945, deg=0.00
Ep 076/100 [S4:finetune]:  75%|▊| 198/264 [04:59<01:39,  1.51s/it, loss=0.663, mat=0.004, sens=0.945, deg=0.00
Ep 076/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:37,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:37,  1.51s/it, loss=0.623, mat=0.002, sens=0.889, deg=0.00
Ep 076/100 [S4:finetune]:  76%|▊| 200/264 [05:02<01:36,  1.51s/it, loss=0.623, mat=0.002, sens=0.889, deg=0.00
Ep 076/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:34,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:34,  1.50s/it, loss=0.649, mat=0.004, sens=0.925, deg=0.00
Ep 076/100 [S4:finetune]:  77%|▊| 202/264 [05:05<01:33,  1.50s/it, loss=0.649, mat=0.004, sens=0.925, deg=0.00
Ep 076/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.50s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 076/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:31,  1.50s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 076/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:31,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  77%|▊| 204/264 [05:08<01:30,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:28,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:28,  1.50s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 076/100 [S4:finetune]:  78%|▊| 206/264 [05:11<01:27,  1.50s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 076/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:22,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:22,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:21,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.51s/it, loss=0.623, mat=0.003, sens=0.887, deg=0.00
Ep 076/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:19,  1.51s/it, loss=0.623, mat=0.003, sens=0.887, deg=0.00
Ep 076/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:19,  1.51s/it, loss=0.641, mat=0.004, sens=0.913, deg=0.00
Ep 076/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.51s/it, loss=0.641, mat=0.004, sens=0.913, deg=0.00
Ep 076/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.641, mat=0.004, sens=0.914, deg=0.00
Ep 076/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:18,  1.53s/it, loss=0.641, mat=0.004, sens=0.914, deg=0.00
Ep 076/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:18,  1.53s/it, loss=0.682, mat=0.003, sens=0.919, deg=0.00
Ep 076/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:16,  1.52s/it, loss=0.682, mat=0.003, sens=0.919, deg=0.00
Ep 076/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:16,  1.52s/it, loss=0.671, mat=0.004, sens=0.956, deg=0.00
Ep 076/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:14,  1.52s/it, loss=0.671, mat=0.004, sens=0.956, deg=0.00
Ep 076/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.52s/it, loss=0.631, mat=0.002, sens=0.899, deg=0.00
Ep 076/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.51s/it, loss=0.631, mat=0.002, sens=0.899, deg=0.00
Ep 076/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:10,  1.51s/it, loss=0.624, mat=0.004, sens=0.888, deg=0.00
Ep 076/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=0.624, mat=0.004, sens=0.888, deg=0.00
Ep 076/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.637, mat=0.003, sens=0.909, deg=0.00
Ep 076/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.637, mat=0.003, sens=0.909, deg=0.00
Ep 076/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.50s/it, loss=0.718, mat=0.004, sens=1.023, deg=0.00
Ep 076/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:01,  1.50s/it, loss=0.718, mat=0.004, sens=1.023, deg=0.00
Ep 076/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:01,  1.50s/it, loss=0.644, mat=0.003, sens=0.914, deg=0.00
Ep 076/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:00,  1.50s/it, loss=0.644, mat=0.003, sens=0.914, deg=0.00
Ep 076/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.50s/it, loss=0.653, mat=0.003, sens=0.931, deg=0.00
Ep 076/100 [S4:finetune]:  85%|▊| 225/264 [05:40<00:58,  1.50s/it, loss=0.653, mat=0.003, sens=0.931, deg=0.00
Ep 076/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:58,  1.50s/it, loss=0.651, mat=0.003, sens=0.926, deg=0.00
Ep 076/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.50s/it, loss=0.651, mat=0.003, sens=0.926, deg=0.00
Ep 076/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.50s/it, loss=0.718, mat=0.004, sens=1.022, deg=0.00
Ep 076/100 [S4:finetune]:  86%|▊| 227/264 [05:43<00:55,  1.50s/it, loss=0.718, mat=0.004, sens=1.022, deg=0.00
Ep 076/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:55,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.53s/it, loss=0.600, mat=0.002, sens=0.852, deg=0.00
Ep 076/100 [S4:finetune]:  87%|▊| 229/264 [05:46<00:53,  1.52s/it, loss=0.600, mat=0.002, sens=0.852, deg=0.00
Ep 076/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.52s/it, loss=0.636, mat=0.005, sens=0.905, deg=0.00
Ep 076/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=0.636, mat=0.005, sens=0.905, deg=0.00
Ep 076/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.669, mat=0.004, sens=0.952, deg=0.00
Ep 076/100 [S4:finetune]:  88%|▉| 231/264 [05:49<00:49,  1.51s/it, loss=0.669, mat=0.004, sens=0.952, deg=0.00
Ep 076/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.622, mat=0.004, sens=0.885, deg=0.00
Ep 076/100 [S4:finetune]:  88%|▉| 233/264 [05:52<00:47,  1.52s/it, loss=0.622, mat=0.004, sens=0.885, deg=0.00
Ep 076/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:47,  1.52s/it, loss=0.577, mat=0.003, sens=0.820, deg=0.00
Ep 076/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.52s/it, loss=0.577, mat=0.003, sens=0.820, deg=0.00
Ep 076/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.52s/it, loss=1.083, mat=0.003, sens=0.966, deg=0.00
Ep 076/100 [S4:finetune]:  89%|▉| 235/264 [05:55<00:43,  1.52s/it, loss=1.083, mat=0.003, sens=0.966, deg=0.00
Ep 076/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.52s/it, loss=0.661, mat=0.003, sens=0.941, deg=0.00
Ep 076/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:42,  1.51s/it, loss=0.661, mat=0.003, sens=0.941, deg=0.00
Ep 076/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.51s/it, loss=0.018, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  90%|▉| 237/264 [05:58<00:40,  1.51s/it, loss=0.018, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:40,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  91%|▉| 239/264 [06:01<00:37,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.662, mat=0.004, sens=0.944, deg=0.00
Ep 076/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.53s/it, loss=0.662, mat=0.004, sens=0.944, deg=0.00
Ep 076/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.53s/it, loss=0.677, mat=0.004, sens=0.965, deg=0.00
Ep 076/100 [S4:finetune]:  91%|▉| 241/264 [06:04<00:34,  1.52s/it, loss=0.677, mat=0.004, sens=0.965, deg=0.00
Ep 076/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.52s/it, loss=0.636, mat=0.003, sens=0.906, deg=0.00
Ep 076/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.52s/it, loss=0.636, mat=0.003, sens=0.906, deg=0.00
Ep 076/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  92%|▉| 243/264 [06:07<00:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.671, mat=0.003, sens=0.957, deg=0.00
Ep 076/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.671, mat=0.003, sens=0.957, deg=0.00
Ep 076/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  93%|▉| 245/264 [06:10<00:28,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.51s/it, loss=0.652, mat=0.004, sens=0.929, deg=0.00
Ep 076/100 [S4:finetune]:  94%|▉| 247/264 [06:13<00:25,  1.51s/it, loss=0.652, mat=0.004, sens=0.929, deg=0.00
Ep 076/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  94%|▉| 249/264 [06:16<00:22,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.50s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  95%|▉| 251/264 [06:19<00:19,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  96%|▉| 253/264 [06:22<00:16,  1.50s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.50s/it, loss=0.589, mat=0.002, sens=0.837, deg=0.00
Ep 076/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.50s/it, loss=0.589, mat=0.002, sens=0.837, deg=0.00
Ep 076/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.50s/it, loss=0.615, mat=0.003, sens=0.875, deg=0.00
Ep 076/100 [S4:finetune]:  97%|▉| 255/264 [06:25<00:13,  1.50s/it, loss=0.615, mat=0.003, sens=0.875, deg=0.00
Ep 076/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  97%|▉| 257/264 [06:28<00:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.607, mat=0.003, sens=0.862, deg=0.00
Ep 076/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.52s/it, loss=0.607, mat=0.003, sens=0.862, deg=0.00
Ep 076/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.54s/it, loss=0.580, mat=0.002, sens=0.802, deg=0.00
Ep 076/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.53s/it, loss=0.580, mat=0.002, sens=0.802, deg=0.00
Ep 076/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 076/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.636, mat=0.004, sens=0.907, deg=0.00
Ep 076/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.51s/it, loss=0.636, mat=0.004, sens=0.907, deg=0.00
                                                                                                              
Epoch 076/100 [S4:finetune]  loss=0.3513  mat=0.0032  sens=0.4953  deg=0.0003  orth=0.0036  α=0.3 β=0.7 γ=0.2  400s

Ep 077/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 077/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.607, mat=0.003, sens=0.865, deg=0.000]
Ep 077/100 [S4:finetune]:   0%| | 1/264 [00:02<09:05,  2.08s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.000]
Ep 077/100 [S4:finetune]:   0%| | 1/264 [00:03<09:05,  2.08s/it, loss=0.557, mat=0.003, sens=0.794, deg=0.000]
Ep 077/100 [S4:finetune]:   1%| | 2/264 [00:03<07:35,  1.74s/it, loss=0.557, mat=0.003, sens=0.794, deg=0.000]
Ep 077/100 [S4:finetune]:   1%| | 2/264 [00:05<07:35,  1.74s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 077/100 [S4:finetune]:   1%| | 3/264 [00:05<07:05,  1.63s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 077/100 [S4:finetune]:   1%| | 3/264 [00:06<07:05,  1.63s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 077/100 [S4:finetune]:   2%| | 4/264 [00:06<06:50,  1.58s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 077/100 [S4:finetune]:   2%| | 4/264 [00:08<06:50,  1.58s/it, loss=0.635, mat=0.004, sens=0.903, deg=0.000]
Ep 077/100 [S4:finetune]:   2%| | 5/264 [00:08<06:42,  1.55s/it, loss=0.635, mat=0.004, sens=0.903, deg=0.000]
Ep 077/100 [S4:finetune]:   2%| | 5/264 [00:09<06:42,  1.55s/it, loss=0.582, mat=0.004, sens=0.828, deg=0.000]
Ep 077/100 [S4:finetune]:   2%| | 6/264 [00:09<06:35,  1.53s/it, loss=0.582, mat=0.004, sens=0.828, deg=0.000]
Ep 077/100 [S4:finetune]:   2%| | 6/264 [00:11<06:35,  1.53s/it, loss=0.617, mat=0.002, sens=0.879, deg=0.000]
Ep 077/100 [S4:finetune]:   3%| | 7/264 [00:11<06:31,  1.52s/it, loss=0.617, mat=0.002, sens=0.879, deg=0.000]
Ep 077/100 [S4:finetune]:   3%| | 7/264 [00:12<06:31,  1.52s/it, loss=0.589, mat=0.003, sens=0.838, deg=0.000]
Ep 077/100 [S4:finetune]:   3%| | 8/264 [00:12<06:28,  1.52s/it, loss=0.589, mat=0.003, sens=0.838, deg=0.000]
Ep 077/100 [S4:finetune]:   3%| | 8/264 [00:14<06:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 077/100 [S4:finetune]:   3%| | 9/264 [00:14<06:25,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 077/100 [S4:finetune]:   3%| | 9/264 [00:15<06:25,  1.51s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.000]
Ep 077/100 [S4:finetune]:   4%| | 10/264 [00:15<06:23,  1.51s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.000
Ep 077/100 [S4:finetune]:   4%| | 10/264 [00:17<06:23,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   4%| | 11/264 [00:17<06:29,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   4%| | 11/264 [00:18<06:29,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   5%| | 12/264 [00:18<06:24,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   5%| | 12/264 [00:20<06:24,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   5%| | 13/264 [00:20<06:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   5%| | 13/264 [00:21<06:21,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.596, mat=0.003, sens=0.850, deg=0.000
Ep 077/100 [S4:finetune]:   6%| | 15/264 [00:23<06:17,  1.51s/it, loss=0.596, mat=0.003, sens=0.850, deg=0.000
Ep 077/100 [S4:finetune]:   6%| | 15/264 [00:24<06:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   6%| | 16/264 [00:24<06:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   6%| | 16/264 [00:26<06:14,  1.51s/it, loss=0.675, mat=0.003, sens=0.962, deg=0.000
Ep 077/100 [S4:finetune]:   6%| | 17/264 [00:26<06:14,  1.52s/it, loss=0.675, mat=0.003, sens=0.962, deg=0.000
Ep 077/100 [S4:finetune]:   6%| | 17/264 [00:27<06:14,  1.52s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.000
Ep 077/100 [S4:finetune]:   7%| | 18/264 [00:27<06:11,  1.51s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.000
Ep 077/100 [S4:finetune]:   7%| | 18/264 [00:29<06:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   7%| | 19/264 [00:29<06:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   7%| | 19/264 [00:30<06:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   8%| | 20/264 [00:30<06:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.000
Ep 077/100 [S4:finetune]:   8%| | 21/264 [00:32<06:05,  1.50s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.000
Ep 077/100 [S4:finetune]:   8%| | 21/264 [00:33<06:05,  1.50s/it, loss=0.628, mat=0.004, sens=0.893, deg=0.000
Ep 077/100 [S4:finetune]:   8%| | 22/264 [00:33<06:03,  1.50s/it, loss=0.628, mat=0.004, sens=0.893, deg=0.000
Ep 077/100 [S4:finetune]:   8%| | 22/264 [00:35<06:03,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   9%| | 23/264 [00:35<06:01,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:   9%| | 23/264 [00:36<06:01,  1.50s/it, loss=0.599, mat=0.004, sens=0.852, deg=0.000
Ep 077/100 [S4:finetune]:   9%| | 24/264 [00:36<06:00,  1.50s/it, loss=0.599, mat=0.004, sens=0.852, deg=0.000
Ep 077/100 [S4:finetune]:   9%| | 24/264 [00:38<06:00,  1.50s/it, loss=0.578, mat=0.004, sens=0.823, deg=0.000
Ep 077/100 [S4:finetune]:   9%| | 25/264 [00:38<05:58,  1.50s/it, loss=0.578, mat=0.004, sens=0.823, deg=0.000
Ep 077/100 [S4:finetune]:   9%| | 25/264 [00:39<05:58,  1.50s/it, loss=0.622, mat=0.003, sens=0.885, deg=0.000
Ep 077/100 [S4:finetune]:  10%| | 26/264 [00:39<06:03,  1.53s/it, loss=0.622, mat=0.003, sens=0.885, deg=0.000
Ep 077/100 [S4:finetune]:  10%| | 26/264 [00:41<06:03,  1.53s/it, loss=0.609, mat=0.004, sens=0.866, deg=0.000
Ep 077/100 [S4:finetune]:  10%| | 27/264 [00:41<05:59,  1.52s/it, loss=0.609, mat=0.004, sens=0.866, deg=0.000
Ep 077/100 [S4:finetune]:  10%| | 27/264 [00:42<05:59,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  11%| | 28/264 [00:42<05:56,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  11%| | 28/264 [00:44<05:56,  1.51s/it, loss=0.014, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  11%| | 29/264 [00:44<05:54,  1.51s/it, loss=0.014, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  11%| | 29/264 [00:45<05:54,  1.51s/it, loss=0.560, mat=0.002, sens=0.798, deg=0.000
Ep 077/100 [S4:finetune]:  11%| | 30/264 [00:45<05:53,  1.51s/it, loss=0.560, mat=0.002, sens=0.798, deg=0.000
Ep 077/100 [S4:finetune]:  11%| | 30/264 [00:47<05:53,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  12%| | 31/264 [00:47<05:51,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  12%| | 31/264 [00:48<05:51,  1.51s/it, loss=0.021, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  12%| | 32/264 [00:48<05:49,  1.51s/it, loss=0.021, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=0.619, mat=0.003, sens=0.881, deg=0.000
Ep 077/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:47,  1.51s/it, loss=0.619, mat=0.003, sens=0.881, deg=0.000
Ep 077/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:47,  1.51s/it, loss=0.616, mat=0.002, sens=0.878, deg=0.000
Ep 077/100 [S4:finetune]:  13%|▏| 34/264 [00:51<05:46,  1.51s/it, loss=0.616, mat=0.002, sens=0.878, deg=0.000
Ep 077/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:46,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:44,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:44,  1.50s/it, loss=0.537, mat=0.002, sens=0.759, deg=0.000
Ep 077/100 [S4:finetune]:  14%|▏| 36/264 [00:54<05:42,  1.50s/it, loss=0.537, mat=0.002, sens=0.759, deg=0.000
Ep 077/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:42,  1.50s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:41,  1.50s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:41,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  14%|▏| 38/264 [00:57<05:44,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:44,  1.53s/it, loss=0.610, mat=0.004, sens=0.869, deg=0.000
Ep 077/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:41,  1.52s/it, loss=0.610, mat=0.004, sens=0.869, deg=0.000
Ep 077/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:41,  1.52s/it, loss=0.560, mat=0.003, sens=0.795, deg=0.000
Ep 077/100 [S4:finetune]:  15%|▏| 40/264 [01:00<05:39,  1.51s/it, loss=0.560, mat=0.003, sens=0.795, deg=0.000
Ep 077/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:37,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  16%|▏| 42/264 [01:03<05:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:35,  1.52s/it, loss=0.553, mat=0.002, sens=0.786, deg=0.000
Ep 077/100 [S4:finetune]:  17%|▏| 44/264 [01:06<05:32,  1.51s/it, loss=0.553, mat=0.002, sens=0.786, deg=0.000
Ep 077/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:32,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:30,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:30,  1.51s/it, loss=0.618, mat=0.004, sens=0.880, deg=0.000
Ep 077/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:28,  1.51s/it, loss=0.618, mat=0.004, sens=0.880, deg=0.000
Ep 077/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:28,  1.51s/it, loss=0.570, mat=0.002, sens=0.812, deg=0.000
Ep 077/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:27,  1.51s/it, loss=0.570, mat=0.002, sens=0.812, deg=0.000
Ep 077/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:27,  1.51s/it, loss=0.567, mat=0.002, sens=0.807, deg=0.000
Ep 077/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:25,  1.51s/it, loss=0.567, mat=0.002, sens=0.807, deg=0.000
Ep 077/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:25,  1.51s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.000
Ep 077/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:23,  1.50s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.000
Ep 077/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:23,  1.50s/it, loss=0.578, mat=0.002, sens=0.819, deg=0.000
Ep 077/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:22,  1.51s/it, loss=0.578, mat=0.002, sens=0.819, deg=0.000
Ep 077/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:22,  1.51s/it, loss=0.590, mat=0.003, sens=0.842, deg=0.000
Ep 077/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:20,  1.51s/it, loss=0.590, mat=0.003, sens=0.842, deg=0.000
Ep 077/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:20,  1.51s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.000
Ep 077/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.000
Ep 077/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.000
Ep 077/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:17,  1.50s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.000
Ep 077/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:17,  1.50s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.000
Ep 077/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:15,  1.50s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.000
Ep 077/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:15,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:13,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:13,  1.50s/it, loss=0.563, mat=0.002, sens=0.802, deg=0.000
Ep 077/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:17,  1.52s/it, loss=0.563, mat=0.002, sens=0.802, deg=0.000
Ep 077/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.553, mat=0.002, sens=0.786, deg=0.000
Ep 077/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:11,  1.51s/it, loss=0.553, mat=0.002, sens=0.786, deg=0.000
Ep 077/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:09,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:07,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:07,  1.51s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.000
Ep 077/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:06,  1.51s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.000
Ep 077/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:03,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:03,  1.50s/it, loss=0.592, mat=0.003, sens=0.844, deg=0.000
Ep 077/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:02,  1.51s/it, loss=0.592, mat=0.003, sens=0.844, deg=0.000
Ep 077/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:02,  1.51s/it, loss=0.551, mat=0.003, sens=0.784, deg=0.000
Ep 077/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:00,  1.50s/it, loss=0.551, mat=0.003, sens=0.784, deg=0.000
Ep 077/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:00,  1.50s/it, loss=0.580, mat=0.003, sens=0.827, deg=0.000
Ep 077/100 [S4:finetune]:  25%|▏| 65/264 [01:38<04:59,  1.50s/it, loss=0.580, mat=0.003, sens=0.827, deg=0.000
Ep 077/100 [S4:finetune]:  25%|▏| 65/264 [01:40<04:59,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:58,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.571, mat=0.002, sens=0.814, deg=0.000
Ep 077/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:57,  1.53s/it, loss=0.571, mat=0.002, sens=0.814, deg=0.000
Ep 077/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:57,  1.53s/it, loss=0.570, mat=0.003, sens=0.808, deg=0.000
Ep 077/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:54,  1.52s/it, loss=0.570, mat=0.003, sens=0.808, deg=0.000
Ep 077/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:51,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:51,  1.52s/it, loss=0.626, mat=0.003, sens=0.892, deg=0.000
Ep 077/100 [S4:finetune]:  28%|▎| 73/264 [01:50<04:49,  1.51s/it, loss=0.626, mat=0.003, sens=0.892, deg=0.000
Ep 077/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:49,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:47,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:47,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  28%|▎| 75/264 [01:53<04:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:45,  1.51s/it, loss=0.588, mat=0.003, sens=0.837, deg=0.000
Ep 077/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:43,  1.51s/it, loss=0.588, mat=0.003, sens=0.837, deg=0.000
Ep 077/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:43,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  29%|▎| 77/264 [01:56<04:41,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:41,  1.51s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.000
Ep 077/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:39,  1.50s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.000
Ep 077/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:39,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  30%|▎| 79/264 [01:59<04:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:36,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:36,  1.50s/it, loss=0.647, mat=0.004, sens=0.920, deg=0.000
Ep 077/100 [S4:finetune]:  31%|▎| 81/264 [02:02<04:35,  1.50s/it, loss=0.647, mat=0.004, sens=0.920, deg=0.000
Ep 077/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:35,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:38,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:38,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  31%|▎| 83/264 [02:05<04:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:32,  1.52s/it, loss=0.642, mat=0.004, sens=0.914, deg=0.000
Ep 077/100 [S4:finetune]:  32%|▎| 85/264 [02:08<04:30,  1.51s/it, loss=0.642, mat=0.004, sens=0.914, deg=0.000
Ep 077/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=0.581, mat=0.002, sens=0.824, deg=0.000
Ep 077/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.581, mat=0.002, sens=0.824, deg=0.000
Ep 077/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  33%|▎| 87/264 [02:11<04:26,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.50s/it, loss=0.641, mat=0.004, sens=0.913, deg=0.000
Ep 077/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:24,  1.50s/it, loss=0.641, mat=0.004, sens=0.913, deg=0.000
Ep 077/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:24,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  34%|▎| 89/264 [02:14<04:23,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:23,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:21,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:21,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  34%|▎| 91/264 [02:17<04:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.000
Ep 077/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:20,  1.52s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.000
Ep 077/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:20,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  35%|▎| 93/264 [02:20<04:18,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:18,  1.51s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.000
Ep 077/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:16,  1.51s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.000
Ep 077/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:16,  1.51s/it, loss=0.624, mat=0.003, sens=0.891, deg=0.000
Ep 077/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:15,  1.51s/it, loss=0.624, mat=0.003, sens=0.891, deg=0.000
Ep 077/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=0.643, mat=0.003, sens=0.917, deg=0.000
Ep 077/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:11,  1.51s/it, loss=0.643, mat=0.003, sens=0.917, deg=0.000
Ep 077/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:11,  1.51s/it, loss=0.671, mat=0.002, sens=0.958, deg=0.000
Ep 077/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:10,  1.51s/it, loss=0.671, mat=0.002, sens=0.958, deg=0.000
Ep 077/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 077/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:10,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:10,  1.53s/it, loss=0.660, mat=0.004, sens=0.939, deg=0.00
Ep 077/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:07,  1.52s/it, loss=0.660, mat=0.004, sens=0.939, deg=0.00
Ep 077/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:07,  1.52s/it, loss=0.707, mat=0.003, sens=1.009, deg=0.00
Ep 077/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:05,  1.51s/it, loss=0.707, mat=0.003, sens=1.009, deg=0.00
Ep 077/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:02,  1.51s/it, loss=0.624, mat=0.002, sens=0.889, deg=0.00
Ep 077/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:00,  1.51s/it, loss=0.624, mat=0.002, sens=0.889, deg=0.00
Ep 077/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:00,  1.51s/it, loss=0.599, mat=0.004, sens=0.852, deg=0.00
Ep 077/100 [S4:finetune]:  40%|▍| 105/264 [02:39<03:59,  1.51s/it, loss=0.599, mat=0.004, sens=0.852, deg=0.00
Ep 077/100 [S4:finetune]:  40%|▍| 105/264 [02:40<03:59,  1.51s/it, loss=0.613, mat=0.006, sens=0.872, deg=0.00
Ep 077/100 [S4:finetune]:  40%|▍| 106/264 [02:40<03:57,  1.51s/it, loss=0.613, mat=0.006, sens=0.872, deg=0.00
Ep 077/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:57,  1.51s/it, loss=0.609, mat=0.004, sens=0.867, deg=0.00
Ep 077/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:56,  1.50s/it, loss=0.609, mat=0.004, sens=0.867, deg=0.00
Ep 077/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:56,  1.50s/it, loss=0.013, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  41%|▍| 108/264 [02:43<03:54,  1.50s/it, loss=0.013, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:54,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:52,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:52,  1.50s/it, loss=0.617, mat=0.004, sens=0.879, deg=0.00
Ep 077/100 [S4:finetune]:  42%|▍| 110/264 [02:46<03:51,  1.50s/it, loss=0.617, mat=0.004, sens=0.879, deg=0.00
Ep 077/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:51,  1.50s/it, loss=0.610, mat=0.003, sens=0.870, deg=0.00
Ep 077/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:49,  1.50s/it, loss=0.610, mat=0.003, sens=0.870, deg=0.00
Ep 077/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:49,  1.50s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.00
Ep 077/100 [S4:finetune]:  42%|▍| 112/264 [02:49<03:48,  1.50s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.00
Ep 077/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:48,  1.50s/it, loss=0.651, mat=0.003, sens=0.925, deg=0.00
Ep 077/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:46,  1.50s/it, loss=0.651, mat=0.003, sens=0.925, deg=0.00
Ep 077/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:46,  1.50s/it, loss=0.645, mat=0.003, sens=0.916, deg=0.00
Ep 077/100 [S4:finetune]:  43%|▍| 114/264 [02:52<03:45,  1.50s/it, loss=0.645, mat=0.003, sens=0.916, deg=0.00
Ep 077/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:45,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:50,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:50,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  44%|▍| 116/264 [02:55<03:47,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:47,  1.54s/it, loss=0.666, mat=0.004, sens=0.949, deg=0.00
Ep 077/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:44,  1.53s/it, loss=0.666, mat=0.004, sens=0.949, deg=0.00
Ep 077/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:44,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  45%|▍| 118/264 [02:58<03:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.636, mat=0.004, sens=0.905, deg=0.00
Ep 077/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:39,  1.51s/it, loss=0.636, mat=0.004, sens=0.905, deg=0.00
Ep 077/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:39,  1.51s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.00
Ep 077/100 [S4:finetune]:  45%|▍| 120/264 [03:01<03:37,  1.51s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.00
Ep 077/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:37,  1.51s/it, loss=0.652, mat=0.003, sens=0.926, deg=0.00
Ep 077/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:35,  1.51s/it, loss=0.652, mat=0.003, sens=0.926, deg=0.00
Ep 077/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:35,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  46%|▍| 122/264 [03:04<03:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:34,  1.51s/it, loss=0.699, mat=0.003, sens=0.994, deg=0.00
Ep 077/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:32,  1.51s/it, loss=0.699, mat=0.003, sens=0.994, deg=0.00
Ep 077/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:32,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  47%|▍| 124/264 [03:07<03:30,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:30,  1.50s/it, loss=0.669, mat=0.003, sens=0.953, deg=0.00
Ep 077/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:28,  1.50s/it, loss=0.669, mat=0.003, sens=0.953, deg=0.00
Ep 077/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:28,  1.50s/it, loss=0.683, mat=0.002, sens=0.974, deg=0.00
Ep 077/100 [S4:finetune]:  48%|▍| 126/264 [03:10<03:27,  1.50s/it, loss=0.683, mat=0.002, sens=0.974, deg=0.00
Ep 077/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:27,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:29,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  48%|▍| 128/264 [03:13<03:26,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:26,  1.52s/it, loss=0.614, mat=0.003, sens=0.873, deg=0.00
Ep 077/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:24,  1.51s/it, loss=0.614, mat=0.003, sens=0.873, deg=0.00
Ep 077/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:24,  1.51s/it, loss=0.572, mat=0.005, sens=0.813, deg=0.00
Ep 077/100 [S4:finetune]:  49%|▍| 130/264 [03:16<03:22,  1.51s/it, loss=0.572, mat=0.005, sens=0.813, deg=0.00
Ep 077/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  50%|▌| 132/264 [03:19<03:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:17,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:17,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  51%|▌| 134/264 [03:22<03:15,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:15,  1.50s/it, loss=0.633, mat=0.005, sens=0.902, deg=0.00
Ep 077/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:13,  1.50s/it, loss=0.633, mat=0.005, sens=0.902, deg=0.00
Ep 077/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:13,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  52%|▌| 136/264 [03:25<03:12,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:12,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:10,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:10,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  52%|▌| 138/264 [03:28<03:09,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:09,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:08,  1.51s/it, loss=0.715, mat=0.004, sens=1.018, deg=0.00
Ep 077/100 [S4:finetune]:  53%|▌| 140/264 [03:31<03:07,  1.51s/it, loss=0.715, mat=0.004, sens=1.018, deg=0.00
Ep 077/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.590, mat=0.003, sens=0.841, deg=0.00
Ep 077/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:05,  1.51s/it, loss=0.590, mat=0.003, sens=0.841, deg=0.00
Ep 077/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  54%|▌| 142/264 [03:34<03:04,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.608, mat=0.003, sens=0.866, deg=0.00
Ep 077/100 [S4:finetune]:  54%|▌| 143/264 [03:36<03:02,  1.51s/it, loss=0.608, mat=0.003, sens=0.866, deg=0.00
Ep 077/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  55%|▌| 144/264 [03:37<03:00,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:00,  1.51s/it, loss=0.643, mat=0.005, sens=0.916, deg=0.00
Ep 077/100 [S4:finetune]:  55%|▌| 145/264 [03:39<02:59,  1.51s/it, loss=0.643, mat=0.005, sens=0.916, deg=0.00
Ep 077/100 [S4:finetune]:  55%|▌| 145/264 [03:41<02:59,  1.51s/it, loss=0.606, mat=0.002, sens=0.857, deg=0.00
Ep 077/100 [S4:finetune]:  55%|▌| 146/264 [03:41<03:00,  1.53s/it, loss=0.606, mat=0.002, sens=0.857, deg=0.00
Ep 077/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:00,  1.53s/it, loss=0.600, mat=0.004, sens=0.854, deg=0.00
Ep 077/100 [S4:finetune]:  56%|▌| 147/264 [03:42<02:58,  1.52s/it, loss=0.600, mat=0.004, sens=0.854, deg=0.00
Ep 077/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:55,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  56%|▌| 149/264 [03:45<02:53,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 077/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:51,  1.51s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 077/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  57%|▌| 151/264 [03:48<02:50,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:48,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:48,  1.50s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 077/100 [S4:finetune]:  58%|▌| 153/264 [03:51<02:46,  1.50s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 077/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:46,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:45,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:45,  1.50s/it, loss=0.618, mat=0.003, sens=0.879, deg=0.00
Ep 077/100 [S4:finetune]:  59%|▌| 155/264 [03:54<02:43,  1.50s/it, loss=0.618, mat=0.003, sens=0.879, deg=0.00
Ep 077/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:43,  1.50s/it, loss=0.599, mat=0.004, sens=0.853, deg=0.00
Ep 077/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.50s/it, loss=0.599, mat=0.004, sens=0.853, deg=0.00
Ep 077/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:42,  1.50s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  59%|▌| 157/264 [03:57<02:40,  1.50s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:40,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:39,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:39,  1.50s/it, loss=0.658, mat=0.003, sens=0.938, deg=0.00
Ep 077/100 [S4:finetune]:  60%|▌| 159/264 [04:00<02:37,  1.50s/it, loss=0.658, mat=0.003, sens=0.938, deg=0.00
Ep 077/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:37,  1.50s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.00
Ep 077/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:38,  1.52s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.00
Ep 077/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:38,  1.52s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.00
Ep 077/100 [S4:finetune]:  61%|▌| 161/264 [04:03<02:36,  1.52s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.00
Ep 077/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.619, mat=0.004, sens=0.882, deg=0.00
Ep 077/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:34,  1.51s/it, loss=0.619, mat=0.004, sens=0.882, deg=0.00
Ep 077/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.51s/it, loss=0.658, mat=0.002, sens=0.938, deg=0.00
Ep 077/100 [S4:finetune]:  62%|▌| 163/264 [04:06<02:32,  1.51s/it, loss=0.658, mat=0.002, sens=0.938, deg=0.00
Ep 077/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.671, mat=0.004, sens=0.956, deg=0.00
Ep 077/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:31,  1.52s/it, loss=0.671, mat=0.004, sens=0.956, deg=0.00
Ep 077/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.52s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.00
Ep 077/100 [S4:finetune]:  62%|▋| 165/264 [04:09<02:30,  1.52s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.00
Ep 077/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.615, mat=0.003, sens=0.877, deg=0.00
Ep 077/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:28,  1.51s/it, loss=0.615, mat=0.003, sens=0.877, deg=0.00
Ep 077/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:28,  1.51s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.00
Ep 077/100 [S4:finetune]:  63%|▋| 167/264 [04:12<02:26,  1.51s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.00
Ep 077/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.00
Ep 077/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:24,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.00
Ep 077/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:24,  1.51s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.00
Ep 077/100 [S4:finetune]:  64%|▋| 169/264 [04:15<02:23,  1.51s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.00
Ep 077/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.684, mat=0.003, sens=0.976, deg=0.00
Ep 077/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:21,  1.51s/it, loss=0.684, mat=0.003, sens=0.976, deg=0.00
Ep 077/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  65%|▋| 171/264 [04:18<02:19,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:19,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:20,  1.53s/it, loss=0.699, mat=0.004, sens=0.994, deg=0.00
Ep 077/100 [S4:finetune]:  66%|▋| 173/264 [04:21<02:18,  1.52s/it, loss=0.699, mat=0.004, sens=0.994, deg=0.00
Ep 077/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:18,  1.52s/it, loss=0.666, mat=0.003, sens=0.950, deg=0.00
Ep 077/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:16,  1.51s/it, loss=0.666, mat=0.003, sens=0.950, deg=0.00
Ep 077/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:16,  1.51s/it, loss=0.729, mat=0.003, sens=1.037, deg=0.00
Ep 077/100 [S4:finetune]:  66%|▋| 175/264 [04:24<02:14,  1.51s/it, loss=0.729, mat=0.003, sens=1.037, deg=0.00
Ep 077/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.612, mat=0.004, sens=0.872, deg=0.00
Ep 077/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:12,  1.51s/it, loss=0.612, mat=0.004, sens=0.872, deg=0.00
Ep 077/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  67%|▋| 177/264 [04:27<02:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:09,  1.51s/it, loss=0.632, mat=0.002, sens=0.899, deg=0.00
Ep 077/100 [S4:finetune]:  68%|▋| 179/264 [04:30<02:08,  1.51s/it, loss=0.632, mat=0.002, sens=0.899, deg=0.00
Ep 077/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.639, mat=0.004, sens=0.863, deg=0.00
Ep 077/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:06,  1.50s/it, loss=0.639, mat=0.004, sens=0.863, deg=0.00
Ep 077/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:06,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  69%|▋| 181/264 [04:33<02:05,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 077/100 [S4:finetune]:  69%|▋| 182/264 [04:35<02:03,  1.51s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 077/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  69%|▋| 183/264 [04:36<02:01,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:01,  1.50s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.00
Ep 077/100 [S4:finetune]:  70%|▋| 184/264 [04:38<02:00,  1.50s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.00
Ep 077/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:00,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  70%|▋| 185/264 [04:39<01:59,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.614, mat=0.004, sens=0.875, deg=0.00
Ep 077/100 [S4:finetune]:  70%|▋| 186/264 [04:41<01:57,  1.50s/it, loss=0.614, mat=0.004, sens=0.875, deg=0.00
Ep 077/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:57,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  71%|▋| 187/264 [04:42<01:55,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:55,  1.50s/it, loss=0.703, mat=0.003, sens=1.002, deg=0.00
Ep 077/100 [S4:finetune]:  71%|▋| 188/264 [04:44<01:54,  1.51s/it, loss=0.703, mat=0.003, sens=1.002, deg=0.00
Ep 077/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.609, mat=0.003, sens=0.868, deg=0.00
Ep 077/100 [S4:finetune]:  72%|▋| 189/264 [04:45<01:53,  1.51s/it, loss=0.609, mat=0.003, sens=0.868, deg=0.00
Ep 077/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  72%|▋| 190/264 [04:47<01:53,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:53,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  72%|▋| 191/264 [04:48<01:51,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:51,  1.52s/it, loss=0.622, mat=0.004, sens=0.886, deg=0.00
Ep 077/100 [S4:finetune]:  73%|▋| 192/264 [04:50<01:49,  1.52s/it, loss=0.622, mat=0.004, sens=0.886, deg=0.00
Ep 077/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:49,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  73%|▋| 193/264 [04:51<01:47,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:47,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  73%|▋| 194/264 [04:53<01:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.643, mat=0.005, sens=0.916, deg=0.00
Ep 077/100 [S4:finetune]:  74%|▋| 195/264 [04:54<01:43,  1.51s/it, loss=0.643, mat=0.005, sens=0.916, deg=0.00
Ep 077/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:43,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  74%|▋| 196/264 [04:56<01:42,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:42,  1.50s/it, loss=0.617, mat=0.003, sens=0.880, deg=0.00
Ep 077/100 [S4:finetune]:  75%|▋| 197/264 [04:57<01:40,  1.50s/it, loss=0.617, mat=0.003, sens=0.880, deg=0.00
Ep 077/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:40,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  75%|▊| 198/264 [04:59<01:39,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  75%|▊| 199/264 [05:00<01:37,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:37,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  76%|▊| 200/264 [05:02<01:36,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.50s/it, loss=0.674, mat=0.004, sens=0.961, deg=0.00
Ep 077/100 [S4:finetune]:  76%|▊| 201/264 [05:03<01:34,  1.50s/it, loss=0.674, mat=0.004, sens=0.961, deg=0.00
Ep 077/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:34,  1.50s/it, loss=0.623, mat=0.002, sens=0.889, deg=0.00
Ep 077/100 [S4:finetune]:  77%|▊| 202/264 [05:05<01:33,  1.50s/it, loss=0.623, mat=0.002, sens=0.889, deg=0.00
Ep 077/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.50s/it, loss=0.618, mat=0.003, sens=0.880, deg=0.00
Ep 077/100 [S4:finetune]:  77%|▊| 203/264 [05:06<01:31,  1.50s/it, loss=0.618, mat=0.003, sens=0.880, deg=0.00
Ep 077/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:31,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  77%|▊| 204/264 [05:08<01:30,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.50s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:29,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  78%|▊| 206/264 [05:11<01:27,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.52s/it, loss=0.585, mat=0.003, sens=0.831, deg=0.00
Ep 077/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:26,  1.51s/it, loss=0.585, mat=0.003, sens=0.831, deg=0.00
Ep 077/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:26,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  79%|▊| 208/264 [05:14<01:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:23,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:23,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  80%|▊| 210/264 [05:17<01:21,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.51s/it, loss=0.658, mat=0.003, sens=0.938, deg=0.00
Ep 077/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:19,  1.51s/it, loss=0.658, mat=0.003, sens=0.938, deg=0.00
Ep 077/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:19,  1.51s/it, loss=0.580, mat=0.004, sens=0.827, deg=0.00
Ep 077/100 [S4:finetune]:  80%|▊| 212/264 [05:20<01:18,  1.51s/it, loss=0.580, mat=0.004, sens=0.827, deg=0.00
Ep 077/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.627, mat=0.005, sens=0.893, deg=0.00
Ep 077/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:17,  1.52s/it, loss=0.627, mat=0.005, sens=0.893, deg=0.00
Ep 077/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:17,  1.52s/it, loss=0.596, mat=0.003, sens=0.850, deg=0.00
Ep 077/100 [S4:finetune]:  81%|▊| 214/264 [05:23<01:15,  1.51s/it, loss=0.596, mat=0.003, sens=0.850, deg=0.00
Ep 077/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 077/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:14,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 077/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:14,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  82%|▊| 216/264 [05:26<01:12,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:11,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  83%|▊| 218/264 [05:29<01:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:08,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:08,  1.51s/it, loss=0.576, mat=0.003, sens=0.820, deg=0.00
Ep 077/100 [S4:finetune]:  83%|▊| 220/264 [05:32<01:06,  1.51s/it, loss=0.576, mat=0.003, sens=0.820, deg=0.00
Ep 077/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:04,  1.51s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.00
Ep 077/100 [S4:finetune]:  84%|▊| 222/264 [05:35<01:03,  1.51s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.00
Ep 077/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:01,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:01,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  85%|▊| 224/264 [05:38<01:00,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  85%|▊| 225/264 [05:40<00:58,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:58,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  86%|▊| 226/264 [05:41<00:57,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.50s/it, loss=0.529, mat=0.002, sens=0.754, deg=0.00
Ep 077/100 [S4:finetune]:  86%|▊| 227/264 [05:43<00:55,  1.50s/it, loss=0.529, mat=0.002, sens=0.754, deg=0.00
Ep 077/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:55,  1.50s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.00
Ep 077/100 [S4:finetune]:  86%|▊| 228/264 [05:44<00:54,  1.50s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.00
Ep 077/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.50s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.00
Ep 077/100 [S4:finetune]:  87%|▊| 229/264 [05:46<00:52,  1.50s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.00
Ep 077/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:52,  1.50s/it, loss=0.584, mat=0.003, sens=0.831, deg=0.00
Ep 077/100 [S4:finetune]:  87%|▊| 230/264 [05:47<00:51,  1.50s/it, loss=0.584, mat=0.003, sens=0.831, deg=0.00
Ep 077/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  88%|▉| 231/264 [05:49<00:49,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:49,  1.50s/it, loss=0.604, mat=0.005, sens=0.859, deg=0.00
Ep 077/100 [S4:finetune]:  88%|▉| 232/264 [05:50<00:48,  1.50s/it, loss=0.604, mat=0.005, sens=0.859, deg=0.00
Ep 077/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  88%|▉| 233/264 [05:52<00:46,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  89%|▉| 234/264 [05:53<00:45,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.50s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.00
Ep 077/100 [S4:finetune]:  89%|▉| 235/264 [05:55<00:43,  1.50s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.00
Ep 077/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:43,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  89%|▉| 236/264 [05:56<00:42,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.53s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.00
Ep 077/100 [S4:finetune]:  90%|▉| 237/264 [05:58<00:41,  1.53s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.00
Ep 077/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:41,  1.53s/it, loss=0.594, mat=0.004, sens=0.847, deg=0.00
Ep 077/100 [S4:finetune]:  90%|▉| 238/264 [05:59<00:39,  1.52s/it, loss=0.594, mat=0.004, sens=0.847, deg=0.00
Ep 077/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.52s/it, loss=0.582, mat=0.002, sens=0.829, deg=0.00
Ep 077/100 [S4:finetune]:  91%|▉| 239/264 [06:01<00:37,  1.52s/it, loss=0.582, mat=0.002, sens=0.829, deg=0.00
Ep 077/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.52s/it, loss=0.574, mat=0.003, sens=0.817, deg=0.00
Ep 077/100 [S4:finetune]:  91%|▉| 240/264 [06:02<00:36,  1.52s/it, loss=0.574, mat=0.003, sens=0.817, deg=0.00
Ep 077/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  91%|▉| 241/264 [06:04<00:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:34,  1.51s/it, loss=0.580, mat=0.003, sens=0.826, deg=0.00
Ep 077/100 [S4:finetune]:  92%|▉| 242/264 [06:05<00:33,  1.51s/it, loss=0.580, mat=0.003, sens=0.826, deg=0.00
Ep 077/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.51s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 077/100 [S4:finetune]:  92%|▉| 243/264 [06:07<00:31,  1.50s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 077/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.50s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.00
Ep 077/100 [S4:finetune]:  92%|▉| 244/264 [06:08<00:30,  1.50s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.00
Ep 077/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.50s/it, loss=0.609, mat=0.003, sens=0.868, deg=0.00
Ep 077/100 [S4:finetune]:  93%|▉| 245/264 [06:10<00:28,  1.50s/it, loss=0.609, mat=0.003, sens=0.868, deg=0.00
Ep 077/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.50s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.00
Ep 077/100 [S4:finetune]:  93%|▉| 246/264 [06:11<00:27,  1.50s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.00
Ep 077/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  94%|▉| 247/264 [06:13<00:25,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.50s/it, loss=0.660, mat=0.003, sens=0.941, deg=0.00
Ep 077/100 [S4:finetune]:  94%|▉| 248/264 [06:14<00:24,  1.50s/it, loss=0.660, mat=0.003, sens=0.941, deg=0.00
Ep 077/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.50s/it, loss=0.652, mat=0.003, sens=0.930, deg=0.00
Ep 077/100 [S4:finetune]:  94%|▉| 249/264 [06:16<00:22,  1.50s/it, loss=0.652, mat=0.003, sens=0.930, deg=0.00
Ep 077/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.50s/it, loss=0.629, mat=0.004, sens=0.896, deg=0.00
Ep 077/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.53s/it, loss=0.629, mat=0.004, sens=0.896, deg=0.00
Ep 077/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  95%|▉| 251/264 [06:19<00:19,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.52s/it, loss=0.663, mat=0.004, sens=0.944, deg=0.00
Ep 077/100 [S4:finetune]:  96%|▉| 253/264 [06:22<00:16,  1.51s/it, loss=0.663, mat=0.004, sens=0.944, deg=0.00
Ep 077/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.51s/it, loss=0.662, mat=0.003, sens=0.943, deg=0.00
Ep 077/100 [S4:finetune]:  97%|▉| 255/264 [06:25<00:13,  1.51s/it, loss=0.662, mat=0.003, sens=0.943, deg=0.00
Ep 077/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.654, mat=0.003, sens=0.932, deg=0.00
Ep 077/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.51s/it, loss=0.654, mat=0.003, sens=0.932, deg=0.00
Ep 077/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  97%|▉| 257/264 [06:28<00:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.662, mat=0.003, sens=0.942, deg=0.00
Ep 077/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.50s/it, loss=0.662, mat=0.003, sens=0.942, deg=0.00
Ep 077/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  98%|▉| 259/264 [06:31<00:07,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.50s/it, loss=0.681, mat=0.002, sens=0.969, deg=0.00
Ep 077/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.50s/it, loss=0.681, mat=0.002, sens=0.969, deg=0.00
Ep 077/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:06,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  99%|▉| 261/264 [06:34<00:04,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.50s/it, loss=0.713, mat=0.002, sens=1.017, deg=0.00
Ep 077/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.55s/it, loss=0.713, mat=0.002, sens=1.017, deg=0.00
Ep 077/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.55s/it, loss=0.683, mat=0.003, sens=0.975, deg=0.00
Ep 077/100 [S4:finetune]: 100%|▉| 263/264 [06:37<00:01,  1.53s/it, loss=0.683, mat=0.003, sens=0.975, deg=0.00
Ep 077/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 077/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
                                                                                                              
Epoch 077/100 [S4:finetune]  loss=0.3398  mat=0.0032  sens=0.4822  deg=0.0002  orth=0.0013  α=0.3 β=0.7 γ=0.2  399s

Ep 078/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 078/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 078/100 [S4:finetune]:   0%| | 1/264 [00:02<08:49,  2.01s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 078/100 [S4:finetune]:   0%| | 1/264 [00:03<08:49,  2.01s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.000]
Ep 078/100 [S4:finetune]:   1%| | 2/264 [00:03<07:28,  1.71s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.000]
Ep 078/100 [S4:finetune]:   1%| | 2/264 [00:05<07:28,  1.71s/it, loss=0.647, mat=0.003, sens=0.920, deg=0.000]
Ep 078/100 [S4:finetune]:   1%| | 3/264 [00:05<07:00,  1.61s/it, loss=0.647, mat=0.003, sens=0.920, deg=0.000]
Ep 078/100 [S4:finetune]:   1%| | 3/264 [00:06<07:00,  1.61s/it, loss=0.684, mat=0.003, sens=0.972, deg=0.000]
Ep 078/100 [S4:finetune]:   2%| | 4/264 [00:06<06:47,  1.57s/it, loss=0.684, mat=0.003, sens=0.972, deg=0.000]
Ep 078/100 [S4:finetune]:   2%| | 4/264 [00:08<06:47,  1.57s/it, loss=0.720, mat=0.005, sens=1.023, deg=0.000]
Ep 078/100 [S4:finetune]:   2%| | 5/264 [00:08<06:39,  1.54s/it, loss=0.720, mat=0.005, sens=1.023, deg=0.000]
Ep 078/100 [S4:finetune]:   2%| | 5/264 [00:09<06:39,  1.54s/it, loss=0.673, mat=0.003, sens=0.959, deg=0.000]
Ep 078/100 [S4:finetune]:   2%| | 6/264 [00:09<06:34,  1.53s/it, loss=0.673, mat=0.003, sens=0.959, deg=0.000]
Ep 078/100 [S4:finetune]:   2%| | 6/264 [00:11<06:34,  1.53s/it, loss=0.702, mat=0.002, sens=1.001, deg=0.000]
Ep 078/100 [S4:finetune]:   3%| | 7/264 [00:11<06:30,  1.52s/it, loss=0.702, mat=0.002, sens=1.001, deg=0.000]
Ep 078/100 [S4:finetune]:   3%| | 7/264 [00:12<06:30,  1.52s/it, loss=0.655, mat=0.003, sens=0.932, deg=0.000]
Ep 078/100 [S4:finetune]:   3%| | 8/264 [00:12<06:27,  1.51s/it, loss=0.655, mat=0.003, sens=0.932, deg=0.000]
Ep 078/100 [S4:finetune]:   3%| | 8/264 [00:14<06:27,  1.51s/it, loss=0.679, mat=0.004, sens=0.968, deg=0.000]
Ep 078/100 [S4:finetune]:   3%| | 9/264 [00:14<06:24,  1.51s/it, loss=0.679, mat=0.004, sens=0.968, deg=0.000]
Ep 078/100 [S4:finetune]:   3%| | 9/264 [00:15<06:24,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 078/100 [S4:finetune]:   4%| | 10/264 [00:15<06:31,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:   4%| | 10/264 [00:17<06:31,  1.54s/it, loss=0.710, mat=0.002, sens=1.011, deg=0.000
Ep 078/100 [S4:finetune]:   4%| | 11/264 [00:17<06:27,  1.53s/it, loss=0.710, mat=0.002, sens=1.011, deg=0.000
Ep 078/100 [S4:finetune]:   4%| | 11/264 [00:18<06:27,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:   5%| | 12/264 [00:18<06:23,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:   5%| | 12/264 [00:20<06:23,  1.52s/it, loss=0.687, mat=0.003, sens=0.979, deg=0.000
Ep 078/100 [S4:finetune]:   5%| | 13/264 [00:20<06:20,  1.51s/it, loss=0.687, mat=0.003, sens=0.979, deg=0.000
Ep 078/100 [S4:finetune]:   5%| | 13/264 [00:21<06:20,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.000
Ep 078/100 [S4:finetune]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.000
Ep 078/100 [S4:finetune]:   6%| | 15/264 [00:24<06:16,  1.51s/it, loss=0.813, mat=0.005, sens=1.157, deg=0.000
Ep 078/100 [S4:finetune]:   6%| | 16/264 [00:24<06:14,  1.51s/it, loss=0.813, mat=0.005, sens=1.157, deg=0.000
Ep 078/100 [S4:finetune]:   6%| | 16/264 [00:26<06:14,  1.51s/it, loss=0.651, mat=0.004, sens=0.928, deg=0.000
Ep 078/100 [S4:finetune]:   6%| | 17/264 [00:26<06:12,  1.51s/it, loss=0.651, mat=0.004, sens=0.928, deg=0.000
Ep 078/100 [S4:finetune]:   6%| | 17/264 [00:27<06:12,  1.51s/it, loss=0.639, mat=0.003, sens=0.911, deg=0.000
Ep 078/100 [S4:finetune]:   7%| | 18/264 [00:27<06:10,  1.51s/it, loss=0.639, mat=0.003, sens=0.911, deg=0.000
Ep 078/100 [S4:finetune]:   7%| | 18/264 [00:29<06:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:   7%| | 19/264 [00:29<06:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:   7%| | 19/264 [00:30<06:08,  1.51s/it, loss=0.681, mat=0.003, sens=0.970, deg=0.000
Ep 078/100 [S4:finetune]:   8%| | 20/264 [00:30<06:07,  1.51s/it, loss=0.681, mat=0.003, sens=0.970, deg=0.000
Ep 078/100 [S4:finetune]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 078/100 [S4:finetune]:   8%| | 21/264 [00:32<06:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 078/100 [S4:finetune]:   8%| | 21/264 [00:33<06:06,  1.51s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.000
Ep 078/100 [S4:finetune]:   8%| | 22/264 [00:33<06:04,  1.51s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.000
Ep 078/100 [S4:finetune]:   8%| | 22/264 [00:35<06:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:   9%| | 23/264 [00:35<06:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:   9%| | 23/264 [00:36<06:06,  1.52s/it, loss=0.608, mat=0.004, sens=0.865, deg=0.000
Ep 078/100 [S4:finetune]:   9%| | 24/264 [00:36<06:04,  1.52s/it, loss=0.608, mat=0.004, sens=0.865, deg=0.000
Ep 078/100 [S4:finetune]:   9%| | 24/264 [00:38<06:04,  1.52s/it, loss=0.617, mat=0.003, sens=0.880, deg=0.000
Ep 078/100 [S4:finetune]:   9%| | 25/264 [00:38<06:01,  1.51s/it, loss=0.617, mat=0.003, sens=0.880, deg=0.000
Ep 078/100 [S4:finetune]:   9%| | 25/264 [00:39<06:01,  1.51s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.000
Ep 078/100 [S4:finetune]:  10%| | 26/264 [00:39<05:59,  1.51s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.000
Ep 078/100 [S4:finetune]:  10%| | 26/264 [00:41<05:59,  1.51s/it, loss=0.586, mat=0.003, sens=0.835, deg=0.000
Ep 078/100 [S4:finetune]:  10%| | 27/264 [00:41<05:57,  1.51s/it, loss=0.586, mat=0.003, sens=0.835, deg=0.000
Ep 078/100 [S4:finetune]:  10%| | 27/264 [00:42<05:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  11%| | 28/264 [00:42<05:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  11%| | 28/264 [00:44<05:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  11%| | 29/264 [00:44<05:59,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  11%| | 29/264 [00:45<05:59,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  11%| | 30/264 [00:45<05:55,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  11%| | 30/264 [00:47<05:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  12%| | 31/264 [00:48<05:52,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  12%| | 32/264 [00:48<05:50,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  12%| | 32/264 [00:50<05:50,  1.51s/it, loss=0.597, mat=0.003, sens=0.848, deg=0.000
Ep 078/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:49,  1.51s/it, loss=0.597, mat=0.003, sens=0.848, deg=0.000
Ep 078/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:49,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  13%|▏| 34/264 [00:51<05:47,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:45,  1.51s/it, loss=0.608, mat=0.003, sens=0.867, deg=0.000
Ep 078/100 [S4:finetune]:  14%|▏| 36/264 [00:54<05:44,  1.51s/it, loss=0.608, mat=0.003, sens=0.867, deg=0.000
Ep 078/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:44,  1.51s/it, loss=0.628, mat=0.004, sens=0.893, deg=0.000
Ep 078/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:42,  1.51s/it, loss=0.628, mat=0.004, sens=0.893, deg=0.000
Ep 078/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  14%|▏| 38/264 [00:57<05:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:39,  1.51s/it, loss=0.576, mat=0.003, sens=0.819, deg=0.000
Ep 078/100 [S4:finetune]:  15%|▏| 40/264 [01:00<05:37,  1.51s/it, loss=0.576, mat=0.003, sens=0.819, deg=0.000
Ep 078/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:37,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:36,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:36,  1.51s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.000
Ep 078/100 [S4:finetune]:  16%|▏| 42/264 [01:03<05:35,  1.51s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.000
Ep 078/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:38,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:38,  1.53s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.000
Ep 078/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:35,  1.53s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.000
Ep 078/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:35,  1.53s/it, loss=0.648, mat=0.003, sens=0.924, deg=0.000
Ep 078/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:33,  1.52s/it, loss=0.648, mat=0.003, sens=0.924, deg=0.000
Ep 078/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:33,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:31,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:31,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:31,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:29,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:26,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:26,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:24,  1.52s/it, loss=0.569, mat=0.002, sens=0.811, deg=0.000
Ep 078/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:21,  1.51s/it, loss=0.569, mat=0.002, sens=0.811, deg=0.000
Ep 078/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:20,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:20,  1.51s/it, loss=0.592, mat=0.003, sens=0.844, deg=0.000
Ep 078/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:18,  1.51s/it, loss=0.592, mat=0.003, sens=0.844, deg=0.000
Ep 078/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:16,  1.51s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.000
Ep 078/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:20,  1.53s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.000
Ep 078/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:20,  1.53s/it, loss=0.646, mat=0.003, sens=0.922, deg=0.000
Ep 078/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:17,  1.53s/it, loss=0.646, mat=0.003, sens=0.922, deg=0.000
Ep 078/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:17,  1.53s/it, loss=0.578, mat=0.003, sens=0.816, deg=0.000
Ep 078/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:14,  1.52s/it, loss=0.578, mat=0.003, sens=0.816, deg=0.000
Ep 078/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.742, mat=0.003, sens=1.058, deg=0.000
Ep 078/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.742, mat=0.003, sens=1.058, deg=0.000
Ep 078/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:12,  1.52s/it, loss=0.709, mat=0.003, sens=1.010, deg=0.000
Ep 078/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:10,  1.51s/it, loss=0.709, mat=0.003, sens=1.010, deg=0.000
Ep 078/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:10,  1.51s/it, loss=0.624, mat=0.002, sens=0.890, deg=0.000
Ep 078/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.624, mat=0.002, sens=0.890, deg=0.000
Ep 078/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:08,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.000
Ep 078/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:06,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.000
Ep 078/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:06,  1.51s/it, loss=0.736, mat=0.003, sens=1.050, deg=0.000
Ep 078/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:05,  1.51s/it, loss=0.736, mat=0.003, sens=1.050, deg=0.000
Ep 078/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:05,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.000
Ep 078/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:03,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.000
Ep 078/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  25%|▏| 65/264 [01:38<05:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:00,  1.51s/it, loss=0.665, mat=0.002, sens=0.948, deg=0.000
Ep 078/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.665, mat=0.002, sens=0.948, deg=0.000
Ep 078/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:58,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.671, mat=0.003, sens=0.957, deg=0.000
Ep 078/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:55,  1.51s/it, loss=0.671, mat=0.003, sens=0.957, deg=0.000
Ep 078/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:55,  1.51s/it, loss=0.693, mat=0.003, sens=0.988, deg=0.000
Ep 078/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:53,  1.51s/it, loss=0.693, mat=0.003, sens=0.988, deg=0.000
Ep 078/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:52,  1.51s/it, loss=0.638, mat=0.002, sens=0.908, deg=0.000
Ep 078/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:52,  1.52s/it, loss=0.638, mat=0.002, sens=0.908, deg=0.000
Ep 078/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:51,  1.52s/it, loss=0.678, mat=0.005, sens=0.964, deg=0.000
Ep 078/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:53,  1.54s/it, loss=0.678, mat=0.005, sens=0.964, deg=0.000
Ep 078/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:53,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:50,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:50,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:47,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:47,  1.52s/it, loss=0.656, mat=0.002, sens=0.934, deg=0.000
Ep 078/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:45,  1.52s/it, loss=0.656, mat=0.002, sens=0.934, deg=0.000
Ep 078/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:45,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:43,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:43,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:35,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:35,  1.51s/it, loss=0.593, mat=0.003, sens=0.846, deg=0.000
Ep 078/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:33,  1.51s/it, loss=0.593, mat=0.003, sens=0.846, deg=0.000
Ep 078/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:33,  1.51s/it, loss=0.678, mat=0.003, sens=0.966, deg=0.000
Ep 078/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:31,  1.51s/it, loss=0.678, mat=0.003, sens=0.966, deg=0.000
Ep 078/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:31,  1.51s/it, loss=0.671, mat=0.003, sens=0.957, deg=0.000
Ep 078/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:30,  1.51s/it, loss=0.671, mat=0.003, sens=0.957, deg=0.000
Ep 078/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:28,  1.51s/it, loss=0.703, mat=0.005, sens=1.002, deg=0.000
Ep 078/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:26,  1.51s/it, loss=0.703, mat=0.005, sens=1.002, deg=0.000
Ep 078/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.51s/it, loss=0.718, mat=0.004, sens=1.024, deg=0.000
Ep 078/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:29,  1.53s/it, loss=0.718, mat=0.004, sens=1.024, deg=0.000
Ep 078/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:29,  1.53s/it, loss=0.670, mat=0.003, sens=0.956, deg=0.000
Ep 078/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:26,  1.52s/it, loss=0.670, mat=0.003, sens=0.956, deg=0.000
Ep 078/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:26,  1.52s/it, loss=0.668, mat=0.003, sens=0.952, deg=0.000
Ep 078/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:24,  1.52s/it, loss=0.668, mat=0.003, sens=0.952, deg=0.000
Ep 078/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.717, mat=0.003, sens=1.022, deg=0.000
Ep 078/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:20,  1.52s/it, loss=0.717, mat=0.003, sens=1.022, deg=0.000
Ep 078/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:17,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:17,  1.52s/it, loss=0.538, mat=0.003, sens=0.768, deg=0.000
Ep 078/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:15,  1.51s/it, loss=0.538, mat=0.003, sens=0.768, deg=0.000
Ep 078/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:15,  1.52s/it, loss=0.628, mat=0.003, sens=0.895, deg=0.000
Ep 078/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:14,  1.52s/it, loss=0.628, mat=0.003, sens=0.895, deg=0.000
Ep 078/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:14,  1.52s/it, loss=0.542, mat=0.002, sens=0.771, deg=0.000
Ep 078/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:12,  1.52s/it, loss=0.542, mat=0.002, sens=0.771, deg=0.000
Ep 078/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:12,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:10,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:10,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 078/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:12,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:12,  1.54s/it, loss=0.594, mat=0.005, sens=0.845, deg=0.00
Ep 078/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:09,  1.53s/it, loss=0.594, mat=0.005, sens=0.845, deg=0.00
Ep 078/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:09,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:06,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:05,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:05,  1.53s/it, loss=0.577, mat=0.004, sens=0.823, deg=0.00
Ep 078/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:03,  1.52s/it, loss=0.577, mat=0.004, sens=0.823, deg=0.00
Ep 078/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:03,  1.52s/it, loss=0.558, mat=0.002, sens=0.794, deg=0.00
Ep 078/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:01,  1.52s/it, loss=0.558, mat=0.002, sens=0.794, deg=0.00
Ep 078/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:01,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:59,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:59,  1.52s/it, loss=0.562, mat=0.003, sens=0.802, deg=0.00
Ep 078/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:57,  1.51s/it, loss=0.562, mat=0.003, sens=0.802, deg=0.00
Ep 078/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:57,  1.51s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.00
Ep 078/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:56,  1.51s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.00
Ep 078/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:56,  1.51s/it, loss=0.557, mat=0.003, sens=0.794, deg=0.00
Ep 078/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:54,  1.51s/it, loss=0.557, mat=0.003, sens=0.794, deg=0.00
Ep 078/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:54,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:52,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:52,  1.51s/it, loss=0.556, mat=0.003, sens=0.788, deg=0.00
Ep 078/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:51,  1.51s/it, loss=0.556, mat=0.003, sens=0.788, deg=0.00
Ep 078/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.51s/it, loss=0.564, mat=0.003, sens=0.803, deg=0.00
Ep 078/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:49,  1.51s/it, loss=0.564, mat=0.003, sens=0.803, deg=0.00
Ep 078/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.582, mat=0.002, sens=0.829, deg=0.00
Ep 078/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:47,  1.51s/it, loss=0.582, mat=0.002, sens=0.829, deg=0.00
Ep 078/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:47,  1.51s/it, loss=0.618, mat=0.005, sens=0.880, deg=0.00
Ep 078/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.618, mat=0.005, sens=0.880, deg=0.00
Ep 078/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.699, mat=0.003, sens=0.994, deg=0.00
Ep 078/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:44,  1.51s/it, loss=0.699, mat=0.003, sens=0.994, deg=0.00
Ep 078/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:44,  1.51s/it, loss=0.664, mat=0.003, sens=0.944, deg=0.00
Ep 078/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:43,  1.51s/it, loss=0.664, mat=0.003, sens=0.944, deg=0.00
Ep 078/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:43,  1.51s/it, loss=0.634, mat=0.003, sens=0.901, deg=0.00
Ep 078/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:42,  1.51s/it, loss=0.634, mat=0.003, sens=0.901, deg=0.00
Ep 078/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:42,  1.51s/it, loss=0.556, mat=0.003, sens=0.791, deg=0.00
Ep 078/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.556, mat=0.003, sens=0.791, deg=0.00
Ep 078/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.694, mat=0.003, sens=0.989, deg=0.00
Ep 078/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:42,  1.53s/it, loss=0.694, mat=0.003, sens=0.989, deg=0.00
Ep 078/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:42,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:41,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:41,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:39,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:39,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:36,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:36,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:34,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:34,  1.52s/it, loss=0.621, mat=0.004, sens=0.883, deg=0.00
Ep 078/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:32,  1.52s/it, loss=0.621, mat=0.004, sens=0.883, deg=0.00
Ep 078/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:30,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:29,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.619, mat=0.003, sens=0.880, deg=0.00
Ep 078/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:27,  1.52s/it, loss=0.619, mat=0.003, sens=0.880, deg=0.00
Ep 078/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:27,  1.52s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.00
Ep 078/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.00
Ep 078/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:23,  1.51s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 078/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:22,  1.51s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 078/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:22,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:20,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:20,  1.53s/it, loss=0.542, mat=0.004, sens=0.770, deg=0.00
Ep 078/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:18,  1.53s/it, loss=0.542, mat=0.004, sens=0.770, deg=0.00
Ep 078/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:18,  1.53s/it, loss=0.572, mat=0.004, sens=0.815, deg=0.00
Ep 078/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:16,  1.52s/it, loss=0.572, mat=0.004, sens=0.815, deg=0.00
Ep 078/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.555, mat=0.004, sens=0.790, deg=0.00
Ep 078/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:14,  1.52s/it, loss=0.555, mat=0.004, sens=0.790, deg=0.00
Ep 078/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.52s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.00
Ep 078/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:10,  1.51s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.00
Ep 078/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:09,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.516, mat=0.004, sens=0.735, deg=0.00
Ep 078/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:04,  1.51s/it, loss=0.516, mat=0.004, sens=0.735, deg=0.00
Ep 078/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:02,  1.52s/it, loss=0.542, mat=0.004, sens=0.773, deg=0.00
Ep 078/100 [S4:finetune]:  55%|▌| 145/264 [03:40<03:03,  1.54s/it, loss=0.542, mat=0.004, sens=0.773, deg=0.00
Ep 078/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:03,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  55%|▌| 146/264 [03:41<03:00,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:00,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:58,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:58,  1.52s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.00
Ep 078/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:56,  1.52s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.00
Ep 078/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:54,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.625, mat=0.004, sens=0.882, deg=0.00
Ep 078/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:52,  1.51s/it, loss=0.625, mat=0.004, sens=0.882, deg=0.00
Ep 078/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:52,  1.51s/it, loss=0.608, mat=0.004, sens=0.867, deg=0.00
Ep 078/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:50,  1.51s/it, loss=0.608, mat=0.004, sens=0.867, deg=0.00
Ep 078/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:50,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:49,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:49,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.574, mat=0.002, sens=0.819, deg=0.00
Ep 078/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:46,  1.51s/it, loss=0.574, mat=0.002, sens=0.819, deg=0.00
Ep 078/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:46,  1.51s/it, loss=0.606, mat=0.002, sens=0.863, deg=0.00
Ep 078/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:45,  1.51s/it, loss=0.606, mat=0.002, sens=0.863, deg=0.00
Ep 078/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:43,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:43,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:41,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=0.601, mat=0.003, sens=0.857, deg=0.00
Ep 078/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:40,  1.51s/it, loss=0.601, mat=0.003, sens=0.857, deg=0.00
Ep 078/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.641, mat=0.003, sens=0.914, deg=0.00
Ep 078/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.641, mat=0.003, sens=0.914, deg=0.00
Ep 078/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:37,  1.51s/it, loss=0.628, mat=0.003, sens=0.895, deg=0.00
Ep 078/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=0.628, mat=0.003, sens=0.895, deg=0.00
Ep 078/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:35,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:34,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:35,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:35,  1.54s/it, loss=0.616, mat=0.002, sens=0.878, deg=0.00
Ep 078/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:33,  1.53s/it, loss=0.616, mat=0.002, sens=0.878, deg=0.00
Ep 078/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:33,  1.53s/it, loss=0.652, mat=0.002, sens=0.929, deg=0.00
Ep 078/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:30,  1.52s/it, loss=0.652, mat=0.002, sens=0.929, deg=0.00
Ep 078/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:30,  1.52s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.00
Ep 078/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:28,  1.52s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.00
Ep 078/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.52s/it, loss=0.579, mat=0.003, sens=0.825, deg=0.00
Ep 078/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:27,  1.52s/it, loss=0.579, mat=0.003, sens=0.825, deg=0.00
Ep 078/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:27,  1.52s/it, loss=0.690, mat=0.003, sens=0.983, deg=0.00
Ep 078/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:25,  1.51s/it, loss=0.690, mat=0.003, sens=0.983, deg=0.00
Ep 078/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:25,  1.51s/it, loss=0.565, mat=0.002, sens=0.805, deg=0.00
Ep 078/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:25,  1.53s/it, loss=0.565, mat=0.002, sens=0.805, deg=0.00
Ep 078/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:25,  1.53s/it, loss=0.611, mat=0.004, sens=0.870, deg=0.00
Ep 078/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:23,  1.52s/it, loss=0.611, mat=0.004, sens=0.870, deg=0.00
Ep 078/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:23,  1.52s/it, loss=0.613, mat=0.004, sens=0.873, deg=0.00
Ep 078/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:21,  1.52s/it, loss=0.613, mat=0.004, sens=0.873, deg=0.00
Ep 078/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.00
Ep 078/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:19,  1.52s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.00
Ep 078/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:19,  1.52s/it, loss=0.675, mat=0.004, sens=0.962, deg=0.00
Ep 078/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:17,  1.52s/it, loss=0.675, mat=0.004, sens=0.962, deg=0.00
Ep 078/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:17,  1.52s/it, loss=0.604, mat=0.002, sens=0.861, deg=0.00
Ep 078/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:16,  1.51s/it, loss=0.604, mat=0.002, sens=0.861, deg=0.00
Ep 078/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:16,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.542, mat=0.003, sens=0.772, deg=0.00
Ep 078/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:12,  1.51s/it, loss=0.542, mat=0.003, sens=0.772, deg=0.00
Ep 078/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:11,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.52s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 078/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:12,  1.54s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 078/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:12,  1.54s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.00
Ep 078/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:09,  1.53s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.00
Ep 078/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:09,  1.53s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.00
Ep 078/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:07,  1.52s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.00
Ep 078/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.581, mat=0.004, sens=0.827, deg=0.00
Ep 078/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.52s/it, loss=0.581, mat=0.004, sens=0.827, deg=0.00
Ep 078/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.51s/it, loss=0.581, mat=0.002, sens=0.827, deg=0.00
Ep 078/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:02,  1.51s/it, loss=0.581, mat=0.002, sens=0.827, deg=0.00
Ep 078/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.51s/it, loss=0.597, mat=0.005, sens=0.850, deg=0.00
Ep 078/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:58,  1.51s/it, loss=0.597, mat=0.005, sens=0.850, deg=0.00
Ep 078/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.00
Ep 078/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.00
Ep 078/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:54,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:53,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:53,  1.54s/it, loss=0.562, mat=0.003, sens=0.801, deg=0.00
Ep 078/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:51,  1.53s/it, loss=0.562, mat=0.003, sens=0.801, deg=0.00
Ep 078/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:49,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.53s/it, loss=0.551, mat=0.003, sens=0.785, deg=0.00
Ep 078/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:48,  1.53s/it, loss=0.551, mat=0.003, sens=0.785, deg=0.00
Ep 078/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:48,  1.53s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 078/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:47,  1.53s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 078/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:47,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:45,  1.53s/it, loss=0.639, mat=0.003, sens=0.911, deg=0.00
Ep 078/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:43,  1.53s/it, loss=0.639, mat=0.003, sens=0.911, deg=0.00
Ep 078/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.53s/it, loss=0.540, mat=0.003, sens=0.770, deg=0.00
Ep 078/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:42,  1.52s/it, loss=0.540, mat=0.003, sens=0.770, deg=0.00
Ep 078/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.00
Ep 078/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.00
Ep 078/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.52s/it, loss=0.537, mat=0.003, sens=0.766, deg=0.00
Ep 078/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:37,  1.52s/it, loss=0.537, mat=0.003, sens=0.766, deg=0.00
Ep 078/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.616, mat=0.003, sens=0.877, deg=0.00
Ep 078/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.52s/it, loss=0.616, mat=0.003, sens=0.877, deg=0.00
Ep 078/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:33,  1.51s/it, loss=0.600, mat=0.004, sens=0.849, deg=0.00
Ep 078/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:32,  1.52s/it, loss=0.600, mat=0.004, sens=0.849, deg=0.00
Ep 078/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.52s/it, loss=0.583, mat=0.004, sens=0.831, deg=0.00
Ep 078/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:29,  1.52s/it, loss=0.583, mat=0.004, sens=0.831, deg=0.00
Ep 078/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:26,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.52s/it, loss=0.535, mat=0.002, sens=0.762, deg=0.00
Ep 078/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:24,  1.52s/it, loss=0.535, mat=0.002, sens=0.762, deg=0.00
Ep 078/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:24,  1.52s/it, loss=0.554, mat=0.004, sens=0.789, deg=0.00
Ep 078/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:24,  1.54s/it, loss=0.554, mat=0.004, sens=0.789, deg=0.00
Ep 078/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:24,  1.54s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 078/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:22,  1.53s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 078/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:22,  1.53s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.00
Ep 078/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:20,  1.53s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.00
Ep 078/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:19,  1.52s/it, loss=0.593, mat=0.003, sens=0.844, deg=0.00
Ep 078/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:17,  1.52s/it, loss=0.593, mat=0.003, sens=0.844, deg=0.00
Ep 078/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.600, mat=0.004, sens=0.854, deg=0.00
Ep 078/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:16,  1.52s/it, loss=0.600, mat=0.004, sens=0.854, deg=0.00
Ep 078/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:14,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.52s/it, loss=0.557, mat=0.003, sens=0.793, deg=0.00
Ep 078/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:11,  1.52s/it, loss=0.557, mat=0.003, sens=0.793, deg=0.00
Ep 078/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.52s/it, loss=0.613, mat=0.004, sens=0.873, deg=0.00
Ep 078/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:10,  1.52s/it, loss=0.613, mat=0.004, sens=0.873, deg=0.00
Ep 078/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:10,  1.52s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.00
Ep 078/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:08,  1.52s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.00
Ep 078/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.52s/it, loss=0.599, mat=0.004, sens=0.851, deg=0.00
Ep 078/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:05,  1.52s/it, loss=0.599, mat=0.004, sens=0.851, deg=0.00
Ep 078/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.578, mat=0.003, sens=0.824, deg=0.00
Ep 078/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.52s/it, loss=0.578, mat=0.003, sens=0.824, deg=0.00
Ep 078/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.52s/it, loss=0.652, mat=0.004, sens=0.929, deg=0.00
Ep 078/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:03,  1.54s/it, loss=0.652, mat=0.004, sens=0.929, deg=0.00
Ep 078/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:03,  1.54s/it, loss=0.648, mat=0.003, sens=0.923, deg=0.00
Ep 078/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:01,  1.53s/it, loss=0.648, mat=0.003, sens=0.923, deg=0.00
Ep 078/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:01,  1.53s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 078/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:59,  1.53s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 078/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.52s/it, loss=0.624, mat=0.002, sens=0.888, deg=0.00
Ep 078/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:56,  1.52s/it, loss=0.624, mat=0.002, sens=0.888, deg=0.00
Ep 078/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.52s/it, loss=0.599, mat=0.003, sens=0.855, deg=0.00
Ep 078/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:53,  1.52s/it, loss=0.599, mat=0.003, sens=0.855, deg=0.00
Ep 078/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.51s/it, loss=0.576, mat=0.003, sens=0.818, deg=0.00
Ep 078/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:49,  1.51s/it, loss=0.576, mat=0.003, sens=0.818, deg=0.00
Ep 078/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:49,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.640, mat=0.003, sens=0.910, deg=0.00
Ep 078/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.640, mat=0.003, sens=0.910, deg=0.00
Ep 078/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:46,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.51s/it, loss=0.627, mat=0.004, sens=0.891, deg=0.00
Ep 078/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:44,  1.53s/it, loss=0.627, mat=0.004, sens=0.891, deg=0.00
Ep 078/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:44,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.52s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.00
Ep 078/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.52s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.00
Ep 078/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.605, mat=0.004, sens=0.862, deg=0.00
Ep 078/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.52s/it, loss=0.605, mat=0.004, sens=0.862, deg=0.00
Ep 078/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.52s/it, loss=0.591, mat=0.002, sens=0.842, deg=0.00
Ep 078/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.52s/it, loss=0.591, mat=0.002, sens=0.842, deg=0.00
Ep 078/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 078/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:35,  1.53s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 078/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:35,  1.53s/it, loss=0.625, mat=0.002, sens=0.891, deg=0.00
Ep 078/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.53s/it, loss=0.625, mat=0.002, sens=0.891, deg=0.00
Ep 078/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.53s/it, loss=0.665, mat=0.004, sens=0.948, deg=0.00
Ep 078/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.52s/it, loss=0.665, mat=0.004, sens=0.948, deg=0.00
Ep 078/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.52s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 078/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 078/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.583, mat=0.003, sens=0.832, deg=0.00
Ep 078/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.583, mat=0.003, sens=0.832, deg=0.00
Ep 078/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.677, mat=0.003, sens=0.965, deg=0.00
Ep 078/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.52s/it, loss=0.677, mat=0.003, sens=0.965, deg=0.00
Ep 078/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.604, mat=0.002, sens=0.862, deg=0.00
Ep 078/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.604, mat=0.002, sens=0.862, deg=0.00
Ep 078/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.565, mat=0.002, sens=0.806, deg=0.00
Ep 078/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.54s/it, loss=0.565, mat=0.002, sens=0.806, deg=0.00
Ep 078/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.54s/it, loss=0.686, mat=0.005, sens=0.978, deg=0.00
Ep 078/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.53s/it, loss=0.686, mat=0.005, sens=0.978, deg=0.00
Ep 078/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.53s/it, loss=0.605, mat=0.003, sens=0.861, deg=0.00
Ep 078/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.53s/it, loss=0.605, mat=0.003, sens=0.861, deg=0.00
Ep 078/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.53s/it, loss=0.660, mat=0.003, sens=0.940, deg=0.00
Ep 078/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.52s/it, loss=0.660, mat=0.003, sens=0.940, deg=0.00
Ep 078/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.684, mat=0.003, sens=0.975, deg=0.00
Ep 078/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.684, mat=0.003, sens=0.975, deg=0.00
Ep 078/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.647, mat=0.003, sens=0.922, deg=0.00
Ep 078/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.647, mat=0.003, sens=0.922, deg=0.00
Ep 078/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.51s/it, loss=0.716, mat=0.003, sens=1.022, deg=0.00
Ep 078/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.716, mat=0.003, sens=1.022, deg=0.00
Ep 078/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.626, mat=0.004, sens=0.891, deg=0.00
Ep 078/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.626, mat=0.004, sens=0.891, deg=0.00
Ep 078/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 078/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 078/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 078/100 [S4:finetune]: 100%|█| 264/264 [06:41<00:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 078/100 [S4:finetune]  loss=0.3630  mat=0.0032  sens=0.5160  deg=0.0001  orth=0.0008  α=0.3 β=0.7 γ=0.2  401s

Ep 079/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 079/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.649, mat=0.003, sens=0.925, deg=0.000]
Ep 079/100 [S4:finetune]:   0%| | 1/264 [00:02<09:24,  2.14s/it, loss=0.649, mat=0.003, sens=0.925, deg=0.000]
Ep 079/100 [S4:finetune]:   0%| | 1/264 [00:03<09:24,  2.14s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.000]
Ep 079/100 [S4:finetune]:   1%| | 2/264 [00:03<07:45,  1.78s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.000]
Ep 079/100 [S4:finetune]:   1%| | 2/264 [00:05<07:45,  1.78s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.000]
Ep 079/100 [S4:finetune]:   1%| | 3/264 [00:05<07:24,  1.70s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.000]
Ep 079/100 [S4:finetune]:   1%| | 3/264 [00:06<07:24,  1.70s/it, loss=0.672, mat=0.004, sens=0.958, deg=0.000]
Ep 079/100 [S4:finetune]:   2%| | 4/264 [00:06<07:02,  1.62s/it, loss=0.672, mat=0.004, sens=0.958, deg=0.000]
Ep 079/100 [S4:finetune]:   2%| | 4/264 [00:08<07:02,  1.62s/it, loss=0.660, mat=0.002, sens=0.942, deg=0.000]
Ep 079/100 [S4:finetune]:   2%| | 5/264 [00:08<06:49,  1.58s/it, loss=0.660, mat=0.002, sens=0.942, deg=0.000]
Ep 079/100 [S4:finetune]:   2%| | 5/264 [00:09<06:49,  1.58s/it, loss=0.638, mat=0.002, sens=0.909, deg=0.000]
Ep 079/100 [S4:finetune]:   2%| | 6/264 [00:09<06:42,  1.56s/it, loss=0.638, mat=0.002, sens=0.909, deg=0.000]
Ep 079/100 [S4:finetune]:   2%| | 6/264 [00:11<06:42,  1.56s/it, loss=0.662, mat=0.003, sens=0.944, deg=0.000]
Ep 079/100 [S4:finetune]:   3%| | 7/264 [00:11<06:35,  1.54s/it, loss=0.662, mat=0.003, sens=0.944, deg=0.000]
Ep 079/100 [S4:finetune]:   3%| | 7/264 [00:12<06:35,  1.54s/it, loss=0.643, mat=0.004, sens=0.917, deg=0.000]
Ep 079/100 [S4:finetune]:   3%| | 8/264 [00:12<06:31,  1.53s/it, loss=0.643, mat=0.004, sens=0.917, deg=0.000]
Ep 079/100 [S4:finetune]:   3%| | 8/264 [00:14<06:31,  1.53s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.000]
Ep 079/100 [S4:finetune]:   3%| | 9/264 [00:14<06:28,  1.52s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.000]
Ep 079/100 [S4:finetune]:   3%| | 9/264 [00:15<06:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 079/100 [S4:finetune]:   4%| | 10/264 [00:15<06:25,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   4%| | 10/264 [00:17<06:25,  1.52s/it, loss=0.578, mat=0.002, sens=0.823, deg=0.000
Ep 079/100 [S4:finetune]:   4%| | 11/264 [00:17<06:23,  1.52s/it, loss=0.578, mat=0.002, sens=0.823, deg=0.000
Ep 079/100 [S4:finetune]:   4%| | 11/264 [00:18<06:23,  1.52s/it, loss=0.637, mat=0.004, sens=0.908, deg=0.000
Ep 079/100 [S4:finetune]:   5%| | 12/264 [00:18<06:21,  1.51s/it, loss=0.637, mat=0.004, sens=0.908, deg=0.000
Ep 079/100 [S4:finetune]:   5%| | 12/264 [00:20<06:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   5%| | 13/264 [00:20<06:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   5%| | 13/264 [00:21<06:20,  1.51s/it, loss=0.630, mat=0.002, sens=0.900, deg=0.000
Ep 079/100 [S4:finetune]:   5%| | 14/264 [00:21<06:18,  1.51s/it, loss=0.630, mat=0.002, sens=0.900, deg=0.000
Ep 079/100 [S4:finetune]:   5%| | 14/264 [00:23<06:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   6%| | 15/264 [00:24<06:16,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   6%| | 16/264 [00:24<06:15,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   6%| | 16/264 [00:26<06:15,  1.51s/it, loss=0.620, mat=0.002, sens=0.884, deg=0.000
Ep 079/100 [S4:finetune]:   6%| | 17/264 [00:26<06:14,  1.52s/it, loss=0.620, mat=0.002, sens=0.884, deg=0.000
Ep 079/100 [S4:finetune]:   6%| | 17/264 [00:27<06:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   7%| | 19/264 [00:30<06:10,  1.51s/it, loss=0.602, mat=0.002, sens=0.858, deg=0.000
Ep 079/100 [S4:finetune]:   8%| | 20/264 [00:30<06:09,  1.51s/it, loss=0.602, mat=0.002, sens=0.858, deg=0.000
Ep 079/100 [S4:finetune]:   8%| | 20/264 [00:32<06:09,  1.51s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.000
Ep 079/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.000
Ep 079/100 [S4:finetune]:   8%| | 21/264 [00:33<06:07,  1.51s/it, loss=0.610, mat=0.003, sens=0.868, deg=0.000
Ep 079/100 [S4:finetune]:   8%| | 22/264 [00:33<06:06,  1.51s/it, loss=0.610, mat=0.003, sens=0.868, deg=0.000
Ep 079/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:   9%| | 23/264 [00:37<06:04,  1.51s/it, loss=0.596, mat=0.003, sens=0.849, deg=0.000
Ep 079/100 [S4:finetune]:   9%| | 24/264 [00:37<06:02,  1.51s/it, loss=0.596, mat=0.003, sens=0.849, deg=0.000
Ep 079/100 [S4:finetune]:   9%| | 24/264 [00:38<06:02,  1.51s/it, loss=0.627, mat=0.004, sens=0.893, deg=0.000
Ep 079/100 [S4:finetune]:   9%| | 25/264 [00:38<06:04,  1.52s/it, loss=0.627, mat=0.004, sens=0.893, deg=0.000
Ep 079/100 [S4:finetune]:   9%| | 25/264 [00:40<06:04,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  10%| | 26/264 [00:40<06:02,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  10%| | 26/264 [00:41<06:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  10%| | 27/264 [00:41<06:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  10%| | 27/264 [00:43<06:00,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  11%| | 28/264 [00:43<05:57,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  11%| | 28/264 [00:44<05:57,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  11%| | 29/264 [00:44<05:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  11%| | 29/264 [00:46<05:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  11%| | 30/264 [00:46<05:54,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  11%| | 30/264 [00:47<05:54,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  12%| | 31/264 [00:49<05:52,  1.51s/it, loss=0.639, mat=0.004, sens=0.910, deg=0.000
Ep 079/100 [S4:finetune]:  12%| | 32/264 [00:49<05:51,  1.51s/it, loss=0.639, mat=0.004, sens=0.910, deg=0.000
Ep 079/100 [S4:finetune]:  12%| | 32/264 [00:50<05:51,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:55,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:55,  1.54s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.000
Ep 079/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:53,  1.53s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.000
Ep 079/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:53,  1.53s/it, loss=0.663, mat=0.002, sens=0.943, deg=0.000
Ep 079/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:50,  1.53s/it, loss=0.663, mat=0.002, sens=0.943, deg=0.000
Ep 079/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:50,  1.53s/it, loss=0.654, mat=0.003, sens=0.931, deg=0.000
Ep 079/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:47,  1.53s/it, loss=0.654, mat=0.003, sens=0.931, deg=0.000
Ep 079/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:47,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:45,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:45,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:43,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:43,  1.52s/it, loss=0.618, mat=0.004, sens=0.881, deg=0.000
Ep 079/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:41,  1.52s/it, loss=0.618, mat=0.004, sens=0.881, deg=0.000
Ep 079/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:41,  1.52s/it, loss=0.658, mat=0.003, sens=0.917, deg=0.000
Ep 079/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:40,  1.52s/it, loss=0.658, mat=0.003, sens=0.917, deg=0.000
Ep 079/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:36,  1.52s/it, loss=0.747, mat=0.003, sens=1.065, deg=0.000
Ep 079/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:35,  1.52s/it, loss=0.747, mat=0.003, sens=1.065, deg=0.000
Ep 079/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:35,  1.52s/it, loss=0.592, mat=0.004, sens=0.843, deg=0.000
Ep 079/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:33,  1.52s/it, loss=0.592, mat=0.004, sens=0.843, deg=0.000
Ep 079/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:33,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.698, mat=0.002, sens=0.996, deg=0.000
Ep 079/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.52s/it, loss=0.698, mat=0.002, sens=0.996, deg=0.000
Ep 079/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:30,  1.52s/it, loss=0.705, mat=0.005, sens=1.005, deg=0.000
Ep 079/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:33,  1.54s/it, loss=0.705, mat=0.005, sens=1.005, deg=0.000
Ep 079/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:33,  1.54s/it, loss=0.715, mat=0.004, sens=1.017, deg=0.000
Ep 079/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:30,  1.53s/it, loss=0.715, mat=0.004, sens=1.017, deg=0.000
Ep 079/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:30,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:28,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:28,  1.53s/it, loss=0.727, mat=0.004, sens=1.035, deg=0.000
Ep 079/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:25,  1.53s/it, loss=0.727, mat=0.004, sens=1.035, deg=0.000
Ep 079/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:25,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:24,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:24,  1.53s/it, loss=0.605, mat=0.002, sens=0.862, deg=0.000
Ep 079/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:21,  1.52s/it, loss=0.605, mat=0.002, sens=0.862, deg=0.000
Ep 079/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:21,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:19,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:19,  1.52s/it, loss=0.705, mat=0.004, sens=1.005, deg=0.000
Ep 079/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:17,  1.52s/it, loss=0.705, mat=0.004, sens=1.005, deg=0.000
Ep 079/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:17,  1.52s/it, loss=0.746, mat=0.004, sens=1.062, deg=0.000
Ep 079/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:15,  1.52s/it, loss=0.746, mat=0.004, sens=1.062, deg=0.000
Ep 079/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.002
Ep 079/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:15,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.002
Ep 079/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:15,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:12,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:12,  1.53s/it, loss=0.628, mat=0.003, sens=0.896, deg=0.000
Ep 079/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:09,  1.53s/it, loss=0.628, mat=0.003, sens=0.896, deg=0.000
Ep 079/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:09,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:08,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:08,  1.53s/it, loss=0.693, mat=0.002, sens=0.987, deg=0.000
Ep 079/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:06,  1.52s/it, loss=0.693, mat=0.002, sens=0.987, deg=0.000
Ep 079/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:06,  1.52s/it, loss=0.579, mat=0.004, sens=0.825, deg=0.000
Ep 079/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:04,  1.52s/it, loss=0.579, mat=0.004, sens=0.825, deg=0.000
Ep 079/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.689, mat=0.004, sens=0.982, deg=0.000
Ep 079/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.689, mat=0.004, sens=0.982, deg=0.000
Ep 079/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:02,  1.52s/it, loss=0.610, mat=0.003, sens=0.868, deg=0.000
Ep 079/100 [S4:finetune]:  25%|▎| 66/264 [01:40<05:01,  1.52s/it, loss=0.610, mat=0.003, sens=0.868, deg=0.000
Ep 079/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:01,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:59,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  25%|▎| 67/264 [01:44<04:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:58,  1.52s/it, loss=0.614, mat=0.002, sens=0.874, deg=0.000
Ep 079/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:56,  1.52s/it, loss=0.614, mat=0.002, sens=0.874, deg=0.000
Ep 079/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:56,  1.52s/it, loss=0.634, mat=0.003, sens=0.899, deg=0.000
Ep 079/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:54,  1.52s/it, loss=0.634, mat=0.003, sens=0.899, deg=0.000
Ep 079/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:54,  1.52s/it, loss=0.602, mat=0.004, sens=0.856, deg=0.000
Ep 079/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:52,  1.52s/it, loss=0.602, mat=0.004, sens=0.856, deg=0.000
Ep 079/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:51,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:51,  1.52s/it, loss=0.632, mat=0.004, sens=0.899, deg=0.000
Ep 079/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:49,  1.52s/it, loss=0.632, mat=0.004, sens=0.899, deg=0.000
Ep 079/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:49,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:51,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:51,  1.53s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.000
Ep 079/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:48,  1.53s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.000
Ep 079/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:47,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:47,  1.53s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.000
Ep 079/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:49,  1.55s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.000
Ep 079/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:49,  1.55s/it, loss=0.639, mat=0.003, sens=0.912, deg=0.000
Ep 079/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:46,  1.54s/it, loss=0.639, mat=0.003, sens=0.912, deg=0.000
Ep 079/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:46,  1.54s/it, loss=0.610, mat=0.003, sens=0.867, deg=0.000
Ep 079/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:43,  1.53s/it, loss=0.610, mat=0.003, sens=0.867, deg=0.000
Ep 079/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:43,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:41,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:41,  1.53s/it, loss=0.638, mat=0.004, sens=0.907, deg=0.000
Ep 079/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:38,  1.52s/it, loss=0.638, mat=0.004, sens=0.907, deg=0.000
Ep 079/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:33,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.648, mat=0.002, sens=0.924, deg=0.000
Ep 079/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:32,  1.52s/it, loss=0.648, mat=0.002, sens=0.924, deg=0.000
Ep 079/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:32,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:30,  1.52s/it, loss=0.633, mat=0.003, sens=0.903, deg=0.000
Ep 079/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:28,  1.52s/it, loss=0.633, mat=0.003, sens=0.903, deg=0.000
Ep 079/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=0.631, mat=0.004, sens=0.899, deg=0.000
Ep 079/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:27,  1.52s/it, loss=0.631, mat=0.004, sens=0.899, deg=0.000
Ep 079/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:27,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:25,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:25,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:24,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:24,  1.52s/it, loss=0.632, mat=0.004, sens=0.898, deg=0.000
Ep 079/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:22,  1.52s/it, loss=0.632, mat=0.004, sens=0.898, deg=0.000
Ep 079/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:22,  1.52s/it, loss=0.620, mat=0.003, sens=0.883, deg=0.000
Ep 079/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:25,  1.54s/it, loss=0.620, mat=0.003, sens=0.883, deg=0.000
Ep 079/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:25,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:22,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:22,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:20,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:18,  1.53s/it, loss=0.679, mat=0.004, sens=0.967, deg=0.000
Ep 079/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:16,  1.53s/it, loss=0.679, mat=0.004, sens=0.967, deg=0.000
Ep 079/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:16,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:14,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 079/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:14,  1.52s/it, loss=0.589, mat=0.003, sens=0.838, deg=0.000
Ep 079/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:14,  1.53s/it, loss=0.589, mat=0.003, sens=0.838, deg=0.000
Ep 079/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:14,  1.53s/it, loss=0.617, mat=0.004, sens=0.879, deg=0.000
Ep 079/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:12,  1.53s/it, loss=0.617, mat=0.004, sens=0.879, deg=0.000
Ep 079/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:12,  1.53s/it, loss=0.626, mat=0.005, sens=0.891, deg=0.000
Ep 079/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:10,  1.53s/it, loss=0.626, mat=0.005, sens=0.891, deg=0.00
Ep 079/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:10,  1.53s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.00
Ep 079/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:08,  1.53s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.00
Ep 079/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:08,  1.53s/it, loss=0.615, mat=0.003, sens=0.876, deg=0.00
Ep 079/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:07,  1.53s/it, loss=0.615, mat=0.003, sens=0.876, deg=0.00
Ep 079/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:07,  1.53s/it, loss=0.600, mat=0.005, sens=0.852, deg=0.00
Ep 079/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:05,  1.52s/it, loss=0.600, mat=0.005, sens=0.852, deg=0.00
Ep 079/100 [S4:finetune]:  39%|▍| 103/264 [02:39<04:05,  1.52s/it, loss=0.557, mat=0.003, sens=0.793, deg=0.00
Ep 079/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:07,  1.54s/it, loss=0.557, mat=0.003, sens=0.793, deg=0.00
Ep 079/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:07,  1.54s/it, loss=0.582, mat=0.004, sens=0.830, deg=0.00
Ep 079/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:04,  1.54s/it, loss=0.582, mat=0.004, sens=0.830, deg=0.00
Ep 079/100 [S4:finetune]:  40%|▍| 105/264 [02:42<04:04,  1.54s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.00
Ep 079/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:01,  1.53s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.00
Ep 079/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  41%|▍| 107/264 [02:43<04:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  41%|▍| 107/264 [02:45<04:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:58,  1.53s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.00
Ep 079/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:57,  1.53s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.00
Ep 079/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:57,  1.53s/it, loss=0.543, mat=0.004, sens=0.772, deg=0.00
Ep 079/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:54,  1.53s/it, loss=0.543, mat=0.004, sens=0.772, deg=0.00
Ep 079/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:54,  1.53s/it, loss=0.550, mat=0.003, sens=0.783, deg=0.00
Ep 079/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.550, mat=0.003, sens=0.783, deg=0.00
Ep 079/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:52,  1.52s/it, loss=0.585, mat=0.002, sens=0.833, deg=0.00
Ep 079/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:50,  1.52s/it, loss=0.585, mat=0.002, sens=0.833, deg=0.00
Ep 079/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.52s/it, loss=0.561, mat=0.002, sens=0.800, deg=0.00
Ep 079/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=0.561, mat=0.002, sens=0.800, deg=0.00
Ep 079/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:49,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:47,  1.52s/it, loss=0.561, mat=0.002, sens=0.800, deg=0.00
Ep 079/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:46,  1.52s/it, loss=0.561, mat=0.002, sens=0.800, deg=0.00
Ep 079/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:42,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:41,  1.52s/it, loss=0.609, mat=0.004, sens=0.865, deg=0.00
Ep 079/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:40,  1.52s/it, loss=0.609, mat=0.004, sens=0.865, deg=0.00
Ep 079/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:40,  1.52s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.00
Ep 079/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:38,  1.52s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.00
Ep 079/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:37,  1.52s/it, loss=0.577, mat=0.002, sens=0.821, deg=0.00
Ep 079/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:37,  1.53s/it, loss=0.577, mat=0.002, sens=0.821, deg=0.00
Ep 079/100 [S4:finetune]:  46%|▍| 122/264 [03:08<03:37,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:38,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:38,  1.55s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.00
Ep 079/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:35,  1.54s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.00
Ep 079/100 [S4:finetune]:  47%|▍| 124/264 [03:11<03:35,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:33,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:33,  1.53s/it, loss=0.553, mat=0.003, sens=0.787, deg=0.00
Ep 079/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:31,  1.53s/it, loss=0.553, mat=0.003, sens=0.787, deg=0.00
Ep 079/100 [S4:finetune]:  48%|▍| 126/264 [03:14<03:31,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:29,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:29,  1.53s/it, loss=0.679, mat=0.004, sens=0.964, deg=0.00
Ep 079/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.52s/it, loss=0.679, mat=0.004, sens=0.964, deg=0.00
Ep 079/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:27,  1.52s/it, loss=0.671, mat=0.003, sens=0.954, deg=0.00
Ep 079/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:25,  1.52s/it, loss=0.671, mat=0.003, sens=0.954, deg=0.00
Ep 079/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:25,  1.52s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.00
Ep 079/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.00
Ep 079/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:23,  1.52s/it, loss=0.740, mat=0.004, sens=1.053, deg=0.00
Ep 079/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:22,  1.52s/it, loss=0.740, mat=0.004, sens=1.053, deg=0.00
Ep 079/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:22,  1.52s/it, loss=0.763, mat=0.002, sens=1.088, deg=0.00
Ep 079/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:20,  1.52s/it, loss=0.763, mat=0.002, sens=1.088, deg=0.00
Ep 079/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:20,  1.52s/it, loss=0.684, mat=0.004, sens=0.974, deg=0.00
Ep 079/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:19,  1.52s/it, loss=0.684, mat=0.004, sens=0.974, deg=0.00
Ep 079/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:15,  1.52s/it, loss=0.673, mat=0.004, sens=0.959, deg=0.00
Ep 079/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.673, mat=0.004, sens=0.959, deg=0.00
Ep 079/100 [S4:finetune]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.691, mat=0.002, sens=0.986, deg=0.00
Ep 079/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:15,  1.54s/it, loss=0.691, mat=0.002, sens=0.986, deg=0.00
Ep 079/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:15,  1.54s/it, loss=0.624, mat=0.003, sens=0.890, deg=0.00
Ep 079/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:13,  1.53s/it, loss=0.624, mat=0.003, sens=0.890, deg=0.00
Ep 079/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:11,  1.53s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.00
Ep 079/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:09,  1.53s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.00
Ep 079/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:09,  1.53s/it, loss=0.641, mat=0.003, sens=0.913, deg=0.00
Ep 079/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:07,  1.52s/it, loss=0.641, mat=0.003, sens=0.913, deg=0.00
Ep 079/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:07,  1.52s/it, loss=0.633, mat=0.004, sens=0.902, deg=0.00
Ep 079/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:05,  1.52s/it, loss=0.633, mat=0.004, sens=0.902, deg=0.00
Ep 079/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:05,  1.52s/it, loss=0.603, mat=0.003, sens=0.859, deg=0.00
Ep 079/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:04,  1.52s/it, loss=0.603, mat=0.003, sens=0.859, deg=0.00
Ep 079/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:04,  1.52s/it, loss=0.660, mat=0.004, sens=0.939, deg=0.00
Ep 079/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:02,  1.52s/it, loss=0.660, mat=0.004, sens=0.939, deg=0.00
Ep 079/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:02,  1.52s/it, loss=0.620, mat=0.004, sens=0.882, deg=0.00
Ep 079/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:00,  1.52s/it, loss=0.620, mat=0.004, sens=0.882, deg=0.00
Ep 079/100 [S4:finetune]:  55%|▌| 145/264 [03:43<03:00,  1.52s/it, loss=0.607, mat=0.002, sens=0.864, deg=0.00
Ep 079/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:00,  1.53s/it, loss=0.607, mat=0.002, sens=0.864, deg=0.00
Ep 079/100 [S4:finetune]:  55%|▌| 146/264 [03:44<03:00,  1.53s/it, loss=0.589, mat=0.003, sens=0.838, deg=0.00
Ep 079/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:59,  1.53s/it, loss=0.589, mat=0.003, sens=0.838, deg=0.00
Ep 079/100 [S4:finetune]:  56%|▌| 147/264 [03:46<02:59,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:57,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:57,  1.53s/it, loss=0.649, mat=0.003, sens=0.924, deg=0.00
Ep 079/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:57,  1.55s/it, loss=0.649, mat=0.003, sens=0.924, deg=0.00
Ep 079/100 [S4:finetune]:  56%|▌| 149/264 [03:49<02:57,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:55,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:55,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  57%|▌| 151/264 [03:52<02:53,  1.53s/it, loss=0.619, mat=0.003, sens=0.883, deg=0.00
Ep 079/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:51,  1.53s/it, loss=0.619, mat=0.003, sens=0.883, deg=0.00
Ep 079/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:51,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:49,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  58%|▌| 153/264 [03:55<02:49,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:46,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  59%|▌| 155/264 [03:58<02:46,  1.52s/it, loss=0.588, mat=0.002, sens=0.837, deg=0.00
Ep 079/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.588, mat=0.002, sens=0.837, deg=0.00
Ep 079/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.586, mat=0.003, sens=0.835, deg=0.00
Ep 079/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.586, mat=0.003, sens=0.835, deg=0.00
Ep 079/100 [S4:finetune]:  59%|▌| 157/264 [04:01<02:42,  1.52s/it, loss=0.582, mat=0.003, sens=0.827, deg=0.00
Ep 079/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:41,  1.52s/it, loss=0.582, mat=0.003, sens=0.827, deg=0.00
Ep 079/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:41,  1.52s/it, loss=0.596, mat=0.004, sens=0.843, deg=0.00
Ep 079/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.52s/it, loss=0.596, mat=0.004, sens=0.843, deg=0.00
Ep 079/100 [S4:finetune]:  60%|▌| 159/264 [04:04<02:39,  1.52s/it, loss=0.528, mat=0.003, sens=0.748, deg=0.00
Ep 079/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:38,  1.52s/it, loss=0.528, mat=0.003, sens=0.748, deg=0.00
Ep 079/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:38,  1.52s/it, loss=0.570, mat=0.003, sens=0.806, deg=0.00
Ep 079/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.570, mat=0.003, sens=0.806, deg=0.00
Ep 079/100 [S4:finetune]:  61%|▌| 161/264 [04:07<02:36,  1.52s/it, loss=0.556, mat=0.004, sens=0.788, deg=0.00
Ep 079/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:35,  1.52s/it, loss=0.556, mat=0.004, sens=0.788, deg=0.00
Ep 079/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:35,  1.52s/it, loss=0.531, mat=0.003, sens=0.747, deg=0.00
Ep 079/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:33,  1.52s/it, loss=0.531, mat=0.003, sens=0.747, deg=0.00
Ep 079/100 [S4:finetune]:  62%|▌| 163/264 [04:10<02:33,  1.52s/it, loss=0.565, mat=0.004, sens=0.803, deg=0.00
Ep 079/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:32,  1.52s/it, loss=0.565, mat=0.004, sens=0.803, deg=0.00
Ep 079/100 [S4:finetune]:  62%|▌| 164/264 [04:12<02:32,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:30,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  62%|▋| 165/264 [04:13<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  63%|▋| 166/264 [04:15<02:28,  1.52s/it, loss=0.496, mat=0.003, sens=0.707, deg=0.00
Ep 079/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:29,  1.54s/it, loss=0.496, mat=0.003, sens=0.707, deg=0.00
Ep 079/100 [S4:finetune]:  63%|▋| 167/264 [04:16<02:29,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:27,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  64%|▋| 168/264 [04:18<02:27,  1.54s/it, loss=0.497, mat=0.005, sens=0.706, deg=0.00
Ep 079/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:25,  1.53s/it, loss=0.497, mat=0.005, sens=0.706, deg=0.00
Ep 079/100 [S4:finetune]:  64%|▋| 169/264 [04:19<02:25,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:24,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  64%|▋| 170/264 [04:21<02:24,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:22,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:22,  1.53s/it, loss=0.557, mat=0.004, sens=0.794, deg=0.00
Ep 079/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:20,  1.53s/it, loss=0.557, mat=0.004, sens=0.794, deg=0.00
Ep 079/100 [S4:finetune]:  65%|▋| 172/264 [04:24<02:20,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:19,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:19,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:17,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  66%|▋| 174/264 [04:27<02:17,  1.53s/it, loss=0.551, mat=0.003, sens=0.774, deg=0.00
Ep 079/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:15,  1.52s/it, loss=0.551, mat=0.003, sens=0.774, deg=0.00
Ep 079/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  67%|▋| 176/264 [04:30<02:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:12,  1.52s/it, loss=0.526, mat=0.004, sens=0.749, deg=0.00
Ep 079/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:11,  1.53s/it, loss=0.526, mat=0.004, sens=0.749, deg=0.00
Ep 079/100 [S4:finetune]:  67%|▋| 178/264 [04:33<02:11,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:09,  1.52s/it, loss=0.530, mat=0.004, sens=0.755, deg=0.00
Ep 079/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:08,  1.52s/it, loss=0.530, mat=0.004, sens=0.755, deg=0.00
Ep 079/100 [S4:finetune]:  68%|▋| 180/264 [04:36<02:08,  1.52s/it, loss=0.527, mat=0.002, sens=0.752, deg=0.00
Ep 079/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:06,  1.52s/it, loss=0.527, mat=0.002, sens=0.752, deg=0.00
Ep 079/100 [S4:finetune]:  69%|▋| 181/264 [04:38<02:06,  1.52s/it, loss=0.533, mat=0.003, sens=0.759, deg=0.00
Ep 079/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:06,  1.55s/it, loss=0.533, mat=0.003, sens=0.759, deg=0.00
Ep 079/100 [S4:finetune]:  69%|▋| 182/264 [04:39<02:06,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:04,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  69%|▋| 183/264 [04:41<02:04,  1.54s/it, loss=0.562, mat=0.003, sens=0.800, deg=0.00
Ep 079/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:02,  1.53s/it, loss=0.562, mat=0.003, sens=0.800, deg=0.00
Ep 079/100 [S4:finetune]:  70%|▋| 184/264 [04:42<02:02,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  70%|▋| 185/264 [04:42<02:00,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  70%|▋| 185/264 [04:44<02:00,  1.53s/it, loss=0.539, mat=0.002, sens=0.767, deg=0.00
Ep 079/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:59,  1.53s/it, loss=0.539, mat=0.002, sens=0.767, deg=0.00
Ep 079/100 [S4:finetune]:  70%|▋| 186/264 [04:45<01:59,  1.53s/it, loss=0.502, mat=0.003, sens=0.715, deg=0.00
Ep 079/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:57,  1.53s/it, loss=0.502, mat=0.003, sens=0.715, deg=0.00
Ep 079/100 [S4:finetune]:  71%|▋| 187/264 [04:47<01:57,  1.53s/it, loss=0.524, mat=0.003, sens=0.746, deg=0.00
Ep 079/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:55,  1.53s/it, loss=0.524, mat=0.003, sens=0.746, deg=0.00
Ep 079/100 [S4:finetune]:  71%|▋| 188/264 [04:48<01:55,  1.53s/it, loss=0.591, mat=0.003, sens=0.841, deg=0.00
Ep 079/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:54,  1.52s/it, loss=0.591, mat=0.003, sens=0.841, deg=0.00
Ep 079/100 [S4:finetune]:  72%|▋| 189/264 [04:50<01:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:52,  1.52s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.00
Ep 079/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:50,  1.52s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.00
Ep 079/100 [S4:finetune]:  72%|▋| 191/264 [04:53<01:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:49,  1.52s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 079/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 079/100 [S4:finetune]:  73%|▋| 193/264 [04:56<01:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:49,  1.56s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:49,  1.56s/it, loss=0.564, mat=0.004, sens=0.801, deg=0.00
Ep 079/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:46,  1.55s/it, loss=0.564, mat=0.004, sens=0.801, deg=0.00
Ep 079/100 [S4:finetune]:  74%|▋| 195/264 [04:59<01:46,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:44,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  74%|▋| 196/264 [05:01<01:44,  1.54s/it, loss=0.572, mat=0.002, sens=0.815, deg=0.00
Ep 079/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:42,  1.53s/it, loss=0.572, mat=0.002, sens=0.815, deg=0.00
Ep 079/100 [S4:finetune]:  75%|▋| 197/264 [05:02<01:42,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  75%|▊| 198/264 [05:04<01:41,  1.53s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:39,  1.53s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  75%|▊| 199/264 [05:05<01:39,  1.53s/it, loss=0.549, mat=0.003, sens=0.783, deg=0.00
Ep 079/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.549, mat=0.003, sens=0.783, deg=0.00
Ep 079/100 [S4:finetune]:  76%|▊| 200/264 [05:07<01:37,  1.52s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.00
Ep 079/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.00
Ep 079/100 [S4:finetune]:  76%|▊| 201/264 [05:08<01:35,  1.52s/it, loss=0.543, mat=0.004, sens=0.773, deg=0.00
Ep 079/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:34,  1.52s/it, loss=0.543, mat=0.004, sens=0.773, deg=0.00
Ep 079/100 [S4:finetune]:  77%|▊| 202/264 [05:10<01:34,  1.52s/it, loss=0.607, mat=0.004, sens=0.865, deg=0.00
Ep 079/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.607, mat=0.004, sens=0.865, deg=0.00
Ep 079/100 [S4:finetune]:  77%|▊| 203/264 [05:11<01:32,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:31,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  77%|▊| 204/264 [05:13<01:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  78%|▊| 205/264 [05:14<01:29,  1.52s/it, loss=0.547, mat=0.004, sens=0.779, deg=0.00
Ep 079/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.52s/it, loss=0.547, mat=0.004, sens=0.779, deg=0.00
Ep 079/100 [S4:finetune]:  78%|▊| 206/264 [05:16<01:28,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  78%|▊| 207/264 [05:17<01:26,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  79%|▊| 208/264 [05:19<01:25,  1.52s/it, loss=0.534, mat=0.003, sens=0.761, deg=0.00
Ep 079/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.534, mat=0.003, sens=0.761, deg=0.00
Ep 079/100 [S4:finetune]:  79%|▊| 209/264 [05:20<01:23,  1.52s/it, loss=0.599, mat=0.002, sens=0.853, deg=0.00
Ep 079/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:22,  1.52s/it, loss=0.599, mat=0.002, sens=0.853, deg=0.00
Ep 079/100 [S4:finetune]:  80%|▊| 210/264 [05:22<01:22,  1.52s/it, loss=0.573, mat=0.003, sens=0.807, deg=0.00
Ep 079/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.573, mat=0.003, sens=0.807, deg=0.00
Ep 079/100 [S4:finetune]:  80%|▊| 211/264 [05:23<01:20,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  80%|▊| 212/264 [05:25<01:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:18,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:18,  1.54s/it, loss=0.568, mat=0.003, sens=0.807, deg=0.00
Ep 079/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:16,  1.53s/it, loss=0.568, mat=0.003, sens=0.807, deg=0.00
Ep 079/100 [S4:finetune]:  81%|▊| 214/264 [05:28<01:16,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:14,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:14,  1.53s/it, loss=0.625, mat=0.004, sens=0.889, deg=0.00
Ep 079/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:13,  1.53s/it, loss=0.625, mat=0.004, sens=0.889, deg=0.00
Ep 079/100 [S4:finetune]:  82%|▊| 216/264 [05:31<01:13,  1.53s/it, loss=0.527, mat=0.003, sens=0.750, deg=0.00
Ep 079/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.52s/it, loss=0.527, mat=0.003, sens=0.750, deg=0.00
Ep 079/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.52s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.00
Ep 079/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.52s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.00
Ep 079/100 [S4:finetune]:  83%|▊| 218/264 [05:34<01:09,  1.52s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 079/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.53s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 079/100 [S4:finetune]:  83%|▊| 219/264 [05:36<01:08,  1.53s/it, loss=0.608, mat=0.002, sens=0.867, deg=0.00
Ep 079/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:07,  1.53s/it, loss=0.608, mat=0.002, sens=0.867, deg=0.00
Ep 079/100 [S4:finetune]:  83%|▊| 220/264 [05:37<01:07,  1.53s/it, loss=0.627, mat=0.003, sens=0.893, deg=0.00
Ep 079/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.53s/it, loss=0.627, mat=0.003, sens=0.893, deg=0.00
Ep 079/100 [S4:finetune]:  84%|▊| 221/264 [05:39<01:05,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:04,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  84%|▊| 222/264 [05:40<01:04,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  84%|▊| 223/264 [05:42<01:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  85%|▊| 224/264 [05:43<01:00,  1.52s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.00
Ep 079/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.52s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.00
Ep 079/100 [S4:finetune]:  85%|▊| 225/264 [05:45<00:59,  1.52s/it, loss=0.683, mat=0.005, sens=0.967, deg=0.00
Ep 079/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.52s/it, loss=0.683, mat=0.005, sens=0.967, deg=0.00
Ep 079/100 [S4:finetune]:  86%|▊| 226/264 [05:46<00:57,  1.52s/it, loss=0.648, mat=0.004, sens=0.924, deg=0.00
Ep 079/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:57,  1.54s/it, loss=0.648, mat=0.004, sens=0.924, deg=0.00
Ep 079/100 [S4:finetune]:  86%|▊| 227/264 [05:48<00:57,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:55,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  86%|▊| 228/264 [05:49<00:55,  1.54s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.00
Ep 079/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.53s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.00
Ep 079/100 [S4:finetune]:  87%|▊| 229/264 [05:51<00:53,  1.53s/it, loss=0.593, mat=0.002, sens=0.844, deg=0.00
Ep 079/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.52s/it, loss=0.593, mat=0.002, sens=0.844, deg=0.00
Ep 079/100 [S4:finetune]:  87%|▊| 230/264 [05:52<00:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  88%|▉| 231/264 [05:54<00:50,  1.52s/it, loss=0.631, mat=0.003, sens=0.899, deg=0.00
Ep 079/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.631, mat=0.003, sens=0.899, deg=0.00
Ep 079/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:48,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:47,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  88%|▉| 233/264 [05:57<00:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:45,  1.52s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.00
Ep 079/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:44,  1.52s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.00
Ep 079/100 [S4:finetune]:  89%|▉| 235/264 [06:00<00:44,  1.52s/it, loss=0.597, mat=0.002, sens=0.852, deg=0.00
Ep 079/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.597, mat=0.002, sens=0.852, deg=0.00
Ep 079/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:42,  1.52s/it, loss=0.621, mat=0.002, sens=0.886, deg=0.00
Ep 079/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.52s/it, loss=0.621, mat=0.002, sens=0.886, deg=0.00
Ep 079/100 [S4:finetune]:  90%|▉| 237/264 [06:03<00:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  90%|▉| 238/264 [06:05<00:39,  1.52s/it, loss=0.618, mat=0.004, sens=0.881, deg=0.00
Ep 079/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:38,  1.54s/it, loss=0.618, mat=0.004, sens=0.881, deg=0.00
Ep 079/100 [S4:finetune]:  91%|▉| 239/264 [06:06<00:38,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  91%|▉| 240/264 [06:08<00:36,  1.54s/it, loss=0.546, mat=0.003, sens=0.778, deg=0.00
Ep 079/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:35,  1.53s/it, loss=0.546, mat=0.003, sens=0.778, deg=0.00
Ep 079/100 [S4:finetune]:  91%|▉| 241/264 [06:09<00:35,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  92%|▉| 242/264 [06:11<00:33,  1.53s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 079/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:32,  1.53s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 079/100 [S4:finetune]:  92%|▉| 243/264 [06:12<00:32,  1.53s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.53s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  92%|▉| 244/264 [06:14<00:30,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:29,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  93%|▉| 245/264 [06:15<00:29,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  93%|▉| 246/264 [06:17<00:27,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  94%|▉| 247/264 [06:18<00:25,  1.52s/it, loss=0.597, mat=0.004, sens=0.847, deg=0.00
Ep 079/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.597, mat=0.004, sens=0.847, deg=0.00
Ep 079/100 [S4:finetune]:  94%|▉| 248/264 [06:20<00:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  94%|▉| 249/264 [06:21<00:22,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  95%|▉| 250/264 [06:23<00:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  95%|▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  95%|▉| 252/264 [06:26<00:18,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  96%|▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.662, mat=0.003, sens=0.944, deg=0.00
Ep 079/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.662, mat=0.003, sens=0.944, deg=0.00
Ep 079/100 [S4:finetune]:  96%|▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.718, mat=0.004, sens=1.024, deg=0.00
Ep 079/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.718, mat=0.004, sens=1.024, deg=0.00
Ep 079/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  97%|▉| 256/264 [06:32<00:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  97%|▉| 257/264 [06:34<00:10,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  98%|▉| 258/264 [06:35<00:09,  1.53s/it, loss=0.630, mat=0.005, sens=0.897, deg=0.00
Ep 079/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.53s/it, loss=0.630, mat=0.005, sens=0.897, deg=0.00
Ep 079/100 [S4:finetune]:  98%|▉| 259/264 [06:37<00:07,  1.53s/it, loss=0.615, mat=0.003, sens=0.876, deg=0.00
Ep 079/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.615, mat=0.003, sens=0.876, deg=0.00
Ep 079/100 [S4:finetune]:  98%|▉| 260/264 [06:38<00:06,  1.53s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.00
Ep 079/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.00
Ep 079/100 [S4:finetune]:  99%|▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]:  99%|▉| 262/264 [06:41<00:03,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]: 100%|▉| 263/264 [06:43<00:01,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 079/100 [S4:finetune]: 100%|█| 264/264 [06:43<00:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 079/100 [S4:finetune]  loss=0.3499  mat=0.0032  sens=0.4968  deg=0.0003  orth=0.0012  α=0.3 β=0.7 γ=0.2  403s

Ep 080/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 080/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 080/100 [S4:finetune]:   0%| | 1/264 [00:02<09:10,  2.09s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 080/100 [S4:finetune]:   0%| | 1/264 [00:03<09:10,  2.09s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 080/100 [S4:finetune]:   1%| | 2/264 [00:03<07:43,  1.77s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 080/100 [S4:finetune]:   1%| | 2/264 [00:05<07:43,  1.77s/it, loss=0.640, mat=0.003, sens=0.911, deg=0.000]
Ep 080/100 [S4:finetune]:   1%| | 3/264 [00:05<07:12,  1.66s/it, loss=0.640, mat=0.003, sens=0.911, deg=0.000]
Ep 080/100 [S4:finetune]:   1%| | 3/264 [00:06<07:12,  1.66s/it, loss=0.615, mat=0.004, sens=0.876, deg=0.000]
Ep 080/100 [S4:finetune]:   2%| | 4/264 [00:06<06:55,  1.60s/it, loss=0.615, mat=0.004, sens=0.876, deg=0.000]
Ep 080/100 [S4:finetune]:   2%| | 4/264 [00:08<06:55,  1.60s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 080/100 [S4:finetune]:   2%| | 5/264 [00:08<06:45,  1.57s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 080/100 [S4:finetune]:   2%| | 5/264 [00:09<06:45,  1.57s/it, loss=0.604, mat=0.004, sens=0.854, deg=0.000]
Ep 080/100 [S4:finetune]:   2%| | 6/264 [00:09<06:39,  1.55s/it, loss=0.604, mat=0.004, sens=0.854, deg=0.000]
Ep 080/100 [S4:finetune]:   2%| | 6/264 [00:11<06:39,  1.55s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000]
Ep 080/100 [S4:finetune]:   3%| | 7/264 [00:11<06:34,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000]
Ep 080/100 [S4:finetune]:   3%| | 7/264 [00:12<06:34,  1.53s/it, loss=0.649, mat=0.005, sens=0.924, deg=0.000]
Ep 080/100 [S4:finetune]:   3%| | 8/264 [00:12<06:30,  1.53s/it, loss=0.649, mat=0.005, sens=0.924, deg=0.000]
Ep 080/100 [S4:finetune]:   3%| | 8/264 [00:14<06:30,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 080/100 [S4:finetune]:   3%| | 9/264 [00:14<06:37,  1.56s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 080/100 [S4:finetune]:   3%| | 9/264 [00:15<06:37,  1.56s/it, loss=0.626, mat=0.003, sens=0.884, deg=0.000]
Ep 080/100 [S4:finetune]:   4%| | 10/264 [00:15<06:31,  1.54s/it, loss=0.626, mat=0.003, sens=0.884, deg=0.000
Ep 080/100 [S4:finetune]:   4%| | 10/264 [00:17<06:31,  1.54s/it, loss=0.671, mat=0.003, sens=0.956, deg=0.000
Ep 080/100 [S4:finetune]:   4%| | 11/264 [00:17<06:28,  1.53s/it, loss=0.671, mat=0.003, sens=0.956, deg=0.000
Ep 080/100 [S4:finetune]:   4%| | 11/264 [00:18<06:28,  1.53s/it, loss=0.533, mat=0.003, sens=0.759, deg=0.000
Ep 080/100 [S4:finetune]:   5%| | 12/264 [00:18<06:24,  1.53s/it, loss=0.533, mat=0.003, sens=0.759, deg=0.000
Ep 080/100 [S4:finetune]:   5%| | 12/264 [00:20<06:24,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   5%| | 13/264 [00:20<06:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   5%| | 13/264 [00:21<06:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   5%| | 14/264 [00:21<06:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   5%| | 14/264 [00:23<06:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   6%| | 15/264 [00:23<06:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   6%| | 15/264 [00:24<06:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   6%| | 16/264 [00:24<06:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   6%| | 16/264 [00:26<06:15,  1.51s/it, loss=0.538, mat=0.002, sens=0.766, deg=0.000
Ep 080/100 [S4:finetune]:   6%| | 17/264 [00:26<06:13,  1.51s/it, loss=0.538, mat=0.002, sens=0.766, deg=0.000
Ep 080/100 [S4:finetune]:   6%| | 17/264 [00:27<06:13,  1.51s/it, loss=0.573, mat=0.003, sens=0.816, deg=0.000
Ep 080/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.573, mat=0.003, sens=0.816, deg=0.000
Ep 080/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.000
Ep 080/100 [S4:finetune]:   7%| | 19/264 [00:29<06:11,  1.51s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.000
Ep 080/100 [S4:finetune]:   7%| | 19/264 [00:30<06:11,  1.51s/it, loss=0.631, mat=0.004, sens=0.899, deg=0.001
Ep 080/100 [S4:finetune]:   8%| | 20/264 [00:30<06:08,  1.51s/it, loss=0.631, mat=0.004, sens=0.899, deg=0.001
Ep 080/100 [S4:finetune]:   8%| | 20/264 [00:32<06:08,  1.51s/it, loss=0.622, mat=0.003, sens=0.886, deg=0.000
Ep 080/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.622, mat=0.003, sens=0.886, deg=0.000
Ep 080/100 [S4:finetune]:   8%| | 21/264 [00:33<06:07,  1.51s/it, loss=0.697, mat=0.003, sens=0.993, deg=0.000
Ep 080/100 [S4:finetune]:   8%| | 22/264 [00:33<06:06,  1.51s/it, loss=0.697, mat=0.003, sens=0.993, deg=0.000
Ep 080/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   9%| | 23/264 [00:35<06:10,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   9%| | 23/264 [00:37<06:10,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.002
Ep 080/100 [S4:finetune]:   9%| | 24/264 [00:37<06:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.002
Ep 080/100 [S4:finetune]:   9%| | 24/264 [00:38<06:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   9%| | 25/264 [00:38<06:04,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:   9%| | 25/264 [00:40<06:04,  1.53s/it, loss=0.702, mat=0.004, sens=0.991, deg=0.000
Ep 080/100 [S4:finetune]:  10%| | 26/264 [00:40<06:02,  1.52s/it, loss=0.702, mat=0.004, sens=0.991, deg=0.000
Ep 080/100 [S4:finetune]:  10%| | 26/264 [00:41<06:02,  1.52s/it, loss=0.680, mat=0.003, sens=0.969, deg=0.000
Ep 080/100 [S4:finetune]:  10%| | 27/264 [00:41<06:03,  1.53s/it, loss=0.680, mat=0.003, sens=0.969, deg=0.000
Ep 080/100 [S4:finetune]:  10%| | 27/264 [00:43<06:03,  1.53s/it, loss=0.665, mat=0.002, sens=0.949, deg=0.000
Ep 080/100 [S4:finetune]:  11%| | 28/264 [00:43<06:01,  1.53s/it, loss=0.665, mat=0.002, sens=0.949, deg=0.000
Ep 080/100 [S4:finetune]:  11%| | 28/264 [00:44<06:01,  1.53s/it, loss=0.647, mat=0.004, sens=0.923, deg=0.000
Ep 080/100 [S4:finetune]:  11%| | 29/264 [00:44<05:58,  1.53s/it, loss=0.647, mat=0.004, sens=0.923, deg=0.000
Ep 080/100 [S4:finetune]:  11%| | 29/264 [00:46<05:58,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  11%| | 30/264 [00:46<05:58,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  11%| | 30/264 [00:47<05:58,  1.53s/it, loss=0.713, mat=0.004, sens=1.016, deg=0.000
Ep 080/100 [S4:finetune]:  12%| | 31/264 [00:47<05:56,  1.53s/it, loss=0.713, mat=0.004, sens=1.016, deg=0.000
Ep 080/100 [S4:finetune]:  12%| | 31/264 [00:49<05:56,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  12%| | 32/264 [00:49<05:53,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  12%| | 32/264 [00:50<05:53,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:50,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:48,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:48,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.003
Ep 080/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.003
Ep 080/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.682, mat=0.003, sens=0.971, deg=0.000
Ep 080/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:42,  1.52s/it, loss=0.682, mat=0.003, sens=0.971, deg=0.000
Ep 080/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.52s/it, loss=0.758, mat=0.003, sens=1.079, deg=0.000
Ep 080/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:40,  1.51s/it, loss=0.758, mat=0.003, sens=1.079, deg=0.000
Ep 080/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.51s/it, loss=0.712, mat=0.005, sens=1.015, deg=0.000
Ep 080/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.712, mat=0.005, sens=1.015, deg=0.000
Ep 080/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.624, mat=0.002, sens=0.891, deg=0.000
Ep 080/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.624, mat=0.002, sens=0.891, deg=0.000
Ep 080/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.762, mat=0.005, sens=1.086, deg=0.000
Ep 080/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.762, mat=0.005, sens=1.086, deg=0.000
Ep 080/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:32,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:32,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:29,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:29,  1.51s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.000
Ep 080/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:28,  1.52s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.000
Ep 080/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:27,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:27,  1.52s/it, loss=0.661, mat=0.003, sens=0.942, deg=0.000
Ep 080/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:25,  1.51s/it, loss=0.661, mat=0.003, sens=0.942, deg=0.000
Ep 080/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:25,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:25,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:25,  1.53s/it, loss=0.621, mat=0.003, sens=0.885, deg=0.000
Ep 080/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:23,  1.53s/it, loss=0.621, mat=0.003, sens=0.885, deg=0.000
Ep 080/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:21,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:24,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:24,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:20,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:20,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:17,  1.53s/it, loss=0.630, mat=0.004, sens=0.896, deg=0.000
Ep 080/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:15,  1.52s/it, loss=0.630, mat=0.004, sens=0.896, deg=0.000
Ep 080/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:15,  1.52s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.000
Ep 080/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:13,  1.52s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.000
Ep 080/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:11,  1.52s/it, loss=0.643, mat=0.003, sens=0.915, deg=0.000
Ep 080/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.643, mat=0.003, sens=0.915, deg=0.000
Ep 080/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:07,  1.51s/it, loss=0.650, mat=0.003, sens=0.925, deg=0.000
Ep 080/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:05,  1.51s/it, loss=0.650, mat=0.003, sens=0.925, deg=0.000
Ep 080/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:05,  1.51s/it, loss=0.645, mat=0.003, sens=0.917, deg=0.000
Ep 080/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:04,  1.51s/it, loss=0.645, mat=0.003, sens=0.917, deg=0.000
Ep 080/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:04,  1.51s/it, loss=0.562, mat=0.002, sens=0.799, deg=0.000
Ep 080/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:02,  1.51s/it, loss=0.562, mat=0.002, sens=0.799, deg=0.000
Ep 080/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:02,  1.51s/it, loss=0.601, mat=0.003, sens=0.855, deg=0.000
Ep 080/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:01,  1.51s/it, loss=0.601, mat=0.003, sens=0.855, deg=0.000
Ep 080/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.51s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.000
Ep 080/100 [S4:finetune]:  25%|▎| 66/264 [01:40<05:00,  1.52s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.000
Ep 080/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.000
Ep 080/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:58,  1.51s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.000
Ep 080/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:58,  1.51s/it, loss=0.621, mat=0.003, sens=0.884, deg=0.000
Ep 080/100 [S4:finetune]:  26%|▎| 68/264 [01:43<05:01,  1.54s/it, loss=0.621, mat=0.003, sens=0.884, deg=0.000
Ep 080/100 [S4:finetune]:  26%|▎| 68/264 [01:45<05:01,  1.54s/it, loss=0.627, mat=0.003, sens=0.894, deg=0.000
Ep 080/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:58,  1.53s/it, loss=0.627, mat=0.003, sens=0.894, deg=0.000
Ep 080/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:58,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:55,  1.52s/it, loss=0.627, mat=0.002, sens=0.894, deg=0.000
Ep 080/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:53,  1.52s/it, loss=0.627, mat=0.002, sens=0.894, deg=0.000
Ep 080/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:53,  1.52s/it, loss=0.583, mat=0.003, sens=0.831, deg=0.000
Ep 080/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:51,  1.52s/it, loss=0.583, mat=0.003, sens=0.831, deg=0.000
Ep 080/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:51,  1.52s/it, loss=0.631, mat=0.004, sens=0.900, deg=0.000
Ep 080/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:50,  1.52s/it, loss=0.631, mat=0.004, sens=0.900, deg=0.000
Ep 080/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:50,  1.52s/it, loss=0.593, mat=0.003, sens=0.844, deg=0.000
Ep 080/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:48,  1.52s/it, loss=0.593, mat=0.003, sens=0.844, deg=0.000
Ep 080/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:48,  1.52s/it, loss=0.629, mat=0.002, sens=0.898, deg=0.000
Ep 080/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:48,  1.53s/it, loss=0.629, mat=0.002, sens=0.898, deg=0.000
Ep 080/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:48,  1.53s/it, loss=0.570, mat=0.002, sens=0.813, deg=0.000
Ep 080/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:47,  1.53s/it, loss=0.570, mat=0.002, sens=0.813, deg=0.000
Ep 080/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:47,  1.53s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.000
Ep 080/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:45,  1.53s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.000
Ep 080/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:45,  1.53s/it, loss=0.553, mat=0.004, sens=0.789, deg=0.000
Ep 080/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:42,  1.52s/it, loss=0.553, mat=0.004, sens=0.789, deg=0.000
Ep 080/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:40,  1.52s/it, loss=0.621, mat=0.003, sens=0.884, deg=0.000
Ep 080/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:42,  1.54s/it, loss=0.621, mat=0.003, sens=0.884, deg=0.000
Ep 080/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:42,  1.54s/it, loss=0.593, mat=0.003, sens=0.844, deg=0.000
Ep 080/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:39,  1.53s/it, loss=0.593, mat=0.003, sens=0.844, deg=0.000
Ep 080/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:39,  1.53s/it, loss=0.661, mat=0.002, sens=0.942, deg=0.000
Ep 080/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:37,  1.52s/it, loss=0.661, mat=0.002, sens=0.942, deg=0.000
Ep 080/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:37,  1.52s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.000
Ep 080/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.000
Ep 080/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:35,  1.52s/it, loss=0.592, mat=0.005, sens=0.842, deg=0.000
Ep 080/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:33,  1.52s/it, loss=0.592, mat=0.005, sens=0.842, deg=0.000
Ep 080/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.621, mat=0.004, sens=0.884, deg=0.000
Ep 080/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.621, mat=0.004, sens=0.884, deg=0.000
Ep 080/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:31,  1.52s/it, loss=0.641, mat=0.003, sens=0.911, deg=0.000
Ep 080/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:29,  1.51s/it, loss=0.641, mat=0.003, sens=0.911, deg=0.000
Ep 080/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:29,  1.51s/it, loss=0.599, mat=0.004, sens=0.852, deg=0.000
Ep 080/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.599, mat=0.004, sens=0.852, deg=0.000
Ep 080/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:26,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.51s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.000
Ep 080/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:25,  1.52s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.000
Ep 080/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:25,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:23,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:21,  1.51s/it, loss=0.574, mat=0.005, sens=0.817, deg=0.000
Ep 080/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:20,  1.51s/it, loss=0.574, mat=0.005, sens=0.817, deg=0.000
Ep 080/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:20,  1.51s/it, loss=0.647, mat=0.003, sens=0.917, deg=0.000
Ep 080/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:18,  1.51s/it, loss=0.647, mat=0.003, sens=0.917, deg=0.000
Ep 080/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 080/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:17,  1.51s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.000
Ep 080/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:15,  1.51s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.000
Ep 080/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:15,  1.51s/it, loss=0.625, mat=0.003, sens=0.889, deg=0.000
Ep 080/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:13,  1.51s/it, loss=0.625, mat=0.003, sens=0.889, deg=0.000
Ep 080/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=0.586, mat=0.002, sens=0.835, deg=0.000
Ep 080/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.586, mat=0.002, sens=0.835, deg=0.000
Ep 080/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:12,  1.51s/it, loss=0.581, mat=0.004, sens=0.827, deg=0.000
Ep 080/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:14,  1.53s/it, loss=0.581, mat=0.004, sens=0.827, deg=0.000
Ep 080/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:14,  1.53s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.000
Ep 080/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:13,  1.54s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.000
Ep 080/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:13,  1.54s/it, loss=0.558, mat=0.003, sens=0.794, deg=0.000
Ep 080/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:11,  1.53s/it, loss=0.558, mat=0.003, sens=0.794, deg=0.00
Ep 080/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:11,  1.53s/it, loss=0.533, mat=0.003, sens=0.758, deg=0.00
Ep 080/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:08,  1.53s/it, loss=0.533, mat=0.003, sens=0.758, deg=0.00
Ep 080/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:08,  1.53s/it, loss=0.514, mat=0.003, sens=0.728, deg=0.00
Ep 080/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:06,  1.52s/it, loss=0.514, mat=0.003, sens=0.728, deg=0.00
Ep 080/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:06,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:04,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:02,  1.52s/it, loss=0.521, mat=0.003, sens=0.742, deg=0.00
Ep 080/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:01,  1.52s/it, loss=0.521, mat=0.003, sens=0.742, deg=0.00
Ep 080/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:01,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:59,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  40%|▍| 106/264 [02:43<03:59,  1.51s/it, loss=0.587, mat=0.003, sens=0.835, deg=0.00
Ep 080/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:57,  1.51s/it, loss=0.587, mat=0.003, sens=0.835, deg=0.00
Ep 080/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:57,  1.51s/it, loss=0.515, mat=0.003, sens=0.735, deg=0.00
Ep 080/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:55,  1.51s/it, loss=0.515, mat=0.003, sens=0.735, deg=0.00
Ep 080/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:55,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:54,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:54,  1.51s/it, loss=0.532, mat=0.003, sens=0.759, deg=0.00
Ep 080/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:52,  1.51s/it, loss=0.532, mat=0.003, sens=0.759, deg=0.00
Ep 080/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:52,  1.51s/it, loss=0.536, mat=0.003, sens=0.763, deg=0.00
Ep 080/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:51,  1.51s/it, loss=0.536, mat=0.003, sens=0.763, deg=0.00
Ep 080/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:49,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:49,  1.51s/it, loss=0.549, mat=0.002, sens=0.783, deg=0.00
Ep 080/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:51,  1.53s/it, loss=0.549, mat=0.002, sens=0.783, deg=0.00
Ep 080/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:51,  1.53s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.00
Ep 080/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:48,  1.53s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.00
Ep 080/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:48,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:40,  1.51s/it, loss=0.556, mat=0.002, sens=0.793, deg=0.00
Ep 080/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:39,  1.51s/it, loss=0.556, mat=0.002, sens=0.793, deg=0.00
Ep 080/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:39,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:37,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:37,  1.51s/it, loss=0.569, mat=0.003, sens=0.810, deg=0.00
Ep 080/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:36,  1.51s/it, loss=0.569, mat=0.003, sens=0.810, deg=0.00
Ep 080/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.554, mat=0.003, sens=0.789, deg=0.00
Ep 080/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:35,  1.51s/it, loss=0.554, mat=0.003, sens=0.789, deg=0.00
Ep 080/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:35,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:33,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:33,  1.52s/it, loss=0.555, mat=0.003, sens=0.791, deg=0.00
Ep 080/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:33,  1.53s/it, loss=0.555, mat=0.003, sens=0.791, deg=0.00
Ep 080/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:33,  1.53s/it, loss=0.526, mat=0.004, sens=0.750, deg=0.00
Ep 080/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:35,  1.55s/it, loss=0.526, mat=0.004, sens=0.750, deg=0.00
Ep 080/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:35,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:32,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:32,  1.54s/it, loss=0.549, mat=0.004, sens=0.780, deg=0.00
Ep 080/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:29,  1.53s/it, loss=0.549, mat=0.004, sens=0.780, deg=0.00
Ep 080/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:27,  1.52s/it, loss=0.497, mat=0.004, sens=0.707, deg=0.00
Ep 080/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:25,  1.52s/it, loss=0.497, mat=0.004, sens=0.707, deg=0.00
Ep 080/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.496, mat=0.004, sens=0.706, deg=0.00
Ep 080/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:21,  1.52s/it, loss=0.496, mat=0.004, sens=0.706, deg=0.00
Ep 080/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:21,  1.52s/it, loss=0.527, mat=0.004, sens=0.751, deg=0.00
Ep 080/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:19,  1.51s/it, loss=0.527, mat=0.004, sens=0.751, deg=0.00
Ep 080/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:18,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:18,  1.51s/it, loss=0.546, mat=0.002, sens=0.778, deg=0.00
Ep 080/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:16,  1.51s/it, loss=0.546, mat=0.002, sens=0.778, deg=0.00
Ep 080/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:14,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:11,  1.51s/it, loss=0.497, mat=0.003, sens=0.708, deg=0.00
Ep 080/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:10,  1.51s/it, loss=0.497, mat=0.003, sens=0.708, deg=0.00
Ep 080/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:08,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:08,  1.51s/it, loss=0.518, mat=0.004, sens=0.737, deg=0.00
Ep 080/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.518, mat=0.004, sens=0.737, deg=0.00
Ep 080/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:03,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:03,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  55%|▌| 145/264 [03:40<03:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:00,  1.52s/it, loss=0.517, mat=0.005, sens=0.734, deg=0.00
Ep 080/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:59,  1.52s/it, loss=0.517, mat=0.005, sens=0.734, deg=0.00
Ep 080/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:59,  1.52s/it, loss=0.522, mat=0.002, sens=0.743, deg=0.00
Ep 080/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:57,  1.52s/it, loss=0.522, mat=0.002, sens=0.743, deg=0.00
Ep 080/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:57,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:57,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:57,  1.53s/it, loss=0.511, mat=0.003, sens=0.728, deg=0.00
Ep 080/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:55,  1.53s/it, loss=0.511, mat=0.003, sens=0.728, deg=0.00
Ep 080/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:55,  1.53s/it, loss=0.504, mat=0.003, sens=0.718, deg=0.00
Ep 080/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:53,  1.52s/it, loss=0.504, mat=0.003, sens=0.718, deg=0.00
Ep 080/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:53,  1.52s/it, loss=0.533, mat=0.005, sens=0.759, deg=0.00
Ep 080/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:51,  1.52s/it, loss=0.533, mat=0.005, sens=0.759, deg=0.00
Ep 080/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:51,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:49,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:49,  1.52s/it, loss=0.480, mat=0.003, sens=0.684, deg=0.00
Ep 080/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:48,  1.52s/it, loss=0.480, mat=0.003, sens=0.684, deg=0.00
Ep 080/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:48,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:46,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:46,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:44,  1.51s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.00
Ep 080/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:43,  1.51s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.00
Ep 080/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:43,  1.51s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 080/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:44,  1.53s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 080/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:44,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:41,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:41,  1.53s/it, loss=0.507, mat=0.003, sens=0.723, deg=0.00
Ep 080/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.52s/it, loss=0.507, mat=0.003, sens=0.723, deg=0.00
Ep 080/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:39,  1.52s/it, loss=0.492, mat=0.004, sens=0.700, deg=0.00
Ep 080/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:37,  1.52s/it, loss=0.492, mat=0.004, sens=0.700, deg=0.00
Ep 080/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:37,  1.52s/it, loss=0.502, mat=0.003, sens=0.715, deg=0.00
Ep 080/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.502, mat=0.003, sens=0.715, deg=0.00
Ep 080/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.541, mat=0.002, sens=0.772, deg=0.00
Ep 080/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.51s/it, loss=0.541, mat=0.002, sens=0.772, deg=0.00
Ep 080/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:32,  1.51s/it, loss=0.545, mat=0.005, sens=0.776, deg=0.00
Ep 080/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.51s/it, loss=0.545, mat=0.005, sens=0.776, deg=0.00
Ep 080/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:31,  1.51s/it, loss=0.531, mat=0.004, sens=0.755, deg=0.00
Ep 080/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.531, mat=0.004, sens=0.755, deg=0.00
Ep 080/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:29,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:27,  1.51s/it, loss=0.541, mat=0.005, sens=0.771, deg=0.00
Ep 080/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.541, mat=0.005, sens=0.771, deg=0.00
Ep 080/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:26,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:25,  1.53s/it, loss=0.572, mat=0.003, sens=0.814, deg=0.00
Ep 080/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:23,  1.53s/it, loss=0.572, mat=0.003, sens=0.814, deg=0.00
Ep 080/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:23,  1.53s/it, loss=0.512, mat=0.003, sens=0.730, deg=0.00
Ep 080/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.512, mat=0.003, sens=0.730, deg=0.00
Ep 080/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.497, mat=0.003, sens=0.709, deg=0.00
Ep 080/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:20,  1.53s/it, loss=0.497, mat=0.003, sens=0.709, deg=0.00
Ep 080/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:20,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:19,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:19,  1.53s/it, loss=0.557, mat=0.002, sens=0.793, deg=0.00
Ep 080/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:17,  1.52s/it, loss=0.557, mat=0.002, sens=0.793, deg=0.00
Ep 080/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:17,  1.52s/it, loss=0.563, mat=0.003, sens=0.804, deg=0.00
Ep 080/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:15,  1.52s/it, loss=0.563, mat=0.003, sens=0.804, deg=0.00
Ep 080/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.52s/it, loss=0.584, mat=0.004, sens=0.831, deg=0.00
Ep 080/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:13,  1.52s/it, loss=0.584, mat=0.004, sens=0.831, deg=0.00
Ep 080/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:13,  1.52s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 080/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:12,  1.52s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 080/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:12,  1.52s/it, loss=0.528, mat=0.003, sens=0.753, deg=0.00
Ep 080/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:10,  1.52s/it, loss=0.528, mat=0.003, sens=0.753, deg=0.00
Ep 080/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:10,  1.52s/it, loss=0.511, mat=0.003, sens=0.727, deg=0.00
Ep 080/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.52s/it, loss=0.511, mat=0.003, sens=0.727, deg=0.00
Ep 080/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:08,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:04,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:02,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:02,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:00,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:00,  1.51s/it, loss=0.545, mat=0.002, sens=0.778, deg=0.00
Ep 080/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.545, mat=0.002, sens=0.778, deg=0.00
Ep 080/100 [S4:finetune]:  70%|▋| 185/264 [04:43<01:59,  1.51s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.00
Ep 080/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.51s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.00
Ep 080/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:58,  1.51s/it, loss=0.564, mat=0.003, sens=0.804, deg=0.00
Ep 080/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:58,  1.54s/it, loss=0.564, mat=0.003, sens=0.804, deg=0.00
Ep 080/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:58,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:56,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:56,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:54,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:54,  1.52s/it, loss=0.561, mat=0.004, sens=0.799, deg=0.00
Ep 080/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:52,  1.52s/it, loss=0.561, mat=0.004, sens=0.799, deg=0.00
Ep 080/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:52,  1.52s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 080/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:50,  1.52s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 080/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:50,  1.52s/it, loss=0.556, mat=0.002, sens=0.791, deg=0.00
Ep 080/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.51s/it, loss=0.556, mat=0.002, sens=0.791, deg=0.00
Ep 080/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.51s/it, loss=0.552, mat=0.003, sens=0.782, deg=0.00
Ep 080/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:47,  1.52s/it, loss=0.552, mat=0.003, sens=0.782, deg=0.00
Ep 080/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:45,  1.51s/it, loss=0.568, mat=0.003, sens=0.810, deg=0.00
Ep 080/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:44,  1.51s/it, loss=0.568, mat=0.003, sens=0.810, deg=0.00
Ep 080/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:44,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.540, mat=0.002, sens=0.770, deg=0.00
Ep 080/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.52s/it, loss=0.540, mat=0.002, sens=0.770, deg=0.00
Ep 080/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:38,  1.52s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.00
Ep 080/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:37,  1.52s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.00
Ep 080/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.573, mat=0.002, sens=0.818, deg=0.00
Ep 080/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:35,  1.54s/it, loss=0.573, mat=0.002, sens=0.818, deg=0.00
Ep 080/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:35,  1.54s/it, loss=0.544, mat=0.005, sens=0.775, deg=0.00
Ep 080/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:33,  1.53s/it, loss=0.544, mat=0.005, sens=0.775, deg=0.00
Ep 080/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:33,  1.53s/it, loss=0.542, mat=0.002, sens=0.769, deg=0.00
Ep 080/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:31,  1.53s/it, loss=0.542, mat=0.002, sens=0.769, deg=0.00
Ep 080/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:31,  1.53s/it, loss=0.551, mat=0.004, sens=0.785, deg=0.00
Ep 080/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.52s/it, loss=0.551, mat=0.004, sens=0.785, deg=0.00
Ep 080/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.527, mat=0.003, sens=0.752, deg=0.00
Ep 080/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:28,  1.52s/it, loss=0.527, mat=0.003, sens=0.752, deg=0.00
Ep 080/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:28,  1.52s/it, loss=0.542, mat=0.002, sens=0.773, deg=0.00
Ep 080/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.52s/it, loss=0.542, mat=0.002, sens=0.773, deg=0.00
Ep 080/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.554, mat=0.004, sens=0.790, deg=0.00
Ep 080/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:25,  1.52s/it, loss=0.554, mat=0.004, sens=0.790, deg=0.00
Ep 080/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:25,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.515, mat=0.004, sens=0.733, deg=0.00
Ep 080/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.52s/it, loss=0.515, mat=0.004, sens=0.733, deg=0.00
Ep 080/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:18,  1.52s/it, loss=0.544, mat=0.004, sens=0.774, deg=0.00
Ep 080/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.52s/it, loss=0.544, mat=0.004, sens=0.774, deg=0.00
Ep 080/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.609, mat=0.003, sens=0.869, deg=0.00
Ep 080/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:16,  1.54s/it, loss=0.609, mat=0.003, sens=0.869, deg=0.00
Ep 080/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:16,  1.54s/it, loss=0.566, mat=0.002, sens=0.806, deg=0.00
Ep 080/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:15,  1.53s/it, loss=0.566, mat=0.002, sens=0.806, deg=0.00
Ep 080/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:15,  1.53s/it, loss=0.533, mat=0.003, sens=0.758, deg=0.00
Ep 080/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:13,  1.53s/it, loss=0.533, mat=0.003, sens=0.758, deg=0.00
Ep 080/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:13,  1.53s/it, loss=0.607, mat=0.004, sens=0.798, deg=0.00
Ep 080/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.52s/it, loss=0.607, mat=0.004, sens=0.798, deg=0.00
Ep 080/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.52s/it, loss=0.566, mat=0.003, sens=0.803, deg=0.00
Ep 080/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:10,  1.52s/it, loss=0.566, mat=0.003, sens=0.803, deg=0.00
Ep 080/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:10,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:08,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.52s/it, loss=0.566, mat=0.003, sens=0.804, deg=0.00
Ep 080/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.52s/it, loss=0.566, mat=0.003, sens=0.804, deg=0.00
Ep 080/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:06,  1.52s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 080/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:05,  1.53s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 080/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.53s/it, loss=0.560, mat=0.004, sens=0.797, deg=0.00
Ep 080/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:04,  1.53s/it, loss=0.560, mat=0.004, sens=0.797, deg=0.00
Ep 080/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:04,  1.53s/it, loss=0.545, mat=0.004, sens=0.776, deg=0.00
Ep 080/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:02,  1.52s/it, loss=0.545, mat=0.004, sens=0.776, deg=0.00
Ep 080/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.557, mat=0.003, sens=0.795, deg=0.00
Ep 080/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.52s/it, loss=0.557, mat=0.003, sens=0.795, deg=0.00
Ep 080/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:00,  1.52s/it, loss=0.554, mat=0.003, sens=0.787, deg=0.00
Ep 080/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.52s/it, loss=0.554, mat=0.003, sens=0.787, deg=0.00
Ep 080/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.52s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.00
Ep 080/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.51s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.00
Ep 080/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:56,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.51s/it, loss=0.575, mat=0.004, sens=0.819, deg=0.00
Ep 080/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=0.575, mat=0.004, sens=0.819, deg=0.00
Ep 080/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:52,  1.51s/it, loss=0.562, mat=0.004, sens=0.800, deg=0.00
Ep 080/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.51s/it, loss=0.562, mat=0.004, sens=0.800, deg=0.00
Ep 080/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:49,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.51s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.00
Ep 080/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:47,  1.54s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.00
Ep 080/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:47,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.53s/it, loss=0.612, mat=0.005, sens=0.872, deg=0.00
Ep 080/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:44,  1.52s/it, loss=0.612, mat=0.005, sens=0.872, deg=0.00
Ep 080/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:44,  1.52s/it, loss=0.621, mat=0.003, sens=0.885, deg=0.00
Ep 080/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.621, mat=0.003, sens=0.885, deg=0.00
Ep 080/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.549, mat=0.004, sens=0.783, deg=0.00
Ep 080/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.52s/it, loss=0.549, mat=0.004, sens=0.783, deg=0.00
Ep 080/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:41,  1.52s/it, loss=0.635, mat=0.004, sens=0.905, deg=0.00
Ep 080/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.635, mat=0.004, sens=0.905, deg=0.00
Ep 080/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:37,  1.52s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.00
Ep 080/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.52s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.00
Ep 080/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.00
Ep 080/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.52s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.00
Ep 080/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:34,  1.52s/it, loss=0.620, mat=0.004, sens=0.885, deg=0.00
Ep 080/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.52s/it, loss=0.620, mat=0.004, sens=0.885, deg=0.00
Ep 080/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.52s/it, loss=0.654, mat=0.002, sens=0.932, deg=0.00
Ep 080/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.654, mat=0.002, sens=0.932, deg=0.00
Ep 080/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.52s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.00
Ep 080/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:29,  1.53s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.00
Ep 080/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.53s/it, loss=0.643, mat=0.004, sens=0.916, deg=0.00
Ep 080/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:26,  1.55s/it, loss=0.643, mat=0.004, sens=0.916, deg=0.00
Ep 080/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:26,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.581, mat=0.002, sens=0.829, deg=0.00
Ep 080/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.581, mat=0.002, sens=0.829, deg=0.00
Ep 080/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.543, mat=0.002, sens=0.773, deg=0.00
Ep 080/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.543, mat=0.002, sens=0.773, deg=0.00
Ep 080/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.00
Ep 080/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.00
Ep 080/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.54s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.554, mat=0.004, sens=0.789, deg=0.00
Ep 080/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.554, mat=0.004, sens=0.789, deg=0.00
Ep 080/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 080/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.574, mat=0.002, sens=0.818, deg=0.00
Ep 080/100 [S4:finetune]: 100%|█| 264/264 [06:41<00:00,  1.51s/it, loss=0.574, mat=0.002, sens=0.818, deg=0.00
                                                                                                              
Epoch 080/100 [S4:finetune]  loss=0.3434  mat=0.0032  sens=0.4878  deg=0.0001  orth=0.0009  α=0.3 β=0.7 γ=0.2  402s

Ep 081/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 081/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.604, mat=0.003, sens=0.859, deg=0.000]
Ep 081/100 [S4:finetune]:   0%| | 1/264 [00:02<08:59,  2.05s/it, loss=0.604, mat=0.003, sens=0.859, deg=0.000]
Ep 081/100 [S4:finetune]:   0%| | 1/264 [00:03<08:59,  2.05s/it, loss=0.662, mat=0.003, sens=0.943, deg=0.000]
Ep 081/100 [S4:finetune]:   1%| | 2/264 [00:03<07:34,  1.73s/it, loss=0.662, mat=0.003, sens=0.943, deg=0.000]
Ep 081/100 [S4:finetune]:   1%| | 2/264 [00:05<07:34,  1.73s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 081/100 [S4:finetune]:   1%| | 3/264 [00:05<07:05,  1.63s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 081/100 [S4:finetune]:   1%| | 3/264 [00:06<07:05,  1.63s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 081/100 [S4:finetune]:   2%| | 4/264 [00:06<06:51,  1.58s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 081/100 [S4:finetune]:   2%| | 4/264 [00:08<06:51,  1.58s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 081/100 [S4:finetune]:   2%| | 5/264 [00:08<06:46,  1.57s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 081/100 [S4:finetune]:   2%| | 5/264 [00:09<06:46,  1.57s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.000]
Ep 081/100 [S4:finetune]:   2%| | 6/264 [00:09<06:41,  1.56s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.000]
Ep 081/100 [S4:finetune]:   2%| | 6/264 [00:11<06:41,  1.56s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 081/100 [S4:finetune]:   3%| | 7/264 [00:11<06:35,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 081/100 [S4:finetune]:   3%| | 7/264 [00:12<06:35,  1.54s/it, loss=0.734, mat=0.003, sens=1.047, deg=0.000]
Ep 081/100 [S4:finetune]:   3%| | 8/264 [00:12<06:33,  1.54s/it, loss=0.734, mat=0.003, sens=1.047, deg=0.000]
Ep 081/100 [S4:finetune]:   3%| | 8/264 [00:14<06:33,  1.54s/it, loss=0.680, mat=0.005, sens=0.969, deg=0.000]
Ep 081/100 [S4:finetune]:   3%| | 9/264 [00:14<06:38,  1.56s/it, loss=0.680, mat=0.005, sens=0.969, deg=0.000]
Ep 081/100 [S4:finetune]:   3%| | 9/264 [00:15<06:38,  1.56s/it, loss=0.586, mat=0.004, sens=0.835, deg=0.000]
Ep 081/100 [S4:finetune]:   4%| | 10/264 [00:15<06:33,  1.55s/it, loss=0.586, mat=0.004, sens=0.835, deg=0.000
Ep 081/100 [S4:finetune]:   4%| | 10/264 [00:17<06:33,  1.55s/it, loss=0.647, mat=0.003, sens=0.922, deg=0.000
Ep 081/100 [S4:finetune]:   4%| | 11/264 [00:17<06:28,  1.54s/it, loss=0.647, mat=0.003, sens=0.922, deg=0.000
Ep 081/100 [S4:finetune]:   4%| | 11/264 [00:18<06:28,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:   5%| | 12/264 [00:18<06:25,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:   5%| | 12/264 [00:20<06:25,  1.53s/it, loss=0.665, mat=0.003, sens=0.948, deg=0.000
Ep 081/100 [S4:finetune]:   5%| | 13/264 [00:20<06:22,  1.53s/it, loss=0.665, mat=0.003, sens=0.948, deg=0.000
Ep 081/100 [S4:finetune]:   5%| | 13/264 [00:21<06:22,  1.53s/it, loss=0.555, mat=0.003, sens=0.790, deg=0.000
Ep 081/100 [S4:finetune]:   5%| | 14/264 [00:21<06:20,  1.52s/it, loss=0.555, mat=0.003, sens=0.790, deg=0.000
Ep 081/100 [S4:finetune]:   5%| | 14/264 [00:23<06:20,  1.52s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.000
Ep 081/100 [S4:finetune]:   6%| | 15/264 [00:23<06:18,  1.52s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.000
Ep 081/100 [S4:finetune]:   6%| | 15/264 [00:24<06:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:   6%| | 16/264 [00:24<06:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:   6%| | 16/264 [00:26<06:16,  1.52s/it, loss=0.540, mat=0.002, sens=0.769, deg=0.000
Ep 081/100 [S4:finetune]:   6%| | 17/264 [00:26<06:14,  1.52s/it, loss=0.540, mat=0.002, sens=0.769, deg=0.000
Ep 081/100 [S4:finetune]:   6%| | 17/264 [00:27<06:14,  1.52s/it, loss=0.626, mat=0.003, sens=0.892, deg=0.000
Ep 081/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.626, mat=0.003, sens=0.892, deg=0.000
Ep 081/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:   7%| | 19/264 [00:30<06:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:   8%| | 20/264 [00:30<06:09,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:   8%| | 20/264 [00:32<06:09,  1.52s/it, loss=0.554, mat=0.003, sens=0.789, deg=0.000
Ep 081/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.554, mat=0.003, sens=0.789, deg=0.000
Ep 081/100 [S4:finetune]:   8%| | 21/264 [00:33<06:07,  1.51s/it, loss=0.529, mat=0.004, sens=0.748, deg=0.000
Ep 081/100 [S4:finetune]:   8%| | 22/264 [00:33<06:06,  1.51s/it, loss=0.529, mat=0.004, sens=0.748, deg=0.000
Ep 081/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.51s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.000
Ep 081/100 [S4:finetune]:   9%| | 23/264 [00:35<06:05,  1.52s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.000
Ep 081/100 [S4:finetune]:   9%| | 23/264 [00:37<06:05,  1.52s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.000
Ep 081/100 [S4:finetune]:   9%| | 24/264 [00:37<06:03,  1.52s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.000
Ep 081/100 [S4:finetune]:   9%| | 24/264 [00:38<06:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:   9%| | 25/264 [00:38<06:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:   9%| | 25/264 [00:40<06:02,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  10%| | 26/264 [00:40<06:00,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  10%| | 26/264 [00:41<06:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  10%| | 27/264 [00:41<06:03,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  10%| | 27/264 [00:43<06:03,  1.54s/it, loss=0.567, mat=0.003, sens=0.806, deg=0.000
Ep 081/100 [S4:finetune]:  11%| | 28/264 [00:43<06:00,  1.53s/it, loss=0.567, mat=0.003, sens=0.806, deg=0.000
Ep 081/100 [S4:finetune]:  11%| | 28/264 [00:44<06:00,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  11%| | 29/264 [00:44<06:00,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  11%| | 29/264 [00:46<06:00,  1.53s/it, loss=0.603, mat=0.002, sens=0.859, deg=0.000
Ep 081/100 [S4:finetune]:  11%| | 30/264 [00:46<05:58,  1.53s/it, loss=0.603, mat=0.002, sens=0.859, deg=0.000
Ep 081/100 [S4:finetune]:  11%| | 30/264 [00:47<05:58,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  12%| | 31/264 [00:47<05:56,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  12%| | 31/264 [00:49<05:56,  1.53s/it, loss=0.561, mat=0.005, sens=0.796, deg=0.000
Ep 081/100 [S4:finetune]:  12%| | 32/264 [00:49<05:53,  1.52s/it, loss=0.561, mat=0.005, sens=0.796, deg=0.000
Ep 081/100 [S4:finetune]:  12%| | 32/264 [00:50<05:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:51,  1.52s/it, loss=0.564, mat=0.002, sens=0.804, deg=0.000
Ep 081/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:49,  1.52s/it, loss=0.564, mat=0.002, sens=0.804, deg=0.000
Ep 081/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:49,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:47,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:47,  1.52s/it, loss=0.572, mat=0.002, sens=0.815, deg=0.000
Ep 081/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:45,  1.52s/it, loss=0.572, mat=0.002, sens=0.815, deg=0.000
Ep 081/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:45,  1.52s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.000
Ep 081/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.000
Ep 081/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.013
Ep 081/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:42,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.013
Ep 081/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.51s/it, loss=0.637, mat=0.002, sens=0.907, deg=0.000
Ep 081/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:41,  1.52s/it, loss=0.637, mat=0.002, sens=0.907, deg=0.000
Ep 081/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:41,  1.52s/it, loss=0.539, mat=0.003, sens=0.767, deg=0.000
Ep 081/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.52s/it, loss=0.539, mat=0.003, sens=0.767, deg=0.000
Ep 081/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.52s/it, loss=0.554, mat=0.003, sens=0.787, deg=0.000
Ep 081/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.554, mat=0.003, sens=0.787, deg=0.000
Ep 081/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.558, mat=0.003, sens=0.786, deg=0.000
Ep 081/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:41,  1.54s/it, loss=0.558, mat=0.003, sens=0.786, deg=0.000
Ep 081/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:41,  1.54s/it, loss=0.528, mat=0.004, sens=0.752, deg=0.000
Ep 081/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:38,  1.53s/it, loss=0.528, mat=0.004, sens=0.752, deg=0.000
Ep 081/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:38,  1.53s/it, loss=0.580, mat=0.002, sens=0.825, deg=0.000
Ep 081/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:36,  1.53s/it, loss=0.580, mat=0.002, sens=0.825, deg=0.000
Ep 081/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:36,  1.53s/it, loss=0.583, mat=0.004, sens=0.829, deg=0.000
Ep 081/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:33,  1.52s/it, loss=0.583, mat=0.004, sens=0.829, deg=0.000
Ep 081/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:33,  1.52s/it, loss=0.558, mat=0.004, sens=0.795, deg=0.000
Ep 081/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.558, mat=0.004, sens=0.795, deg=0.000
Ep 081/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:31,  1.52s/it, loss=0.583, mat=0.003, sens=0.831, deg=0.000
Ep 081/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:29,  1.52s/it, loss=0.583, mat=0.003, sens=0.831, deg=0.000
Ep 081/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:29,  1.52s/it, loss=0.548, mat=0.003, sens=0.781, deg=0.001
Ep 081/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:27,  1.52s/it, loss=0.548, mat=0.003, sens=0.781, deg=0.001
Ep 081/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:27,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:26,  1.52s/it, loss=0.592, mat=0.003, sens=0.841, deg=0.000
Ep 081/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:24,  1.52s/it, loss=0.592, mat=0.003, sens=0.841, deg=0.000
Ep 081/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.001
Ep 081/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.001
Ep 081/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:22,  1.52s/it, loss=0.567, mat=0.003, sens=0.808, deg=0.000
Ep 081/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.51s/it, loss=0.567, mat=0.003, sens=0.808, deg=0.000
Ep 081/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:21,  1.51s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.000
Ep 081/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:21,  1.53s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.000
Ep 081/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:21,  1.53s/it, loss=0.529, mat=0.004, sens=0.754, deg=0.000
Ep 081/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:25,  1.55s/it, loss=0.529, mat=0.004, sens=0.754, deg=0.000
Ep 081/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:25,  1.55s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:21,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:21,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:18,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:18,  1.53s/it, loss=0.547, mat=0.005, sens=0.778, deg=0.001
Ep 081/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:15,  1.53s/it, loss=0.547, mat=0.005, sens=0.778, deg=0.001
Ep 081/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:15,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:13,  1.52s/it, loss=0.509, mat=0.003, sens=0.718, deg=0.000
Ep 081/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.509, mat=0.003, sens=0.718, deg=0.000
Ep 081/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:11,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:08,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:08,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:06,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:06,  1.52s/it, loss=0.554, mat=0.005, sens=0.787, deg=0.000
Ep 081/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:04,  1.52s/it, loss=0.554, mat=0.005, sens=0.787, deg=0.000
Ep 081/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:04,  1.52s/it, loss=0.533, mat=0.003, sens=0.760, deg=0.000
Ep 081/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:03,  1.52s/it, loss=0.533, mat=0.003, sens=0.760, deg=0.000
Ep 081/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:03,  1.52s/it, loss=0.573, mat=0.003, sens=0.812, deg=0.000
Ep 081/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:01,  1.52s/it, loss=0.573, mat=0.003, sens=0.812, deg=0.000
Ep 081/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.52s/it, loss=0.559, mat=0.003, sens=0.785, deg=0.000
Ep 081/100 [S4:finetune]:  25%|▎| 66/264 [01:40<05:00,  1.52s/it, loss=0.559, mat=0.003, sens=0.785, deg=0.000
Ep 081/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  25%|▎| 67/264 [01:44<04:58,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:57,  1.52s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.000
Ep 081/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:55,  1.52s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.000
Ep 081/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:55,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:53,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:53,  1.52s/it, loss=0.472, mat=0.002, sens=0.672, deg=0.000
Ep 081/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:53,  1.52s/it, loss=0.472, mat=0.002, sens=0.672, deg=0.000
Ep 081/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:52,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:52,  1.52s/it, loss=0.539, mat=0.004, sens=0.766, deg=0.000
Ep 081/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:54,  1.54s/it, loss=0.539, mat=0.004, sens=0.766, deg=0.000
Ep 081/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:54,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:51,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:51,  1.54s/it, loss=0.515, mat=0.003, sens=0.734, deg=0.000
Ep 081/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:48,  1.53s/it, loss=0.515, mat=0.003, sens=0.734, deg=0.000
Ep 081/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:48,  1.53s/it, loss=0.530, mat=0.004, sens=0.755, deg=0.000
Ep 081/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:46,  1.52s/it, loss=0.530, mat=0.004, sens=0.755, deg=0.000
Ep 081/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:46,  1.52s/it, loss=0.525, mat=0.002, sens=0.746, deg=0.000
Ep 081/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:46,  1.53s/it, loss=0.525, mat=0.002, sens=0.746, deg=0.000
Ep 081/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:46,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:44,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:44,  1.53s/it, loss=0.531, mat=0.004, sens=0.756, deg=0.000
Ep 081/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:42,  1.53s/it, loss=0.531, mat=0.004, sens=0.756, deg=0.000
Ep 081/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:42,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:40,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:40,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:38,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:38,  1.52s/it, loss=0.559, mat=0.002, sens=0.795, deg=0.000
Ep 081/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:36,  1.52s/it, loss=0.559, mat=0.002, sens=0.795, deg=0.000
Ep 081/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:35,  1.52s/it, loss=0.556, mat=0.004, sens=0.792, deg=0.000
Ep 081/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:33,  1.52s/it, loss=0.556, mat=0.004, sens=0.792, deg=0.000
Ep 081/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.643, mat=0.004, sens=0.916, deg=0.000
Ep 081/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.643, mat=0.004, sens=0.916, deg=0.000
Ep 081/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:31,  1.52s/it, loss=0.534, mat=0.004, sens=0.760, deg=0.000
Ep 081/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.534, mat=0.004, sens=0.760, deg=0.000
Ep 081/100 [S4:finetune]:  33%|▎| 86/264 [02:13<04:30,  1.52s/it, loss=0.564, mat=0.004, sens=0.803, deg=0.000
Ep 081/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:32,  1.54s/it, loss=0.564, mat=0.004, sens=0.803, deg=0.000
Ep 081/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:32,  1.54s/it, loss=0.574, mat=0.004, sens=0.816, deg=0.000
Ep 081/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:30,  1.53s/it, loss=0.574, mat=0.004, sens=0.816, deg=0.000
Ep 081/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:30,  1.53s/it, loss=0.536, mat=0.002, sens=0.764, deg=0.000
Ep 081/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:27,  1.53s/it, loss=0.536, mat=0.002, sens=0.764, deg=0.000
Ep 081/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:27,  1.53s/it, loss=0.552, mat=0.002, sens=0.786, deg=0.000
Ep 081/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:25,  1.53s/it, loss=0.552, mat=0.002, sens=0.786, deg=0.000
Ep 081/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:21,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.559, mat=0.003, sens=0.796, deg=0.000
Ep 081/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:17,  1.52s/it, loss=0.559, mat=0.003, sens=0.796, deg=0.000
Ep 081/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 081/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:13,  1.52s/it, loss=0.598, mat=0.005, sens=0.852, deg=0.000
Ep 081/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:11,  1.52s/it, loss=0.598, mat=0.005, sens=0.852, deg=0.000
Ep 081/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:11,  1.52s/it, loss=0.690, mat=0.003, sens=0.799, deg=0.000
Ep 081/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:13,  1.54s/it, loss=0.690, mat=0.003, sens=0.799, deg=0.000
Ep 081/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:13,  1.54s/it, loss=0.575, mat=0.004, sens=0.820, deg=0.000
Ep 081/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:11,  1.53s/it, loss=0.575, mat=0.004, sens=0.820, deg=0.00
Ep 081/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:11,  1.53s/it, loss=0.535, mat=0.003, sens=0.763, deg=0.00
Ep 081/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:09,  1.53s/it, loss=0.535, mat=0.003, sens=0.763, deg=0.00
Ep 081/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:09,  1.53s/it, loss=0.527, mat=0.004, sens=0.746, deg=0.00
Ep 081/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:08,  1.53s/it, loss=0.527, mat=0.004, sens=0.746, deg=0.00
Ep 081/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:08,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:05,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:05,  1.52s/it, loss=0.595, mat=0.004, sens=0.848, deg=0.00
Ep 081/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:03,  1.52s/it, loss=0.595, mat=0.004, sens=0.848, deg=0.00
Ep 081/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:03,  1.52s/it, loss=0.558, mat=0.004, sens=0.794, deg=0.00
Ep 081/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:01,  1.52s/it, loss=0.558, mat=0.004, sens=0.794, deg=0.00
Ep 081/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:01,  1.52s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.00
Ep 081/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:00,  1.52s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.00
Ep 081/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:00,  1.52s/it, loss=0.506, mat=0.003, sens=0.720, deg=0.00
Ep 081/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.506, mat=0.003, sens=0.720, deg=0.00
Ep 081/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:58,  1.52s/it, loss=0.546, mat=0.003, sens=0.777, deg=0.00
Ep 081/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:57,  1.52s/it, loss=0.546, mat=0.003, sens=0.777, deg=0.00
Ep 081/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:57,  1.52s/it, loss=0.577, mat=0.002, sens=0.822, deg=0.00
Ep 081/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.577, mat=0.002, sens=0.822, deg=0.00
Ep 081/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:54,  1.52s/it, loss=0.584, mat=0.004, sens=0.831, deg=0.00
Ep 081/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.584, mat=0.004, sens=0.831, deg=0.00
Ep 081/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:52,  1.52s/it, loss=0.531, mat=0.004, sens=0.756, deg=0.00
Ep 081/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:50,  1.52s/it, loss=0.531, mat=0.004, sens=0.756, deg=0.00
Ep 081/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:49,  1.52s/it, loss=0.681, mat=0.004, sens=0.970, deg=0.00
Ep 081/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:47,  1.52s/it, loss=0.681, mat=0.004, sens=0.970, deg=0.00
Ep 081/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:46,  1.52s/it, loss=0.574, mat=0.003, sens=0.819, deg=0.00
Ep 081/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.574, mat=0.003, sens=0.819, deg=0.00
Ep 081/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.583, mat=0.002, sens=0.831, deg=0.00
Ep 081/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:46,  1.54s/it, loss=0.583, mat=0.002, sens=0.831, deg=0.00
Ep 081/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:46,  1.54s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.00
Ep 081/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:43,  1.53s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.00
Ep 081/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:43,  1.53s/it, loss=0.531, mat=0.002, sens=0.756, deg=0.00
Ep 081/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:41,  1.53s/it, loss=0.531, mat=0.002, sens=0.756, deg=0.00
Ep 081/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:41,  1.53s/it, loss=0.539, mat=0.004, sens=0.767, deg=0.00
Ep 081/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:39,  1.53s/it, loss=0.539, mat=0.004, sens=0.767, deg=0.00
Ep 081/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:37,  1.52s/it, loss=0.587, mat=0.004, sens=0.836, deg=0.00
Ep 081/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:36,  1.52s/it, loss=0.587, mat=0.004, sens=0.836, deg=0.00
Ep 081/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:30,  1.53s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 081/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:28,  1.52s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 081/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:28,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:27,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:22,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:23,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:23,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:21,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:21,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:18,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:18,  1.53s/it, loss=0.534, mat=0.003, sens=0.760, deg=0.00
Ep 081/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.53s/it, loss=0.534, mat=0.003, sens=0.760, deg=0.00
Ep 081/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:16,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.590, mat=0.003, sens=0.842, deg=0.00
Ep 081/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.52s/it, loss=0.590, mat=0.003, sens=0.842, deg=0.00
Ep 081/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.569, mat=0.003, sens=0.809, deg=0.00
Ep 081/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.569, mat=0.003, sens=0.809, deg=0.00
Ep 081/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:09,  1.52s/it, loss=0.585, mat=0.003, sens=0.831, deg=0.00
Ep 081/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:08,  1.52s/it, loss=0.585, mat=0.003, sens=0.831, deg=0.00
Ep 081/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:05,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:05,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:03,  1.52s/it, loss=0.567, mat=0.003, sens=0.807, deg=0.00
Ep 081/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:05,  1.54s/it, loss=0.567, mat=0.003, sens=0.807, deg=0.00
Ep 081/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:05,  1.54s/it, loss=0.573, mat=0.004, sens=0.816, deg=0.00
Ep 081/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:02,  1.53s/it, loss=0.573, mat=0.004, sens=0.816, deg=0.00
Ep 081/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:02,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:00,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  55%|▌| 146/264 [03:44<03:00,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:58,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:58,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:57,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:57,  1.53s/it, loss=0.534, mat=0.003, sens=0.759, deg=0.00
Ep 081/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:55,  1.52s/it, loss=0.534, mat=0.003, sens=0.759, deg=0.00
Ep 081/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:53,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:53,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:53,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  57%|▌| 151/264 [03:52<02:53,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:51,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:51,  1.53s/it, loss=0.561, mat=0.003, sens=0.795, deg=0.00
Ep 081/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:49,  1.52s/it, loss=0.561, mat=0.003, sens=0.795, deg=0.00
Ep 081/100 [S4:finetune]:  58%|▌| 153/264 [03:55<02:49,  1.52s/it, loss=0.584, mat=0.003, sens=0.830, deg=0.00
Ep 081/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.584, mat=0.003, sens=0.830, deg=0.00
Ep 081/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  59%|▌| 155/264 [03:58<02:45,  1.52s/it, loss=0.573, mat=0.002, sens=0.816, deg=0.00
Ep 081/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.573, mat=0.002, sens=0.816, deg=0.00
Ep 081/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  59%|▌| 157/264 [04:01<02:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:40,  1.51s/it, loss=0.538, mat=0.003, sens=0.767, deg=0.00
Ep 081/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.52s/it, loss=0.538, mat=0.003, sens=0.767, deg=0.00
Ep 081/100 [S4:finetune]:  60%|▌| 159/264 [04:04<02:39,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:37,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  61%|▌| 161/264 [04:07<02:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:34,  1.52s/it, loss=2.477, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:35,  1.54s/it, loss=2.477, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  62%|▌| 163/264 [04:10<02:35,  1.54s/it, loss=0.532, mat=0.002, sens=0.758, deg=0.00
Ep 081/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:33,  1.53s/it, loss=0.532, mat=0.002, sens=0.758, deg=0.00
Ep 081/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:33,  1.53s/it, loss=0.568, mat=0.003, sens=0.809, deg=0.00
Ep 081/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:31,  1.53s/it, loss=0.568, mat=0.003, sens=0.809, deg=0.00
Ep 081/100 [S4:finetune]:  62%|▋| 165/264 [04:13<02:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  63%|▋| 167/264 [04:16<02:27,  1.52s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.00
Ep 081/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:25,  1.52s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.00
Ep 081/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:25,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:24,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  64%|▋| 169/264 [04:19<02:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:22,  1.52s/it, loss=0.507, mat=0.001, sens=0.721, deg=0.00
Ep 081/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.507, mat=0.001, sens=0.721, deg=0.00
Ep 081/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:21,  1.52s/it, loss=0.579, mat=0.003, sens=0.825, deg=0.00
Ep 081/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:19,  1.52s/it, loss=0.579, mat=0.003, sens=0.825, deg=0.00
Ep 081/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:18,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:18,  1.52s/it, loss=0.544, mat=0.004, sens=0.772, deg=0.00
Ep 081/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:16,  1.52s/it, loss=0.544, mat=0.004, sens=0.772, deg=0.00
Ep 081/100 [S4:finetune]:  66%|▋| 174/264 [04:27<02:16,  1.52s/it, loss=0.569, mat=0.002, sens=0.808, deg=0.00
Ep 081/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:15,  1.53s/it, loss=0.569, mat=0.002, sens=0.808, deg=0.00
Ep 081/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.53s/it, loss=0.529, mat=0.005, sens=0.753, deg=0.00
Ep 081/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:14,  1.53s/it, loss=0.529, mat=0.005, sens=0.753, deg=0.00
Ep 081/100 [S4:finetune]:  67%|▋| 176/264 [04:30<02:14,  1.53s/it, loss=0.538, mat=0.002, sens=0.766, deg=0.00
Ep 081/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:14,  1.55s/it, loss=0.538, mat=0.002, sens=0.766, deg=0.00
Ep 081/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:14,  1.55s/it, loss=0.540, mat=0.002, sens=0.769, deg=0.00
Ep 081/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:12,  1.54s/it, loss=0.540, mat=0.002, sens=0.769, deg=0.00
Ep 081/100 [S4:finetune]:  67%|▋| 178/264 [04:33<02:12,  1.54s/it, loss=0.580, mat=0.003, sens=0.827, deg=0.00
Ep 081/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:10,  1.53s/it, loss=0.580, mat=0.003, sens=0.827, deg=0.00
Ep 081/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:10,  1.53s/it, loss=0.572, mat=0.003, sens=0.814, deg=0.00
Ep 081/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:08,  1.53s/it, loss=0.572, mat=0.003, sens=0.814, deg=0.00
Ep 081/100 [S4:finetune]:  68%|▋| 180/264 [04:36<02:08,  1.53s/it, loss=0.508, mat=0.002, sens=0.722, deg=0.00
Ep 081/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:06,  1.52s/it, loss=0.508, mat=0.002, sens=0.722, deg=0.00
Ep 081/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:06,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  69%|▋| 182/264 [04:39<02:04,  1.52s/it, loss=0.589, mat=0.004, sens=0.840, deg=0.00
Ep 081/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:03,  1.52s/it, loss=0.589, mat=0.004, sens=0.840, deg=0.00
Ep 081/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:03,  1.52s/it, loss=0.565, mat=0.004, sens=0.805, deg=0.00
Ep 081/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.52s/it, loss=0.565, mat=0.004, sens=0.805, deg=0.00
Ep 081/100 [S4:finetune]:  70%|▋| 184/264 [04:42<02:01,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  70%|▋| 185/264 [04:42<02:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  70%|▋| 185/264 [04:43<02:00,  1.52s/it, loss=0.543, mat=0.003, sens=0.769, deg=0.00
Ep 081/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.543, mat=0.003, sens=0.769, deg=0.00
Ep 081/100 [S4:finetune]:  70%|▋| 186/264 [04:45<01:58,  1.52s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 081/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:57,  1.52s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 081/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:57,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  71%|▋| 188/264 [04:48<01:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:55,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  72%|▋| 189/264 [04:50<01:55,  1.54s/it, loss=0.557, mat=0.003, sens=0.794, deg=0.00
Ep 081/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:53,  1.54s/it, loss=0.557, mat=0.003, sens=0.794, deg=0.00
Ep 081/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:53,  1.54s/it, loss=0.568, mat=0.003, sens=0.809, deg=0.00
Ep 081/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.53s/it, loss=0.568, mat=0.003, sens=0.809, deg=0.00
Ep 081/100 [S4:finetune]:  72%|▋| 191/264 [04:53<01:51,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:50,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:50,  1.53s/it, loss=0.600, mat=0.004, sens=0.852, deg=0.00
Ep 081/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:48,  1.52s/it, loss=0.600, mat=0.004, sens=0.852, deg=0.00
Ep 081/100 [S4:finetune]:  73%|▋| 193/264 [04:56<01:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:46,  1.52s/it, loss=0.551, mat=0.003, sens=0.785, deg=0.00
Ep 081/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.52s/it, loss=0.551, mat=0.003, sens=0.785, deg=0.00
Ep 081/100 [S4:finetune]:  74%|▋| 195/264 [04:59<01:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:43,  1.52s/it, loss=0.647, mat=0.003, sens=0.922, deg=0.00
Ep 081/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.52s/it, loss=0.647, mat=0.003, sens=0.922, deg=0.00
Ep 081/100 [S4:finetune]:  75%|▋| 197/264 [05:02<01:41,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:40,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  75%|▊| 199/264 [05:05<01:38,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.53s/it, loss=0.646, mat=0.003, sens=0.921, deg=0.00
Ep 081/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:36,  1.53s/it, loss=0.646, mat=0.003, sens=0.921, deg=0.00
Ep 081/100 [S4:finetune]:  76%|▊| 201/264 [05:08<01:36,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:34,  1.53s/it, loss=0.653, mat=0.003, sens=0.931, deg=0.00
Ep 081/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.52s/it, loss=0.653, mat=0.003, sens=0.931, deg=0.00
Ep 081/100 [S4:finetune]:  77%|▊| 203/264 [05:11<01:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:31,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  78%|▊| 205/264 [05:14<01:29,  1.52s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.00
Ep 081/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.52s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.00
Ep 081/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:28,  1.52s/it, loss=0.685, mat=0.004, sens=0.976, deg=0.00
Ep 081/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:27,  1.54s/it, loss=0.685, mat=0.004, sens=0.976, deg=0.00
Ep 081/100 [S4:finetune]:  78%|▊| 207/264 [05:17<01:27,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:24,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  79%|▊| 209/264 [05:20<01:24,  1.53s/it, loss=0.605, mat=0.003, sens=0.863, deg=0.00
Ep 081/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:22,  1.53s/it, loss=0.605, mat=0.003, sens=0.863, deg=0.00
Ep 081/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:22,  1.53s/it, loss=0.653, mat=0.003, sens=0.929, deg=0.00
Ep 081/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.52s/it, loss=0.653, mat=0.003, sens=0.929, deg=0.00
Ep 081/100 [S4:finetune]:  80%|▊| 211/264 [05:23<01:20,  1.52s/it, loss=0.661, mat=0.003, sens=0.943, deg=0.00
Ep 081/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:19,  1.52s/it, loss=0.661, mat=0.003, sens=0.943, deg=0.00
Ep 081/100 [S4:finetune]:  80%|▊| 212/264 [05:25<01:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:17,  1.52s/it, loss=0.731, mat=0.004, sens=1.042, deg=0.00
Ep 081/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:16,  1.52s/it, loss=0.731, mat=0.004, sens=1.042, deg=0.00
Ep 081/100 [S4:finetune]:  81%|▊| 214/264 [05:28<01:16,  1.52s/it, loss=0.805, mat=0.003, sens=1.124, deg=0.00
Ep 081/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.805, mat=0.003, sens=1.124, deg=0.00
Ep 081/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:14,  1.52s/it, loss=0.613, mat=0.002, sens=0.873, deg=0.00
Ep 081/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.52s/it, loss=0.613, mat=0.002, sens=0.873, deg=0.00
Ep 081/100 [S4:finetune]:  82%|▊| 216/264 [05:31<01:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  83%|▊| 218/264 [05:34<01:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.52s/it, loss=0.656, mat=0.004, sens=0.934, deg=0.00
Ep 081/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.52s/it, loss=0.656, mat=0.004, sens=0.934, deg=0.00
Ep 081/100 [S4:finetune]:  83%|▊| 220/264 [05:37<01:06,  1.52s/it, loss=0.737, mat=0.003, sens=1.046, deg=0.00
Ep 081/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.737, mat=0.003, sens=1.046, deg=0.00
Ep 081/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:05,  1.52s/it, loss=0.706, mat=0.004, sens=0.998, deg=0.00
Ep 081/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:04,  1.54s/it, loss=0.706, mat=0.004, sens=0.998, deg=0.00
Ep 081/100 [S4:finetune]:  84%|▊| 222/264 [05:40<01:04,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  84%|▊| 223/264 [05:41<01:02,  1.53s/it, loss=0.686, mat=0.004, sens=0.977, deg=0.00
Ep 081/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:01,  1.53s/it, loss=0.686, mat=0.004, sens=0.977, deg=0.00
Ep 081/100 [S4:finetune]:  85%|▊| 224/264 [05:43<01:01,  1.53s/it, loss=0.649, mat=0.003, sens=0.924, deg=0.00
Ep 081/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.53s/it, loss=0.649, mat=0.003, sens=0.924, deg=0.00
Ep 081/100 [S4:finetune]:  85%|▊| 225/264 [05:44<00:59,  1.53s/it, loss=0.671, mat=0.004, sens=0.956, deg=0.00
Ep 081/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.53s/it, loss=0.671, mat=0.004, sens=0.956, deg=0.00
Ep 081/100 [S4:finetune]:  86%|▊| 226/264 [05:46<00:57,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:56,  1.52s/it, loss=0.666, mat=0.003, sens=0.946, deg=0.00
Ep 081/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.52s/it, loss=0.666, mat=0.003, sens=0.946, deg=0.00
Ep 081/100 [S4:finetune]:  86%|▊| 228/264 [05:49<00:54,  1.52s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 081/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.52s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 081/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:53,  1.52s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 081/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.52s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 081/100 [S4:finetune]:  87%|▊| 230/264 [05:52<00:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:50,  1.52s/it, loss=0.657, mat=0.003, sens=0.936, deg=0.00
Ep 081/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.657, mat=0.003, sens=0.936, deg=0.00
Ep 081/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:48,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:46,  1.51s/it, loss=0.652, mat=0.003, sens=0.930, deg=0.00
Ep 081/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:46,  1.54s/it, loss=0.652, mat=0.003, sens=0.930, deg=0.00
Ep 081/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:46,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:44,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  89%|▉| 235/264 [06:00<00:44,  1.53s/it, loss=0.614, mat=0.003, sens=0.876, deg=0.00
Ep 081/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.614, mat=0.003, sens=0.876, deg=0.00
Ep 081/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  90%|▉| 237/264 [06:03<00:41,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  91%|▉| 239/264 [06:06<00:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  91%|▉| 241/264 [06:09<00:34,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  92%|▉| 243/264 [06:12<00:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  93%|▉| 245/264 [06:15<00:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  93%|▉| 246/264 [06:16<00:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  94%|▉| 247/264 [06:18<00:25,  1.51s/it, loss=0.772, mat=0.003, sens=1.101, deg=0.00
Ep 081/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.772, mat=0.003, sens=1.101, deg=0.00
Ep 081/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  94%|▉| 249/264 [06:21<00:22,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  95%|▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.00
Ep 081/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.669, mat=0.003, sens=0.954, deg=0.00
Ep 081/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 081/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.54s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 081/100 [S4:finetune]:  96%|▉| 253/264 [06:27<00:16,  1.54s/it, loss=0.678, mat=0.003, sens=0.967, deg=0.00
Ep 081/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.53s/it, loss=0.678, mat=0.003, sens=0.967, deg=0.00
Ep 081/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.706, mat=0.003, sens=1.007, deg=0.00
Ep 081/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.53s/it, loss=0.706, mat=0.003, sens=1.007, deg=0.00
Ep 081/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.720, mat=0.003, sens=1.027, deg=0.00
Ep 081/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.720, mat=0.003, sens=1.027, deg=0.00
Ep 081/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.849, mat=0.003, sens=1.211, deg=0.00
Ep 081/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.849, mat=0.003, sens=1.211, deg=0.00
Ep 081/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.778, mat=0.002, sens=1.109, deg=0.00
Ep 081/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.778, mat=0.002, sens=1.109, deg=0.00
Ep 081/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 081/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.51s/it, loss=0.896, mat=0.004, sens=1.277, deg=0.00
Ep 081/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.896, mat=0.004, sens=1.277, deg=0.00
Ep 081/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.51s/it, loss=0.797, mat=0.002, sens=1.135, deg=0.00
Ep 081/100 [S4:finetune]: 100%|█| 264/264 [06:42<00:00,  1.51s/it, loss=0.797, mat=0.002, sens=1.135, deg=0.00
                                                                                                              
Epoch 081/100 [S4:finetune]  loss=0.3353  mat=0.0032  sens=0.4619  deg=0.0002  orth=0.0109  α=0.3 β=0.7 γ=0.2  403s

Ep 082/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 082/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 082/100 [S4:finetune]:   0%| | 1/264 [00:02<09:38,  2.20s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 082/100 [S4:finetune]:   0%| | 1/264 [00:03<09:38,  2.20s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 082/100 [S4:finetune]:   1%| | 2/264 [00:03<07:49,  1.79s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 082/100 [S4:finetune]:   1%| | 2/264 [00:05<07:49,  1.79s/it, loss=0.789, mat=0.004, sens=1.125, deg=0.000]
Ep 082/100 [S4:finetune]:   1%| | 3/264 [00:05<07:13,  1.66s/it, loss=0.789, mat=0.004, sens=1.125, deg=0.000]
Ep 082/100 [S4:finetune]:   1%| | 3/264 [00:06<07:13,  1.66s/it, loss=0.797, mat=0.003, sens=1.133, deg=0.000]
Ep 082/100 [S4:finetune]:   2%| | 4/264 [00:06<07:07,  1.64s/it, loss=0.797, mat=0.003, sens=1.133, deg=0.000]
Ep 082/100 [S4:finetune]:   2%| | 4/264 [00:08<07:07,  1.64s/it, loss=0.756, mat=0.004, sens=1.077, deg=0.000]
Ep 082/100 [S4:finetune]:   2%| | 5/264 [00:08<06:53,  1.60s/it, loss=0.756, mat=0.004, sens=1.077, deg=0.000]
Ep 082/100 [S4:finetune]:   2%| | 5/264 [00:09<06:53,  1.60s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 082/100 [S4:finetune]:   2%| | 6/264 [00:09<06:44,  1.57s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 082/100 [S4:finetune]:   2%| | 6/264 [00:11<06:44,  1.57s/it, loss=0.674, mat=0.005, sens=0.960, deg=0.000]
Ep 082/100 [S4:finetune]:   3%| | 7/264 [00:11<06:37,  1.55s/it, loss=0.674, mat=0.005, sens=0.960, deg=0.000]
Ep 082/100 [S4:finetune]:   3%| | 7/264 [00:12<06:37,  1.55s/it, loss=0.677, mat=0.003, sens=0.963, deg=0.000]
Ep 082/100 [S4:finetune]:   3%| | 8/264 [00:12<06:36,  1.55s/it, loss=0.677, mat=0.003, sens=0.963, deg=0.000]
Ep 082/100 [S4:finetune]:   3%| | 8/264 [00:14<06:36,  1.55s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 082/100 [S4:finetune]:   3%| | 9/264 [00:14<06:32,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 082/100 [S4:finetune]:   3%| | 9/264 [00:15<06:32,  1.54s/it, loss=0.621, mat=0.003, sens=0.885, deg=0.000]
Ep 082/100 [S4:finetune]:   4%| | 10/264 [00:15<06:28,  1.53s/it, loss=0.621, mat=0.003, sens=0.885, deg=0.000
Ep 082/100 [S4:finetune]:   4%| | 10/264 [00:17<06:28,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:   4%| | 11/264 [00:17<06:25,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:   4%| | 11/264 [00:18<06:25,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:   5%| | 12/264 [00:18<06:22,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:   5%| | 12/264 [00:20<06:22,  1.52s/it, loss=0.699, mat=0.003, sens=0.995, deg=0.000
Ep 082/100 [S4:finetune]:   5%| | 13/264 [00:20<06:20,  1.51s/it, loss=0.699, mat=0.003, sens=0.995, deg=0.000
Ep 082/100 [S4:finetune]:   5%| | 13/264 [00:21<06:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.629, mat=0.003, sens=0.898, deg=0.000
Ep 082/100 [S4:finetune]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.629, mat=0.003, sens=0.898, deg=0.000
Ep 082/100 [S4:finetune]:   6%| | 15/264 [00:25<06:16,  1.51s/it, loss=0.556, mat=0.002, sens=0.792, deg=0.000
Ep 082/100 [S4:finetune]:   6%| | 16/264 [00:25<06:20,  1.54s/it, loss=0.556, mat=0.002, sens=0.792, deg=0.000
Ep 082/100 [S4:finetune]:   6%| | 16/264 [00:26<06:20,  1.54s/it, loss=0.559, mat=0.003, sens=0.797, deg=0.000
Ep 082/100 [S4:finetune]:   6%| | 17/264 [00:26<06:16,  1.53s/it, loss=0.559, mat=0.003, sens=0.797, deg=0.000
Ep 082/100 [S4:finetune]:   6%| | 17/264 [00:28<06:16,  1.53s/it, loss=0.556, mat=0.002, sens=0.793, deg=0.000
Ep 082/100 [S4:finetune]:   7%| | 18/264 [00:28<06:14,  1.52s/it, loss=0.556, mat=0.002, sens=0.793, deg=0.000
Ep 082/100 [S4:finetune]:   7%| | 18/264 [00:29<06:14,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:   7%| | 19/264 [00:29<06:11,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:   7%| | 19/264 [00:31<06:11,  1.52s/it, loss=0.555, mat=0.003, sens=0.791, deg=0.000
Ep 082/100 [S4:finetune]:   8%| | 20/264 [00:31<06:09,  1.51s/it, loss=0.555, mat=0.003, sens=0.791, deg=0.000
Ep 082/100 [S4:finetune]:   8%| | 20/264 [00:32<06:09,  1.51s/it, loss=0.650, mat=0.003, sens=0.925, deg=0.000
Ep 082/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.650, mat=0.003, sens=0.925, deg=0.000
Ep 082/100 [S4:finetune]:   8%| | 21/264 [00:34<06:07,  1.51s/it, loss=0.651, mat=0.004, sens=0.913, deg=0.000
Ep 082/100 [S4:finetune]:   8%| | 22/264 [00:34<06:05,  1.51s/it, loss=0.651, mat=0.004, sens=0.913, deg=0.000
Ep 082/100 [S4:finetune]:   8%| | 22/264 [00:35<06:05,  1.51s/it, loss=0.662, mat=0.003, sens=0.943, deg=0.000
Ep 082/100 [S4:finetune]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.662, mat=0.003, sens=0.943, deg=0.000
Ep 082/100 [S4:finetune]:   9%| | 23/264 [00:37<06:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:   9%| | 24/264 [00:37<06:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:   9%| | 24/264 [00:38<06:03,  1.51s/it, loss=0.605, mat=0.002, sens=0.862, deg=0.000
Ep 082/100 [S4:finetune]:   9%| | 25/264 [00:38<06:01,  1.51s/it, loss=0.605, mat=0.002, sens=0.862, deg=0.000
Ep 082/100 [S4:finetune]:   9%| | 25/264 [00:40<06:01,  1.51s/it, loss=0.640, mat=0.004, sens=0.911, deg=0.000
Ep 082/100 [S4:finetune]:  10%| | 26/264 [00:40<06:00,  1.51s/it, loss=0.640, mat=0.004, sens=0.911, deg=0.000
Ep 082/100 [S4:finetune]:  10%| | 26/264 [00:41<06:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  10%| | 27/264 [00:41<05:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  10%| | 27/264 [00:43<05:58,  1.51s/it, loss=0.711, mat=0.003, sens=1.013, deg=0.000
Ep 082/100 [S4:finetune]:  11%| | 28/264 [00:43<05:56,  1.51s/it, loss=0.711, mat=0.003, sens=1.013, deg=0.000
Ep 082/100 [S4:finetune]:  11%| | 28/264 [00:44<05:56,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  11%| | 29/264 [00:44<05:55,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  11%| | 29/264 [00:46<05:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  11%| | 30/264 [00:46<05:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  11%| | 30/264 [00:47<05:53,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  12%| | 31/264 [00:49<05:52,  1.51s/it, loss=0.683, mat=0.003, sens=0.973, deg=0.000
Ep 082/100 [S4:finetune]:  12%| | 32/264 [00:49<05:53,  1.52s/it, loss=0.683, mat=0.003, sens=0.973, deg=0.000
Ep 082/100 [S4:finetune]:  12%| | 32/264 [00:50<05:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:51,  1.52s/it, loss=0.656, mat=0.003, sens=0.936, deg=0.000
Ep 082/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:54,  1.54s/it, loss=0.656, mat=0.003, sens=0.936, deg=0.000
Ep 082/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:54,  1.54s/it, loss=0.668, mat=0.004, sens=0.953, deg=0.000
Ep 082/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:50,  1.53s/it, loss=0.668, mat=0.004, sens=0.953, deg=0.000
Ep 082/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:50,  1.53s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.000
Ep 082/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:47,  1.53s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.000
Ep 082/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:47,  1.53s/it, loss=0.650, mat=0.003, sens=0.927, deg=0.000
Ep 082/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:45,  1.52s/it, loss=0.650, mat=0.003, sens=0.927, deg=0.000
Ep 082/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:45,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:42,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.52s/it, loss=0.633, mat=0.003, sens=0.902, deg=0.000
Ep 082/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:40,  1.51s/it, loss=0.633, mat=0.003, sens=0.902, deg=0.000
Ep 082/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:40,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.008
Ep 082/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.008
Ep 082/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.51s/it, loss=0.638, mat=0.003, sens=0.910, deg=0.000
Ep 082/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.638, mat=0.003, sens=0.910, deg=0.000
Ep 082/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:34,  1.51s/it, loss=0.601, mat=0.004, sens=0.856, deg=0.000
Ep 082/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:33,  1.51s/it, loss=0.601, mat=0.004, sens=0.856, deg=0.000
Ep 082/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:33,  1.51s/it, loss=0.126, mat=0.002, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:31,  1.51s/it, loss=0.126, mat=0.002, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.632, mat=0.004, sens=0.897, deg=0.001
Ep 082/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.51s/it, loss=0.632, mat=0.004, sens=0.897, deg=0.001
Ep 082/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:30,  1.51s/it, loss=0.548, mat=0.002, sens=0.782, deg=0.001
Ep 082/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:28,  1.51s/it, loss=0.548, mat=0.002, sens=0.782, deg=0.001
Ep 082/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:32,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:32,  1.54s/it, loss=0.582, mat=0.004, sens=0.828, deg=0.001
Ep 082/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:28,  1.53s/it, loss=0.582, mat=0.004, sens=0.828, deg=0.001
Ep 082/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:28,  1.53s/it, loss=0.585, mat=0.003, sens=0.833, deg=0.002
Ep 082/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:26,  1.52s/it, loss=0.585, mat=0.003, sens=0.833, deg=0.002
Ep 082/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:26,  1.52s/it, loss=0.555, mat=0.002, sens=0.787, deg=0.001
Ep 082/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:23,  1.52s/it, loss=0.555, mat=0.002, sens=0.787, deg=0.001
Ep 082/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:23,  1.52s/it, loss=0.595, mat=0.003, sens=0.847, deg=0.001
Ep 082/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.52s/it, loss=0.595, mat=0.003, sens=0.847, deg=0.001
Ep 082/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:19,  1.51s/it, loss=1.397, mat=0.004, sens=0.747, deg=0.001
Ep 082/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=1.397, mat=0.004, sens=0.747, deg=0.001
Ep 082/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:17,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:15,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:12,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:12,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:14,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:14,  1.52s/it, loss=0.559, mat=0.003, sens=0.796, deg=0.001
Ep 082/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:12,  1.52s/it, loss=0.559, mat=0.003, sens=0.796, deg=0.001
Ep 082/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:12,  1.52s/it, loss=0.545, mat=0.003, sens=0.775, deg=0.001
Ep 082/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:14,  1.54s/it, loss=0.545, mat=0.003, sens=0.775, deg=0.001
Ep 082/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:14,  1.54s/it, loss=0.536, mat=0.003, sens=0.762, deg=0.002
Ep 082/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:11,  1.53s/it, loss=0.536, mat=0.003, sens=0.762, deg=0.002
Ep 082/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:11,  1.53s/it, loss=0.591, mat=0.004, sens=0.838, deg=0.001
Ep 082/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:08,  1.53s/it, loss=0.591, mat=0.004, sens=0.838, deg=0.001
Ep 082/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:08,  1.53s/it, loss=0.529, mat=0.002, sens=0.750, deg=0.001
Ep 082/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:05,  1.52s/it, loss=0.529, mat=0.002, sens=0.750, deg=0.001
Ep 082/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:05,  1.52s/it, loss=0.592, mat=0.003, sens=0.841, deg=0.001
Ep 082/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:03,  1.52s/it, loss=0.592, mat=0.003, sens=0.841, deg=0.001
Ep 082/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  25%|▎| 66/264 [01:40<05:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.002
Ep 082/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.002
Ep 082/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:58,  1.51s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.000
Ep 082/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:56,  1.51s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.000
Ep 082/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:56,  1.51s/it, loss=0.569, mat=0.003, sens=0.810, deg=0.001
Ep 082/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:54,  1.51s/it, loss=0.569, mat=0.003, sens=0.810, deg=0.001
Ep 082/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.529, mat=0.003, sens=0.749, deg=0.001
Ep 082/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:53,  1.51s/it, loss=0.529, mat=0.003, sens=0.749, deg=0.001
Ep 082/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:53,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:51,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:51,  1.51s/it, loss=0.514, mat=0.003, sens=0.731, deg=0.003
Ep 082/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:49,  1.51s/it, loss=0.514, mat=0.003, sens=0.731, deg=0.003
Ep 082/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:49,  1.51s/it, loss=0.528, mat=0.003, sens=0.753, deg=0.000
Ep 082/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:48,  1.51s/it, loss=0.528, mat=0.003, sens=0.753, deg=0.000
Ep 082/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:48,  1.51s/it, loss=0.571, mat=0.002, sens=0.814, deg=0.000
Ep 082/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:47,  1.51s/it, loss=0.571, mat=0.002, sens=0.814, deg=0.000
Ep 082/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:47,  1.51s/it, loss=0.560, mat=0.004, sens=0.796, deg=0.000
Ep 082/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:45,  1.51s/it, loss=0.560, mat=0.004, sens=0.796, deg=0.000
Ep 082/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:45,  1.51s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:44,  1.51s/it, loss=0.014, mat=0.003, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:44,  1.51s/it, loss=0.545, mat=0.004, sens=0.775, deg=0.003
Ep 082/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:43,  1.51s/it, loss=0.545, mat=0.004, sens=0.775, deg=0.003
Ep 082/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:43,  1.51s/it, loss=0.554, mat=0.003, sens=0.788, deg=0.001
Ep 082/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:45,  1.54s/it, loss=0.554, mat=0.003, sens=0.788, deg=0.001
Ep 082/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:45,  1.54s/it, loss=0.614, mat=0.002, sens=0.871, deg=0.002
Ep 082/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:42,  1.53s/it, loss=0.614, mat=0.002, sens=0.871, deg=0.002
Ep 082/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:42,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:40,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.002
Ep 082/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:38,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.002
Ep 082/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:38,  1.52s/it, loss=0.534, mat=0.004, sens=0.760, deg=0.000
Ep 082/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:36,  1.52s/it, loss=0.534, mat=0.004, sens=0.760, deg=0.000
Ep 082/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:36,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:36,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:36,  1.53s/it, loss=0.552, mat=0.003, sens=0.781, deg=0.000
Ep 082/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:34,  1.53s/it, loss=0.552, mat=0.003, sens=0.781, deg=0.000
Ep 082/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:34,  1.53s/it, loss=0.510, mat=0.004, sens=0.725, deg=0.002
Ep 082/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:32,  1.52s/it, loss=0.510, mat=0.004, sens=0.725, deg=0.002
Ep 082/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:32,  1.52s/it, loss=0.667, mat=0.004, sens=0.950, deg=0.000
Ep 082/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.667, mat=0.004, sens=0.950, deg=0.000
Ep 082/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:30,  1.52s/it, loss=0.655, mat=0.004, sens=0.931, deg=0.000
Ep 082/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:28,  1.52s/it, loss=0.655, mat=0.004, sens=0.931, deg=0.000
Ep 082/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=0.607, mat=0.003, sens=0.856, deg=0.000
Ep 082/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:26,  1.52s/it, loss=0.607, mat=0.003, sens=0.856, deg=0.000
Ep 082/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.52s/it, loss=0.603, mat=0.003, sens=0.856, deg=0.002
Ep 082/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:25,  1.51s/it, loss=0.603, mat=0.003, sens=0.856, deg=0.002
Ep 082/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:25,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:23,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001
Ep 082/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:22,  1.52s/it, loss=0.683, mat=0.002, sens=0.973, deg=0.000
Ep 082/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:20,  1.52s/it, loss=0.683, mat=0.002, sens=0.973, deg=0.000
Ep 082/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:20,  1.52s/it, loss=0.619, mat=0.003, sens=0.877, deg=0.000
Ep 082/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:22,  1.54s/it, loss=0.619, mat=0.003, sens=0.877, deg=0.000
Ep 082/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:22,  1.54s/it, loss=0.658, mat=0.004, sens=0.929, deg=0.000
Ep 082/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:20,  1.53s/it, loss=0.658, mat=0.004, sens=0.929, deg=0.000
Ep 082/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:20,  1.53s/it, loss=0.545, mat=0.002, sens=0.773, deg=0.000
Ep 082/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:17,  1.52s/it, loss=0.545, mat=0.002, sens=0.773, deg=0.000
Ep 082/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:17,  1.52s/it, loss=0.643, mat=0.004, sens=0.912, deg=0.000
Ep 082/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:15,  1.52s/it, loss=0.643, mat=0.004, sens=0.912, deg=0.000
Ep 082/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:15,  1.52s/it, loss=0.688, mat=0.003, sens=0.981, deg=0.000
Ep 082/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:13,  1.52s/it, loss=0.688, mat=0.003, sens=0.981, deg=0.000
Ep 082/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:13,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:11,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:11,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 082/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.002
Ep 082/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:08,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:07,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:07,  1.52s/it, loss=0.635, mat=0.003, sens=0.906, deg=0.00
Ep 082/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:05,  1.52s/it, loss=0.635, mat=0.003, sens=0.906, deg=0.00
Ep 082/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:05,  1.52s/it, loss=0.671, mat=0.003, sens=0.957, deg=0.00
Ep 082/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:03,  1.52s/it, loss=0.671, mat=0.003, sens=0.957, deg=0.00
Ep 082/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:03,  1.52s/it, loss=0.597, mat=0.003, sens=0.850, deg=0.00
Ep 082/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:02,  1.51s/it, loss=0.597, mat=0.003, sens=0.850, deg=0.00
Ep 082/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:02,  1.51s/it, loss=0.825, mat=0.003, sens=1.173, deg=0.00
Ep 082/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:04,  1.53s/it, loss=0.825, mat=0.003, sens=1.173, deg=0.00
Ep 082/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:04,  1.53s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.02
Ep 082/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:01,  1.53s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.02
Ep 082/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:01,  1.53s/it, loss=0.021, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  41%|▍| 107/264 [02:43<04:00,  1.53s/it, loss=0.021, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  41%|▍| 107/264 [02:44<04:00,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:58,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:58,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:55,  1.52s/it, loss=0.720, mat=0.003, sens=1.026, deg=0.00
Ep 082/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:54,  1.52s/it, loss=0.720, mat=0.003, sens=1.026, deg=0.00
Ep 082/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:54,  1.52s/it, loss=0.678, mat=0.003, sens=0.965, deg=0.00
Ep 082/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.678, mat=0.003, sens=0.965, deg=0.00
Ep 082/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:52,  1.52s/it, loss=0.630, mat=0.003, sens=0.892, deg=0.00
Ep 082/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:50,  1.52s/it, loss=0.630, mat=0.003, sens=0.892, deg=0.00
Ep 082/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.52s/it, loss=0.665, mat=0.003, sens=0.938, deg=0.00
Ep 082/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.51s/it, loss=0.665, mat=0.003, sens=0.938, deg=0.00
Ep 082/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.710, mat=0.004, sens=1.003, deg=0.00
Ep 082/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.710, mat=0.004, sens=1.003, deg=0.00
Ep 082/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:46,  1.51s/it, loss=0.006, mat=0.001, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.006, mat=0.001, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:45,  1.51s/it, loss=0.739, mat=0.003, sens=1.045, deg=0.00
Ep 082/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:43,  1.51s/it, loss=0.739, mat=0.003, sens=1.045, deg=0.00
Ep 082/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:43,  1.51s/it, loss=0.706, mat=0.003, sens=0.976, deg=0.00
Ep 082/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.51s/it, loss=0.706, mat=0.003, sens=0.976, deg=0.00
Ep 082/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:40,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:38,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:38,  1.51s/it, loss=0.688, mat=0.004, sens=0.979, deg=0.00
Ep 082/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:36,  1.51s/it, loss=0.688, mat=0.004, sens=0.979, deg=0.00
Ep 082/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:36,  1.51s/it, loss=0.664, mat=0.003, sens=0.945, deg=0.00
Ep 082/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:36,  1.51s/it, loss=0.664, mat=0.003, sens=0.945, deg=0.00
Ep 082/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.746, mat=0.004, sens=1.063, deg=0.00
Ep 082/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:35,  1.51s/it, loss=0.746, mat=0.004, sens=1.063, deg=0.00
Ep 082/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:35,  1.51s/it, loss=0.702, mat=0.003, sens=0.993, deg=0.00
Ep 082/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:33,  1.51s/it, loss=0.702, mat=0.003, sens=0.993, deg=0.00
Ep 082/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:33,  1.51s/it, loss=0.652, mat=0.004, sens=0.927, deg=0.00
Ep 082/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:35,  1.54s/it, loss=0.652, mat=0.004, sens=0.927, deg=0.00
Ep 082/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:35,  1.54s/it, loss=0.666, mat=0.004, sens=0.948, deg=0.00
Ep 082/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:32,  1.53s/it, loss=0.666, mat=0.004, sens=0.948, deg=0.00
Ep 082/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:32,  1.53s/it, loss=0.597, mat=0.004, sens=0.850, deg=0.00
Ep 082/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.597, mat=0.004, sens=0.850, deg=0.00
Ep 082/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:29,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:27,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:27,  1.52s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 082/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:26,  1.52s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 082/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:24,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:24,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.671, mat=0.004, sens=0.952, deg=0.00
Ep 082/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:21,  1.51s/it, loss=0.671, mat=0.004, sens=0.952, deg=0.00
Ep 082/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:21,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:21,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:21,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:19,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:19,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:17,  1.52s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 082/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:15,  1.52s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 082/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:15,  1.52s/it, loss=0.574, mat=0.003, sens=0.815, deg=0.00
Ep 082/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.52s/it, loss=0.574, mat=0.003, sens=0.815, deg=0.00
Ep 082/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:13,  1.52s/it, loss=0.739, mat=0.004, sens=1.049, deg=0.00
Ep 082/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.52s/it, loss=0.739, mat=0.004, sens=1.049, deg=0.00
Ep 082/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:13,  1.53s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:13,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:10,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:10,  1.53s/it, loss=0.632, mat=0.004, sens=0.900, deg=0.00
Ep 082/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:08,  1.52s/it, loss=0.632, mat=0.004, sens=0.900, deg=0.00
Ep 082/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:08,  1.52s/it, loss=0.618, mat=0.003, sens=0.880, deg=0.00
Ep 082/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:07,  1.52s/it, loss=0.618, mat=0.003, sens=0.880, deg=0.00
Ep 082/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:07,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:05,  1.52s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:05,  1.52s/it, loss=0.642, mat=0.003, sens=0.914, deg=0.00
Ep 082/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:03,  1.52s/it, loss=0.642, mat=0.003, sens=0.914, deg=0.00
Ep 082/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:03,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:01,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.52s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.00
Ep 082/100 [S4:finetune]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.00
Ep 082/100 [S4:finetune]:  55%|▌| 145/264 [03:42<02:59,  1.51s/it, loss=0.582, mat=0.003, sens=0.820, deg=0.00
Ep 082/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:58,  1.51s/it, loss=0.582, mat=0.003, sens=0.820, deg=0.00
Ep 082/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:58,  1.51s/it, loss=0.647, mat=0.004, sens=0.920, deg=0.00
Ep 082/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:56,  1.51s/it, loss=0.647, mat=0.004, sens=0.920, deg=0.00
Ep 082/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:56,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:55,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:55,  1.51s/it, loss=0.655, mat=0.002, sens=0.931, deg=0.00
Ep 082/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:54,  1.51s/it, loss=0.655, mat=0.002, sens=0.931, deg=0.00
Ep 082/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:54,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:55,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:55,  1.54s/it, loss=0.586, mat=0.003, sens=0.833, deg=0.00
Ep 082/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:52,  1.53s/it, loss=0.586, mat=0.003, sens=0.833, deg=0.00
Ep 082/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:52,  1.53s/it, loss=0.632, mat=0.003, sens=0.892, deg=0.00
Ep 082/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:50,  1.52s/it, loss=0.632, mat=0.003, sens=0.892, deg=0.00
Ep 082/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:50,  1.52s/it, loss=0.611, mat=0.003, sens=0.870, deg=0.00
Ep 082/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:48,  1.52s/it, loss=0.611, mat=0.003, sens=0.870, deg=0.00
Ep 082/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:48,  1.52s/it, loss=0.591, mat=0.003, sens=0.840, deg=0.00
Ep 082/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:46,  1.52s/it, loss=0.591, mat=0.003, sens=0.840, deg=0.00
Ep 082/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:46,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:44,  1.51s/it, loss=0.636, mat=0.004, sens=0.904, deg=0.00
Ep 082/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:43,  1.51s/it, loss=0.636, mat=0.004, sens=0.904, deg=0.00
Ep 082/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:43,  1.51s/it, loss=0.641, mat=0.002, sens=0.903, deg=0.00
Ep 082/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.641, mat=0.002, sens=0.903, deg=0.00
Ep 082/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.641, mat=0.003, sens=0.912, deg=0.00
Ep 082/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:41,  1.52s/it, loss=0.641, mat=0.003, sens=0.912, deg=0.00
Ep 082/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:41,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:37,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:37,  1.52s/it, loss=0.552, mat=0.003, sens=0.783, deg=0.00
Ep 082/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.552, mat=0.003, sens=0.783, deg=0.00
Ep 082/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.535, mat=0.004, sens=0.763, deg=0.00
Ep 082/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.51s/it, loss=0.535, mat=0.004, sens=0.763, deg=0.00
Ep 082/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:32,  1.51s/it, loss=0.579, mat=0.003, sens=0.819, deg=0.00
Ep 082/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.51s/it, loss=0.579, mat=0.003, sens=0.819, deg=0.00
Ep 082/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:31,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:29,  1.51s/it, loss=0.596, mat=0.002, sens=0.843, deg=0.00
Ep 082/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:28,  1.51s/it, loss=0.596, mat=0.002, sens=0.843, deg=0.00
Ep 082/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:28,  1.51s/it, loss=0.581, mat=0.004, sens=0.820, deg=0.00
Ep 082/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.581, mat=0.004, sens=0.820, deg=0.00
Ep 082/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:26,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:27,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:27,  1.53s/it, loss=0.563, mat=0.004, sens=0.801, deg=0.00
Ep 082/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:25,  1.53s/it, loss=0.563, mat=0.004, sens=0.801, deg=0.00
Ep 082/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:25,  1.53s/it, loss=0.544, mat=0.003, sens=0.772, deg=0.00
Ep 082/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:23,  1.52s/it, loss=0.544, mat=0.003, sens=0.772, deg=0.00
Ep 082/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.00
Ep 082/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:19,  1.52s/it, loss=0.708, mat=0.003, sens=1.009, deg=0.00
Ep 082/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:19,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:17,  1.52s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.00
Ep 082/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:16,  1.51s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.00
Ep 082/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:13,  1.52s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 082/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 082/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.51s/it, loss=0.571, mat=0.004, sens=0.814, deg=0.00
Ep 082/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:10,  1.51s/it, loss=0.571, mat=0.004, sens=0.814, deg=0.00
Ep 082/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:10,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:05,  1.51s/it, loss=0.539, mat=0.004, sens=0.768, deg=0.00
Ep 082/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.539, mat=0.004, sens=0.768, deg=0.00
Ep 082/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:05,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:05,  1.54s/it, loss=0.550, mat=0.002, sens=0.785, deg=0.00
Ep 082/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:02,  1.54s/it, loss=0.550, mat=0.002, sens=0.785, deg=0.00
Ep 082/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:02,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  70%|▋| 185/264 [04:41<02:00,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  70%|▋| 185/264 [04:43<02:00,  1.53s/it, loss=0.624, mat=0.003, sens=0.888, deg=0.00
Ep 082/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.624, mat=0.003, sens=0.888, deg=0.00
Ep 082/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:58,  1.52s/it, loss=0.632, mat=0.005, sens=0.898, deg=0.00
Ep 082/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:57,  1.52s/it, loss=0.632, mat=0.005, sens=0.898, deg=0.00
Ep 082/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:57,  1.52s/it, loss=0.641, mat=0.004, sens=0.903, deg=0.00
Ep 082/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:55,  1.52s/it, loss=0.641, mat=0.004, sens=0.903, deg=0.00
Ep 082/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:55,  1.52s/it, loss=0.642, mat=0.003, sens=0.914, deg=0.00
Ep 082/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.642, mat=0.003, sens=0.914, deg=0.00
Ep 082/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:53,  1.51s/it, loss=0.615, mat=0.004, sens=0.875, deg=0.00
Ep 082/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:52,  1.51s/it, loss=0.615, mat=0.004, sens=0.875, deg=0.00
Ep 082/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:48,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:47,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:47,  1.51s/it, loss=0.802, mat=0.003, sens=1.141, deg=0.00
Ep 082/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.802, mat=0.003, sens=1.141, deg=0.00
Ep 082/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:45,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.53s/it, loss=0.770, mat=0.002, sens=1.099, deg=0.00
Ep 082/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.52s/it, loss=0.770, mat=0.002, sens=1.099, deg=0.00
Ep 082/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.667, mat=0.003, sens=0.949, deg=0.00
Ep 082/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.52s/it, loss=0.667, mat=0.003, sens=0.949, deg=0.00
Ep 082/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:38,  1.52s/it, loss=0.732, mat=0.003, sens=1.043, deg=0.00
Ep 082/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:37,  1.52s/it, loss=0.732, mat=0.003, sens=1.043, deg=0.00
Ep 082/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:33,  1.51s/it, loss=0.775, mat=0.003, sens=1.105, deg=0.00
Ep 082/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:32,  1.51s/it, loss=0.775, mat=0.003, sens=1.105, deg=0.00
Ep 082/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:29,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:28,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:28,  1.52s/it, loss=0.748, mat=0.003, sens=1.066, deg=0.00
Ep 082/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.52s/it, loss=0.748, mat=0.003, sens=1.066, deg=0.00
Ep 082/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.644, mat=0.003, sens=0.918, deg=0.00
Ep 082/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:25,  1.52s/it, loss=0.644, mat=0.003, sens=0.918, deg=0.00
Ep 082/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:25,  1.52s/it, loss=0.683, mat=0.005, sens=0.972, deg=0.00
Ep 082/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.51s/it, loss=0.683, mat=0.005, sens=0.972, deg=0.00
Ep 082/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.51s/it, loss=0.692, mat=0.003, sens=0.984, deg=0.00
Ep 082/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.51s/it, loss=0.692, mat=0.003, sens=0.984, deg=0.00
Ep 082/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:21,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.51s/it, loss=0.635, mat=0.003, sens=0.903, deg=0.00
Ep 082/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.635, mat=0.003, sens=0.903, deg=0.00
Ep 082/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:18,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.51s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:16,  1.53s/it, loss=0.002, mat=0.001, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:16,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.680, mat=0.003, sens=0.966, deg=0.00
Ep 082/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.52s/it, loss=0.680, mat=0.003, sens=0.966, deg=0.00
Ep 082/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:12,  1.52s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 082/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.52s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 082/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.51s/it, loss=0.658, mat=0.004, sens=0.937, deg=0.00
Ep 082/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.52s/it, loss=0.658, mat=0.004, sens=0.937, deg=0.00
Ep 082/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:06,  1.52s/it, loss=0.672, mat=0.003, sens=0.959, deg=0.00
Ep 082/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:05,  1.51s/it, loss=0.672, mat=0.003, sens=0.959, deg=0.00
Ep 082/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:03,  1.51s/it, loss=0.588, mat=0.003, sens=0.836, deg=0.00
Ep 082/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:01,  1.51s/it, loss=0.588, mat=0.003, sens=0.836, deg=0.00
Ep 082/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:01,  1.51s/it, loss=0.644, mat=0.002, sens=0.918, deg=0.00
Ep 082/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.51s/it, loss=0.644, mat=0.002, sens=0.918, deg=0.00
Ep 082/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.51s/it, loss=0.659, mat=0.004, sens=0.939, deg=0.00
Ep 082/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.659, mat=0.004, sens=0.939, deg=0.00
Ep 082/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:55,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:55,  1.53s/it, loss=0.714, mat=0.003, sens=1.012, deg=0.00
Ep 082/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.53s/it, loss=0.714, mat=0.003, sens=1.012, deg=0.00
Ep 082/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:52,  1.53s/it, loss=0.701, mat=0.003, sens=1.000, deg=0.00
Ep 082/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:50,  1.53s/it, loss=0.701, mat=0.003, sens=1.000, deg=0.00
Ep 082/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:50,  1.53s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.00
Ep 082/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.52s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.00
Ep 082/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.649, mat=0.003, sens=0.924, deg=0.00
Ep 082/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:47,  1.52s/it, loss=0.649, mat=0.003, sens=0.924, deg=0.00
Ep 082/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:47,  1.52s/it, loss=0.713, mat=0.002, sens=1.012, deg=0.00
Ep 082/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.52s/it, loss=0.713, mat=0.002, sens=1.012, deg=0.00
Ep 082/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:43,  1.52s/it, loss=0.741, mat=0.003, sens=1.053, deg=0.00
Ep 082/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.741, mat=0.003, sens=1.053, deg=0.00
Ep 082/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:40,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.51s/it, loss=0.707, mat=0.003, sens=1.007, deg=0.00
Ep 082/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.707, mat=0.003, sens=1.007, deg=0.00
Ep 082/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:37,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:35,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:35,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.52s/it, loss=0.638, mat=0.003, sens=0.910, deg=0.00
Ep 082/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.52s/it, loss=0.638, mat=0.003, sens=0.910, deg=0.00
Ep 082/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:31,  1.52s/it, loss=0.720, mat=0.003, sens=1.027, deg=0.00
Ep 082/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.52s/it, loss=0.720, mat=0.003, sens=1.027, deg=0.00
Ep 082/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.52s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 082/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.52s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 082/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.51s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.00
Ep 082/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.00
Ep 082/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.657, mat=0.003, sens=0.936, deg=0.00
Ep 082/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.657, mat=0.003, sens=0.936, deg=0.00
Ep 082/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.51s/it, loss=0.619, mat=0.002, sens=0.883, deg=0.00
Ep 082/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.619, mat=0.002, sens=0.883, deg=0.00
Ep 082/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.596, mat=0.003, sens=0.849, deg=0.00
Ep 082/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.596, mat=0.003, sens=0.849, deg=0.00
Ep 082/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.51s/it, loss=0.633, mat=0.004, sens=0.899, deg=0.00
Ep 082/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.633, mat=0.004, sens=0.899, deg=0.00
Ep 082/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.651, mat=0.004, sens=0.924, deg=0.00
Ep 082/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.651, mat=0.004, sens=0.924, deg=0.00
Ep 082/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.54s/it, loss=0.669, mat=0.004, sens=0.953, deg=0.00
Ep 082/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.53s/it, loss=0.669, mat=0.004, sens=0.953, deg=0.00
Ep 082/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.53s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.00
Ep 082/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.53s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.00
Ep 082/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.600, mat=0.004, sens=0.855, deg=0.00
Ep 082/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.600, mat=0.004, sens=0.855, deg=0.00
Ep 082/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.618, mat=0.005, sens=0.880, deg=0.00
Ep 082/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.618, mat=0.005, sens=0.880, deg=0.00
Ep 082/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 082/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.622, mat=0.003, sens=0.886, deg=0.00
Ep 082/100 [S4:finetune]: 100%|█| 264/264 [06:41<00:00,  1.51s/it, loss=0.622, mat=0.003, sens=0.886, deg=0.00
                                                                                                              
Epoch 082/100 [S4:finetune]  loss=0.3767  mat=0.0032  sens=0.5285  deg=0.0006  orth=0.0057  α=0.3 β=0.7 γ=0.2  402s

Ep 083/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 083/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.625, mat=0.003, sens=0.890, deg=0.000]
Ep 083/100 [S4:finetune]:   0%| | 1/264 [00:02<10:38,  2.43s/it, loss=0.625, mat=0.003, sens=0.890, deg=0.000]
Ep 083/100 [S4:finetune]:   0%| | 1/264 [00:03<10:38,  2.43s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.000]
Ep 083/100 [S4:finetune]:   1%| | 2/264 [00:03<08:13,  1.88s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.000]
Ep 083/100 [S4:finetune]:   1%| | 2/264 [00:05<08:13,  1.88s/it, loss=0.699, mat=0.004, sens=0.995, deg=0.000]
Ep 083/100 [S4:finetune]:   1%| | 3/264 [00:05<07:25,  1.71s/it, loss=0.699, mat=0.004, sens=0.995, deg=0.000]
Ep 083/100 [S4:finetune]:   1%| | 3/264 [00:06<07:25,  1.71s/it, loss=0.581, mat=0.003, sens=0.824, deg=0.000]
Ep 083/100 [S4:finetune]:   2%| | 4/264 [00:06<07:02,  1.63s/it, loss=0.581, mat=0.003, sens=0.824, deg=0.000]
Ep 083/100 [S4:finetune]:   2%| | 4/264 [00:08<07:02,  1.63s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 083/100 [S4:finetune]:   2%| | 5/264 [00:08<06:49,  1.58s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 083/100 [S4:finetune]:   2%| | 5/264 [00:09<06:49,  1.58s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 083/100 [S4:finetune]:   2%| | 6/264 [00:09<06:41,  1.56s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000]
Ep 083/100 [S4:finetune]:   2%| | 6/264 [00:11<06:41,  1.56s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.000]
Ep 083/100 [S4:finetune]:   3%| | 7/264 [00:11<06:35,  1.54s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.000]
Ep 083/100 [S4:finetune]:   3%| | 7/264 [00:12<06:35,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 083/100 [S4:finetune]:   3%| | 8/264 [00:12<06:31,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 083/100 [S4:finetune]:   3%| | 8/264 [00:14<06:31,  1.53s/it, loss=0.606, mat=0.003, sens=0.864, deg=0.000]
Ep 083/100 [S4:finetune]:   3%| | 9/264 [00:14<06:28,  1.52s/it, loss=0.606, mat=0.003, sens=0.864, deg=0.000]
Ep 083/100 [S4:finetune]:   3%| | 9/264 [00:15<06:28,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 083/100 [S4:finetune]:   4%| | 10/264 [00:15<06:25,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   4%| | 10/264 [00:17<06:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   4%| | 11/264 [00:17<06:23,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   4%| | 11/264 [00:19<06:23,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   5%| | 12/264 [00:19<06:28,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   5%| | 12/264 [00:20<06:28,  1.54s/it, loss=0.618, mat=0.002, sens=0.877, deg=0.000
Ep 083/100 [S4:finetune]:   5%| | 13/264 [00:20<06:24,  1.53s/it, loss=0.618, mat=0.002, sens=0.877, deg=0.000
Ep 083/100 [S4:finetune]:   5%| | 13/264 [00:22<06:24,  1.53s/it, loss=0.684, mat=0.002, sens=0.975, deg=0.000
Ep 083/100 [S4:finetune]:   5%| | 14/264 [00:22<06:20,  1.52s/it, loss=0.684, mat=0.002, sens=0.975, deg=0.000
Ep 083/100 [S4:finetune]:   5%| | 14/264 [00:23<06:20,  1.52s/it, loss=1.121, mat=0.003, sens=0.917, deg=0.000
Ep 083/100 [S4:finetune]:   6%| | 15/264 [00:23<06:18,  1.52s/it, loss=1.121, mat=0.003, sens=0.917, deg=0.000
Ep 083/100 [S4:finetune]:   6%| | 15/264 [00:25<06:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   6%| | 16/264 [00:25<06:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   6%| | 16/264 [00:26<06:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   6%| | 17/264 [00:26<06:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   6%| | 17/264 [00:28<06:15,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   7%| | 18/264 [00:28<06:13,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   7%| | 18/264 [00:29<06:13,  1.52s/it, loss=0.622, mat=0.002, sens=0.886, deg=0.000
Ep 083/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.622, mat=0.002, sens=0.886, deg=0.000
Ep 083/100 [S4:finetune]:   7%| | 19/264 [00:31<06:10,  1.51s/it, loss=0.627, mat=0.003, sens=0.894, deg=0.000
Ep 083/100 [S4:finetune]:   8%| | 20/264 [00:31<06:08,  1.51s/it, loss=0.627, mat=0.003, sens=0.894, deg=0.000
Ep 083/100 [S4:finetune]:   8%| | 20/264 [00:32<06:08,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   8%| | 21/264 [00:32<06:06,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   8%| | 21/264 [00:34<06:06,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   8%| | 22/264 [00:34<06:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   8%| | 22/264 [00:35<06:05,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   9%| | 23/264 [00:35<06:03,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   9%| | 23/264 [00:37<06:03,  1.51s/it, loss=0.711, mat=0.003, sens=1.010, deg=0.000
Ep 083/100 [S4:finetune]:   9%| | 24/264 [00:37<06:02,  1.51s/it, loss=0.711, mat=0.003, sens=1.010, deg=0.000
Ep 083/100 [S4:finetune]:   9%| | 24/264 [00:38<06:02,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   9%| | 25/264 [00:38<06:00,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:   9%| | 25/264 [00:40<06:00,  1.51s/it, loss=0.613, mat=0.002, sens=0.872, deg=0.000
Ep 083/100 [S4:finetune]:  10%| | 26/264 [00:40<06:04,  1.53s/it, loss=0.613, mat=0.002, sens=0.872, deg=0.000
Ep 083/100 [S4:finetune]:  10%| | 26/264 [00:41<06:04,  1.53s/it, loss=0.696, mat=0.005, sens=0.990, deg=0.000
Ep 083/100 [S4:finetune]:  10%| | 27/264 [00:41<06:01,  1.52s/it, loss=0.696, mat=0.005, sens=0.990, deg=0.000
Ep 083/100 [S4:finetune]:  10%| | 27/264 [00:43<06:01,  1.52s/it, loss=0.642, mat=0.003, sens=0.911, deg=0.000
Ep 083/100 [S4:finetune]:  11%| | 28/264 [00:43<05:58,  1.52s/it, loss=0.642, mat=0.003, sens=0.911, deg=0.000
Ep 083/100 [S4:finetune]:  11%| | 28/264 [00:44<05:58,  1.52s/it, loss=0.684, mat=0.004, sens=0.972, deg=0.000
Ep 083/100 [S4:finetune]:  11%| | 29/264 [00:44<05:56,  1.52s/it, loss=0.684, mat=0.004, sens=0.972, deg=0.000
Ep 083/100 [S4:finetune]:  11%| | 29/264 [00:46<05:56,  1.52s/it, loss=0.568, mat=0.004, sens=0.807, deg=0.001
Ep 083/100 [S4:finetune]:  11%| | 30/264 [00:46<05:54,  1.51s/it, loss=0.568, mat=0.004, sens=0.807, deg=0.001
Ep 083/100 [S4:finetune]:  11%| | 30/264 [00:47<05:54,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  12%| | 31/264 [00:49<05:52,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  12%| | 32/264 [00:49<05:50,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  12%| | 32/264 [00:50<05:50,  1.51s/it, loss=0.718, mat=0.003, sens=1.023, deg=0.000
Ep 083/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:49,  1.51s/it, loss=0.718, mat=0.003, sens=1.023, deg=0.000
Ep 083/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:49,  1.51s/it, loss=0.558, mat=0.004, sens=0.790, deg=0.000
Ep 083/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:48,  1.51s/it, loss=0.558, mat=0.004, sens=0.790, deg=0.000
Ep 083/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:46,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:44,  1.51s/it, loss=0.610, mat=0.004, sens=0.869, deg=0.001
Ep 083/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:42,  1.51s/it, loss=0.610, mat=0.004, sens=0.869, deg=0.001
Ep 083/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:42,  1.51s/it, loss=0.025, mat=0.005, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:46,  1.53s/it, loss=0.025, mat=0.005, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:46,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:43,  1.52s/it, loss=0.749, mat=0.004, sens=1.068, deg=0.000
Ep 083/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:40,  1.52s/it, loss=0.749, mat=0.004, sens=1.068, deg=0.000
Ep 083/100 [S4:finetune]:  15%|▏| 40/264 [01:03<05:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.522, mat=0.004, sens=0.741, deg=0.000
Ep 083/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:38,  1.52s/it, loss=0.522, mat=0.004, sens=0.741, deg=0.000
Ep 083/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:38,  1.52s/it, loss=0.664, mat=0.003, sens=0.946, deg=0.000
Ep 083/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:36,  1.52s/it, loss=0.664, mat=0.003, sens=0.946, deg=0.000
Ep 083/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:36,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:34,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:34,  1.52s/it, loss=0.716, mat=0.003, sens=1.020, deg=0.000
Ep 083/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:32,  1.52s/it, loss=0.716, mat=0.003, sens=1.020, deg=0.000
Ep 083/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:32,  1.52s/it, loss=0.650, mat=0.004, sens=0.927, deg=0.000
Ep 083/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.51s/it, loss=0.650, mat=0.004, sens=0.927, deg=0.000
Ep 083/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:30,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.52s/it, loss=0.691, mat=0.003, sens=0.984, deg=0.000
Ep 083/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.691, mat=0.003, sens=0.984, deg=0.000
Ep 083/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:26,  1.51s/it, loss=0.996, mat=0.004, sens=1.421, deg=0.000
Ep 083/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:25,  1.51s/it, loss=0.996, mat=0.004, sens=1.421, deg=0.000
Ep 083/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:25,  1.51s/it, loss=0.875, mat=0.003, sens=1.248, deg=0.000
Ep 083/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:23,  1.51s/it, loss=0.875, mat=0.003, sens=1.248, deg=0.000
Ep 083/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:23,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:21,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:21,  1.51s/it, loss=0.572, mat=0.003, sens=0.810, deg=0.000
Ep 083/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:20,  1.51s/it, loss=0.572, mat=0.003, sens=0.810, deg=0.000
Ep 083/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:20,  1.51s/it, loss=0.858, mat=0.003, sens=1.222, deg=0.000
Ep 083/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:18,  1.51s/it, loss=0.858, mat=0.003, sens=1.222, deg=0.000
Ep 083/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:18,  1.51s/it, loss=0.815, mat=0.003, sens=1.161, deg=0.000
Ep 083/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=0.815, mat=0.003, sens=1.161, deg=0.000
Ep 083/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:17,  1.51s/it, loss=0.667, mat=0.003, sens=0.951, deg=0.000
Ep 083/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:20,  1.54s/it, loss=0.667, mat=0.003, sens=0.951, deg=0.000
Ep 083/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:20,  1.54s/it, loss=0.720, mat=0.002, sens=1.025, deg=0.000
Ep 083/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:17,  1.53s/it, loss=0.720, mat=0.002, sens=1.025, deg=0.000
Ep 083/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:17,  1.53s/it, loss=0.901, mat=0.005, sens=1.282, deg=0.000
Ep 083/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:14,  1.52s/it, loss=0.901, mat=0.005, sens=1.282, deg=0.000
Ep 083/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:12,  1.52s/it, loss=0.697, mat=0.003, sens=0.993, deg=0.000
Ep 083/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:10,  1.52s/it, loss=0.697, mat=0.003, sens=0.993, deg=0.000
Ep 083/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:10,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:08,  1.51s/it, loss=0.772, mat=0.004, sens=1.098, deg=0.000
Ep 083/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:07,  1.51s/it, loss=0.772, mat=0.004, sens=1.098, deg=0.000
Ep 083/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:05,  1.51s/it, loss=0.748, mat=0.003, sens=1.065, deg=0.000
Ep 083/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:04,  1.52s/it, loss=0.748, mat=0.003, sens=1.065, deg=0.000
Ep 083/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:04,  1.52s/it, loss=0.637, mat=0.002, sens=0.904, deg=0.000
Ep 083/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:02,  1.51s/it, loss=0.637, mat=0.002, sens=0.904, deg=0.000
Ep 083/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:02,  1.51s/it, loss=0.729, mat=0.003, sens=1.039, deg=0.000
Ep 083/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:01,  1.51s/it, loss=0.729, mat=0.003, sens=1.039, deg=0.000
Ep 083/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:59,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  25%|▎| 66/264 [01:42<04:59,  1.51s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.000
Ep 083/100 [S4:finetune]:  25%|▎| 67/264 [01:42<05:00,  1.52s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.000
Ep 083/100 [S4:finetune]:  25%|▎| 67/264 [01:43<05:00,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:58,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:58,  1.52s/it, loss=0.654, mat=0.003, sens=0.929, deg=0.000
Ep 083/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:56,  1.52s/it, loss=0.654, mat=0.003, sens=0.929, deg=0.000
Ep 083/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:58,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:58,  1.54s/it, loss=0.634, mat=0.004, sens=0.903, deg=0.000
Ep 083/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:55,  1.53s/it, loss=0.634, mat=0.004, sens=0.903, deg=0.000
Ep 083/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:55,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:52,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:52,  1.52s/it, loss=0.616, mat=0.003, sens=0.877, deg=0.000
Ep 083/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:49,  1.52s/it, loss=0.616, mat=0.003, sens=0.877, deg=0.000
Ep 083/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:49,  1.52s/it, loss=0.657, mat=0.003, sens=0.933, deg=0.000
Ep 083/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:47,  1.51s/it, loss=0.657, mat=0.003, sens=0.933, deg=0.000
Ep 083/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:47,  1.51s/it, loss=0.624, mat=0.003, sens=0.886, deg=0.000
Ep 083/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:45,  1.51s/it, loss=0.624, mat=0.003, sens=0.886, deg=0.000
Ep 083/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:44,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:44,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:42,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:40,  1.51s/it, loss=0.587, mat=0.002, sens=0.837, deg=0.000
Ep 083/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:39,  1.51s/it, loss=0.587, mat=0.002, sens=0.837, deg=0.000
Ep 083/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:39,  1.51s/it, loss=0.650, mat=0.002, sens=0.925, deg=0.000
Ep 083/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:37,  1.51s/it, loss=0.650, mat=0.002, sens=0.925, deg=0.000
Ep 083/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:37,  1.51s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.000
Ep 083/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:35,  1.51s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.000
Ep 083/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:35,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:38,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:38,  1.53s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:35,  1.52s/it, loss=0.586, mat=0.003, sens=0.834, deg=0.001
Ep 083/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:33,  1.52s/it, loss=0.586, mat=0.003, sens=0.834, deg=0.001
Ep 083/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.614, mat=0.003, sens=0.870, deg=0.001
Ep 083/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.614, mat=0.003, sens=0.870, deg=0.001
Ep 083/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 083/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:29,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.001
Ep 083/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:29,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:27,  1.51s/it, loss=0.668, mat=0.003, sens=0.950, deg=0.001
Ep 083/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:25,  1.51s/it, loss=0.668, mat=0.003, sens=0.950, deg=0.001
Ep 083/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:25,  1.51s/it, loss=0.638, mat=0.002, sens=0.910, deg=0.000
Ep 083/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:24,  1.51s/it, loss=0.638, mat=0.002, sens=0.910, deg=0.000
Ep 083/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:22,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 083/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:21,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 083/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:21,  1.51s/it, loss=0.621, mat=0.004, sens=0.880, deg=0.001
Ep 083/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.621, mat=0.004, sens=0.880, deg=0.001
Ep 083/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.633, mat=0.003, sens=0.900, deg=0.000
Ep 083/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:19,  1.52s/it, loss=0.633, mat=0.003, sens=0.900, deg=0.000
Ep 083/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.649, mat=0.004, sens=0.923, deg=0.001
Ep 083/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:17,  1.52s/it, loss=0.649, mat=0.004, sens=0.923, deg=0.001
Ep 083/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:17,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:16,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:16,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 083/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:14,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 083/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:14,  1.51s/it, loss=0.713, mat=0.003, sens=1.013, deg=0.002
Ep 083/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.713, mat=0.003, sens=1.013, deg=0.002
Ep 083/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:12,  1.51s/it, loss=0.690, mat=0.003, sens=0.980, deg=0.001
Ep 083/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:10,  1.51s/it, loss=0.690, mat=0.003, sens=0.980, deg=0.001
Ep 083/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 083/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:09,  1.51s/it, loss=0.888, mat=0.004, sens=0.965, deg=0.001
Ep 083/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:07,  1.51s/it, loss=0.888, mat=0.004, sens=0.965, deg=0.00
Ep 083/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:07,  1.51s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:09,  1.53s/it, loss=0.024, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:09,  1.53s/it, loss=0.630, mat=0.004, sens=0.863, deg=0.00
Ep 083/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:06,  1.52s/it, loss=0.630, mat=0.004, sens=0.863, deg=0.00
Ep 083/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:06,  1.52s/it, loss=0.662, mat=0.003, sens=0.941, deg=0.00
Ep 083/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:04,  1.52s/it, loss=0.662, mat=0.003, sens=0.941, deg=0.00
Ep 083/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:04,  1.52s/it, loss=0.524, mat=0.002, sens=0.744, deg=0.00
Ep 083/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:02,  1.52s/it, loss=0.524, mat=0.002, sens=0.744, deg=0.00
Ep 083/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:02,  1.52s/it, loss=0.616, mat=0.003, sens=0.878, deg=0.00
Ep 083/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:00,  1.51s/it, loss=0.616, mat=0.003, sens=0.878, deg=0.00
Ep 083/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:00,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:59,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  40%|▍| 106/264 [02:43<03:59,  1.51s/it, loss=0.645, mat=0.003, sens=0.916, deg=0.00
Ep 083/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:57,  1.51s/it, loss=0.645, mat=0.003, sens=0.916, deg=0.00
Ep 083/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:57,  1.51s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 083/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:55,  1.51s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 083/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:55,  1.51s/it, loss=0.570, mat=0.003, sens=0.809, deg=0.00
Ep 083/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:54,  1.51s/it, loss=0.570, mat=0.003, sens=0.809, deg=0.00
Ep 083/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:54,  1.51s/it, loss=0.610, mat=0.003, sens=0.868, deg=0.00
Ep 083/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:52,  1.51s/it, loss=0.610, mat=0.003, sens=0.868, deg=0.00
Ep 083/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:52,  1.51s/it, loss=0.618, mat=0.003, sens=0.880, deg=0.00
Ep 083/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:51,  1.51s/it, loss=0.618, mat=0.003, sens=0.880, deg=0.00
Ep 083/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.51s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.00
Ep 083/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:49,  1.51s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.00
Ep 083/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:49,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:47,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:47,  1.51s/it, loss=0.545, mat=0.004, sens=0.775, deg=0.00
Ep 083/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.545, mat=0.004, sens=0.775, deg=0.00
Ep 083/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:48,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:48,  1.53s/it, loss=0.570, mat=0.004, sens=0.811, deg=0.00
Ep 083/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:45,  1.53s/it, loss=0.570, mat=0.004, sens=0.811, deg=0.00
Ep 083/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:44,  1.53s/it, loss=0.597, mat=0.003, sens=0.850, deg=0.00
Ep 083/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:42,  1.53s/it, loss=0.597, mat=0.003, sens=0.850, deg=0.00
Ep 083/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:42,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:40,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:38,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.597, mat=0.003, sens=0.841, deg=0.00
Ep 083/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:34,  1.51s/it, loss=0.597, mat=0.003, sens=0.841, deg=0.00
Ep 083/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:34,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:33,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:33,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:30,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:30,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:29,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:29,  1.53s/it, loss=0.588, mat=0.003, sens=0.838, deg=0.00
Ep 083/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:27,  1.52s/it, loss=0.588, mat=0.003, sens=0.838, deg=0.00
Ep 083/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:27,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:24,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:21,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:21,  1.51s/it, loss=0.568, mat=0.005, sens=0.809, deg=0.00
Ep 083/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:19,  1.51s/it, loss=0.568, mat=0.005, sens=0.809, deg=0.00
Ep 083/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:18,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:16,  1.51s/it, loss=0.597, mat=0.002, sens=0.850, deg=0.00
Ep 083/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:14,  1.51s/it, loss=0.597, mat=0.002, sens=0.850, deg=0.00
Ep 083/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:13,  1.51s/it, loss=0.582, mat=0.003, sens=0.826, deg=0.00
Ep 083/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.51s/it, loss=0.582, mat=0.003, sens=0.826, deg=0.00
Ep 083/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.610, mat=0.004, sens=0.869, deg=0.00
Ep 083/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:08,  1.51s/it, loss=0.610, mat=0.004, sens=0.869, deg=0.00
Ep 083/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:08,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:06,  1.51s/it, loss=0.548, mat=0.003, sens=0.775, deg=0.00
Ep 083/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.548, mat=0.003, sens=0.775, deg=0.00
Ep 083/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:05,  1.51s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.00
Ep 083/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:05,  1.52s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.00
Ep 083/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:05,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:03,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:03,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:02,  1.52s/it, loss=0.528, mat=0.004, sens=0.751, deg=0.00
Ep 083/100 [S4:finetune]:  55%|▌| 145/264 [03:40<03:03,  1.54s/it, loss=0.528, mat=0.004, sens=0.751, deg=0.00
Ep 083/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:03,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:00,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:00,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:58,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:58,  1.53s/it, loss=0.546, mat=0.004, sens=0.778, deg=0.00
Ep 083/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:56,  1.52s/it, loss=0.546, mat=0.004, sens=0.778, deg=0.00
Ep 083/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.599, mat=0.002, sens=0.855, deg=0.00
Ep 083/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:54,  1.52s/it, loss=0.599, mat=0.002, sens=0.855, deg=0.00
Ep 083/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:54,  1.52s/it, loss=0.683, mat=0.004, sens=0.826, deg=0.00
Ep 083/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:52,  1.51s/it, loss=0.683, mat=0.004, sens=0.826, deg=0.00
Ep 083/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:52,  1.51s/it, loss=0.572, mat=0.002, sens=0.815, deg=0.00
Ep 083/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:50,  1.51s/it, loss=0.572, mat=0.002, sens=0.815, deg=0.00
Ep 083/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:50,  1.51s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 083/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:49,  1.51s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 083/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:49,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:47,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:47,  1.51s/it, loss=0.563, mat=0.003, sens=0.801, deg=0.00
Ep 083/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:46,  1.51s/it, loss=0.563, mat=0.003, sens=0.801, deg=0.00
Ep 083/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:46,  1.51s/it, loss=0.550, mat=0.003, sens=0.781, deg=0.00
Ep 083/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:44,  1.51s/it, loss=0.550, mat=0.003, sens=0.781, deg=0.00
Ep 083/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:43,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:43,  1.51s/it, loss=0.572, mat=0.003, sens=0.814, deg=0.00
Ep 083/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:41,  1.51s/it, loss=0.572, mat=0.003, sens=0.814, deg=0.00
Ep 083/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:40,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:38,  1.51s/it, loss=0.575, mat=0.003, sens=0.817, deg=0.00
Ep 083/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:39,  1.53s/it, loss=0.575, mat=0.003, sens=0.817, deg=0.00
Ep 083/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:39,  1.53s/it, loss=0.570, mat=0.003, sens=0.811, deg=0.00
Ep 083/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:37,  1.53s/it, loss=0.570, mat=0.003, sens=0.811, deg=0.00
Ep 083/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:37,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:35,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:35,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:33,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:29,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:27,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:27,  1.52s/it, loss=0.524, mat=0.003, sens=0.746, deg=0.00
Ep 083/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:25,  1.52s/it, loss=0.524, mat=0.003, sens=0.746, deg=0.00
Ep 083/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:25,  1.52s/it, loss=0.545, mat=0.004, sens=0.776, deg=0.00
Ep 083/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.52s/it, loss=0.545, mat=0.004, sens=0.776, deg=0.00
Ep 083/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:22,  1.51s/it, loss=0.501, mat=0.003, sens=0.714, deg=0.00
Ep 083/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.501, mat=0.003, sens=0.714, deg=0.00
Ep 083/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:21,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:21,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:18,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:18,  1.52s/it, loss=0.518, mat=0.003, sens=0.737, deg=0.00
Ep 083/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:17,  1.52s/it, loss=0.518, mat=0.003, sens=0.737, deg=0.00
Ep 083/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:17,  1.52s/it, loss=0.553, mat=0.004, sens=0.786, deg=0.00
Ep 083/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:15,  1.52s/it, loss=0.553, mat=0.004, sens=0.786, deg=0.00
Ep 083/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:09,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.51s/it, loss=0.508, mat=0.004, sens=0.723, deg=0.00
Ep 083/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:06,  1.51s/it, loss=0.508, mat=0.004, sens=0.723, deg=0.00
Ep 083/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:06,  1.51s/it, loss=0.574, mat=0.003, sens=0.817, deg=0.00
Ep 083/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.574, mat=0.003, sens=0.817, deg=0.00
Ep 083/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=0.550, mat=0.004, sens=0.750, deg=0.00
Ep 083/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:03,  1.51s/it, loss=0.550, mat=0.004, sens=0.750, deg=0.00
Ep 083/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:01,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:01,  1.50s/it, loss=12.749, mat=0.004, sens=0.000, deg=0.0
Ep 083/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:00,  1.50s/it, loss=12.749, mat=0.004, sens=0.000, deg=0.0
Ep 083/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:00,  1.50s/it, loss=0.548, mat=0.005, sens=0.773, deg=0.00
Ep 083/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:58,  1.51s/it, loss=0.548, mat=0.005, sens=0.773, deg=0.00
Ep 083/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:58,  1.51s/it, loss=0.598, mat=0.002, sens=0.849, deg=0.00
Ep 083/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:57,  1.51s/it, loss=0.598, mat=0.002, sens=0.849, deg=0.00
Ep 083/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:55,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:54,  1.51s/it, loss=0.521, mat=0.004, sens=0.740, deg=0.00
Ep 083/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:52,  1.51s/it, loss=0.521, mat=0.004, sens=0.740, deg=0.00
Ep 083/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:52,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:51,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:51,  1.51s/it, loss=0.536, mat=0.003, sens=0.762, deg=0.00
Ep 083/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:51,  1.53s/it, loss=0.536, mat=0.003, sens=0.762, deg=0.00
Ep 083/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:50,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:48,  1.53s/it, loss=0.541, mat=0.003, sens=0.768, deg=0.00
Ep 083/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:46,  1.52s/it, loss=0.541, mat=0.003, sens=0.768, deg=0.00
Ep 083/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:42,  1.51s/it, loss=0.544, mat=0.003, sens=0.770, deg=0.00
Ep 083/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.51s/it, loss=0.544, mat=0.003, sens=0.770, deg=0.00
Ep 083/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.51s/it, loss=1.542, mat=0.002, sens=0.793, deg=0.00
Ep 083/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=1.542, mat=0.002, sens=0.793, deg=0.00
Ep 083/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:39,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.51s/it, loss=0.595, mat=0.003, sens=0.846, deg=0.00
Ep 083/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=0.595, mat=0.003, sens=0.846, deg=0.00
Ep 083/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:36,  1.51s/it, loss=0.568, mat=0.003, sens=0.809, deg=0.00
Ep 083/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:34,  1.51s/it, loss=0.568, mat=0.003, sens=0.809, deg=0.00
Ep 083/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:34,  1.51s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 083/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.51s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 083/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:33,  1.51s/it, loss=0.563, mat=0.002, sens=0.801, deg=0.00
Ep 083/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:31,  1.51s/it, loss=0.563, mat=0.002, sens=0.801, deg=0.00
Ep 083/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.524, mat=0.004, sens=0.744, deg=0.00
Ep 083/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:30,  1.53s/it, loss=0.524, mat=0.004, sens=0.744, deg=0.00
Ep 083/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:30,  1.53s/it, loss=0.581, mat=0.003, sens=0.827, deg=0.00
Ep 083/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:28,  1.53s/it, loss=0.581, mat=0.003, sens=0.827, deg=0.00
Ep 083/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:26,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:24,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:19,  1.51s/it, loss=0.564, mat=0.002, sens=0.802, deg=0.00
Ep 083/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.564, mat=0.002, sens=0.802, deg=0.00
Ep 083/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:16,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:16,  1.50s/it, loss=0.531, mat=0.003, sens=0.755, deg=0.00
Ep 083/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.531, mat=0.003, sens=0.755, deg=0.00
Ep 083/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.51s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.00
Ep 083/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:11,  1.53s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.00
Ep 083/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:10,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:10,  1.53s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.00
Ep 083/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:08,  1.53s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.00
Ep 083/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.53s/it, loss=0.678, mat=0.003, sens=0.966, deg=0.00
Ep 083/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.52s/it, loss=0.678, mat=0.003, sens=0.966, deg=0.00
Ep 083/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.52s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.00
Ep 083/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:05,  1.52s/it, loss=0.630, mat=0.003, sens=0.898, deg=0.00
Ep 083/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.52s/it, loss=0.625, mat=0.003, sens=0.890, deg=0.00
Ep 083/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:02,  1.51s/it, loss=0.625, mat=0.003, sens=0.890, deg=0.00
Ep 083/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.51s/it, loss=0.656, mat=0.004, sens=0.933, deg=0.00
Ep 083/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.51s/it, loss=0.656, mat=0.004, sens=0.933, deg=0.00
Ep 083/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:00,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:58,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:55,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:55,  1.50s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.50s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:52,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:52,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.50s/it, loss=0.807, mat=0.004, sens=1.150, deg=0.00
Ep 083/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:49,  1.50s/it, loss=0.807, mat=0.004, sens=1.150, deg=0.00
Ep 083/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:49,  1.50s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.50s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.50s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.50s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:46,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:44,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:44,  1.53s/it, loss=0.775, mat=0.004, sens=1.102, deg=0.00
Ep 083/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.52s/it, loss=0.775, mat=0.004, sens=1.102, deg=0.00
Ep 083/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.681, mat=0.003, sens=0.971, deg=0.00
Ep 083/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:40,  1.52s/it, loss=0.681, mat=0.003, sens=0.971, deg=0.00
Ep 083/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:40,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.51s/it, loss=0.705, mat=0.004, sens=1.004, deg=0.00
Ep 083/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.51s/it, loss=0.705, mat=0.004, sens=1.004, deg=0.00
Ep 083/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:34,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.50s/it, loss=0.722, mat=0.003, sens=1.030, deg=0.00
Ep 083/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.52s/it, loss=0.722, mat=0.003, sens=1.030, deg=0.00
Ep 083/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.788, mat=0.003, sens=1.123, deg=0.00
Ep 083/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.788, mat=0.003, sens=1.123, deg=0.00
Ep 083/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.727, mat=0.003, sens=1.037, deg=0.00
Ep 083/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.51s/it, loss=0.727, mat=0.003, sens=1.037, deg=0.00
Ep 083/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.812, mat=0.003, sens=1.159, deg=0.00
Ep 083/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.51s/it, loss=0.812, mat=0.003, sens=1.159, deg=0.00
Ep 083/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.50s/it, loss=0.722, mat=0.003, sens=1.030, deg=0.00
Ep 083/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.50s/it, loss=0.722, mat=0.003, sens=1.030, deg=0.00
Ep 083/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.52s/it, loss=0.726, mat=0.002, sens=1.035, deg=0.00
Ep 083/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.52s/it, loss=0.726, mat=0.002, sens=1.035, deg=0.00
Ep 083/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.617, mat=0.003, sens=0.880, deg=0.00
Ep 083/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.51s/it, loss=0.617, mat=0.003, sens=0.880, deg=0.00
Ep 083/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.595, mat=0.003, sens=0.849, deg=0.00
Ep 083/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.595, mat=0.003, sens=0.849, deg=0.00
Ep 083/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.691, mat=0.003, sens=0.986, deg=0.00
Ep 083/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.51s/it, loss=0.691, mat=0.003, sens=0.986, deg=0.00
Ep 083/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.631, mat=0.004, sens=0.899, deg=0.00
Ep 083/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.50s/it, loss=0.631, mat=0.004, sens=0.899, deg=0.00
Ep 083/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.50s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.00
Ep 083/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.50s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.00
Ep 083/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.50s/it, loss=0.730, mat=0.002, sens=1.042, deg=0.00
Ep 083/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:05,  1.50s/it, loss=0.730, mat=0.002, sens=1.042, deg=0.00
Ep 083/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:05,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.50s/it, loss=0.697, mat=0.003, sens=0.994, deg=0.00
Ep 083/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.52s/it, loss=0.697, mat=0.003, sens=0.994, deg=0.00
Ep 083/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 083/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.709, mat=0.004, sens=1.011, deg=0.00
Ep 083/100 [S4:finetune]: 100%|█| 264/264 [06:40<00:00,  1.51s/it, loss=0.709, mat=0.004, sens=1.011, deg=0.00
                                                                                                              
Epoch 083/100 [S4:finetune]  loss=0.3849  mat=0.0032  sens=0.4672  deg=0.0004  orth=0.0568  α=0.3 β=0.7 γ=0.2  401s

Ep 084/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 084/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 084/100 [S4:finetune]:   0%| | 1/264 [00:02<09:28,  2.16s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 084/100 [S4:finetune]:   0%| | 1/264 [00:03<09:28,  2.16s/it, loss=0.626, mat=0.003, sens=0.883, deg=0.000]
Ep 084/100 [S4:finetune]:   1%| | 2/264 [00:03<07:49,  1.79s/it, loss=0.626, mat=0.003, sens=0.883, deg=0.000]
Ep 084/100 [S4:finetune]:   1%| | 2/264 [00:05<07:49,  1.79s/it, loss=0.615, mat=0.004, sens=0.876, deg=0.000]
Ep 084/100 [S4:finetune]:   1%| | 3/264 [00:05<07:13,  1.66s/it, loss=0.615, mat=0.004, sens=0.876, deg=0.000]
Ep 084/100 [S4:finetune]:   1%| | 3/264 [00:06<07:13,  1.66s/it, loss=0.648, mat=0.003, sens=0.924, deg=0.000]
Ep 084/100 [S4:finetune]:   2%| | 4/264 [00:06<06:55,  1.60s/it, loss=0.648, mat=0.003, sens=0.924, deg=0.000]
Ep 084/100 [S4:finetune]:   2%| | 4/264 [00:08<06:55,  1.60s/it, loss=0.642, mat=0.003, sens=0.916, deg=0.000]
Ep 084/100 [S4:finetune]:   2%| | 5/264 [00:08<06:44,  1.56s/it, loss=0.642, mat=0.003, sens=0.916, deg=0.000]
Ep 084/100 [S4:finetune]:   2%| | 5/264 [00:09<06:44,  1.56s/it, loss=0.619, mat=0.003, sens=0.882, deg=0.000]
Ep 084/100 [S4:finetune]:   2%| | 6/264 [00:09<06:37,  1.54s/it, loss=0.619, mat=0.003, sens=0.882, deg=0.000]
Ep 084/100 [S4:finetune]:   2%| | 6/264 [00:11<06:37,  1.54s/it, loss=0.573, mat=0.004, sens=0.815, deg=0.000]
Ep 084/100 [S4:finetune]:   3%| | 7/264 [00:11<06:32,  1.53s/it, loss=0.573, mat=0.004, sens=0.815, deg=0.000]
Ep 084/100 [S4:finetune]:   3%| | 7/264 [00:12<06:32,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 084/100 [S4:finetune]:   3%| | 8/264 [00:12<06:29,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 084/100 [S4:finetune]:   3%| | 8/264 [00:14<06:29,  1.52s/it, loss=0.616, mat=0.002, sens=0.877, deg=0.000]
Ep 084/100 [S4:finetune]:   3%| | 9/264 [00:14<06:25,  1.51s/it, loss=0.616, mat=0.002, sens=0.877, deg=0.000]
Ep 084/100 [S4:finetune]:   3%| | 9/264 [00:15<06:25,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 084/100 [S4:finetune]:   4%| | 10/264 [00:15<06:23,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:   4%| | 10/264 [00:17<06:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:   4%| | 11/264 [00:17<06:31,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:   4%| | 11/264 [00:18<06:31,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:   5%| | 12/264 [00:18<06:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:   5%| | 12/264 [00:20<06:25,  1.53s/it, loss=0.605, mat=0.003, sens=0.861, deg=0.000
Ep 084/100 [S4:finetune]:   5%| | 13/264 [00:20<06:22,  1.52s/it, loss=0.605, mat=0.003, sens=0.861, deg=0.000
Ep 084/100 [S4:finetune]:   5%| | 13/264 [00:21<06:22,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:   5%| | 14/264 [00:21<06:19,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:   5%| | 14/264 [00:23<06:19,  1.52s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.000
Ep 084/100 [S4:finetune]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.000
Ep 084/100 [S4:finetune]:   6%| | 15/264 [00:24<06:16,  1.51s/it, loss=0.601, mat=0.002, sens=0.857, deg=0.000
Ep 084/100 [S4:finetune]:   6%| | 16/264 [00:24<06:13,  1.51s/it, loss=0.601, mat=0.002, sens=0.857, deg=0.000
Ep 084/100 [S4:finetune]:   6%| | 16/264 [00:26<06:13,  1.51s/it, loss=0.611, mat=0.003, sens=0.870, deg=0.000
Ep 084/100 [S4:finetune]:   6%| | 17/264 [00:26<06:11,  1.51s/it, loss=0.611, mat=0.003, sens=0.870, deg=0.000
Ep 084/100 [S4:finetune]:   6%| | 17/264 [00:27<06:11,  1.51s/it, loss=0.632, mat=0.003, sens=0.900, deg=0.000
Ep 084/100 [S4:finetune]:   7%| | 18/264 [00:27<06:10,  1.51s/it, loss=0.632, mat=0.003, sens=0.900, deg=0.000
Ep 084/100 [S4:finetune]:   7%| | 18/264 [00:29<06:10,  1.51s/it, loss=0.683, mat=0.002, sens=0.970, deg=0.000
Ep 084/100 [S4:finetune]:   7%| | 19/264 [00:29<06:08,  1.50s/it, loss=0.683, mat=0.002, sens=0.970, deg=0.000
Ep 084/100 [S4:finetune]:   7%| | 19/264 [00:30<06:08,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:   8%| | 20/264 [00:30<06:06,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:   8%| | 20/264 [00:32<06:06,  1.50s/it, loss=0.579, mat=0.003, sens=0.825, deg=0.000
Ep 084/100 [S4:finetune]:   8%| | 21/264 [00:32<06:05,  1.50s/it, loss=0.579, mat=0.003, sens=0.825, deg=0.000
Ep 084/100 [S4:finetune]:   8%| | 21/264 [00:33<06:05,  1.50s/it, loss=0.610, mat=0.004, sens=0.863, deg=0.000
Ep 084/100 [S4:finetune]:   8%| | 22/264 [00:33<06:03,  1.50s/it, loss=0.610, mat=0.004, sens=0.863, deg=0.000
Ep 084/100 [S4:finetune]:   8%| | 22/264 [00:35<06:03,  1.50s/it, loss=0.576, mat=0.003, sens=0.820, deg=0.000
Ep 084/100 [S4:finetune]:   9%| | 23/264 [00:35<06:01,  1.50s/it, loss=0.576, mat=0.003, sens=0.820, deg=0.000
Ep 084/100 [S4:finetune]:   9%| | 23/264 [00:36<06:01,  1.50s/it, loss=0.621, mat=0.004, sens=0.884, deg=0.001
Ep 084/100 [S4:finetune]:   9%| | 24/264 [00:36<06:00,  1.50s/it, loss=0.621, mat=0.004, sens=0.884, deg=0.001
Ep 084/100 [S4:finetune]:   9%| | 24/264 [00:38<06:00,  1.50s/it, loss=0.546, mat=0.004, sens=0.777, deg=0.001
Ep 084/100 [S4:finetune]:   9%| | 25/264 [00:38<05:58,  1.50s/it, loss=0.546, mat=0.004, sens=0.777, deg=0.001
Ep 084/100 [S4:finetune]:   9%| | 25/264 [00:39<05:58,  1.50s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.000
Ep 084/100 [S4:finetune]:  10%| | 26/264 [00:39<05:57,  1.50s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.000
Ep 084/100 [S4:finetune]:  10%| | 26/264 [00:41<05:57,  1.50s/it, loss=0.691, mat=0.003, sens=0.985, deg=0.000
Ep 084/100 [S4:finetune]:  10%| | 27/264 [00:41<05:58,  1.51s/it, loss=0.691, mat=0.003, sens=0.985, deg=0.000
Ep 084/100 [S4:finetune]:  10%| | 27/264 [00:42<05:58,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001
Ep 084/100 [S4:finetune]:  11%| | 28/264 [00:42<05:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001
Ep 084/100 [S4:finetune]:  11%| | 28/264 [00:44<05:57,  1.51s/it, loss=0.617, mat=0.002, sens=0.878, deg=0.000
Ep 084/100 [S4:finetune]:  11%| | 29/264 [00:44<06:00,  1.53s/it, loss=0.617, mat=0.002, sens=0.878, deg=0.000
Ep 084/100 [S4:finetune]:  11%| | 29/264 [00:45<06:00,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001
Ep 084/100 [S4:finetune]:  11%| | 30/264 [00:45<05:57,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.001
Ep 084/100 [S4:finetune]:  11%| | 30/264 [00:47<05:57,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  12%| | 31/264 [00:47<05:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  12%| | 31/264 [00:49<05:53,  1.52s/it, loss=0.656, mat=0.004, sens=0.934, deg=0.001
Ep 084/100 [S4:finetune]:  12%| | 32/264 [00:49<05:51,  1.52s/it, loss=0.656, mat=0.004, sens=0.934, deg=0.001
Ep 084/100 [S4:finetune]:  12%| | 32/264 [00:50<05:51,  1.52s/it, loss=0.665, mat=0.004, sens=0.947, deg=0.001
Ep 084/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:49,  1.51s/it, loss=0.665, mat=0.004, sens=0.947, deg=0.001
Ep 084/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:49,  1.51s/it, loss=0.642, mat=0.003, sens=0.913, deg=0.000
Ep 084/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:47,  1.51s/it, loss=0.642, mat=0.003, sens=0.913, deg=0.000
Ep 084/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:47,  1.51s/it, loss=0.656, mat=0.004, sens=0.936, deg=0.001
Ep 084/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:45,  1.51s/it, loss=0.656, mat=0.004, sens=0.936, deg=0.001
Ep 084/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:45,  1.51s/it, loss=0.686, mat=0.004, sens=0.977, deg=0.001
Ep 084/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:43,  1.51s/it, loss=0.686, mat=0.004, sens=0.977, deg=0.001
Ep 084/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 084/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 084/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:41,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:40,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:38,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:38,  1.51s/it, loss=0.634, mat=0.002, sens=0.904, deg=0.000
Ep 084/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:37,  1.51s/it, loss=0.634, mat=0.002, sens=0.904, deg=0.000
Ep 084/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:37,  1.51s/it, loss=0.713, mat=0.002, sens=1.016, deg=0.000
Ep 084/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:35,  1.51s/it, loss=0.713, mat=0.002, sens=1.016, deg=0.000
Ep 084/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:35,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:33,  1.51s/it, loss=0.680, mat=0.003, sens=0.970, deg=0.000
Ep 084/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:36,  1.53s/it, loss=0.680, mat=0.003, sens=0.970, deg=0.000
Ep 084/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:36,  1.53s/it, loss=0.735, mat=0.005, sens=1.046, deg=0.001
Ep 084/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:33,  1.52s/it, loss=0.735, mat=0.005, sens=1.046, deg=0.001
Ep 084/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:33,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:31,  1.52s/it, loss=0.786, mat=0.003, sens=1.121, deg=0.001
Ep 084/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:29,  1.52s/it, loss=0.786, mat=0.003, sens=1.121, deg=0.001
Ep 084/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=0.787, mat=0.003, sens=1.122, deg=0.000
Ep 084/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:24,  1.51s/it, loss=0.787, mat=0.003, sens=1.122, deg=0.000
Ep 084/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:22,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:22,  1.51s/it, loss=0.840, mat=0.004, sens=1.198, deg=0.000
Ep 084/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:23,  1.52s/it, loss=0.840, mat=0.004, sens=1.198, deg=0.000
Ep 084/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:23,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:21,  1.52s/it, loss=0.742, mat=0.003, sens=1.058, deg=0.000
Ep 084/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:19,  1.52s/it, loss=0.742, mat=0.003, sens=1.058, deg=0.000
Ep 084/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:19,  1.52s/it, loss=0.682, mat=0.002, sens=0.972, deg=0.000
Ep 084/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=0.682, mat=0.002, sens=0.972, deg=0.000
Ep 084/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:17,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:18,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:18,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:15,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:13,  1.52s/it, loss=0.790, mat=0.003, sens=1.126, deg=0.000
Ep 084/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:10,  1.52s/it, loss=0.790, mat=0.003, sens=1.126, deg=0.000
Ep 084/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:10,  1.52s/it, loss=0.750, mat=0.004, sens=1.069, deg=0.000
Ep 084/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.750, mat=0.004, sens=1.069, deg=0.000
Ep 084/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:06,  1.51s/it, loss=0.661, mat=0.004, sens=0.941, deg=0.000
Ep 084/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:04,  1.51s/it, loss=0.661, mat=0.004, sens=0.941, deg=0.000
Ep 084/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:04,  1.51s/it, loss=0.807, mat=0.003, sens=1.152, deg=0.000
Ep 084/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:03,  1.51s/it, loss=0.807, mat=0.003, sens=1.152, deg=0.000
Ep 084/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:03,  1.51s/it, loss=0.686, mat=0.003, sens=0.978, deg=0.000
Ep 084/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:01,  1.51s/it, loss=0.686, mat=0.003, sens=0.978, deg=0.000
Ep 084/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:01,  1.51s/it, loss=0.695, mat=0.003, sens=0.990, deg=0.000
Ep 084/100 [S4:finetune]:  25%|▏| 65/264 [01:38<05:00,  1.51s/it, loss=0.695, mat=0.003, sens=0.990, deg=0.000
Ep 084/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:00,  1.51s/it, loss=0.696, mat=0.003, sens=0.991, deg=0.000
Ep 084/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.696, mat=0.003, sens=0.991, deg=0.000
Ep 084/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:58,  1.51s/it, loss=0.717, mat=0.002, sens=1.022, deg=0.000
Ep 084/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=0.717, mat=0.002, sens=1.022, deg=0.000
Ep 084/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:55,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:54,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 084/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 084/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:52,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:50,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:50,  1.51s/it, loss=0.728, mat=0.003, sens=1.038, deg=0.000
Ep 084/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:49,  1.51s/it, loss=0.728, mat=0.003, sens=1.038, deg=0.000
Ep 084/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:49,  1.51s/it, loss=0.732, mat=0.003, sens=1.043, deg=0.000
Ep 084/100 [S4:finetune]:  28%|▎| 73/264 [01:50<04:47,  1.51s/it, loss=0.732, mat=0.003, sens=1.043, deg=0.000
Ep 084/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:47,  1.51s/it, loss=0.720, mat=0.004, sens=1.026, deg=0.000
Ep 084/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:50,  1.53s/it, loss=0.720, mat=0.004, sens=1.026, deg=0.000
Ep 084/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:50,  1.53s/it, loss=0.778, mat=0.003, sens=1.109, deg=0.000
Ep 084/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:48,  1.53s/it, loss=0.778, mat=0.003, sens=1.109, deg=0.000
Ep 084/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:48,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:47,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:47,  1.53s/it, loss=0.726, mat=0.003, sens=1.035, deg=0.000
Ep 084/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:44,  1.52s/it, loss=0.726, mat=0.003, sens=1.035, deg=0.000
Ep 084/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:44,  1.52s/it, loss=0.754, mat=0.004, sens=1.074, deg=0.000
Ep 084/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:43,  1.52s/it, loss=0.754, mat=0.004, sens=1.074, deg=0.000
Ep 084/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:43,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:41,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:38,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:38,  1.52s/it, loss=0.745, mat=0.004, sens=1.062, deg=0.000
Ep 084/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:36,  1.51s/it, loss=0.745, mat=0.004, sens=1.062, deg=0.000
Ep 084/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:36,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:34,  1.51s/it, loss=0.854, mat=0.006, sens=1.218, deg=0.000
Ep 084/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:33,  1.51s/it, loss=0.854, mat=0.006, sens=1.218, deg=0.000
Ep 084/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:33,  1.51s/it, loss=0.764, mat=0.004, sens=1.089, deg=0.000
Ep 084/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:31,  1.51s/it, loss=0.764, mat=0.004, sens=1.089, deg=0.000
Ep 084/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:31,  1.51s/it, loss=0.729, mat=0.003, sens=1.040, deg=0.000
Ep 084/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:30,  1.51s/it, loss=0.729, mat=0.003, sens=1.040, deg=0.000
Ep 084/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=0.763, mat=0.003, sens=1.089, deg=0.000
Ep 084/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.763, mat=0.003, sens=1.089, deg=0.000
Ep 084/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.51s/it, loss=0.883, mat=0.003, sens=1.260, deg=0.000
Ep 084/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:28,  1.53s/it, loss=0.883, mat=0.003, sens=1.260, deg=0.000
Ep 084/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:28,  1.53s/it, loss=0.738, mat=0.003, sens=1.052, deg=0.000
Ep 084/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:26,  1.52s/it, loss=0.738, mat=0.003, sens=1.052, deg=0.000
Ep 084/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:26,  1.52s/it, loss=0.882, mat=0.002, sens=1.258, deg=0.000
Ep 084/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:23,  1.52s/it, loss=0.882, mat=0.002, sens=1.258, deg=0.000
Ep 084/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:23,  1.52s/it, loss=0.905, mat=0.005, sens=1.289, deg=0.000
Ep 084/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:21,  1.51s/it, loss=0.905, mat=0.005, sens=1.289, deg=0.000
Ep 084/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:21,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:19,  1.51s/it, loss=0.857, mat=0.003, sens=1.220, deg=0.000
Ep 084/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:17,  1.51s/it, loss=0.857, mat=0.003, sens=1.220, deg=0.000
Ep 084/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:16,  1.51s/it, loss=0.775, mat=0.002, sens=1.106, deg=0.000
Ep 084/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:14,  1.51s/it, loss=0.775, mat=0.002, sens=1.106, deg=0.000
Ep 084/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:14,  1.51s/it, loss=0.813, mat=0.004, sens=1.160, deg=0.000
Ep 084/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:13,  1.51s/it, loss=0.813, mat=0.004, sens=1.160, deg=0.000
Ep 084/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 084/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:11,  1.51s/it, loss=0.796, mat=0.004, sens=1.130, deg=0.000
Ep 084/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:10,  1.51s/it, loss=0.796, mat=0.004, sens=1.130, deg=0.000
Ep 084/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:10,  1.51s/it, loss=0.629, mat=0.002, sens=0.897, deg=0.000
Ep 084/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:08,  1.51s/it, loss=0.629, mat=0.002, sens=0.897, deg=0.000
Ep 084/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:08,  1.51s/it, loss=0.795, mat=0.003, sens=1.134, deg=0.000
Ep 084/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:14,  1.55s/it, loss=0.795, mat=0.003, sens=1.134, deg=0.00
Ep 084/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:14,  1.55s/it, loss=0.770, mat=0.003, sens=1.097, deg=0.00
Ep 084/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:10,  1.54s/it, loss=0.770, mat=0.003, sens=1.097, deg=0.00
Ep 084/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:10,  1.54s/it, loss=0.675, mat=0.003, sens=0.962, deg=0.00
Ep 084/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:07,  1.53s/it, loss=0.675, mat=0.003, sens=0.962, deg=0.00
Ep 084/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:07,  1.53s/it, loss=0.702, mat=0.003, sens=1.002, deg=0.00
Ep 084/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:05,  1.52s/it, loss=0.702, mat=0.003, sens=1.002, deg=0.00
Ep 084/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:05,  1.52s/it, loss=0.749, mat=0.002, sens=1.069, deg=0.00
Ep 084/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:02,  1.52s/it, loss=0.749, mat=0.002, sens=1.069, deg=0.00
Ep 084/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:00,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:00,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:58,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:58,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:56,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:56,  1.51s/it, loss=0.696, mat=0.003, sens=0.992, deg=0.00
Ep 084/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:54,  1.51s/it, loss=0.696, mat=0.003, sens=0.992, deg=0.00
Ep 084/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:54,  1.51s/it, loss=0.682, mat=0.003, sens=0.972, deg=0.00
Ep 084/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:53,  1.51s/it, loss=0.682, mat=0.003, sens=0.972, deg=0.00
Ep 084/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:53,  1.51s/it, loss=0.734, mat=0.003, sens=1.029, deg=0.00
Ep 084/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:51,  1.51s/it, loss=0.734, mat=0.003, sens=1.029, deg=0.00
Ep 084/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:51,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:50,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:50,  1.51s/it, loss=0.639, mat=0.003, sens=0.904, deg=0.00
Ep 084/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:49,  1.51s/it, loss=0.639, mat=0.003, sens=0.904, deg=0.00
Ep 084/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:47,  1.50s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:47,  1.50s/it, loss=0.674, mat=0.003, sens=0.955, deg=0.00
Ep 084/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:45,  1.50s/it, loss=0.674, mat=0.003, sens=0.955, deg=0.00
Ep 084/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:45,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:44,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:44,  1.50s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:42,  1.50s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:42,  1.50s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:40,  1.50s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:40,  1.50s/it, loss=0.600, mat=0.003, sens=0.854, deg=0.00
Ep 084/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:43,  1.53s/it, loss=0.600, mat=0.003, sens=0.854, deg=0.00
Ep 084/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:43,  1.53s/it, loss=0.626, mat=0.002, sens=0.892, deg=0.00
Ep 084/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:40,  1.52s/it, loss=0.626, mat=0.002, sens=0.892, deg=0.00
Ep 084/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:40,  1.52s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:37,  1.51s/it, loss=0.004, mat=0.006, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:37,  1.51s/it, loss=0.570, mat=0.003, sens=0.811, deg=0.00
Ep 084/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:36,  1.51s/it, loss=0.570, mat=0.003, sens=0.811, deg=0.00
Ep 084/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:32,  1.51s/it, loss=0.595, mat=0.003, sens=0.845, deg=0.00
Ep 084/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.595, mat=0.003, sens=0.845, deg=0.00
Ep 084/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:31,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:30,  1.52s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:30,  1.52s/it, loss=0.631, mat=0.002, sens=0.900, deg=0.00
Ep 084/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:29,  1.52s/it, loss=0.631, mat=0.002, sens=0.900, deg=0.00
Ep 084/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:27,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:24,  1.51s/it, loss=0.676, mat=0.004, sens=0.961, deg=0.00
Ep 084/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:22,  1.51s/it, loss=0.676, mat=0.004, sens=0.961, deg=0.00
Ep 084/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:22,  1.51s/it, loss=0.546, mat=0.003, sens=0.776, deg=0.00
Ep 084/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.51s/it, loss=0.546, mat=0.003, sens=0.776, deg=0.00
Ep 084/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:18,  1.51s/it, loss=0.562, mat=0.003, sens=0.798, deg=0.00
Ep 084/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:20,  1.53s/it, loss=0.562, mat=0.003, sens=0.798, deg=0.00
Ep 084/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:20,  1.53s/it, loss=0.545, mat=0.003, sens=0.775, deg=0.00
Ep 084/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:17,  1.52s/it, loss=0.545, mat=0.003, sens=0.775, deg=0.00
Ep 084/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:15,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:15,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:13,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:11,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:11,  1.51s/it, loss=0.592, mat=0.004, sens=0.841, deg=0.00
Ep 084/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:10,  1.51s/it, loss=0.592, mat=0.004, sens=0.841, deg=0.00
Ep 084/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:10,  1.51s/it, loss=0.507, mat=0.003, sens=0.720, deg=0.00
Ep 084/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:08,  1.51s/it, loss=0.507, mat=0.003, sens=0.720, deg=0.00
Ep 084/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:08,  1.51s/it, loss=0.649, mat=0.005, sens=0.924, deg=0.00
Ep 084/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.649, mat=0.005, sens=0.924, deg=0.00
Ep 084/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.597, mat=0.005, sens=0.847, deg=0.00
Ep 084/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:05,  1.51s/it, loss=0.597, mat=0.005, sens=0.847, deg=0.00
Ep 084/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.529, mat=0.003, sens=0.748, deg=0.00
Ep 084/100 [S4:finetune]:  54%|▌| 143/264 [03:36<03:02,  1.51s/it, loss=0.529, mat=0.003, sens=0.748, deg=0.00
Ep 084/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:00,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:00,  1.51s/it, loss=0.547, mat=0.002, sens=0.775, deg=0.00
Ep 084/100 [S4:finetune]:  55%|▌| 145/264 [03:40<03:01,  1.53s/it, loss=0.547, mat=0.002, sens=0.775, deg=0.00
Ep 084/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:01,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:59,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:59,  1.52s/it, loss=0.553, mat=0.002, sens=0.788, deg=0.00
Ep 084/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:57,  1.52s/it, loss=0.553, mat=0.002, sens=0.788, deg=0.00
Ep 084/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.572, mat=0.002, sens=0.810, deg=0.00
Ep 084/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:56,  1.52s/it, loss=0.572, mat=0.002, sens=0.810, deg=0.00
Ep 084/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.580, mat=0.003, sens=0.825, deg=0.00
Ep 084/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:55,  1.53s/it, loss=0.580, mat=0.003, sens=0.825, deg=0.00
Ep 084/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:55,  1.53s/it, loss=0.542, mat=0.003, sens=0.771, deg=0.00
Ep 084/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:53,  1.52s/it, loss=0.542, mat=0.003, sens=0.771, deg=0.00
Ep 084/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:53,  1.52s/it, loss=0.541, mat=0.003, sens=0.769, deg=0.00
Ep 084/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:51,  1.52s/it, loss=0.541, mat=0.003, sens=0.769, deg=0.00
Ep 084/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:51,  1.52s/it, loss=0.521, mat=0.003, sens=0.740, deg=0.00
Ep 084/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:49,  1.52s/it, loss=0.521, mat=0.003, sens=0.740, deg=0.00
Ep 084/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:49,  1.52s/it, loss=0.547, mat=0.004, sens=0.777, deg=0.00
Ep 084/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:47,  1.51s/it, loss=0.547, mat=0.004, sens=0.777, deg=0.00
Ep 084/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.557, mat=0.004, sens=0.793, deg=0.00
Ep 084/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:46,  1.51s/it, loss=0.557, mat=0.004, sens=0.793, deg=0.00
Ep 084/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:46,  1.51s/it, loss=0.555, mat=0.003, sens=0.790, deg=0.00
Ep 084/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:44,  1.51s/it, loss=0.555, mat=0.003, sens=0.790, deg=0.00
Ep 084/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 084/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:39,  1.51s/it, loss=0.630, mat=0.003, sens=0.897, deg=0.00
Ep 084/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:39,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.591, mat=0.004, sens=0.841, deg=0.00
Ep 084/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:36,  1.51s/it, loss=0.591, mat=0.004, sens=0.841, deg=0.00
Ep 084/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:36,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:33,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:31,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:31,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:32,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:30,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.51s/it, loss=0.600, mat=0.004, sens=0.854, deg=0.00
Ep 084/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:26,  1.51s/it, loss=0.600, mat=0.004, sens=0.854, deg=0.00
Ep 084/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.579, mat=0.004, sens=0.823, deg=0.00
Ep 084/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:24,  1.51s/it, loss=0.579, mat=0.004, sens=0.823, deg=0.00
Ep 084/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:24,  1.51s/it, loss=0.545, mat=0.002, sens=0.775, deg=0.00
Ep 084/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:23,  1.51s/it, loss=0.545, mat=0.002, sens=0.775, deg=0.00
Ep 084/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:21,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:21,  1.51s/it, loss=0.591, mat=0.004, sens=0.840, deg=0.00
Ep 084/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:19,  1.51s/it, loss=0.591, mat=0.004, sens=0.840, deg=0.00
Ep 084/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:19,  1.51s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 084/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:18,  1.51s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 084/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:18,  1.51s/it, loss=0.614, mat=0.003, sens=0.875, deg=0.00
Ep 084/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:17,  1.52s/it, loss=0.614, mat=0.003, sens=0.875, deg=0.00
Ep 084/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:16,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:16,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.00
Ep 084/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:13,  1.51s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.00
Ep 084/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:13,  1.51s/it, loss=0.571, mat=0.002, sens=0.814, deg=0.00
Ep 084/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:11,  1.51s/it, loss=0.571, mat=0.002, sens=0.814, deg=0.00
Ep 084/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.00
Ep 084/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:11,  1.53s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.00
Ep 084/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:09,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.548, mat=0.002, sens=0.781, deg=0.00
Ep 084/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.548, mat=0.002, sens=0.781, deg=0.00
Ep 084/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.554, mat=0.003, sens=0.786, deg=0.00
Ep 084/100 [S4:finetune]:  69%|▋| 182/264 [04:35<02:04,  1.51s/it, loss=0.554, mat=0.003, sens=0.786, deg=0.00
Ep 084/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:02,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:02,  1.51s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.00
Ep 084/100 [S4:finetune]:  70%|▋| 184/264 [04:38<02:00,  1.51s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.00
Ep 084/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:00,  1.51s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.00
Ep 084/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.00
Ep 084/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.586, mat=0.002, sens=0.835, deg=0.00
Ep 084/100 [S4:finetune]:  70%|▋| 186/264 [04:41<01:57,  1.51s/it, loss=0.586, mat=0.002, sens=0.835, deg=0.00
Ep 084/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.00
Ep 084/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:55,  1.51s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.00
Ep 084/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  71%|▋| 188/264 [04:44<01:54,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:52,  1.51s/it, loss=0.638, mat=0.003, sens=0.908, deg=0.00
Ep 084/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:53,  1.53s/it, loss=0.638, mat=0.003, sens=0.908, deg=0.00
Ep 084/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:53,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:51,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.52s/it, loss=0.554, mat=0.003, sens=0.789, deg=0.00
Ep 084/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:49,  1.52s/it, loss=0.554, mat=0.003, sens=0.789, deg=0.00
Ep 084/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=0.628, mat=0.004, sens=0.895, deg=0.00
Ep 084/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.51s/it, loss=0.628, mat=0.004, sens=0.895, deg=0.00
Ep 084/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.51s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.00
Ep 084/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.00
Ep 084/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.560, mat=0.004, sens=0.797, deg=0.00
Ep 084/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:43,  1.51s/it, loss=0.560, mat=0.004, sens=0.797, deg=0.00
Ep 084/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:43,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:42,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:42,  1.50s/it, loss=0.548, mat=0.004, sens=0.782, deg=0.00
Ep 084/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:41,  1.51s/it, loss=0.548, mat=0.004, sens=0.782, deg=0.00
Ep 084/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:38,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:34,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.648, mat=0.004, sens=0.923, deg=0.00
Ep 084/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:31,  1.50s/it, loss=0.648, mat=0.004, sens=0.923, deg=0.00
Ep 084/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:31,  1.50s/it, loss=0.518, mat=0.005, sens=0.736, deg=0.00
Ep 084/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=0.518, mat=0.005, sens=0.736, deg=0.00
Ep 084/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:28,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:28,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:27,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.50s/it, loss=0.565, mat=0.002, sens=0.804, deg=0.00
Ep 084/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:26,  1.51s/it, loss=0.565, mat=0.002, sens=0.804, deg=0.00
Ep 084/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:25,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:25,  1.53s/it, loss=0.568, mat=0.005, sens=0.808, deg=0.00
Ep 084/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:23,  1.52s/it, loss=0.568, mat=0.005, sens=0.808, deg=0.00
Ep 084/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=0.514, mat=0.002, sens=0.732, deg=0.00
Ep 084/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:21,  1.52s/it, loss=0.514, mat=0.002, sens=0.732, deg=0.00
Ep 084/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.51s/it, loss=0.611, mat=0.003, sens=0.872, deg=0.00
Ep 084/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.51s/it, loss=0.611, mat=0.003, sens=0.872, deg=0.00
Ep 084/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.580, mat=0.002, sens=0.826, deg=0.00
Ep 084/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:16,  1.51s/it, loss=0.580, mat=0.002, sens=0.826, deg=0.00
Ep 084/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:13,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.627, mat=0.003, sens=0.893, deg=0.00
Ep 084/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:10,  1.51s/it, loss=0.627, mat=0.003, sens=0.893, deg=0.00
Ep 084/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:10,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 084/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 084/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:03,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:03,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:01,  1.53s/it, loss=0.758, mat=0.004, sens=1.080, deg=0.00
Ep 084/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:59,  1.52s/it, loss=0.758, mat=0.004, sens=1.080, deg=0.00
Ep 084/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:52,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=0.674, mat=0.003, sens=0.961, deg=0.00
Ep 084/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=0.674, mat=0.003, sens=0.961, deg=0.00
Ep 084/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.51s/it, loss=0.615, mat=0.004, sens=0.877, deg=0.00
Ep 084/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:49,  1.51s/it, loss=0.615, mat=0.004, sens=0.877, deg=0.00
Ep 084/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.749, mat=0.004, sens=1.069, deg=0.00
Ep 084/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.50s/it, loss=0.749, mat=0.004, sens=1.069, deg=0.00
Ep 084/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.50s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.00
Ep 084/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.50s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.00
Ep 084/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:44,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:44,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:42,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:40,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.51s/it, loss=0.630, mat=0.003, sens=0.895, deg=0.00
Ep 084/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.51s/it, loss=0.630, mat=0.003, sens=0.895, deg=0.00
Ep 084/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.623, mat=0.002, sens=0.888, deg=0.00
Ep 084/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.51s/it, loss=0.623, mat=0.002, sens=0.888, deg=0.00
Ep 084/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.51s/it, loss=0.631, mat=0.003, sens=0.899, deg=0.00
Ep 084/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:34,  1.51s/it, loss=0.631, mat=0.003, sens=0.899, deg=0.00
Ep 084/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.626, mat=0.003, sens=0.893, deg=0.00
Ep 084/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.626, mat=0.003, sens=0.893, deg=0.00
Ep 084/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.00
Ep 084/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.00
Ep 084/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.52s/it, loss=0.612, mat=0.002, sens=0.872, deg=0.00
Ep 084/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.52s/it, loss=0.612, mat=0.002, sens=0.872, deg=0.00
Ep 084/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.576, mat=0.004, sens=0.818, deg=0.00
Ep 084/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.576, mat=0.004, sens=0.818, deg=0.00
Ep 084/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.589, mat=0.004, sens=0.839, deg=0.00
Ep 084/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.51s/it, loss=0.589, mat=0.004, sens=0.839, deg=0.00
Ep 084/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.619, mat=0.002, sens=0.882, deg=0.00
Ep 084/100 [S4:finetune]:  95%|▉| 251/264 [06:20<00:19,  1.51s/it, loss=0.619, mat=0.002, sens=0.882, deg=0.00
Ep 084/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.542, mat=0.003, sens=0.772, deg=0.00
Ep 084/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.51s/it, loss=0.542, mat=0.003, sens=0.772, deg=0.00
Ep 084/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.602, mat=0.004, sens=0.858, deg=0.00
Ep 084/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.602, mat=0.004, sens=0.858, deg=0.00
Ep 084/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.602, mat=0.003, sens=0.857, deg=0.00
Ep 084/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.602, mat=0.003, sens=0.857, deg=0.00
Ep 084/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 084/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
                                                                                                              
Epoch 084/100 [S4:finetune]  loss=0.3577  mat=0.0032  sens=0.5080  deg=0.0003  orth=0.0011  α=0.3 β=0.7 γ=0.2  400s

Ep 085/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 085/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 085/100 [S4:finetune]:   0%| | 1/264 [00:02<09:23,  2.14s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 085/100 [S4:finetune]:   0%| | 1/264 [00:03<09:23,  2.14s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.000]
Ep 085/100 [S4:finetune]:   1%| | 2/264 [00:03<07:41,  1.76s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.000]
Ep 085/100 [S4:finetune]:   1%| | 2/264 [00:05<07:41,  1.76s/it, loss=0.597, mat=0.004, sens=0.851, deg=0.000]
Ep 085/100 [S4:finetune]:   1%| | 3/264 [00:05<07:09,  1.64s/it, loss=0.597, mat=0.004, sens=0.851, deg=0.000]
Ep 085/100 [S4:finetune]:   1%| | 3/264 [00:06<07:09,  1.64s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 085/100 [S4:finetune]:   2%| | 4/264 [00:06<07:04,  1.63s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 085/100 [S4:finetune]:   2%| | 4/264 [00:08<07:04,  1.63s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 085/100 [S4:finetune]:   2%| | 5/264 [00:08<06:50,  1.58s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 085/100 [S4:finetune]:   2%| | 5/264 [00:09<06:50,  1.58s/it, loss=0.567, mat=0.002, sens=0.808, deg=0.000]
Ep 085/100 [S4:finetune]:   2%| | 6/264 [00:09<06:45,  1.57s/it, loss=0.567, mat=0.002, sens=0.808, deg=0.000]
Ep 085/100 [S4:finetune]:   2%| | 6/264 [00:11<06:45,  1.57s/it, loss=0.608, mat=0.002, sens=0.866, deg=0.000]
Ep 085/100 [S4:finetune]:   3%| | 7/264 [00:11<06:38,  1.55s/it, loss=0.608, mat=0.002, sens=0.866, deg=0.000]
Ep 085/100 [S4:finetune]:   3%| | 7/264 [00:12<06:38,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 085/100 [S4:finetune]:   3%| | 8/264 [00:12<06:33,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 085/100 [S4:finetune]:   3%| | 8/264 [00:14<06:33,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 085/100 [S4:finetune]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 085/100 [S4:finetune]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.644, mat=0.003, sens=0.919, deg=0.000]
Ep 085/100 [S4:finetune]:   4%| | 10/264 [00:15<06:26,  1.52s/it, loss=0.644, mat=0.003, sens=0.919, deg=0.000
Ep 085/100 [S4:finetune]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=0.593, mat=0.004, sens=0.846, deg=0.000
Ep 085/100 [S4:finetune]:   4%| | 11/264 [00:17<06:23,  1.52s/it, loss=0.593, mat=0.004, sens=0.846, deg=0.000
Ep 085/100 [S4:finetune]:   4%| | 11/264 [00:18<06:23,  1.52s/it, loss=0.653, mat=0.004, sens=0.930, deg=0.000
Ep 085/100 [S4:finetune]:   5%| | 12/264 [00:18<06:21,  1.51s/it, loss=0.653, mat=0.004, sens=0.930, deg=0.000
Ep 085/100 [S4:finetune]:   5%| | 12/264 [00:20<06:21,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   5%| | 13/264 [00:20<06:19,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   5%| | 13/264 [00:21<06:19,  1.51s/it, loss=0.742, mat=0.003, sens=1.058, deg=0.000
Ep 085/100 [S4:finetune]:   5%| | 14/264 [00:21<06:16,  1.51s/it, loss=0.742, mat=0.003, sens=1.058, deg=0.000
Ep 085/100 [S4:finetune]:   5%| | 14/264 [00:23<06:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   6%| | 15/264 [00:23<06:14,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   6%| | 15/264 [00:24<06:14,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   6%| | 16/264 [00:24<06:18,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   6%| | 16/264 [00:26<06:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   6%| | 17/264 [00:26<06:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   6%| | 17/264 [00:27<06:15,  1.52s/it, loss=0.693, mat=0.004, sens=0.987, deg=0.000
Ep 085/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.693, mat=0.004, sens=0.987, deg=0.000
Ep 085/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   7%| | 19/264 [00:30<06:10,  1.51s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.000
Ep 085/100 [S4:finetune]:   8%| | 20/264 [00:30<06:08,  1.51s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.000
Ep 085/100 [S4:finetune]:   8%| | 20/264 [00:32<06:08,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   8%| | 21/264 [00:32<06:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   8%| | 21/264 [00:33<06:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   8%| | 22/264 [00:33<06:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   8%| | 22/264 [00:35<06:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   9%| | 23/264 [00:35<06:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   9%| | 23/264 [00:36<06:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   9%| | 24/264 [00:36<06:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:   9%| | 24/264 [00:38<06:01,  1.51s/it, loss=0.728, mat=0.002, sens=1.038, deg=0.000
Ep 085/100 [S4:finetune]:   9%| | 25/264 [00:38<05:59,  1.51s/it, loss=0.728, mat=0.002, sens=1.038, deg=0.000
Ep 085/100 [S4:finetune]:   9%| | 25/264 [00:39<05:59,  1.51s/it, loss=0.565, mat=0.002, sens=0.806, deg=0.000
Ep 085/100 [S4:finetune]:  10%| | 26/264 [00:39<05:58,  1.50s/it, loss=0.565, mat=0.002, sens=0.806, deg=0.000
Ep 085/100 [S4:finetune]:  10%| | 26/264 [00:41<05:58,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  10%| | 27/264 [00:41<05:56,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  10%| | 27/264 [00:42<05:56,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  11%| | 28/264 [00:42<05:54,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  11%| | 28/264 [00:44<05:54,  1.50s/it, loss=0.626, mat=0.002, sens=0.893, deg=0.000
Ep 085/100 [S4:finetune]:  11%| | 29/264 [00:44<05:53,  1.50s/it, loss=0.626, mat=0.002, sens=0.893, deg=0.000
Ep 085/100 [S4:finetune]:  11%| | 29/264 [00:46<05:53,  1.50s/it, loss=0.660, mat=0.004, sens=0.940, deg=0.000
Ep 085/100 [S4:finetune]:  11%| | 30/264 [00:46<05:54,  1.51s/it, loss=0.660, mat=0.004, sens=0.940, deg=0.000
Ep 085/100 [S4:finetune]:  11%| | 30/264 [00:47<05:54,  1.51s/it, loss=0.676, mat=0.003, sens=0.962, deg=0.000
Ep 085/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.676, mat=0.003, sens=0.962, deg=0.000
Ep 085/100 [S4:finetune]:  12%| | 31/264 [00:49<05:52,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  12%| | 32/264 [00:49<05:50,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  12%| | 32/264 [00:50<05:50,  1.51s/it, loss=0.696, mat=0.002, sens=0.993, deg=0.000
Ep 085/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.696, mat=0.002, sens=0.993, deg=0.000
Ep 085/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:48,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:46,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:49,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:49,  1.53s/it, loss=0.689, mat=0.003, sens=0.981, deg=0.000
Ep 085/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:46,  1.52s/it, loss=0.689, mat=0.003, sens=0.981, deg=0.000
Ep 085/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:46,  1.52s/it, loss=0.738, mat=0.003, sens=1.049, deg=0.000
Ep 085/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=0.738, mat=0.003, sens=1.049, deg=0.000
Ep 085/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:41,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:39,  1.51s/it, loss=0.735, mat=0.004, sens=1.048, deg=0.000
Ep 085/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:38,  1.51s/it, loss=0.735, mat=0.004, sens=1.048, deg=0.000
Ep 085/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:38,  1.51s/it, loss=0.685, mat=0.003, sens=0.977, deg=0.000
Ep 085/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.685, mat=0.003, sens=0.977, deg=0.000
Ep 085/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.678, mat=0.003, sens=0.964, deg=0.000
Ep 085/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.678, mat=0.003, sens=0.964, deg=0.000
Ep 085/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.640, mat=0.003, sens=0.911, deg=0.000
Ep 085/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:32,  1.51s/it, loss=0.640, mat=0.003, sens=0.911, deg=0.000
Ep 085/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:31,  1.51s/it, loss=0.664, mat=0.003, sens=0.947, deg=0.000
Ep 085/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:30,  1.51s/it, loss=0.664, mat=0.003, sens=0.947, deg=0.000
Ep 085/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:30,  1.51s/it, loss=0.631, mat=0.003, sens=0.900, deg=0.000
Ep 085/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:28,  1.51s/it, loss=0.631, mat=0.003, sens=0.900, deg=0.000
Ep 085/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:26,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:26,  1.50s/it, loss=0.646, mat=0.004, sens=0.921, deg=0.000
Ep 085/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:24,  1.50s/it, loss=0.646, mat=0.004, sens=0.921, deg=0.000
Ep 085/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:24,  1.50s/it, loss=0.611, mat=0.003, sens=0.870, deg=0.000
Ep 085/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:27,  1.53s/it, loss=0.611, mat=0.003, sens=0.870, deg=0.000
Ep 085/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:27,  1.53s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.000
Ep 085/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:24,  1.52s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.000
Ep 085/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:24,  1.52s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.000
Ep 085/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:21,  1.51s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.000
Ep 085/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:21,  1.51s/it, loss=0.639, mat=0.004, sens=0.907, deg=0.000
Ep 085/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=0.639, mat=0.004, sens=0.907, deg=0.000
Ep 085/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:17,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:17,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:16,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:18,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:13,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:11,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:09,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:09,  1.51s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.000
Ep 085/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:07,  1.51s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.000
Ep 085/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:07,  1.51s/it, loss=0.585, mat=0.003, sens=0.833, deg=0.000
Ep 085/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:10,  1.53s/it, loss=0.585, mat=0.003, sens=0.833, deg=0.000
Ep 085/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:10,  1.53s/it, loss=0.647, mat=0.004, sens=0.922, deg=0.000
Ep 085/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:08,  1.53s/it, loss=0.647, mat=0.004, sens=0.922, deg=0.000
Ep 085/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:08,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:05,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:05,  1.52s/it, loss=0.549, mat=0.003, sens=0.783, deg=0.000
Ep 085/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:03,  1.52s/it, loss=0.549, mat=0.003, sens=0.783, deg=0.000
Ep 085/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:03,  1.52s/it, loss=0.600, mat=0.003, sens=0.849, deg=0.000
Ep 085/100 [S4:finetune]:  25%|▏| 65/264 [01:38<05:01,  1.51s/it, loss=0.600, mat=0.003, sens=0.849, deg=0.000
Ep 085/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.51s/it, loss=0.645, mat=0.005, sens=0.918, deg=0.000
Ep 085/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.645, mat=0.005, sens=0.918, deg=0.000
Ep 085/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:58,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.620, mat=0.004, sens=0.884, deg=0.000
Ep 085/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:55,  1.51s/it, loss=0.620, mat=0.004, sens=0.884, deg=0.000
Ep 085/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.616, mat=0.004, sens=0.876, deg=0.000
Ep 085/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.616, mat=0.004, sens=0.876, deg=0.000
Ep 085/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:52,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:50,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:50,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:49,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:49,  1.51s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.000
Ep 085/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:47,  1.51s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.000
Ep 085/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:47,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:45,  1.51s/it, loss=0.567, mat=0.003, sens=0.808, deg=0.000
Ep 085/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:44,  1.51s/it, loss=0.567, mat=0.003, sens=0.808, deg=0.000
Ep 085/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:44,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.000
Ep 085/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:43,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.000
Ep 085/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:43,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:41,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:41,  1.51s/it, loss=0.591, mat=0.002, sens=0.843, deg=0.000
Ep 085/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=0.591, mat=0.002, sens=0.843, deg=0.000
Ep 085/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:46,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:46,  1.55s/it, loss=0.670, mat=0.003, sens=0.953, deg=0.000
Ep 085/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:43,  1.54s/it, loss=0.670, mat=0.003, sens=0.953, deg=0.000
Ep 085/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:43,  1.54s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.000
Ep 085/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:39,  1.53s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.000
Ep 085/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:39,  1.53s/it, loss=0.600, mat=0.003, sens=0.853, deg=0.000
Ep 085/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:37,  1.52s/it, loss=0.600, mat=0.003, sens=0.853, deg=0.000
Ep 085/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:37,  1.52s/it, loss=0.652, mat=0.003, sens=0.929, deg=0.000
Ep 085/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.652, mat=0.003, sens=0.929, deg=0.000
Ep 085/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:35,  1.52s/it, loss=0.692, mat=0.003, sens=0.987, deg=0.000
Ep 085/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:32,  1.52s/it, loss=0.692, mat=0.003, sens=0.987, deg=0.000
Ep 085/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=0.634, mat=0.004, sens=0.903, deg=0.000
Ep 085/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.634, mat=0.004, sens=0.903, deg=0.000
Ep 085/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.51s/it, loss=0.679, mat=0.003, sens=0.967, deg=0.000
Ep 085/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:25,  1.51s/it, loss=0.679, mat=0.003, sens=0.967, deg=0.000
Ep 085/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:25,  1.51s/it, loss=0.724, mat=0.004, sens=1.031, deg=0.000
Ep 085/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:23,  1.51s/it, loss=0.724, mat=0.004, sens=1.031, deg=0.000
Ep 085/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:21,  1.51s/it, loss=0.695, mat=0.003, sens=0.991, deg=0.000
Ep 085/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:20,  1.50s/it, loss=0.695, mat=0.003, sens=0.991, deg=0.000
Ep 085/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:20,  1.50s/it, loss=0.688, mat=0.003, sens=0.981, deg=0.000
Ep 085/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:18,  1.50s/it, loss=0.688, mat=0.003, sens=0.981, deg=0.000
Ep 085/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:18,  1.50s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.000
Ep 085/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:17,  1.50s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.000
Ep 085/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:17,  1.50s/it, loss=0.901, mat=0.003, sens=1.285, deg=0.000
Ep 085/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:19,  1.53s/it, loss=0.901, mat=0.003, sens=1.285, deg=0.000
Ep 085/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:19,  1.53s/it, loss=0.658, mat=0.006, sens=0.936, deg=0.001
Ep 085/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:16,  1.52s/it, loss=0.658, mat=0.006, sens=0.936, deg=0.001
Ep 085/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:16,  1.52s/it, loss=0.444, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:14,  1.51s/it, loss=0.444, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:14,  1.51s/it, loss=0.481, mat=0.003, sens=0.670, deg=0.000
Ep 085/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.481, mat=0.003, sens=0.670, deg=0.000
Ep 085/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:12,  1.51s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:10,  1.51s/it, loss=0.019, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:10,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:09,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.000
Ep 085/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:09,  1.51s/it, loss=0.634, mat=0.003, sens=0.896, deg=0.000
Ep 085/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:07,  1.51s/it, loss=0.634, mat=0.003, sens=0.896, deg=0.00
Ep 085/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:07,  1.51s/it, loss=0.727, mat=0.003, sens=1.035, deg=0.00
Ep 085/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:05,  1.51s/it, loss=0.727, mat=0.003, sens=1.035, deg=0.00
Ep 085/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:05,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:04,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:04,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:02,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:02,  1.52s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:00,  1.51s/it, loss=0.007, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:00,  1.51s/it, loss=0.654, mat=0.003, sens=0.928, deg=0.00
Ep 085/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:02,  1.54s/it, loss=0.654, mat=0.003, sens=0.928, deg=0.00
Ep 085/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:02,  1.54s/it, loss=0.627, mat=0.003, sens=0.879, deg=0.00
Ep 085/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:59,  1.53s/it, loss=0.627, mat=0.003, sens=0.879, deg=0.00
Ep 085/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:59,  1.53s/it, loss=0.642, mat=0.003, sens=0.909, deg=0.00
Ep 085/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:57,  1.52s/it, loss=0.642, mat=0.003, sens=0.909, deg=0.00
Ep 085/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.663, mat=0.004, sens=0.943, deg=0.00
Ep 085/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:54,  1.51s/it, loss=0.663, mat=0.004, sens=0.943, deg=0.00
Ep 085/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:54,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:52,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:52,  1.51s/it, loss=0.701, mat=0.004, sens=0.995, deg=0.00
Ep 085/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:51,  1.51s/it, loss=0.701, mat=0.004, sens=0.995, deg=0.00
Ep 085/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.693, mat=0.003, sens=0.987, deg=0.00
Ep 085/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:48,  1.51s/it, loss=0.693, mat=0.003, sens=0.987, deg=0.00
Ep 085/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.00
Ep 085/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.00
Ep 085/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:44,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:44,  1.51s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.00
Ep 085/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:42,  1.51s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.00
Ep 085/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:42,  1.51s/it, loss=0.496, mat=0.003, sens=0.706, deg=0.00
Ep 085/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:42,  1.51s/it, loss=0.496, mat=0.003, sens=0.706, deg=0.00
Ep 085/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:42,  1.51s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 085/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 085/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.546, mat=0.002, sens=0.776, deg=0.00
Ep 085/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:38,  1.51s/it, loss=0.546, mat=0.002, sens=0.776, deg=0.00
Ep 085/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:38,  1.51s/it, loss=0.567, mat=0.004, sens=0.806, deg=0.00
Ep 085/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:37,  1.51s/it, loss=0.567, mat=0.004, sens=0.806, deg=0.00
Ep 085/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:37,  1.51s/it, loss=0.564, mat=0.003, sens=0.802, deg=0.00
Ep 085/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:35,  1.51s/it, loss=0.564, mat=0.003, sens=0.802, deg=0.00
Ep 085/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:35,  1.51s/it, loss=0.022, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:33,  1.51s/it, loss=0.022, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:32,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:32,  1.51s/it, loss=0.581, mat=0.003, sens=0.825, deg=0.00
Ep 085/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.581, mat=0.003, sens=0.825, deg=0.00
Ep 085/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:31,  1.51s/it, loss=0.557, mat=0.004, sens=0.789, deg=0.01
Ep 085/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:32,  1.53s/it, loss=0.557, mat=0.004, sens=0.789, deg=0.01
Ep 085/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:32,  1.53s/it, loss=1.133, mat=0.003, sens=0.714, deg=0.00
Ep 085/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:29,  1.52s/it, loss=1.133, mat=0.003, sens=0.714, deg=0.00
Ep 085/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:27,  1.52s/it, loss=0.508, mat=0.003, sens=0.721, deg=0.00
Ep 085/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:27,  1.53s/it, loss=0.508, mat=0.003, sens=0.721, deg=0.00
Ep 085/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.53s/it, loss=0.530, mat=0.002, sens=0.752, deg=0.00
Ep 085/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:25,  1.52s/it, loss=0.530, mat=0.002, sens=0.752, deg=0.00
Ep 085/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:25,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:22,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:22,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.51s/it, loss=0.533, mat=0.005, sens=0.753, deg=0.01
Ep 085/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:19,  1.51s/it, loss=0.533, mat=0.005, sens=0.753, deg=0.01
Ep 085/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:19,  1.51s/it, loss=0.498, mat=0.004, sens=0.704, deg=0.00
Ep 085/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:17,  1.51s/it, loss=0.498, mat=0.004, sens=0.704, deg=0.00
Ep 085/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:17,  1.51s/it, loss=0.533, mat=0.004, sens=0.755, deg=0.00
Ep 085/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:16,  1.51s/it, loss=0.533, mat=0.004, sens=0.755, deg=0.00
Ep 085/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:14,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:14,  1.51s/it, loss=0.521, mat=0.003, sens=0.740, deg=0.00
Ep 085/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:13,  1.51s/it, loss=0.521, mat=0.003, sens=0.740, deg=0.00
Ep 085/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:11,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:09,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:09,  1.51s/it, loss=0.524, mat=0.004, sens=0.747, deg=0.00
Ep 085/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:11,  1.53s/it, loss=0.524, mat=0.004, sens=0.747, deg=0.00
Ep 085/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:11,  1.53s/it, loss=0.527, mat=0.002, sens=0.749, deg=0.00
Ep 085/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:08,  1.52s/it, loss=0.527, mat=0.002, sens=0.749, deg=0.00
Ep 085/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:08,  1.52s/it, loss=0.493, mat=0.003, sens=0.702, deg=0.00
Ep 085/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:06,  1.52s/it, loss=0.493, mat=0.003, sens=0.702, deg=0.00
Ep 085/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:06,  1.52s/it, loss=0.512, mat=0.004, sens=0.728, deg=0.00
Ep 085/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:04,  1.51s/it, loss=0.512, mat=0.004, sens=0.728, deg=0.00
Ep 085/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  54%|▌| 143/264 [03:36<03:02,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:00,  1.51s/it, loss=0.473, mat=0.004, sens=0.665, deg=0.00
Ep 085/100 [S4:finetune]:  55%|▌| 145/264 [03:39<02:59,  1.51s/it, loss=0.473, mat=0.004, sens=0.665, deg=0.00
Ep 085/100 [S4:finetune]:  55%|▌| 145/264 [03:41<02:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  56%|▌| 147/264 [03:42<02:55,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:55,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:54,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:54,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  56%|▌| 149/264 [03:45<02:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:51,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:51,  1.51s/it, loss=0.502, mat=0.003, sens=0.713, deg=0.00
Ep 085/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:52,  1.53s/it, loss=0.502, mat=0.003, sens=0.713, deg=0.00
Ep 085/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:52,  1.53s/it, loss=0.511, mat=0.003, sens=0.728, deg=0.00
Ep 085/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:51,  1.53s/it, loss=0.511, mat=0.003, sens=0.728, deg=0.00
Ep 085/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:51,  1.53s/it, loss=0.512, mat=0.003, sens=0.728, deg=0.00
Ep 085/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:49,  1.53s/it, loss=0.512, mat=0.003, sens=0.728, deg=0.00
Ep 085/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:49,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:39,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:39,  1.51s/it, loss=0.484, mat=0.004, sens=0.689, deg=0.00
Ep 085/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.484, mat=0.004, sens=0.689, deg=0.00
Ep 085/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.493, mat=0.004, sens=0.702, deg=0.00
Ep 085/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:36,  1.51s/it, loss=0.493, mat=0.004, sens=0.702, deg=0.00
Ep 085/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:34,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:34,  1.50s/it, loss=0.527, mat=0.003, sens=0.750, deg=0.00
Ep 085/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:33,  1.50s/it, loss=0.527, mat=0.003, sens=0.750, deg=0.00
Ep 085/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:33,  1.50s/it, loss=0.486, mat=0.002, sens=0.693, deg=0.00
Ep 085/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:31,  1.50s/it, loss=0.486, mat=0.002, sens=0.693, deg=0.00
Ep 085/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:31,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:30,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:30,  1.50s/it, loss=0.519, mat=0.003, sens=0.739, deg=0.00
Ep 085/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.519, mat=0.003, sens=0.739, deg=0.00
Ep 085/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:27,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:25,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:25,  1.50s/it, loss=0.532, mat=0.002, sens=0.754, deg=0.00
Ep 085/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:24,  1.50s/it, loss=0.532, mat=0.002, sens=0.754, deg=0.00
Ep 085/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:24,  1.50s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.00
Ep 085/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:25,  1.53s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.00
Ep 085/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:25,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:22,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.570, mat=0.003, sens=0.813, deg=0.00
Ep 085/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:20,  1.51s/it, loss=0.570, mat=0.003, sens=0.813, deg=0.00
Ep 085/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:18,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:17,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=0.518, mat=0.003, sens=0.738, deg=0.00
Ep 085/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:15,  1.51s/it, loss=0.518, mat=0.003, sens=0.738, deg=0.00
Ep 085/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:15,  1.51s/it, loss=0.664, mat=0.005, sens=0.946, deg=0.00
Ep 085/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:13,  1.51s/it, loss=0.664, mat=0.005, sens=0.946, deg=0.00
Ep 085/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:08,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.672, mat=0.004, sens=0.958, deg=0.00
Ep 085/100 [S4:finetune]:  69%|▋| 182/264 [04:35<02:03,  1.51s/it, loss=0.672, mat=0.004, sens=0.958, deg=0.00
Ep 085/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:03,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:01,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  70%|▋| 184/264 [04:38<02:02,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:02,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.52s/it, loss=0.726, mat=0.003, sens=1.035, deg=0.00
Ep 085/100 [S4:finetune]:  70%|▋| 186/264 [04:41<01:57,  1.51s/it, loss=0.726, mat=0.003, sens=1.035, deg=0.00
Ep 085/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.614, mat=0.004, sens=0.875, deg=0.00
Ep 085/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.614, mat=0.004, sens=0.875, deg=0.00
Ep 085/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.841, mat=0.002, sens=1.199, deg=0.00
Ep 085/100 [S4:finetune]:  71%|▋| 188/264 [04:44<01:54,  1.51s/it, loss=0.841, mat=0.002, sens=1.199, deg=0.00
Ep 085/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  72%|▋| 190/264 [04:47<01:51,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.689, mat=0.004, sens=0.982, deg=0.00
Ep 085/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:49,  1.51s/it, loss=0.689, mat=0.004, sens=0.982, deg=0.00
Ep 085/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:49,  1.51s/it, loss=0.595, mat=0.003, sens=0.847, deg=0.00
Ep 085/100 [S4:finetune]:  73%|▋| 192/264 [04:50<01:48,  1.50s/it, loss=0.595, mat=0.003, sens=0.847, deg=0.00
Ep 085/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:48,  1.50s/it, loss=0.574, mat=0.002, sens=0.818, deg=0.00
Ep 085/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:46,  1.50s/it, loss=0.574, mat=0.002, sens=0.818, deg=0.00
Ep 085/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:46,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  73%|▋| 194/264 [04:53<01:45,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:43,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:43,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:43,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:43,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.001, mat=0.005, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:38,  1.51s/it, loss=0.001, mat=0.005, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.51s/it, loss=0.556, mat=0.002, sens=0.793, deg=0.00
Ep 085/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=0.556, mat=0.002, sens=0.793, deg=0.00
Ep 085/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.622, mat=0.003, sens=0.884, deg=0.00
Ep 085/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:35,  1.52s/it, loss=0.622, mat=0.003, sens=0.884, deg=0.00
Ep 085/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:34,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:32,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.51s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.670, mat=0.003, sens=0.956, deg=0.00
Ep 085/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:28,  1.51s/it, loss=0.670, mat=0.003, sens=0.956, deg=0.00
Ep 085/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:28,  1.51s/it, loss=0.682, mat=0.003, sens=0.972, deg=0.00
Ep 085/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:27,  1.51s/it, loss=0.682, mat=0.003, sens=0.972, deg=0.00
Ep 085/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:25,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:25,  1.50s/it, loss=0.523, mat=0.003, sens=0.745, deg=0.00
Ep 085/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:24,  1.50s/it, loss=0.523, mat=0.003, sens=0.745, deg=0.00
Ep 085/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.50s/it, loss=0.625, mat=0.002, sens=0.890, deg=0.00
Ep 085/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:22,  1.50s/it, loss=0.625, mat=0.002, sens=0.890, deg=0.00
Ep 085/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:22,  1.50s/it, loss=0.586, mat=0.003, sens=0.834, deg=0.00
Ep 085/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:21,  1.50s/it, loss=0.586, mat=0.003, sens=0.834, deg=0.00
Ep 085/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:19,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:19,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:16,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:16,  1.50s/it, loss=0.661, mat=0.004, sens=0.942, deg=0.00
Ep 085/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:15,  1.50s/it, loss=0.661, mat=0.004, sens=0.942, deg=0.00
Ep 085/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:14,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.53s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.00
Ep 085/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.52s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.00
Ep 085/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.52s/it, loss=0.799, mat=0.003, sens=1.139, deg=0.00
Ep 085/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:11,  1.51s/it, loss=0.799, mat=0.003, sens=1.139, deg=0.00
Ep 085/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.51s/it, loss=0.817, mat=0.003, sens=1.165, deg=0.00
Ep 085/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=0.817, mat=0.003, sens=1.165, deg=0.00
Ep 085/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.790, mat=0.004, sens=1.127, deg=0.00
Ep 085/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:07,  1.51s/it, loss=0.790, mat=0.004, sens=1.127, deg=0.00
Ep 085/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.00
Ep 085/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.00
Ep 085/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:04,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.50s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.50s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.50s/it, loss=0.622, mat=0.002, sens=0.887, deg=0.00
Ep 085/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:01,  1.50s/it, loss=0.622, mat=0.002, sens=0.887, deg=0.00
Ep 085/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:01,  1.50s/it, loss=0.592, mat=0.002, sens=0.844, deg=0.00
Ep 085/100 [S4:finetune]:  85%|▊| 224/264 [05:39<00:59,  1.50s/it, loss=0.592, mat=0.002, sens=0.844, deg=0.00
Ep 085/100 [S4:finetune]:  85%|▊| 224/264 [05:40<00:59,  1.50s/it, loss=0.564, mat=0.003, sens=0.804, deg=0.00
Ep 085/100 [S4:finetune]:  85%|▊| 225/264 [05:40<00:58,  1.51s/it, loss=0.564, mat=0.003, sens=0.804, deg=0.00
Ep 085/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:58,  1.51s/it, loss=0.706, mat=0.003, sens=1.007, deg=0.00
Ep 085/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.51s/it, loss=0.706, mat=0.003, sens=1.007, deg=0.00
Ep 085/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 085/100 [S4:finetune]:  86%|▊| 227/264 [05:43<00:55,  1.51s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 085/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.690, mat=0.003, sens=0.984, deg=0.00
Ep 085/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.51s/it, loss=0.690, mat=0.003, sens=0.984, deg=0.00
Ep 085/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.51s/it, loss=0.609, mat=0.003, sens=0.869, deg=0.00
Ep 085/100 [S4:finetune]:  87%|▊| 229/264 [05:46<00:53,  1.53s/it, loss=0.609, mat=0.003, sens=0.869, deg=0.00
Ep 085/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.52s/it, loss=0.616, mat=0.003, sens=0.878, deg=0.00
Ep 085/100 [S4:finetune]:  88%|▉| 231/264 [05:49<00:49,  1.51s/it, loss=0.616, mat=0.003, sens=0.878, deg=0.00
Ep 085/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.680, mat=0.003, sens=0.969, deg=0.00
Ep 085/100 [S4:finetune]:  88%|▉| 233/264 [05:52<00:46,  1.51s/it, loss=0.680, mat=0.003, sens=0.969, deg=0.00
Ep 085/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=0.783, mat=0.003, sens=1.114, deg=0.00
Ep 085/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.51s/it, loss=0.783, mat=0.003, sens=1.114, deg=0.00
Ep 085/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  89%|▉| 235/264 [05:55<00:43,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.778, mat=0.004, sens=1.109, deg=0.00
Ep 085/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:42,  1.51s/it, loss=0.778, mat=0.004, sens=1.109, deg=0.00
Ep 085/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.51s/it, loss=0.691, mat=0.004, sens=0.986, deg=0.00
Ep 085/100 [S4:finetune]:  90%|▉| 237/264 [05:58<00:40,  1.51s/it, loss=0.691, mat=0.004, sens=0.986, deg=0.00
Ep 085/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.50s/it, loss=0.637, mat=0.003, sens=0.905, deg=0.00
Ep 085/100 [S4:finetune]:  91%|▉| 239/264 [06:01<00:37,  1.50s/it, loss=0.637, mat=0.003, sens=0.905, deg=0.00
Ep 085/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  91%|▉| 241/264 [06:04<00:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:35,  1.52s/it, loss=0.640, mat=0.004, sens=0.911, deg=0.00
Ep 085/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.52s/it, loss=0.640, mat=0.004, sens=0.911, deg=0.00
Ep 085/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.52s/it, loss=0.758, mat=0.005, sens=1.080, deg=0.00
Ep 085/100 [S4:finetune]:  92%|▉| 243/264 [06:07<00:31,  1.52s/it, loss=0.758, mat=0.005, sens=1.080, deg=0.00
Ep 085/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.52s/it, loss=0.622, mat=0.005, sens=0.887, deg=0.00
Ep 085/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.622, mat=0.005, sens=0.887, deg=0.00
Ep 085/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.51s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.00
Ep 085/100 [S4:finetune]:  93%|▉| 245/264 [06:10<00:28,  1.51s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.00
Ep 085/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  94%|▉| 247/264 [06:13<00:25,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.50s/it, loss=0.626, mat=0.003, sens=0.892, deg=0.00
Ep 085/100 [S4:finetune]:  94%|▉| 249/264 [06:16<00:22,  1.50s/it, loss=0.626, mat=0.003, sens=0.892, deg=0.00
Ep 085/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.50s/it, loss=0.664, mat=0.003, sens=0.947, deg=0.00
Ep 085/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.51s/it, loss=0.664, mat=0.003, sens=0.947, deg=0.00
Ep 085/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  95%|▉| 251/264 [06:19<00:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.559, mat=0.002, sens=0.797, deg=0.00
Ep 085/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.51s/it, loss=0.559, mat=0.002, sens=0.797, deg=0.00
Ep 085/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.525, mat=0.004, sens=0.747, deg=0.00
Ep 085/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.51s/it, loss=0.525, mat=0.004, sens=0.747, deg=0.00
Ep 085/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.50s/it, loss=0.583, mat=0.002, sens=0.832, deg=0.00
Ep 085/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.51s/it, loss=0.583, mat=0.002, sens=0.832, deg=0.00
Ep 085/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.00
Ep 085/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.51s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.00
Ep 085/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.555, mat=0.003, sens=0.792, deg=0.00
Ep 085/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.51s/it, loss=0.555, mat=0.003, sens=0.792, deg=0.00
Ep 085/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.609, mat=0.004, sens=0.865, deg=0.00
Ep 085/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.53s/it, loss=0.609, mat=0.004, sens=0.865, deg=0.00
Ep 085/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.00
Ep 085/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.00
Ep 085/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 085/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 085/100 [S4:finetune]  loss=0.3399  mat=0.0032  sens=0.4764  deg=0.0002  orth=0.0054  α=0.3 β=0.7 γ=0.2  400s

Ep 086/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 086/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.564, mat=0.003, sens=0.802, deg=0.000]
Ep 086/100 [S4:finetune]:   0%| | 1/264 [00:02<08:54,  2.03s/it, loss=0.564, mat=0.003, sens=0.802, deg=0.000]
Ep 086/100 [S4:finetune]:   0%| | 1/264 [00:03<08:54,  2.03s/it, loss=0.621, mat=0.002, sens=0.885, deg=0.000]
Ep 086/100 [S4:finetune]:   1%| | 2/264 [00:03<07:31,  1.72s/it, loss=0.621, mat=0.002, sens=0.885, deg=0.000]
Ep 086/100 [S4:finetune]:   1%| | 2/264 [00:05<07:31,  1.72s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 086/100 [S4:finetune]:   1%| | 3/264 [00:05<07:02,  1.62s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 086/100 [S4:finetune]:   1%| | 3/264 [00:06<07:02,  1.62s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.000]
Ep 086/100 [S4:finetune]:   2%| | 4/264 [00:06<06:48,  1.57s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.000]
Ep 086/100 [S4:finetune]:   2%| | 4/264 [00:08<06:48,  1.57s/it, loss=0.599, mat=0.003, sens=0.851, deg=0.000]
Ep 086/100 [S4:finetune]:   2%| | 5/264 [00:08<06:39,  1.54s/it, loss=0.599, mat=0.003, sens=0.851, deg=0.000]
Ep 086/100 [S4:finetune]:   2%| | 5/264 [00:09<06:39,  1.54s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 086/100 [S4:finetune]:   2%| | 6/264 [00:09<06:33,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000]
Ep 086/100 [S4:finetune]:   2%| | 6/264 [00:11<06:33,  1.53s/it, loss=0.633, mat=0.006, sens=0.900, deg=0.000]
Ep 086/100 [S4:finetune]:   3%| | 7/264 [00:11<06:30,  1.52s/it, loss=0.633, mat=0.006, sens=0.900, deg=0.000]
Ep 086/100 [S4:finetune]:   3%| | 7/264 [00:12<06:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 086/100 [S4:finetune]:   3%| | 8/264 [00:12<06:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 086/100 [S4:finetune]:   3%| | 8/264 [00:14<06:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 086/100 [S4:finetune]:   3%| | 9/264 [00:14<06:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 086/100 [S4:finetune]:   3%| | 9/264 [00:15<06:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 086/100 [S4:finetune]:   4%| | 10/264 [00:15<06:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   4%| | 10/264 [00:17<06:24,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   4%| | 11/264 [00:17<06:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   4%| | 11/264 [00:18<06:22,  1.51s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.000
Ep 086/100 [S4:finetune]:   5%| | 12/264 [00:18<06:28,  1.54s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.000
Ep 086/100 [S4:finetune]:   5%| | 12/264 [00:20<06:28,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   5%| | 13/264 [00:20<06:23,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   5%| | 13/264 [00:21<06:23,  1.53s/it, loss=0.680, mat=0.003, sens=0.967, deg=0.000
Ep 086/100 [S4:finetune]:   5%| | 14/264 [00:21<06:20,  1.52s/it, loss=0.680, mat=0.003, sens=0.967, deg=0.000
Ep 086/100 [S4:finetune]:   5%| | 14/264 [00:23<06:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   6%| | 15/264 [00:23<06:16,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   6%| | 15/264 [00:24<06:16,  1.51s/it, loss=0.652, mat=0.003, sens=0.929, deg=0.000
Ep 086/100 [S4:finetune]:   6%| | 16/264 [00:24<06:14,  1.51s/it, loss=0.652, mat=0.003, sens=0.929, deg=0.000
Ep 086/100 [S4:finetune]:   6%| | 16/264 [00:26<06:14,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   6%| | 17/264 [00:26<06:12,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   6%| | 17/264 [00:27<06:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   7%| | 18/264 [00:27<06:09,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   7%| | 18/264 [00:29<06:09,  1.50s/it, loss=0.609, mat=0.002, sens=0.868, deg=0.000
Ep 086/100 [S4:finetune]:   7%| | 19/264 [00:29<06:07,  1.50s/it, loss=0.609, mat=0.002, sens=0.868, deg=0.000
Ep 086/100 [S4:finetune]:   7%| | 19/264 [00:30<06:07,  1.50s/it, loss=0.731, mat=0.004, sens=1.041, deg=0.000
Ep 086/100 [S4:finetune]:   8%| | 20/264 [00:30<06:06,  1.50s/it, loss=0.731, mat=0.004, sens=1.041, deg=0.000
Ep 086/100 [S4:finetune]:   8%| | 20/264 [00:32<06:06,  1.50s/it, loss=0.610, mat=0.003, sens=0.870, deg=0.000
Ep 086/100 [S4:finetune]:   8%| | 21/264 [00:32<06:03,  1.50s/it, loss=0.610, mat=0.003, sens=0.870, deg=0.000
Ep 086/100 [S4:finetune]:   8%| | 21/264 [00:33<06:03,  1.50s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.000
Ep 086/100 [S4:finetune]:   8%| | 22/264 [00:33<06:02,  1.50s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.000
Ep 086/100 [S4:finetune]:   8%| | 22/264 [00:35<06:02,  1.50s/it, loss=0.620, mat=0.003, sens=0.877, deg=0.000
Ep 086/100 [S4:finetune]:   9%| | 23/264 [00:35<06:01,  1.50s/it, loss=0.620, mat=0.003, sens=0.877, deg=0.000
Ep 086/100 [S4:finetune]:   9%| | 23/264 [00:36<06:01,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   9%| | 24/264 [00:36<06:00,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   9%| | 24/264 [00:38<06:00,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   9%| | 25/264 [00:38<05:58,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:   9%| | 25/264 [00:39<05:58,  1.50s/it, loss=0.631, mat=0.003, sens=0.899, deg=0.000
Ep 086/100 [S4:finetune]:  10%| | 26/264 [00:39<06:02,  1.52s/it, loss=0.631, mat=0.003, sens=0.899, deg=0.000
Ep 086/100 [S4:finetune]:  10%| | 26/264 [00:41<06:02,  1.52s/it, loss=0.633, mat=0.003, sens=0.902, deg=0.000
Ep 086/100 [S4:finetune]:  10%| | 27/264 [00:41<05:59,  1.52s/it, loss=0.633, mat=0.003, sens=0.902, deg=0.000
Ep 086/100 [S4:finetune]:  10%| | 27/264 [00:42<05:59,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  11%| | 28/264 [00:42<05:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  11%| | 28/264 [00:44<05:57,  1.51s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  11%| | 29/264 [00:44<05:55,  1.51s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  11%| | 29/264 [00:45<05:55,  1.51s/it, loss=0.572, mat=0.002, sens=0.815, deg=0.000
Ep 086/100 [S4:finetune]:  11%| | 30/264 [00:45<05:52,  1.51s/it, loss=0.572, mat=0.002, sens=0.815, deg=0.000
Ep 086/100 [S4:finetune]:  11%| | 30/264 [00:47<05:52,  1.51s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.000
Ep 086/100 [S4:finetune]:  12%| | 31/264 [00:47<05:51,  1.51s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.000
Ep 086/100 [S4:finetune]:  12%| | 31/264 [00:48<05:51,  1.51s/it, loss=0.720, mat=0.002, sens=1.026, deg=0.000
Ep 086/100 [S4:finetune]:  12%| | 32/264 [00:48<05:49,  1.51s/it, loss=0.720, mat=0.002, sens=1.026, deg=0.000
Ep 086/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  13%|▏| 34/264 [00:51<05:48,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:48,  1.52s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.000
Ep 086/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:46,  1.52s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.000
Ep 086/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:46,  1.52s/it, loss=0.567, mat=0.002, sens=0.808, deg=0.000
Ep 086/100 [S4:finetune]:  14%|▏| 36/264 [00:54<05:44,  1.51s/it, loss=0.567, mat=0.002, sens=0.808, deg=0.000
Ep 086/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:44,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:42,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:42,  1.51s/it, loss=0.680, mat=0.003, sens=0.969, deg=0.000
Ep 086/100 [S4:finetune]:  14%|▏| 38/264 [00:57<05:45,  1.53s/it, loss=0.680, mat=0.003, sens=0.969, deg=0.000
Ep 086/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:45,  1.53s/it, loss=0.673, mat=0.004, sens=0.959, deg=0.000
Ep 086/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:42,  1.52s/it, loss=0.673, mat=0.004, sens=0.959, deg=0.000
Ep 086/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:42,  1.52s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.000
Ep 086/100 [S4:finetune]:  15%|▏| 40/264 [01:00<05:39,  1.52s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.000
Ep 086/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.52s/it, loss=0.670, mat=0.003, sens=0.955, deg=0.000
Ep 086/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.670, mat=0.003, sens=0.955, deg=0.000
Ep 086/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:37,  1.51s/it, loss=0.633, mat=0.003, sens=0.903, deg=0.000
Ep 086/100 [S4:finetune]:  16%|▏| 42/264 [01:03<05:35,  1.51s/it, loss=0.633, mat=0.003, sens=0.903, deg=0.000
Ep 086/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.616, mat=0.003, sens=0.877, deg=0.000
Ep 086/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:33,  1.51s/it, loss=0.616, mat=0.003, sens=0.877, deg=0.000
Ep 086/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:33,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  17%|▏| 44/264 [01:06<05:31,  1.51s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:31,  1.51s/it, loss=0.622, mat=0.005, sens=0.884, deg=0.000
Ep 086/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:29,  1.51s/it, loss=0.622, mat=0.005, sens=0.884, deg=0.000
Ep 086/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  17%|▏| 46/264 [01:09<05:27,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:27,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:26,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:26,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  18%|▏| 48/264 [01:12<05:24,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:24,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:23,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:23,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  19%|▏| 50/264 [01:15<05:21,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:21,  1.50s/it, loss=0.603, mat=0.003, sens=0.860, deg=0.000
Ep 086/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:19,  1.50s/it, loss=0.603, mat=0.003, sens=0.860, deg=0.000
Ep 086/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:19,  1.50s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.000
Ep 086/100 [S4:finetune]:  20%|▏| 52/264 [01:18<05:18,  1.50s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.000
Ep 086/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:18,  1.50s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.000
Ep 086/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:16,  1.50s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.000
Ep 086/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:16,  1.50s/it, loss=0.581, mat=0.003, sens=0.827, deg=0.000
Ep 086/100 [S4:finetune]:  20%|▏| 54/264 [01:21<05:15,  1.50s/it, loss=0.581, mat=0.003, sens=0.827, deg=0.000
Ep 086/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:15,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:13,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:13,  1.50s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.000
Ep 086/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:16,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.000
Ep 086/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:14,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.576, mat=0.004, sens=0.821, deg=0.000
Ep 086/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:11,  1.51s/it, loss=0.576, mat=0.004, sens=0.821, deg=0.000
Ep 086/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:11,  1.51s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.000
Ep 086/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:11,  1.52s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.000
Ep 086/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:11,  1.52s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.000
Ep 086/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.000
Ep 086/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:09,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:07,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:07,  1.51s/it, loss=0.594, mat=0.004, sens=0.845, deg=0.000
Ep 086/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:04,  1.51s/it, loss=0.594, mat=0.004, sens=0.845, deg=0.000
Ep 086/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:04,  1.51s/it, loss=0.577, mat=0.002, sens=0.822, deg=0.000
Ep 086/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:02,  1.51s/it, loss=0.577, mat=0.002, sens=0.822, deg=0.000
Ep 086/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:02,  1.51s/it, loss=0.669, mat=0.004, sens=0.953, deg=0.000
Ep 086/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:00,  1.50s/it, loss=0.669, mat=0.004, sens=0.953, deg=0.000
Ep 086/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:00,  1.50s/it, loss=0.638, mat=0.004, sens=0.908, deg=0.000
Ep 086/100 [S4:finetune]:  25%|▏| 65/264 [01:38<04:58,  1.50s/it, loss=0.638, mat=0.004, sens=0.908, deg=0.000
Ep 086/100 [S4:finetune]:  25%|▏| 65/264 [01:40<04:58,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:57,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:57,  1.50s/it, loss=0.634, mat=0.004, sens=0.899, deg=0.000
Ep 086/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:55,  1.50s/it, loss=0.634, mat=0.004, sens=0.899, deg=0.000
Ep 086/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:55,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:54,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:54,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:52,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:52,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:51,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:51,  1.50s/it, loss=0.610, mat=0.004, sens=0.865, deg=0.000
Ep 086/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:54,  1.53s/it, loss=0.610, mat=0.004, sens=0.865, deg=0.000
Ep 086/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:54,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:51,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:51,  1.52s/it, loss=0.594, mat=0.003, sens=0.845, deg=0.000
Ep 086/100 [S4:finetune]:  28%|▎| 73/264 [01:50<04:48,  1.51s/it, loss=0.594, mat=0.003, sens=0.845, deg=0.000
Ep 086/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:48,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:46,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:46,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001
Ep 086/100 [S4:finetune]:  28%|▎| 75/264 [01:53<04:45,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.001
Ep 086/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:45,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:43,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:43,  1.51s/it, loss=0.610, mat=0.002, sens=0.870, deg=0.000
Ep 086/100 [S4:finetune]:  29%|▎| 77/264 [01:56<04:41,  1.51s/it, loss=0.610, mat=0.002, sens=0.870, deg=0.000
Ep 086/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:41,  1.51s/it, loss=0.586, mat=0.004, sens=0.835, deg=0.000
Ep 086/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=0.586, mat=0.004, sens=0.835, deg=0.000
Ep 086/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:40,  1.51s/it, loss=0.639, mat=0.004, sens=0.909, deg=0.000
Ep 086/100 [S4:finetune]:  30%|▎| 79/264 [01:59<04:38,  1.51s/it, loss=0.639, mat=0.004, sens=0.909, deg=0.000
Ep 086/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:38,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001
Ep 086/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:36,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001
Ep 086/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:36,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001
Ep 086/100 [S4:finetune]:  31%|▎| 81/264 [02:02<04:35,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001
Ep 086/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:35,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:33,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:33,  1.50s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  31%|▎| 83/264 [02:05<04:35,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:34,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  32%|▎| 85/264 [02:08<04:32,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:32,  1.52s/it, loss=0.594, mat=0.003, sens=0.845, deg=0.000
Ep 086/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:30,  1.52s/it, loss=0.594, mat=0.003, sens=0.845, deg=0.000
Ep 086/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.624, mat=0.002, sens=0.889, deg=0.000
Ep 086/100 [S4:finetune]:  33%|▎| 87/264 [02:11<04:27,  1.51s/it, loss=0.624, mat=0.002, sens=0.889, deg=0.000
Ep 086/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:27,  1.51s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.000
Ep 086/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:25,  1.51s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.000
Ep 086/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:25,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  34%|▎| 89/264 [02:14<04:23,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:23,  1.51s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.000
Ep 086/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:21,  1.50s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.000
Ep 086/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:21,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  34%|▎| 91/264 [02:17<04:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:20,  1.51s/it, loss=0.582, mat=0.005, sens=0.828, deg=0.000
Ep 086/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:18,  1.51s/it, loss=0.582, mat=0.005, sens=0.828, deg=0.000
Ep 086/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:18,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  35%|▎| 93/264 [02:20<04:17,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:17,  1.51s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:16,  1.51s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:16,  1.51s/it, loss=0.614, mat=0.005, sens=0.873, deg=0.000
Ep 086/100 [S4:finetune]:  36%|▎| 95/264 [02:23<04:14,  1.51s/it, loss=0.614, mat=0.005, sens=0.873, deg=0.000
Ep 086/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:14,  1.51s/it, loss=0.561, mat=0.002, sens=0.798, deg=0.000
Ep 086/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:13,  1.51s/it, loss=0.561, mat=0.002, sens=0.798, deg=0.000
Ep 086/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:13,  1.51s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.000
Ep 086/100 [S4:finetune]:  37%|▎| 97/264 [02:26<04:11,  1.51s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.000
Ep 086/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:11,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:09,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:09,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  38%|▍| 99/264 [02:29<04:08,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 086/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:08,  1.50s/it, loss=0.625, mat=0.003, sens=0.890, deg=0.000
Ep 086/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:06,  1.51s/it, loss=0.625, mat=0.003, sens=0.890, deg=0.00
Ep 086/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  38%|▍| 101/264 [02:32<04:05,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:05,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:07,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:07,  1.53s/it, loss=0.548, mat=0.002, sens=0.780, deg=0.00
Ep 086/100 [S4:finetune]:  39%|▍| 103/264 [02:35<04:05,  1.52s/it, loss=0.548, mat=0.002, sens=0.780, deg=0.00
Ep 086/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:05,  1.52s/it, loss=0.592, mat=0.002, sens=0.843, deg=0.00
Ep 086/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:02,  1.52s/it, loss=0.592, mat=0.002, sens=0.843, deg=0.00
Ep 086/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:02,  1.52s/it, loss=0.632, mat=0.002, sens=0.900, deg=0.00
Ep 086/100 [S4:finetune]:  40%|▍| 105/264 [02:38<04:00,  1.51s/it, loss=0.632, mat=0.002, sens=0.900, deg=0.00
Ep 086/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:00,  1.51s/it, loss=0.680, mat=0.005, sens=0.968, deg=0.00
Ep 086/100 [S4:finetune]:  40%|▍| 106/264 [02:40<03:58,  1.51s/it, loss=0.680, mat=0.005, sens=0.968, deg=0.00
Ep 086/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:58,  1.51s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 086/100 [S4:finetune]:  41%|▍| 107/264 [02:41<03:56,  1.51s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 086/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  41%|▍| 108/264 [02:43<03:54,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:54,  1.50s/it, loss=0.653, mat=0.003, sens=0.931, deg=0.00
Ep 086/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:54,  1.52s/it, loss=0.653, mat=0.003, sens=0.931, deg=0.00
Ep 086/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:54,  1.52s/it, loss=0.605, mat=0.003, sens=0.856, deg=0.00
Ep 086/100 [S4:finetune]:  42%|▍| 110/264 [02:46<03:53,  1.52s/it, loss=0.605, mat=0.003, sens=0.856, deg=0.00
Ep 086/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:51,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  42%|▍| 112/264 [02:49<03:49,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.595, mat=0.003, sens=0.847, deg=0.00
Ep 086/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:47,  1.50s/it, loss=0.595, mat=0.003, sens=0.847, deg=0.00
Ep 086/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:47,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  43%|▍| 114/264 [02:52<03:45,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:45,  1.51s/it, loss=0.651, mat=0.002, sens=0.928, deg=0.00
Ep 086/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:44,  1.51s/it, loss=0.651, mat=0.002, sens=0.928, deg=0.00
Ep 086/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:44,  1.51s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.00
Ep 086/100 [S4:finetune]:  44%|▍| 116/264 [02:55<03:46,  1.53s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.00
Ep 086/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:46,  1.53s/it, loss=0.560, mat=0.004, sens=0.796, deg=0.00
Ep 086/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:43,  1.52s/it, loss=0.560, mat=0.004, sens=0.796, deg=0.00
Ep 086/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:43,  1.52s/it, loss=0.628, mat=0.003, sens=0.896, deg=0.00
Ep 086/100 [S4:finetune]:  45%|▍| 118/264 [02:58<03:41,  1.52s/it, loss=0.628, mat=0.003, sens=0.896, deg=0.00
Ep 086/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.633, mat=0.003, sens=0.900, deg=0.00
Ep 086/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:39,  1.51s/it, loss=0.633, mat=0.003, sens=0.900, deg=0.00
Ep 086/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:39,  1.51s/it, loss=0.550, mat=0.004, sens=0.783, deg=0.00
Ep 086/100 [S4:finetune]:  45%|▍| 120/264 [03:01<03:37,  1.51s/it, loss=0.550, mat=0.004, sens=0.783, deg=0.00
Ep 086/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:37,  1.51s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 086/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:35,  1.51s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 086/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:35,  1.51s/it, loss=0.574, mat=0.004, sens=0.816, deg=0.00
Ep 086/100 [S4:finetune]:  46%|▍| 122/264 [03:04<03:33,  1.51s/it, loss=0.574, mat=0.004, sens=0.816, deg=0.00
Ep 086/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:33,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:32,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:32,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  47%|▍| 124/264 [03:07<03:30,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:30,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:29,  1.51s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.00
Ep 086/100 [S4:finetune]:  48%|▍| 126/264 [03:10<03:27,  1.51s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.00
Ep 086/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:27,  1.51s/it, loss=0.589, mat=0.004, sens=0.839, deg=0.00
Ep 086/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:26,  1.50s/it, loss=0.589, mat=0.004, sens=0.839, deg=0.00
Ep 086/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:26,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  48%|▍| 128/264 [03:13<03:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.53s/it, loss=0.650, mat=0.003, sens=0.925, deg=0.00
Ep 086/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:25,  1.52s/it, loss=0.650, mat=0.003, sens=0.925, deg=0.00
Ep 086/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:25,  1.52s/it, loss=0.602, mat=0.003, sens=0.851, deg=0.00
Ep 086/100 [S4:finetune]:  49%|▍| 130/264 [03:16<03:23,  1.52s/it, loss=0.602, mat=0.003, sens=0.851, deg=0.00
Ep 086/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:21,  1.51s/it, loss=0.609, mat=0.004, sens=0.865, deg=0.00
Ep 086/100 [S4:finetune]:  50%|▌| 132/264 [03:19<03:19,  1.51s/it, loss=0.609, mat=0.004, sens=0.865, deg=0.00
Ep 086/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:19,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:18,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  51%|▌| 134/264 [03:22<03:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.711, mat=0.003, sens=1.010, deg=0.00
Ep 086/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:15,  1.52s/it, loss=0.711, mat=0.003, sens=1.010, deg=0.00
Ep 086/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:15,  1.52s/it, loss=0.673, mat=0.004, sens=0.959, deg=0.00
Ep 086/100 [S4:finetune]:  52%|▌| 136/264 [03:25<03:13,  1.51s/it, loss=0.673, mat=0.004, sens=0.959, deg=0.00
Ep 086/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:11,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  52%|▌| 138/264 [03:28<03:09,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:09,  1.51s/it, loss=0.711, mat=0.003, sens=1.011, deg=0.00
Ep 086/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:08,  1.51s/it, loss=0.711, mat=0.003, sens=1.011, deg=0.00
Ep 086/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:08,  1.51s/it, loss=0.646, mat=0.003, sens=0.919, deg=0.00
Ep 086/100 [S4:finetune]:  53%|▌| 140/264 [03:31<03:06,  1.51s/it, loss=0.646, mat=0.003, sens=0.919, deg=0.00
Ep 086/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:06,  1.51s/it, loss=0.656, mat=0.004, sens=0.935, deg=0.00
Ep 086/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:05,  1.51s/it, loss=0.656, mat=0.004, sens=0.935, deg=0.00
Ep 086/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.709, mat=0.003, sens=1.008, deg=0.00
Ep 086/100 [S4:finetune]:  54%|▌| 142/264 [03:34<03:03,  1.50s/it, loss=0.709, mat=0.003, sens=1.008, deg=0.00
Ep 086/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:03,  1.50s/it, loss=0.663, mat=0.004, sens=0.941, deg=0.00
Ep 086/100 [S4:finetune]:  54%|▌| 143/264 [03:36<03:01,  1.50s/it, loss=0.663, mat=0.004, sens=0.941, deg=0.00
Ep 086/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:01,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  55%|▌| 144/264 [03:37<03:00,  1.50s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:00,  1.50s/it, loss=0.677, mat=0.003, sens=0.965, deg=0.00
Ep 086/100 [S4:finetune]:  55%|▌| 145/264 [03:39<02:59,  1.51s/it, loss=0.677, mat=0.003, sens=0.965, deg=0.00
Ep 086/100 [S4:finetune]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  55%|▌| 146/264 [03:40<03:00,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:00,  1.53s/it, loss=0.621, mat=0.003, sens=0.885, deg=0.00
Ep 086/100 [S4:finetune]:  56%|▌| 147/264 [03:42<02:57,  1.52s/it, loss=0.621, mat=0.003, sens=0.885, deg=0.00
Ep 086/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  56%|▌| 148/264 [03:43<02:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:55,  1.51s/it, loss=0.658, mat=0.003, sens=0.937, deg=0.00
Ep 086/100 [S4:finetune]:  56%|▌| 149/264 [03:45<02:53,  1.51s/it, loss=0.658, mat=0.003, sens=0.937, deg=0.00
Ep 086/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:53,  1.51s/it, loss=0.647, mat=0.004, sens=0.922, deg=0.00
Ep 086/100 [S4:finetune]:  57%|▌| 150/264 [03:46<02:51,  1.51s/it, loss=0.647, mat=0.004, sens=0.922, deg=0.00
Ep 086/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:51,  1.51s/it, loss=0.790, mat=0.005, sens=1.123, deg=0.00
Ep 086/100 [S4:finetune]:  57%|▌| 151/264 [03:48<02:50,  1.51s/it, loss=0.790, mat=0.005, sens=1.123, deg=0.00
Ep 086/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:50,  1.51s/it, loss=0.790, mat=0.004, sens=1.124, deg=0.00
Ep 086/100 [S4:finetune]:  58%|▌| 152/264 [03:49<02:48,  1.51s/it, loss=0.790, mat=0.004, sens=1.124, deg=0.00
Ep 086/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  58%|▌| 153/264 [03:51<02:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:47,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  58%|▌| 154/264 [03:52<02:45,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:45,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  59%|▌| 155/264 [03:54<02:43,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:43,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  59%|▌| 156/264 [03:55<02:42,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:42,  1.50s/it, loss=0.542, mat=0.003, sens=0.769, deg=0.00
Ep 086/100 [S4:finetune]:  59%|▌| 157/264 [03:57<02:40,  1.50s/it, loss=0.542, mat=0.003, sens=0.769, deg=0.00
Ep 086/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:40,  1.50s/it, loss=0.618, mat=0.003, sens=0.879, deg=0.00
Ep 086/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:40,  1.51s/it, loss=0.618, mat=0.003, sens=0.879, deg=0.00
Ep 086/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  60%|▌| 159/264 [04:00<02:38,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:37,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:37,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  61%|▌| 161/264 [04:03<02:37,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:37,  1.53s/it, loss=0.618, mat=0.005, sens=0.880, deg=0.00
Ep 086/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:35,  1.52s/it, loss=0.618, mat=0.005, sens=0.880, deg=0.00
Ep 086/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  62%|▌| 163/264 [04:06<02:33,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:33,  1.52s/it, loss=0.614, mat=0.003, sens=0.872, deg=0.00
Ep 086/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:31,  1.52s/it, loss=0.614, mat=0.003, sens=0.872, deg=0.00
Ep 086/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  62%|▋| 165/264 [04:09<02:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:27,  1.51s/it, loss=0.727, mat=0.003, sens=1.036, deg=0.00
Ep 086/100 [S4:finetune]:  63%|▋| 167/264 [04:12<02:26,  1.51s/it, loss=0.727, mat=0.003, sens=1.036, deg=0.00
Ep 086/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:24,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:24,  1.51s/it, loss=0.650, mat=0.004, sens=0.927, deg=0.00
Ep 086/100 [S4:finetune]:  64%|▋| 169/264 [04:15<02:22,  1.50s/it, loss=0.650, mat=0.004, sens=0.927, deg=0.00
Ep 086/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:22,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:21,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:21,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  65%|▋| 171/264 [04:18<02:19,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:19,  1.50s/it, loss=0.674, mat=0.002, sens=0.961, deg=0.00
Ep 086/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:18,  1.50s/it, loss=0.674, mat=0.002, sens=0.961, deg=0.00
Ep 086/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:18,  1.50s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 086/100 [S4:finetune]:  66%|▋| 173/264 [04:21<02:18,  1.53s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 086/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:18,  1.53s/it, loss=0.660, mat=0.005, sens=0.937, deg=0.00
Ep 086/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:17,  1.52s/it, loss=0.660, mat=0.005, sens=0.937, deg=0.00
Ep 086/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  66%|▋| 175/264 [04:24<02:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.00
Ep 086/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:13,  1.51s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.00
Ep 086/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:13,  1.51s/it, loss=0.655, mat=0.002, sens=0.933, deg=0.00
Ep 086/100 [S4:finetune]:  67%|▋| 177/264 [04:27<02:11,  1.51s/it, loss=0.655, mat=0.002, sens=0.933, deg=0.00
Ep 086/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.591, mat=0.003, sens=0.837, deg=0.00
Ep 086/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:09,  1.51s/it, loss=0.591, mat=0.003, sens=0.837, deg=0.00
Ep 086/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  68%|▋| 179/264 [04:30<02:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:07,  1.51s/it, loss=0.593, mat=0.002, sens=0.845, deg=0.00
Ep 086/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:06,  1.50s/it, loss=0.593, mat=0.002, sens=0.845, deg=0.00
Ep 086/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:06,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  69%|▋| 181/264 [04:33<02:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.739, mat=0.004, sens=1.054, deg=0.00
Ep 086/100 [S4:finetune]:  69%|▋| 182/264 [04:35<02:04,  1.52s/it, loss=0.739, mat=0.004, sens=1.054, deg=0.00
Ep 086/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  69%|▋| 183/264 [04:36<02:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:03,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.00
Ep 086/100 [S4:finetune]:  70%|▋| 184/264 [04:38<02:01,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.00
Ep 086/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:01,  1.52s/it, loss=0.642, mat=0.003, sens=0.914, deg=0.00
Ep 086/100 [S4:finetune]:  70%|▋| 185/264 [04:39<01:59,  1.51s/it, loss=0.642, mat=0.003, sens=0.914, deg=0.00
Ep 086/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  70%|▋| 186/264 [04:41<01:57,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:57,  1.51s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 086/100 [S4:finetune]:  71%|▋| 187/264 [04:42<01:56,  1.51s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 086/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.626, mat=0.002, sens=0.885, deg=0.00
Ep 086/100 [S4:finetune]:  71%|▋| 188/264 [04:44<01:54,  1.50s/it, loss=0.626, mat=0.002, sens=0.885, deg=0.00
Ep 086/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.50s/it, loss=0.556, mat=0.003, sens=0.789, deg=0.00
Ep 086/100 [S4:finetune]:  72%|▋| 189/264 [04:45<01:52,  1.51s/it, loss=0.556, mat=0.003, sens=0.789, deg=0.00
Ep 086/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:52,  1.51s/it, loss=0.657, mat=0.002, sens=0.936, deg=0.00
Ep 086/100 [S4:finetune]:  72%|▋| 190/264 [04:47<01:51,  1.50s/it, loss=0.657, mat=0.002, sens=0.936, deg=0.00
Ep 086/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:51,  1.50s/it, loss=0.657, mat=0.003, sens=0.894, deg=0.00
Ep 086/100 [S4:finetune]:  72%|▋| 191/264 [04:48<01:49,  1.50s/it, loss=0.657, mat=0.003, sens=0.894, deg=0.00
Ep 086/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:49,  1.50s/it, loss=0.593, mat=0.005, sens=0.844, deg=0.00
Ep 086/100 [S4:finetune]:  73%|▋| 192/264 [04:50<01:49,  1.52s/it, loss=0.593, mat=0.005, sens=0.844, deg=0.00
Ep 086/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:49,  1.52s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.00
Ep 086/100 [S4:finetune]:  73%|▋| 193/264 [04:51<01:47,  1.52s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.00
Ep 086/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  73%|▋| 194/264 [04:53<01:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  74%|▋| 195/264 [04:54<01:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  74%|▋| 196/264 [04:56<01:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:42,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  75%|▋| 197/264 [04:57<01:40,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:40,  1.50s/it, loss=0.538, mat=0.003, sens=0.766, deg=0.00
Ep 086/100 [S4:finetune]:  75%|▊| 198/264 [04:59<01:39,  1.50s/it, loss=0.538, mat=0.003, sens=0.766, deg=0.00
Ep 086/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.50s/it, loss=0.573, mat=0.002, sens=0.816, deg=0.00
Ep 086/100 [S4:finetune]:  75%|▊| 199/264 [05:00<01:37,  1.50s/it, loss=0.573, mat=0.002, sens=0.816, deg=0.00
Ep 086/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:37,  1.50s/it, loss=0.523, mat=0.003, sens=0.745, deg=0.00
Ep 086/100 [S4:finetune]:  76%|▊| 200/264 [05:02<01:36,  1.50s/it, loss=0.523, mat=0.003, sens=0.745, deg=0.00
Ep 086/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.50s/it, loss=0.582, mat=0.003, sens=0.830, deg=0.00
Ep 086/100 [S4:finetune]:  76%|▊| 201/264 [05:03<01:34,  1.50s/it, loss=0.582, mat=0.003, sens=0.830, deg=0.00
Ep 086/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:34,  1.50s/it, loss=0.540, mat=0.002, sens=0.771, deg=0.00
Ep 086/100 [S4:finetune]:  77%|▊| 202/264 [05:05<01:33,  1.50s/it, loss=0.540, mat=0.002, sens=0.771, deg=0.00
Ep 086/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  77%|▊| 203/264 [05:06<01:31,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:31,  1.50s/it, loss=0.597, mat=0.003, sens=0.850, deg=0.00
Ep 086/100 [S4:finetune]:  77%|▊| 204/264 [05:08<01:30,  1.50s/it, loss=0.597, mat=0.003, sens=0.850, deg=0.00
Ep 086/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.50s/it, loss=0.512, mat=0.002, sens=0.730, deg=0.00
Ep 086/100 [S4:finetune]:  78%|▊| 205/264 [05:09<01:28,  1.50s/it, loss=0.512, mat=0.002, sens=0.730, deg=0.00
Ep 086/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:28,  1.50s/it, loss=0.518, mat=0.004, sens=0.737, deg=0.00
Ep 086/100 [S4:finetune]:  78%|▊| 206/264 [05:11<01:29,  1.55s/it, loss=0.518, mat=0.004, sens=0.737, deg=0.00
Ep 086/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:29,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:27,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  79%|▊| 208/264 [05:14<01:25,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:23,  1.52s/it, loss=0.578, mat=0.004, sens=0.823, deg=0.00
Ep 086/100 [S4:finetune]:  80%|▊| 210/264 [05:17<01:22,  1.52s/it, loss=0.578, mat=0.004, sens=0.823, deg=0.00
Ep 086/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:22,  1.52s/it, loss=0.496, mat=0.003, sens=0.707, deg=0.00
Ep 086/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:20,  1.51s/it, loss=0.496, mat=0.003, sens=0.707, deg=0.00
Ep 086/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:20,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  80%|▊| 212/264 [05:20<01:18,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:16,  1.51s/it, loss=0.528, mat=0.003, sens=0.753, deg=0.00
Ep 086/100 [S4:finetune]:  81%|▊| 214/264 [05:23<01:15,  1.51s/it, loss=0.528, mat=0.003, sens=0.753, deg=0.00
Ep 086/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:13,  1.51s/it, loss=0.529, mat=0.003, sens=0.753, deg=0.00
Ep 086/100 [S4:finetune]:  82%|▊| 216/264 [05:26<01:12,  1.51s/it, loss=0.529, mat=0.003, sens=0.753, deg=0.00
Ep 086/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.603, mat=0.004, sens=0.858, deg=0.00
Ep 086/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:10,  1.51s/it, loss=0.603, mat=0.004, sens=0.858, deg=0.00
Ep 086/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  83%|▊| 218/264 [05:29<01:10,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:10,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:08,  1.52s/it, loss=0.651, mat=0.003, sens=0.928, deg=0.00
Ep 086/100 [S4:finetune]:  83%|▊| 220/264 [05:32<01:06,  1.52s/it, loss=0.651, mat=0.003, sens=0.928, deg=0.00
Ep 086/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:05,  1.51s/it, loss=0.500, mat=0.001, sens=0.712, deg=0.00
Ep 086/100 [S4:finetune]:  84%|▊| 222/264 [05:35<01:03,  1.51s/it, loss=0.500, mat=0.001, sens=0.712, deg=0.00
Ep 086/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.573, mat=0.002, sens=0.817, deg=0.00
Ep 086/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:01,  1.51s/it, loss=0.573, mat=0.002, sens=0.817, deg=0.00
Ep 086/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:01,  1.51s/it, loss=0.537, mat=0.002, sens=0.764, deg=0.00
Ep 086/100 [S4:finetune]:  85%|▊| 224/264 [05:38<01:00,  1.51s/it, loss=0.537, mat=0.002, sens=0.764, deg=0.00
Ep 086/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.51s/it, loss=0.563, mat=0.003, sens=0.803, deg=0.00
Ep 086/100 [S4:finetune]:  85%|▊| 225/264 [05:40<00:58,  1.51s/it, loss=0.563, mat=0.003, sens=0.803, deg=0.00
Ep 086/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:58,  1.51s/it, loss=0.513, mat=0.003, sens=0.730, deg=0.00
Ep 086/100 [S4:finetune]:  86%|▊| 226/264 [05:41<00:57,  1.50s/it, loss=0.513, mat=0.003, sens=0.730, deg=0.00
Ep 086/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.50s/it, loss=0.564, mat=0.003, sens=0.802, deg=0.00
Ep 086/100 [S4:finetune]:  86%|▊| 227/264 [05:43<00:55,  1.50s/it, loss=0.564, mat=0.003, sens=0.802, deg=0.00
Ep 086/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:55,  1.50s/it, loss=0.522, mat=0.002, sens=0.745, deg=0.00
Ep 086/100 [S4:finetune]:  86%|▊| 228/264 [05:44<00:54,  1.50s/it, loss=0.522, mat=0.002, sens=0.745, deg=0.00
Ep 086/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.50s/it, loss=0.587, mat=0.004, sens=0.836, deg=0.00
Ep 086/100 [S4:finetune]:  87%|▊| 229/264 [05:46<00:52,  1.51s/it, loss=0.587, mat=0.004, sens=0.836, deg=0.00
Ep 086/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:52,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  87%|▊| 230/264 [05:47<00:51,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.50s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.00
Ep 086/100 [S4:finetune]:  88%|▉| 231/264 [05:49<00:50,  1.52s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.00
Ep 086/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:50,  1.52s/it, loss=0.572, mat=0.003, sens=0.816, deg=0.00
Ep 086/100 [S4:finetune]:  88%|▉| 232/264 [05:50<00:48,  1.51s/it, loss=0.572, mat=0.003, sens=0.816, deg=0.00
Ep 086/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.528, mat=0.002, sens=0.752, deg=0.00
Ep 086/100 [S4:finetune]:  88%|▉| 233/264 [05:52<00:46,  1.51s/it, loss=0.528, mat=0.002, sens=0.752, deg=0.00
Ep 086/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.553, mat=0.003, sens=0.786, deg=0.00
Ep 086/100 [S4:finetune]:  89%|▉| 234/264 [05:53<00:45,  1.51s/it, loss=0.553, mat=0.003, sens=0.786, deg=0.00
Ep 086/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.51s/it, loss=0.517, mat=0.002, sens=0.735, deg=0.00
Ep 086/100 [S4:finetune]:  89%|▉| 235/264 [05:55<00:43,  1.51s/it, loss=0.517, mat=0.002, sens=0.735, deg=0.00
Ep 086/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:43,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  89%|▉| 236/264 [05:56<00:42,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.53s/it, loss=0.571, mat=0.004, sens=0.814, deg=0.00
Ep 086/100 [S4:finetune]:  90%|▉| 237/264 [05:58<00:41,  1.53s/it, loss=0.571, mat=0.004, sens=0.814, deg=0.00
Ep 086/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:41,  1.53s/it, loss=0.570, mat=0.003, sens=0.813, deg=0.00
Ep 086/100 [S4:finetune]:  90%|▉| 238/264 [05:59<00:39,  1.52s/it, loss=0.570, mat=0.003, sens=0.813, deg=0.00
Ep 086/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.52s/it, loss=0.566, mat=0.003, sens=0.808, deg=0.00
Ep 086/100 [S4:finetune]:  91%|▉| 239/264 [06:01<00:37,  1.52s/it, loss=0.566, mat=0.003, sens=0.808, deg=0.00
Ep 086/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  91%|▉| 240/264 [06:02<00:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  91%|▉| 241/264 [06:04<00:34,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.51s/it, loss=0.653, mat=0.004, sens=0.930, deg=0.00
Ep 086/100 [S4:finetune]:  92%|▉| 243/264 [06:07<00:31,  1.51s/it, loss=0.653, mat=0.004, sens=0.930, deg=0.00
Ep 086/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.603, mat=0.004, sens=0.858, deg=0.00
Ep 086/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.603, mat=0.004, sens=0.858, deg=0.00
Ep 086/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  93%|▉| 245/264 [06:10<00:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.598, mat=0.003, sens=0.849, deg=0.00
Ep 086/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.51s/it, loss=0.598, mat=0.003, sens=0.849, deg=0.00
Ep 086/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  94%|▉| 247/264 [06:13<00:25,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.50s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.50s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 086/100 [S4:finetune]:  94%|▉| 249/264 [06:16<00:22,  1.50s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 086/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.50s/it, loss=0.538, mat=0.003, sens=0.766, deg=0.00
Ep 086/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.50s/it, loss=0.538, mat=0.003, sens=0.766, deg=0.00
Ep 086/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.50s/it, loss=0.551, mat=0.004, sens=0.784, deg=0.00
Ep 086/100 [S4:finetune]:  95%|▉| 251/264 [06:19<00:19,  1.53s/it, loss=0.551, mat=0.004, sens=0.784, deg=0.00
Ep 086/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.53s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.52s/it, loss=0.514, mat=0.003, sens=0.722, deg=0.00
Ep 086/100 [S4:finetune]:  96%|▉| 253/264 [06:22<00:16,  1.51s/it, loss=0.514, mat=0.003, sens=0.722, deg=0.00
Ep 086/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  97%|▉| 255/264 [06:25<00:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.52s/it, loss=0.593, mat=0.003, sens=0.843, deg=0.00
Ep 086/100 [S4:finetune]:  97%|▉| 257/264 [06:28<00:10,  1.51s/it, loss=0.593, mat=0.003, sens=0.843, deg=0.00
Ep 086/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.504, mat=0.002, sens=0.718, deg=0.00
Ep 086/100 [S4:finetune]:  98%|▉| 259/264 [06:31<00:07,  1.51s/it, loss=0.504, mat=0.002, sens=0.718, deg=0.00
Ep 086/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:06,  1.50s/it, loss=0.494, mat=0.003, sens=0.702, deg=0.00
Ep 086/100 [S4:finetune]:  99%|▉| 261/264 [06:34<00:04,  1.50s/it, loss=0.494, mat=0.003, sens=0.702, deg=0.00
Ep 086/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.50s/it, loss=0.516, mat=0.004, sens=0.733, deg=0.00
Ep 086/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.50s/it, loss=0.516, mat=0.004, sens=0.733, deg=0.00
Ep 086/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.50s/it, loss=0.556, mat=0.002, sens=0.793, deg=0.00
Ep 086/100 [S4:finetune]: 100%|▉| 263/264 [06:37<00:01,  1.53s/it, loss=0.556, mat=0.002, sens=0.793, deg=0.00
Ep 086/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 086/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 086/100 [S4:finetune]  loss=0.3509  mat=0.0032  sens=0.4981  deg=0.0001  orth=0.0013  α=0.3 β=0.7 γ=0.2  399s

Ep 087/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 087/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.583, mat=0.002, sens=0.830, deg=0.000]
Ep 087/100 [S4:finetune]:   0%| | 1/264 [00:02<09:26,  2.16s/it, loss=0.583, mat=0.002, sens=0.830, deg=0.000]
Ep 087/100 [S4:finetune]:   0%| | 1/264 [00:03<09:26,  2.16s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 087/100 [S4:finetune]:   1%| | 2/264 [00:03<07:42,  1.76s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000]
Ep 087/100 [S4:finetune]:   1%| | 2/264 [00:05<07:42,  1.76s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 087/100 [S4:finetune]:   1%| | 3/264 [00:05<07:09,  1.65s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 087/100 [S4:finetune]:   1%| | 3/264 [00:06<07:09,  1.65s/it, loss=0.553, mat=0.003, sens=0.788, deg=0.000]
Ep 087/100 [S4:finetune]:   2%| | 4/264 [00:06<06:52,  1.59s/it, loss=0.553, mat=0.003, sens=0.788, deg=0.000]
Ep 087/100 [S4:finetune]:   2%| | 4/264 [00:08<06:52,  1.59s/it, loss=0.535, mat=0.003, sens=0.762, deg=0.000]
Ep 087/100 [S4:finetune]:   2%| | 5/264 [00:08<06:42,  1.55s/it, loss=0.535, mat=0.003, sens=0.762, deg=0.000]
Ep 087/100 [S4:finetune]:   2%| | 5/264 [00:09<06:42,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 087/100 [S4:finetune]:   2%| | 6/264 [00:09<06:36,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 087/100 [S4:finetune]:   2%| | 6/264 [00:11<06:36,  1.54s/it, loss=0.532, mat=0.002, sens=0.756, deg=0.000]
Ep 087/100 [S4:finetune]:   3%| | 7/264 [00:11<06:31,  1.52s/it, loss=0.532, mat=0.002, sens=0.756, deg=0.000]
Ep 087/100 [S4:finetune]:   3%| | 7/264 [00:12<06:31,  1.52s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.000]
Ep 087/100 [S4:finetune]:   3%| | 8/264 [00:12<06:28,  1.52s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.000]
Ep 087/100 [S4:finetune]:   3%| | 8/264 [00:14<06:28,  1.52s/it, loss=0.522, mat=0.003, sens=0.743, deg=0.000]
Ep 087/100 [S4:finetune]:   3%| | 9/264 [00:14<06:25,  1.51s/it, loss=0.522, mat=0.003, sens=0.743, deg=0.000]
Ep 087/100 [S4:finetune]:   3%| | 9/264 [00:15<06:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001]
Ep 087/100 [S4:finetune]:   4%| | 10/264 [00:15<06:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 087/100 [S4:finetune]:   4%| | 10/264 [00:17<06:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 087/100 [S4:finetune]:   4%| | 11/264 [00:17<06:20,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 087/100 [S4:finetune]:   4%| | 11/264 [00:18<06:20,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:   5%| | 12/264 [00:18<06:26,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:   5%| | 12/264 [00:20<06:26,  1.54s/it, loss=0.548, mat=0.002, sens=0.781, deg=0.000
Ep 087/100 [S4:finetune]:   5%| | 13/264 [00:20<06:22,  1.52s/it, loss=0.548, mat=0.002, sens=0.781, deg=0.000
Ep 087/100 [S4:finetune]:   5%| | 13/264 [00:21<06:22,  1.52s/it, loss=0.545, mat=0.002, sens=0.777, deg=0.000
Ep 087/100 [S4:finetune]:   5%| | 14/264 [00:21<06:19,  1.52s/it, loss=0.545, mat=0.002, sens=0.777, deg=0.000
Ep 087/100 [S4:finetune]:   5%| | 14/264 [00:23<06:19,  1.52s/it, loss=0.561, mat=0.005, sens=0.798, deg=0.000
Ep 087/100 [S4:finetune]:   6%| | 15/264 [00:23<06:19,  1.52s/it, loss=0.561, mat=0.005, sens=0.798, deg=0.000
Ep 087/100 [S4:finetune]:   6%| | 15/264 [00:24<06:19,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:   6%| | 16/264 [00:24<06:17,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:   6%| | 16/264 [00:26<06:17,  1.52s/it, loss=0.518, mat=0.004, sens=0.733, deg=0.000
Ep 087/100 [S4:finetune]:   6%| | 17/264 [00:26<06:14,  1.52s/it, loss=0.518, mat=0.004, sens=0.733, deg=0.000
Ep 087/100 [S4:finetune]:   6%| | 17/264 [00:27<06:14,  1.52s/it, loss=0.580, mat=0.003, sens=0.821, deg=0.000
Ep 087/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.580, mat=0.003, sens=0.821, deg=0.000
Ep 087/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.504, mat=0.003, sens=0.718, deg=0.000
Ep 087/100 [S4:finetune]:   7%| | 19/264 [00:29<06:09,  1.51s/it, loss=0.504, mat=0.003, sens=0.718, deg=0.000
Ep 087/100 [S4:finetune]:   7%| | 19/264 [00:30<06:09,  1.51s/it, loss=0.514, mat=0.003, sens=0.732, deg=0.000
Ep 087/100 [S4:finetune]:   8%| | 20/264 [00:30<06:07,  1.51s/it, loss=0.514, mat=0.003, sens=0.732, deg=0.000
Ep 087/100 [S4:finetune]:   8%| | 20/264 [00:32<06:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:   8%| | 21/264 [00:32<06:05,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:   8%| | 21/264 [00:33<06:05,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:   8%| | 22/264 [00:33<06:03,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:   8%| | 22/264 [00:35<06:03,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:   9%| | 23/264 [00:35<06:01,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:   9%| | 23/264 [00:36<06:01,  1.50s/it, loss=0.534, mat=0.002, sens=0.761, deg=0.000
Ep 087/100 [S4:finetune]:   9%| | 24/264 [00:36<06:01,  1.51s/it, loss=0.534, mat=0.002, sens=0.761, deg=0.000
Ep 087/100 [S4:finetune]:   9%| | 24/264 [00:38<06:01,  1.51s/it, loss=0.538, mat=0.004, sens=0.766, deg=0.000
Ep 087/100 [S4:finetune]:   9%| | 25/264 [00:38<05:59,  1.50s/it, loss=0.538, mat=0.004, sens=0.766, deg=0.000
Ep 087/100 [S4:finetune]:   9%| | 25/264 [00:39<05:59,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  10%| | 26/264 [00:39<05:57,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  10%| | 26/264 [00:41<05:57,  1.50s/it, loss=0.538, mat=0.002, sens=0.767, deg=0.000
Ep 087/100 [S4:finetune]:  10%| | 27/264 [00:41<05:56,  1.50s/it, loss=0.538, mat=0.002, sens=0.767, deg=0.000
Ep 087/100 [S4:finetune]:  10%| | 27/264 [00:42<05:56,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  11%| | 28/264 [00:42<05:55,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  11%| | 28/264 [00:44<05:55,  1.50s/it, loss=0.533, mat=0.004, sens=0.759, deg=0.000
Ep 087/100 [S4:finetune]:  11%| | 29/264 [00:44<05:53,  1.51s/it, loss=0.533, mat=0.004, sens=0.759, deg=0.000
Ep 087/100 [S4:finetune]:  11%| | 29/264 [00:45<05:53,  1.51s/it, loss=0.566, mat=0.003, sens=0.807, deg=0.000
Ep 087/100 [S4:finetune]:  11%| | 30/264 [00:45<05:57,  1.53s/it, loss=0.566, mat=0.003, sens=0.807, deg=0.000
Ep 087/100 [S4:finetune]:  11%| | 30/264 [00:47<05:57,  1.53s/it, loss=0.521, mat=0.004, sens=0.740, deg=0.000
Ep 087/100 [S4:finetune]:  12%| | 31/264 [00:47<05:54,  1.52s/it, loss=0.521, mat=0.004, sens=0.740, deg=0.000
Ep 087/100 [S4:finetune]:  12%| | 31/264 [00:48<05:54,  1.52s/it, loss=0.515, mat=0.003, sens=0.733, deg=0.000
Ep 087/100 [S4:finetune]:  12%| | 32/264 [00:48<05:52,  1.52s/it, loss=0.515, mat=0.003, sens=0.733, deg=0.000
Ep 087/100 [S4:finetune]:  12%| | 32/264 [00:50<05:52,  1.52s/it, loss=0.525, mat=0.004, sens=0.748, deg=0.000
Ep 087/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.525, mat=0.004, sens=0.748, deg=0.000
Ep 087/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:50,  1.52s/it, loss=0.517, mat=0.002, sens=0.737, deg=0.000
Ep 087/100 [S4:finetune]:  13%|▏| 34/264 [00:51<05:47,  1.51s/it, loss=0.517, mat=0.002, sens=0.737, deg=0.000
Ep 087/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:47,  1.51s/it, loss=0.531, mat=0.003, sens=0.756, deg=0.000
Ep 087/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:45,  1.51s/it, loss=0.531, mat=0.003, sens=0.756, deg=0.000
Ep 087/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:45,  1.51s/it, loss=0.532, mat=0.002, sens=0.759, deg=0.000
Ep 087/100 [S4:finetune]:  14%|▏| 36/264 [00:54<05:43,  1.51s/it, loss=0.532, mat=0.002, sens=0.759, deg=0.000
Ep 087/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:43,  1.51s/it, loss=0.526, mat=0.002, sens=0.748, deg=0.000
Ep 087/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:42,  1.51s/it, loss=0.526, mat=0.002, sens=0.748, deg=0.000
Ep 087/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:42,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  14%|▏| 38/264 [00:57<05:41,  1.51s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:41,  1.52s/it, loss=0.528, mat=0.004, sens=0.750, deg=0.000
Ep 087/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:40,  1.52s/it, loss=0.528, mat=0.004, sens=0.750, deg=0.000
Ep 087/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:40,  1.52s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.000
Ep 087/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.000
Ep 087/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.525, mat=0.004, sens=0.747, deg=0.000
Ep 087/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.525, mat=0.004, sens=0.747, deg=0.000
Ep 087/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:33,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:30,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:30,  1.50s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:34,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:34,  1.53s/it, loss=0.538, mat=0.002, sens=0.761, deg=0.000
Ep 087/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.538, mat=0.002, sens=0.761, deg=0.000
Ep 087/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.51s/it, loss=0.532, mat=0.002, sens=0.757, deg=0.000
Ep 087/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.532, mat=0.002, sens=0.757, deg=0.000
Ep 087/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:24,  1.51s/it, loss=0.521, mat=0.002, sens=0.743, deg=0.000
Ep 087/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:22,  1.51s/it, loss=0.521, mat=0.002, sens=0.743, deg=0.000
Ep 087/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:22,  1.51s/it, loss=0.552, mat=0.003, sens=0.786, deg=0.000
Ep 087/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:20,  1.51s/it, loss=0.552, mat=0.003, sens=0.786, deg=0.000
Ep 087/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:20,  1.51s/it, loss=0.514, mat=0.004, sens=0.731, deg=0.000
Ep 087/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=0.514, mat=0.004, sens=0.731, deg=0.000
Ep 087/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:17,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:17,  1.50s/it, loss=0.516, mat=0.004, sens=0.733, deg=0.000
Ep 087/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:16,  1.50s/it, loss=0.516, mat=0.004, sens=0.733, deg=0.000
Ep 087/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:16,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:14,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:14,  1.50s/it, loss=0.533, mat=0.003, sens=0.756, deg=0.000
Ep 087/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:12,  1.50s/it, loss=0.533, mat=0.003, sens=0.756, deg=0.000
Ep 087/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:12,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:15,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.000
Ep 087/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.000
Ep 087/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:12,  1.52s/it, loss=0.527, mat=0.004, sens=0.750, deg=0.000
Ep 087/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:10,  1.51s/it, loss=0.527, mat=0.004, sens=0.750, deg=0.000
Ep 087/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:10,  1.51s/it, loss=0.563, mat=0.002, sens=0.802, deg=0.000
Ep 087/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.563, mat=0.002, sens=0.802, deg=0.000
Ep 087/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:08,  1.51s/it, loss=0.513, mat=0.004, sens=0.730, deg=0.000
Ep 087/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:07,  1.51s/it, loss=0.513, mat=0.004, sens=0.730, deg=0.000
Ep 087/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:04,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:02,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:02,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:03,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:03,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  25%|▏| 65/264 [01:38<05:01,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:58,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.589, mat=0.003, sens=0.837, deg=0.000
Ep 087/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:55,  1.51s/it, loss=0.589, mat=0.003, sens=0.837, deg=0.000
Ep 087/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:55,  1.51s/it, loss=0.544, mat=0.004, sens=0.773, deg=0.000
Ep 087/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:53,  1.51s/it, loss=0.544, mat=0.004, sens=0.773, deg=0.000
Ep 087/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:53,  1.51s/it, loss=0.521, mat=0.005, sens=0.741, deg=0.000
Ep 087/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.521, mat=0.005, sens=0.741, deg=0.000
Ep 087/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:52,  1.51s/it, loss=0.572, mat=0.004, sens=0.816, deg=0.000
Ep 087/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:50,  1.51s/it, loss=0.572, mat=0.004, sens=0.816, deg=0.000
Ep 087/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:50,  1.51s/it, loss=0.516, mat=0.002, sens=0.734, deg=0.000
Ep 087/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:49,  1.51s/it, loss=0.516, mat=0.002, sens=0.734, deg=0.000
Ep 087/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:49,  1.51s/it, loss=0.522, mat=0.002, sens=0.743, deg=0.000
Ep 087/100 [S4:finetune]:  28%|▎| 73/264 [01:50<04:47,  1.50s/it, loss=0.522, mat=0.002, sens=0.743, deg=0.000
Ep 087/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:47,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:45,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:45,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  28%|▎| 75/264 [01:53<04:48,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:48,  1.53s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.000
Ep 087/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:45,  1.52s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.000
Ep 087/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:45,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  29%|▎| 77/264 [01:56<04:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:43,  1.51s/it, loss=0.524, mat=0.002, sens=0.746, deg=0.000
Ep 087/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:41,  1.51s/it, loss=0.524, mat=0.002, sens=0.746, deg=0.000
Ep 087/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:41,  1.51s/it, loss=0.521, mat=0.004, sens=0.742, deg=0.000
Ep 087/100 [S4:finetune]:  30%|▎| 79/264 [01:59<04:38,  1.51s/it, loss=0.521, mat=0.004, sens=0.742, deg=0.000
Ep 087/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:38,  1.51s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.000
Ep 087/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:37,  1.51s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.000
Ep 087/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:37,  1.51s/it, loss=0.575, mat=0.004, sens=0.818, deg=0.000
Ep 087/100 [S4:finetune]:  31%|▎| 81/264 [02:02<04:36,  1.51s/it, loss=0.575, mat=0.004, sens=0.818, deg=0.000
Ep 087/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:36,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:34,  1.51s/it, loss=0.527, mat=0.003, sens=0.750, deg=0.000
Ep 087/100 [S4:finetune]:  31%|▎| 83/264 [02:05<04:32,  1.51s/it, loss=0.527, mat=0.003, sens=0.750, deg=0.000
Ep 087/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:32,  1.51s/it, loss=0.544, mat=0.002, sens=0.775, deg=0.000
Ep 087/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:31,  1.51s/it, loss=0.544, mat=0.002, sens=0.775, deg=0.000
Ep 087/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:31,  1.51s/it, loss=0.515, mat=0.003, sens=0.734, deg=0.000
Ep 087/100 [S4:finetune]:  32%|▎| 85/264 [02:08<04:29,  1.51s/it, loss=0.515, mat=0.003, sens=0.734, deg=0.000
Ep 087/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:29,  1.51s/it, loss=0.542, mat=0.002, sens=0.773, deg=0.000
Ep 087/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.542, mat=0.002, sens=0.773, deg=0.000
Ep 087/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  33%|▎| 87/264 [02:11<04:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:27,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:27,  1.52s/it, loss=0.529, mat=0.003, sens=0.753, deg=0.000
Ep 087/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:29,  1.54s/it, loss=0.529, mat=0.003, sens=0.753, deg=0.000
Ep 087/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:29,  1.54s/it, loss=0.575, mat=0.003, sens=0.750, deg=0.000
Ep 087/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:26,  1.53s/it, loss=0.575, mat=0.003, sens=0.750, deg=0.000
Ep 087/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:26,  1.53s/it, loss=0.034, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:23,  1.52s/it, loss=0.034, mat=0.004, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.519, mat=0.004, sens=0.739, deg=0.000
Ep 087/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:18,  1.51s/it, loss=0.519, mat=0.004, sens=0.739, deg=0.000
Ep 087/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:18,  1.51s/it, loss=0.543, mat=0.002, sens=0.774, deg=0.000
Ep 087/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:16,  1.51s/it, loss=0.543, mat=0.002, sens=0.774, deg=0.000
Ep 087/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:14,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 087/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:12,  1.51s/it, loss=0.540, mat=0.002, sens=0.768, deg=0.000
Ep 087/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:11,  1.50s/it, loss=0.540, mat=0.002, sens=0.768, deg=0.000
Ep 087/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:11,  1.50s/it, loss=0.518, mat=0.002, sens=0.739, deg=0.000
Ep 087/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:09,  1.50s/it, loss=0.518, mat=0.002, sens=0.739, deg=0.000
Ep 087/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:09,  1.50s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.000
Ep 087/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:07,  1.50s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.000
Ep 087/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:07,  1.50s/it, loss=0.609, mat=0.004, sens=0.865, deg=0.000
Ep 087/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:06,  1.50s/it, loss=0.609, mat=0.004, sens=0.865, deg=0.00
Ep 087/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:06,  1.50s/it, loss=0.567, mat=0.002, sens=0.805, deg=0.00
Ep 087/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:08,  1.53s/it, loss=0.567, mat=0.002, sens=0.805, deg=0.00
Ep 087/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:08,  1.53s/it, loss=0.546, mat=0.004, sens=0.775, deg=0.00
Ep 087/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:06,  1.52s/it, loss=0.546, mat=0.004, sens=0.775, deg=0.00
Ep 087/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:03,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:01,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  40%|▍| 105/264 [02:39<03:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  40%|▍| 105/264 [02:40<03:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  40%|▍| 106/264 [02:40<03:57,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:57,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:56,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:56,  1.50s/it, loss=0.538, mat=0.003, sens=0.766, deg=0.00
Ep 087/100 [S4:finetune]:  41%|▍| 108/264 [02:43<03:54,  1.50s/it, loss=0.538, mat=0.003, sens=0.766, deg=0.00
Ep 087/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:54,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:52,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:52,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  42%|▍| 110/264 [02:46<03:51,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:51,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:49,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:49,  1.50s/it, loss=0.610, mat=0.002, sens=0.870, deg=0.00
Ep 087/100 [S4:finetune]:  42%|▍| 112/264 [02:49<03:48,  1.50s/it, loss=0.610, mat=0.002, sens=0.870, deg=0.00
Ep 087/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:48,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:48,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  43%|▍| 114/264 [02:52<03:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.603, mat=0.004, sens=0.859, deg=0.00
Ep 087/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:45,  1.51s/it, loss=0.603, mat=0.004, sens=0.859, deg=0.00
Ep 087/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.530, mat=0.003, sens=0.756, deg=0.00
Ep 087/100 [S4:finetune]:  44%|▍| 116/264 [02:55<03:43,  1.51s/it, loss=0.530, mat=0.003, sens=0.756, deg=0.00
Ep 087/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:43,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:41,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:41,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  45%|▍| 118/264 [02:58<03:39,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:39,  1.51s/it, loss=0.575, mat=0.004, sens=0.818, deg=0.00
Ep 087/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:41,  1.53s/it, loss=0.575, mat=0.004, sens=0.818, deg=0.00
Ep 087/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:41,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  45%|▍| 120/264 [03:01<03:39,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:39,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:36,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:36,  1.52s/it, loss=0.606, mat=0.004, sens=0.863, deg=0.00
Ep 087/100 [S4:finetune]:  46%|▍| 122/264 [03:04<03:34,  1.51s/it, loss=0.606, mat=0.004, sens=0.863, deg=0.00
Ep 087/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:32,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:32,  1.51s/it, loss=0.537, mat=0.003, sens=0.758, deg=0.00
Ep 087/100 [S4:finetune]:  47%|▍| 124/264 [03:07<03:30,  1.51s/it, loss=0.537, mat=0.003, sens=0.758, deg=0.00
Ep 087/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:30,  1.51s/it, loss=1.780, mat=0.002, sens=0.782, deg=0.00
Ep 087/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:29,  1.51s/it, loss=1.780, mat=0.002, sens=0.782, deg=0.00
Ep 087/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:29,  1.51s/it, loss=0.589, mat=0.003, sens=0.836, deg=0.00
Ep 087/100 [S4:finetune]:  48%|▍| 126/264 [03:10<03:27,  1.51s/it, loss=0.589, mat=0.003, sens=0.836, deg=0.00
Ep 087/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:27,  1.51s/it, loss=0.529, mat=0.003, sens=0.753, deg=0.00
Ep 087/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:26,  1.50s/it, loss=0.529, mat=0.003, sens=0.753, deg=0.00
Ep 087/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:26,  1.50s/it, loss=0.021, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  48%|▍| 128/264 [03:13<03:24,  1.51s/it, loss=0.021, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:23,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  49%|▍| 130/264 [03:16<03:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:21,  1.51s/it, loss=0.541, mat=0.002, sens=0.771, deg=0.00
Ep 087/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.50s/it, loss=0.541, mat=0.002, sens=0.771, deg=0.00
Ep 087/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:20,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  50%|▌| 132/264 [03:19<03:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:17,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:17,  1.50s/it, loss=0.512, mat=0.005, sens=0.728, deg=0.00
Ep 087/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:18,  1.53s/it, loss=0.512, mat=0.005, sens=0.728, deg=0.00
Ep 087/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:18,  1.53s/it, loss=0.535, mat=0.003, sens=0.763, deg=0.00
Ep 087/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:16,  1.52s/it, loss=0.535, mat=0.003, sens=0.763, deg=0.00
Ep 087/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.52s/it, loss=0.538, mat=0.003, sens=0.766, deg=0.00
Ep 087/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:11,  1.52s/it, loss=0.538, mat=0.003, sens=0.766, deg=0.00
Ep 087/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.524, mat=0.003, sens=0.747, deg=0.00
Ep 087/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:09,  1.51s/it, loss=0.524, mat=0.003, sens=0.747, deg=0.00
Ep 087/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.51s/it, loss=0.530, mat=0.004, sens=0.755, deg=0.00
Ep 087/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.530, mat=0.004, sens=0.755, deg=0.00
Ep 087/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.554, mat=0.004, sens=0.787, deg=0.00
Ep 087/100 [S4:finetune]:  54%|▌| 143/264 [03:36<03:02,  1.51s/it, loss=0.554, mat=0.004, sens=0.787, deg=0.00
Ep 087/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.522, mat=0.003, sens=0.742, deg=0.00
Ep 087/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:00,  1.50s/it, loss=0.522, mat=0.003, sens=0.742, deg=0.00
Ep 087/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:00,  1.50s/it, loss=0.523, mat=0.003, sens=0.745, deg=0.00
Ep 087/100 [S4:finetune]:  55%|▌| 145/264 [03:39<02:59,  1.50s/it, loss=0.523, mat=0.003, sens=0.745, deg=0.00
Ep 087/100 [S4:finetune]:  55%|▌| 145/264 [03:41<02:59,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  55%|▌| 146/264 [03:41<03:00,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:00,  1.53s/it, loss=0.527, mat=0.003, sens=0.749, deg=0.00
Ep 087/100 [S4:finetune]:  56%|▌| 147/264 [03:42<02:57,  1.52s/it, loss=0.527, mat=0.003, sens=0.749, deg=0.00
Ep 087/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  56%|▌| 149/264 [03:45<02:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:52,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  57%|▌| 151/264 [03:48<02:50,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:50,  1.51s/it, loss=0.555, mat=0.003, sens=0.787, deg=0.00
Ep 087/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:48,  1.51s/it, loss=0.555, mat=0.003, sens=0.787, deg=0.00
Ep 087/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:48,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  58%|▌| 153/264 [03:51<02:47,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.513, mat=0.002, sens=0.732, deg=0.00
Ep 087/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:45,  1.51s/it, loss=0.513, mat=0.002, sens=0.732, deg=0.00
Ep 087/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  59%|▌| 155/264 [03:54<02:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:42,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  59%|▌| 157/264 [03:57<02:40,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:40,  1.50s/it, loss=0.510, mat=0.003, sens=0.727, deg=0.00
Ep 087/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:39,  1.51s/it, loss=0.510, mat=0.003, sens=0.727, deg=0.00
Ep 087/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:39,  1.51s/it, loss=0.549, mat=0.004, sens=0.780, deg=0.00
Ep 087/100 [S4:finetune]:  60%|▌| 159/264 [04:00<02:38,  1.51s/it, loss=0.549, mat=0.004, sens=0.780, deg=0.00
Ep 087/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.512, mat=0.004, sens=0.729, deg=0.00
Ep 087/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:36,  1.51s/it, loss=0.512, mat=0.004, sens=0.729, deg=0.00
Ep 087/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  61%|▌| 161/264 [04:03<02:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.513, mat=0.002, sens=0.730, deg=0.00
Ep 087/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:34,  1.52s/it, loss=0.513, mat=0.002, sens=0.730, deg=0.00
Ep 087/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.52s/it, loss=0.509, mat=0.004, sens=0.726, deg=0.00
Ep 087/100 [S4:finetune]:  62%|▌| 163/264 [04:06<02:32,  1.51s/it, loss=0.509, mat=0.004, sens=0.726, deg=0.00
Ep 087/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.515, mat=0.003, sens=0.733, deg=0.00
Ep 087/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:31,  1.51s/it, loss=0.515, mat=0.003, sens=0.733, deg=0.00
Ep 087/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.51s/it, loss=0.529, mat=0.004, sens=0.754, deg=0.00
Ep 087/100 [S4:finetune]:  62%|▋| 165/264 [04:09<02:31,  1.53s/it, loss=0.529, mat=0.004, sens=0.754, deg=0.00
Ep 087/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:31,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:29,  1.52s/it, loss=0.537, mat=0.003, sens=0.766, deg=0.00
Ep 087/100 [S4:finetune]:  63%|▋| 167/264 [04:12<02:27,  1.52s/it, loss=0.537, mat=0.003, sens=0.766, deg=0.00
Ep 087/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:25,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:25,  1.51s/it, loss=0.522, mat=0.002, sens=0.745, deg=0.00
Ep 087/100 [S4:finetune]:  64%|▋| 169/264 [04:15<02:23,  1.51s/it, loss=0.522, mat=0.002, sens=0.745, deg=0.00
Ep 087/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.521, mat=0.003, sens=0.743, deg=0.00
Ep 087/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:21,  1.51s/it, loss=0.521, mat=0.003, sens=0.743, deg=0.00
Ep 087/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:21,  1.51s/it, loss=0.510, mat=0.003, sens=0.727, deg=0.00
Ep 087/100 [S4:finetune]:  65%|▋| 171/264 [04:18<02:19,  1.50s/it, loss=0.510, mat=0.003, sens=0.727, deg=0.00
Ep 087/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:19,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:18,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:18,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  66%|▋| 173/264 [04:21<02:16,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:16,  1.50s/it, loss=0.531, mat=0.004, sens=0.757, deg=0.00
Ep 087/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:15,  1.50s/it, loss=0.531, mat=0.004, sens=0.757, deg=0.00
Ep 087/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:15,  1.50s/it, loss=0.526, mat=0.002, sens=0.749, deg=0.00
Ep 087/100 [S4:finetune]:  66%|▋| 175/264 [04:24<02:13,  1.50s/it, loss=0.526, mat=0.002, sens=0.749, deg=0.00
Ep 087/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:13,  1.50s/it, loss=0.569, mat=0.004, sens=0.810, deg=0.00
Ep 087/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:12,  1.51s/it, loss=0.569, mat=0.004, sens=0.810, deg=0.00
Ep 087/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:12,  1.51s/it, loss=0.538, mat=0.003, sens=0.764, deg=0.00
Ep 087/100 [S4:finetune]:  67%|▋| 177/264 [04:27<02:10,  1.51s/it, loss=0.538, mat=0.003, sens=0.764, deg=0.00
Ep 087/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:10,  1.51s/it, loss=0.523, mat=0.004, sens=0.745, deg=0.00
Ep 087/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:09,  1.50s/it, loss=0.523, mat=0.004, sens=0.745, deg=0.00
Ep 087/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:09,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:09,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:09,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.548, mat=0.005, sens=0.779, deg=0.00
Ep 087/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.548, mat=0.005, sens=0.779, deg=0.00
Ep 087/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  69%|▋| 182/264 [04:35<02:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:02,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:02,  1.51s/it, loss=0.560, mat=0.002, sens=0.798, deg=0.00
Ep 087/100 [S4:finetune]:  70%|▋| 184/264 [04:38<02:00,  1.51s/it, loss=0.560, mat=0.002, sens=0.798, deg=0.00
Ep 087/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:00,  1.51s/it, loss=0.535, mat=0.004, sens=0.762, deg=0.00
Ep 087/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.535, mat=0.004, sens=0.762, deg=0.00
Ep 087/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  70%|▋| 186/264 [04:41<01:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.51s/it, loss=0.522, mat=0.002, sens=0.743, deg=0.00
Ep 087/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.522, mat=0.002, sens=0.743, deg=0.00
Ep 087/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.00
Ep 087/100 [S4:finetune]:  71%|▋| 188/264 [04:44<01:54,  1.51s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.00
Ep 087/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.572, mat=0.004, sens=0.815, deg=0.00
Ep 087/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.51s/it, loss=0.572, mat=0.004, sens=0.815, deg=0.00
Ep 087/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.00
Ep 087/100 [S4:finetune]:  72%|▋| 190/264 [04:47<01:51,  1.51s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.00
Ep 087/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.492, mat=0.003, sens=0.698, deg=0.00
Ep 087/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:51,  1.53s/it, loss=0.492, mat=0.003, sens=0.698, deg=0.00
Ep 087/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:51,  1.53s/it, loss=0.543, mat=0.003, sens=0.773, deg=0.00
Ep 087/100 [S4:finetune]:  73%|▋| 192/264 [04:50<01:49,  1.52s/it, loss=0.543, mat=0.003, sens=0.773, deg=0.00
Ep 087/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  73%|▋| 194/264 [04:53<01:45,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:44,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  74%|▋| 196/264 [04:56<01:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.517, mat=0.004, sens=0.737, deg=0.00
Ep 087/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:40,  1.50s/it, loss=0.517, mat=0.004, sens=0.737, deg=0.00
Ep 087/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:40,  1.50s/it, loss=0.542, mat=0.004, sens=0.773, deg=0.00
Ep 087/100 [S4:finetune]:  75%|▊| 198/264 [04:59<01:39,  1.50s/it, loss=0.542, mat=0.004, sens=0.773, deg=0.00
Ep 087/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.50s/it, loss=0.533, mat=0.003, sens=0.760, deg=0.00
Ep 087/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:37,  1.51s/it, loss=0.533, mat=0.003, sens=0.760, deg=0.00
Ep 087/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:37,  1.51s/it, loss=0.516, mat=0.003, sens=0.735, deg=0.00
Ep 087/100 [S4:finetune]:  76%|▊| 200/264 [05:02<01:36,  1.51s/it, loss=0.516, mat=0.003, sens=0.735, deg=0.00
Ep 087/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.00
Ep 087/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:34,  1.51s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.00
Ep 087/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  77%|▊| 202/264 [05:05<01:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.539, mat=0.003, sens=0.769, deg=0.00
Ep 087/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:31,  1.50s/it, loss=0.539, mat=0.003, sens=0.769, deg=0.00
Ep 087/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:31,  1.50s/it, loss=0.546, mat=0.003, sens=0.779, deg=0.00
Ep 087/100 [S4:finetune]:  77%|▊| 204/264 [05:08<01:30,  1.50s/it, loss=0.546, mat=0.003, sens=0.779, deg=0.00
Ep 087/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.50s/it, loss=0.533, mat=0.002, sens=0.760, deg=0.00
Ep 087/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:28,  1.50s/it, loss=0.533, mat=0.002, sens=0.760, deg=0.00
Ep 087/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:28,  1.50s/it, loss=0.513, mat=0.002, sens=0.732, deg=0.00
Ep 087/100 [S4:finetune]:  78%|▊| 206/264 [05:11<01:27,  1.50s/it, loss=0.513, mat=0.002, sens=0.732, deg=0.00
Ep 087/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.50s/it, loss=0.523, mat=0.004, sens=0.745, deg=0.00
Ep 087/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:25,  1.50s/it, loss=0.523, mat=0.004, sens=0.745, deg=0.00
Ep 087/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:25,  1.50s/it, loss=0.526, mat=0.004, sens=0.749, deg=0.00
Ep 087/100 [S4:finetune]:  79%|▊| 208/264 [05:14<01:24,  1.50s/it, loss=0.526, mat=0.004, sens=0.749, deg=0.00
Ep 087/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.50s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.00
Ep 087/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:23,  1.52s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.00
Ep 087/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  80%|▊| 210/264 [05:17<01:22,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:22,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:20,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:20,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  80%|▊| 212/264 [05:20<01:18,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.52s/it, loss=0.535, mat=0.004, sens=0.762, deg=0.00
Ep 087/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:17,  1.51s/it, loss=0.535, mat=0.004, sens=0.762, deg=0.00
Ep 087/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  81%|▊| 214/264 [05:23<01:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.00
Ep 087/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:13,  1.51s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.00
Ep 087/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  82%|▊| 216/264 [05:26<01:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:10,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:10,  1.51s/it, loss=0.510, mat=0.003, sens=0.726, deg=0.00
Ep 087/100 [S4:finetune]:  83%|▊| 218/264 [05:29<01:09,  1.51s/it, loss=0.510, mat=0.003, sens=0.726, deg=0.00
Ep 087/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.569, mat=0.003, sens=0.809, deg=0.00
Ep 087/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:07,  1.51s/it, loss=0.569, mat=0.003, sens=0.809, deg=0.00
Ep 087/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:07,  1.51s/it, loss=0.498, mat=0.003, sens=0.709, deg=0.00
Ep 087/100 [S4:finetune]:  83%|▊| 220/264 [05:32<01:06,  1.50s/it, loss=0.498, mat=0.003, sens=0.709, deg=0.00
Ep 087/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.50s/it, loss=0.546, mat=0.005, sens=0.776, deg=0.00
Ep 087/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:04,  1.50s/it, loss=0.546, mat=0.005, sens=0.776, deg=0.00
Ep 087/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:04,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  84%|▊| 222/264 [05:35<01:03,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.50s/it, loss=0.546, mat=0.005, sens=0.775, deg=0.00
Ep 087/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:01,  1.51s/it, loss=0.546, mat=0.005, sens=0.775, deg=0.00
Ep 087/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:01,  1.53s/it, loss=0.536, mat=0.003, sens=0.756, deg=0.00
Ep 087/100 [S4:finetune]:  85%|▊| 225/264 [05:40<00:59,  1.52s/it, loss=0.536, mat=0.003, sens=0.756, deg=0.00
Ep 087/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.52s/it, loss=0.542, mat=0.005, sens=0.770, deg=0.00
Ep 087/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.52s/it, loss=0.542, mat=0.005, sens=0.770, deg=0.00
Ep 087/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.52s/it, loss=0.552, mat=0.003, sens=0.786, deg=0.00
Ep 087/100 [S4:finetune]:  86%|▊| 227/264 [05:43<00:56,  1.51s/it, loss=0.552, mat=0.003, sens=0.786, deg=0.00
Ep 087/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.51s/it, loss=0.546, mat=0.004, sens=0.777, deg=0.00
Ep 087/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.51s/it, loss=0.546, mat=0.004, sens=0.777, deg=0.00
Ep 087/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.51s/it, loss=0.542, mat=0.003, sens=0.771, deg=0.00
Ep 087/100 [S4:finetune]:  87%|▊| 229/264 [05:46<00:52,  1.51s/it, loss=0.542, mat=0.003, sens=0.771, deg=0.00
Ep 087/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=0.559, mat=0.004, sens=0.795, deg=0.00
Ep 087/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=0.559, mat=0.004, sens=0.795, deg=0.00
Ep 087/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  88%|▉| 231/264 [05:49<00:49,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.50s/it, loss=0.549, mat=0.005, sens=0.781, deg=0.00
Ep 087/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.50s/it, loss=0.549, mat=0.005, sens=0.781, deg=0.00
Ep 087/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  88%|▉| 233/264 [05:52<00:46,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:44,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:44,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  89%|▉| 235/264 [05:55<00:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:42,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.53s/it, loss=0.549, mat=0.004, sens=0.781, deg=0.00
Ep 087/100 [S4:finetune]:  90%|▉| 237/264 [05:58<00:41,  1.53s/it, loss=0.549, mat=0.004, sens=0.781, deg=0.00
Ep 087/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.53s/it, loss=0.527, mat=0.003, sens=0.750, deg=0.00
Ep 087/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.52s/it, loss=0.527, mat=0.003, sens=0.750, deg=0.00
Ep 087/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  91%|▉| 239/264 [06:01<00:37,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.51s/it, loss=0.546, mat=0.002, sens=0.778, deg=0.00
Ep 087/100 [S4:finetune]:  91%|▉| 241/264 [06:04<00:34,  1.51s/it, loss=0.546, mat=0.002, sens=0.778, deg=0.00
Ep 087/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.505, mat=0.003, sens=0.719, deg=0.00
Ep 087/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.51s/it, loss=0.505, mat=0.003, sens=0.719, deg=0.00
Ep 087/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  92%|▉| 243/264 [06:07<00:31,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.50s/it, loss=0.511, mat=0.002, sens=0.729, deg=0.00
Ep 087/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.50s/it, loss=0.511, mat=0.002, sens=0.729, deg=0.00
Ep 087/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.50s/it, loss=0.535, mat=0.003, sens=0.763, deg=0.00
Ep 087/100 [S4:finetune]:  93%|▉| 245/264 [06:10<00:28,  1.50s/it, loss=0.535, mat=0.003, sens=0.763, deg=0.00
Ep 087/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.50s/it, loss=0.516, mat=0.002, sens=0.734, deg=0.00
Ep 087/100 [S4:finetune]:  94%|▉| 247/264 [06:13<00:25,  1.50s/it, loss=0.516, mat=0.002, sens=0.734, deg=0.00
Ep 087/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.50s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.00
Ep 087/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.50s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.00
Ep 087/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.50s/it, loss=0.522, mat=0.002, sens=0.744, deg=0.00
Ep 087/100 [S4:finetune]:  94%|▉| 249/264 [06:16<00:22,  1.50s/it, loss=0.522, mat=0.002, sens=0.744, deg=0.00
Ep 087/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  95%|▉| 251/264 [06:19<00:19,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.50s/it, loss=0.611, mat=0.004, sens=0.870, deg=0.00
Ep 087/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.50s/it, loss=0.611, mat=0.004, sens=0.870, deg=0.00
Ep 087/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  96%|▉| 253/264 [06:22<00:16,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.50s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 087/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.50s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 087/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  97%|▉| 255/264 [06:25<00:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.53s/it, loss=0.556, mat=0.004, sens=0.789, deg=0.00
Ep 087/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.52s/it, loss=0.556, mat=0.004, sens=0.789, deg=0.00
Ep 087/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  97%|▉| 257/264 [06:28<00:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.52s/it, loss=0.524, mat=0.003, sens=0.746, deg=0.00
Ep 087/100 [S4:finetune]:  98%|▉| 259/264 [06:31<00:07,  1.52s/it, loss=0.524, mat=0.003, sens=0.746, deg=0.00
Ep 087/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.52s/it, loss=0.568, mat=0.003, sens=0.808, deg=0.00
Ep 087/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.52s/it, loss=0.568, mat=0.003, sens=0.808, deg=0.00
Ep 087/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  99%|▉| 261/264 [06:34<00:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 087/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.542, mat=0.004, sens=0.772, deg=0.00
Ep 087/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.51s/it, loss=0.542, mat=0.004, sens=0.772, deg=0.00
Ep 087/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.569, mat=0.003, sens=0.810, deg=0.00
Ep 087/100 [S4:finetune]: 100%|▉| 263/264 [06:37<00:01,  1.51s/it, loss=0.569, mat=0.003, sens=0.810, deg=0.00
Ep 087/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 087/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.51s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
                                                                                                              
Epoch 087/100 [S4:finetune]  loss=0.3199  mat=0.0032  sens=0.4470  deg=0.0002  orth=0.0060  α=0.3 β=0.7 γ=0.2  399s

Ep 088/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 088/100 [S4:finetune]:   0%|         | 0/264 [00:01<?, ?it/s, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   0%| | 1/264 [00:01<08:45,  2.00s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   0%| | 1/264 [00:03<08:45,  2.00s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   1%| | 2/264 [00:03<07:26,  1.70s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   1%| | 2/264 [00:05<07:26,  1.70s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   1%| | 3/264 [00:05<07:01,  1.61s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   1%| | 3/264 [00:06<07:01,  1.61s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.000]
Ep 088/100 [S4:finetune]:   2%| | 4/264 [00:06<06:47,  1.57s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.000]
Ep 088/100 [S4:finetune]:   2%| | 4/264 [00:08<06:47,  1.57s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.000]
Ep 088/100 [S4:finetune]:   2%| | 5/264 [00:08<06:50,  1.58s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.000]
Ep 088/100 [S4:finetune]:   2%| | 5/264 [00:09<06:50,  1.58s/it, loss=0.596, mat=0.004, sens=0.849, deg=0.000]
Ep 088/100 [S4:finetune]:   2%| | 6/264 [00:09<06:41,  1.56s/it, loss=0.596, mat=0.004, sens=0.849, deg=0.000]
Ep 088/100 [S4:finetune]:   2%| | 6/264 [00:11<06:41,  1.56s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   3%| | 7/264 [00:11<06:35,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   3%| | 7/264 [00:12<06:35,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   3%| | 8/264 [00:12<06:30,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   3%| | 8/264 [00:14<06:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 088/100 [S4:finetune]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.574, mat=0.002, sens=0.817, deg=0.000]
Ep 088/100 [S4:finetune]:   4%| | 10/264 [00:15<06:24,  1.51s/it, loss=0.574, mat=0.002, sens=0.817, deg=0.000
Ep 088/100 [S4:finetune]:   4%| | 10/264 [00:17<06:24,  1.51s/it, loss=0.543, mat=0.003, sens=0.774, deg=0.000
Ep 088/100 [S4:finetune]:   4%| | 11/264 [00:17<06:21,  1.51s/it, loss=0.543, mat=0.003, sens=0.774, deg=0.000
Ep 088/100 [S4:finetune]:   4%| | 11/264 [00:18<06:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   5%| | 12/264 [00:18<06:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   5%| | 12/264 [00:20<06:19,  1.51s/it, loss=0.565, mat=0.002, sens=0.805, deg=0.000
Ep 088/100 [S4:finetune]:   5%| | 13/264 [00:20<06:18,  1.51s/it, loss=0.565, mat=0.002, sens=0.805, deg=0.000
Ep 088/100 [S4:finetune]:   5%| | 13/264 [00:21<06:18,  1.51s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.000
Ep 088/100 [S4:finetune]:   5%| | 14/264 [00:21<06:16,  1.51s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.000
Ep 088/100 [S4:finetune]:   5%| | 14/264 [00:23<06:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   6%| | 15/264 [00:23<06:14,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   6%| | 15/264 [00:24<06:14,  1.50s/it, loss=0.570, mat=0.002, sens=0.813, deg=0.000
Ep 088/100 [S4:finetune]:   6%| | 16/264 [00:24<06:18,  1.53s/it, loss=0.570, mat=0.002, sens=0.813, deg=0.000
Ep 088/100 [S4:finetune]:   6%| | 16/264 [00:26<06:18,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   6%| | 17/264 [00:26<06:15,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   6%| | 17/264 [00:27<06:15,  1.52s/it, loss=0.604, mat=0.004, sens=0.861, deg=0.000
Ep 088/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.52s/it, loss=0.604, mat=0.004, sens=0.861, deg=0.000
Ep 088/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.52s/it, loss=0.552, mat=0.003, sens=0.775, deg=0.000
Ep 088/100 [S4:finetune]:   7%| | 19/264 [00:29<06:12,  1.52s/it, loss=0.552, mat=0.003, sens=0.775, deg=0.000
Ep 088/100 [S4:finetune]:   7%| | 19/264 [00:30<06:12,  1.52s/it, loss=0.574, mat=0.004, sens=0.816, deg=0.000
Ep 088/100 [S4:finetune]:   8%| | 20/264 [00:30<06:10,  1.52s/it, loss=0.574, mat=0.004, sens=0.816, deg=0.000
Ep 088/100 [S4:finetune]:   8%| | 20/264 [00:32<06:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   8%| | 21/264 [00:33<06:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   8%| | 22/264 [00:33<06:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:   9%| | 23/264 [00:36<06:04,  1.51s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.000
Ep 088/100 [S4:finetune]:   9%| | 24/264 [00:36<06:01,  1.51s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.000
Ep 088/100 [S4:finetune]:   9%| | 24/264 [00:38<06:01,  1.51s/it, loss=0.535, mat=0.003, sens=0.762, deg=0.000
Ep 088/100 [S4:finetune]:   9%| | 25/264 [00:38<06:00,  1.51s/it, loss=0.535, mat=0.003, sens=0.762, deg=0.000
Ep 088/100 [S4:finetune]:   9%| | 25/264 [00:39<06:00,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  10%| | 26/264 [00:39<05:58,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  10%| | 26/264 [00:41<05:58,  1.51s/it, loss=0.567, mat=0.003, sens=0.809, deg=0.000
Ep 088/100 [S4:finetune]:  10%| | 27/264 [00:41<05:57,  1.51s/it, loss=0.567, mat=0.003, sens=0.809, deg=0.000
Ep 088/100 [S4:finetune]:  10%| | 27/264 [00:42<05:57,  1.51s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.000
Ep 088/100 [S4:finetune]:  11%| | 28/264 [00:42<05:55,  1.51s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.000
Ep 088/100 [S4:finetune]:  11%| | 28/264 [00:44<05:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  11%| | 29/264 [00:44<05:53,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  11%| | 29/264 [00:45<05:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  11%| | 30/264 [00:45<05:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  11%| | 30/264 [00:47<05:52,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  12%| | 31/264 [00:47<05:50,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  12%| | 31/264 [00:48<05:50,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  12%| | 32/264 [00:48<05:49,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:47,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:47,  1.51s/it, loss=0.525, mat=0.005, sens=0.747, deg=0.000
Ep 088/100 [S4:finetune]:  13%|▏| 34/264 [00:51<05:51,  1.53s/it, loss=0.525, mat=0.005, sens=0.747, deg=0.000
Ep 088/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:51,  1.53s/it, loss=0.544, mat=0.002, sens=0.776, deg=0.000
Ep 088/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:49,  1.53s/it, loss=0.544, mat=0.002, sens=0.776, deg=0.000
Ep 088/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:49,  1.53s/it, loss=0.595, mat=0.004, sens=0.848, deg=0.000
Ep 088/100 [S4:finetune]:  14%|▏| 36/264 [00:54<05:46,  1.52s/it, loss=0.595, mat=0.004, sens=0.848, deg=0.000
Ep 088/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:46,  1.52s/it, loss=0.541, mat=0.002, sens=0.770, deg=0.000
Ep 088/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=0.541, mat=0.002, sens=0.770, deg=0.000
Ep 088/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:44,  1.52s/it, loss=0.524, mat=0.005, sens=0.745, deg=0.000
Ep 088/100 [S4:finetune]:  14%|▏| 38/264 [00:57<05:42,  1.51s/it, loss=0.524, mat=0.005, sens=0.745, deg=0.000
Ep 088/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.51s/it, loss=0.525, mat=0.003, sens=0.749, deg=0.000
Ep 088/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:40,  1.51s/it, loss=0.525, mat=0.003, sens=0.749, deg=0.000
Ep 088/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:40,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  15%|▏| 40/264 [01:00<05:37,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:37,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  16%|▏| 42/264 [01:03<05:35,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.533, mat=0.004, sens=0.757, deg=0.000
Ep 088/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:36,  1.52s/it, loss=0.533, mat=0.004, sens=0.757, deg=0.000
Ep 088/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:36,  1.52s/it, loss=0.614, mat=0.003, sens=0.874, deg=0.000
Ep 088/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:34,  1.52s/it, loss=0.614, mat=0.003, sens=0.874, deg=0.000
Ep 088/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:34,  1.52s/it, loss=0.532, mat=0.005, sens=0.757, deg=0.000
Ep 088/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:32,  1.52s/it, loss=0.532, mat=0.005, sens=0.757, deg=0.000
Ep 088/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:32,  1.52s/it, loss=0.511, mat=0.003, sens=0.728, deg=0.000
Ep 088/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.51s/it, loss=0.511, mat=0.003, sens=0.728, deg=0.000
Ep 088/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=0.580, mat=0.005, sens=0.826, deg=0.000
Ep 088/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:29,  1.53s/it, loss=0.580, mat=0.005, sens=0.826, deg=0.000
Ep 088/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:29,  1.53s/it, loss=0.503, mat=0.003, sens=0.717, deg=0.000
Ep 088/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:26,  1.52s/it, loss=0.503, mat=0.003, sens=0.717, deg=0.000
Ep 088/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:26,  1.52s/it, loss=0.536, mat=0.002, sens=0.764, deg=0.000
Ep 088/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:23,  1.52s/it, loss=0.536, mat=0.002, sens=0.764, deg=0.000
Ep 088/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:23,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:20,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:20,  1.51s/it, loss=0.545, mat=0.003, sens=0.776, deg=0.000
Ep 088/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:19,  1.51s/it, loss=0.545, mat=0.003, sens=0.776, deg=0.000
Ep 088/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:19,  1.51s/it, loss=0.570, mat=0.002, sens=0.811, deg=0.000
Ep 088/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=0.570, mat=0.002, sens=0.811, deg=0.000
Ep 088/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:17,  1.51s/it, loss=0.589, mat=0.004, sens=0.837, deg=0.000
Ep 088/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:15,  1.51s/it, loss=0.589, mat=0.004, sens=0.837, deg=0.000
Ep 088/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:15,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:13,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:11,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:10,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:08,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:08,  1.51s/it, loss=0.587, mat=0.004, sens=0.836, deg=0.000
Ep 088/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:07,  1.51s/it, loss=0.587, mat=0.004, sens=0.836, deg=0.000
Ep 088/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:07,  1.51s/it, loss=0.520, mat=0.003, sens=0.740, deg=0.000
Ep 088/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:10,  1.53s/it, loss=0.520, mat=0.003, sens=0.740, deg=0.000
Ep 088/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:10,  1.53s/it, loss=0.555, mat=0.003, sens=0.783, deg=0.000
Ep 088/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:07,  1.52s/it, loss=0.555, mat=0.003, sens=0.783, deg=0.000
Ep 088/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:07,  1.52s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.000
Ep 088/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:05,  1.52s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.000
Ep 088/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:05,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:03,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  25%|▏| 65/264 [01:38<05:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:59,  1.51s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.000
Ep 088/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:58,  1.51s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.000
Ep 088/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:58,  1.51s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.000
Ep 088/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:57,  1.52s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.000
Ep 088/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:57,  1.52s/it, loss=0.531, mat=0.004, sens=0.756, deg=0.000
Ep 088/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:54,  1.51s/it, loss=0.531, mat=0.004, sens=0.756, deg=0.000
Ep 088/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:53,  1.51s/it, loss=0.547, mat=0.004, sens=0.778, deg=0.000
Ep 088/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:51,  1.51s/it, loss=0.547, mat=0.004, sens=0.778, deg=0.000
Ep 088/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:51,  1.51s/it, loss=0.530, mat=0.003, sens=0.756, deg=0.000
Ep 088/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:49,  1.51s/it, loss=0.530, mat=0.003, sens=0.756, deg=0.000
Ep 088/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:49,  1.51s/it, loss=0.523, mat=0.002, sens=0.746, deg=0.000
Ep 088/100 [S4:finetune]:  28%|▎| 73/264 [01:50<04:47,  1.51s/it, loss=0.523, mat=0.002, sens=0.746, deg=0.000
Ep 088/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:47,  1.51s/it, loss=0.527, mat=0.002, sens=0.750, deg=0.000
Ep 088/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:46,  1.51s/it, loss=0.527, mat=0.002, sens=0.750, deg=0.000
Ep 088/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:46,  1.51s/it, loss=0.553, mat=0.004, sens=0.785, deg=0.000
Ep 088/100 [S4:finetune]:  28%|▎| 75/264 [01:53<04:44,  1.51s/it, loss=0.553, mat=0.004, sens=0.785, deg=0.000
Ep 088/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:44,  1.51s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.000
Ep 088/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:43,  1.51s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.000
Ep 088/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:43,  1.51s/it, loss=0.535, mat=0.003, sens=0.760, deg=0.000
Ep 088/100 [S4:finetune]:  29%|▎| 77/264 [01:56<04:41,  1.50s/it, loss=0.535, mat=0.003, sens=0.760, deg=0.000
Ep 088/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:41,  1.50s/it, loss=0.519, mat=0.004, sens=0.738, deg=0.000
Ep 088/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:39,  1.50s/it, loss=0.519, mat=0.004, sens=0.738, deg=0.000
Ep 088/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:39,  1.50s/it, loss=0.555, mat=0.003, sens=0.792, deg=0.000
Ep 088/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:43,  1.53s/it, loss=0.555, mat=0.003, sens=0.792, deg=0.000
Ep 088/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:43,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:40,  1.52s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.000
Ep 088/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:37,  1.52s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.000
Ep 088/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:37,  1.52s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.000
Ep 088/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:35,  1.51s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.000
Ep 088/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:35,  1.51s/it, loss=0.526, mat=0.003, sens=0.749, deg=0.000
Ep 088/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:33,  1.51s/it, loss=0.526, mat=0.003, sens=0.749, deg=0.000
Ep 088/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:33,  1.51s/it, loss=0.496, mat=0.003, sens=0.706, deg=0.000
Ep 088/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:32,  1.51s/it, loss=0.496, mat=0.003, sens=0.706, deg=0.000
Ep 088/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:32,  1.51s/it, loss=0.523, mat=0.004, sens=0.745, deg=0.000
Ep 088/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:30,  1.51s/it, loss=0.523, mat=0.004, sens=0.745, deg=0.000
Ep 088/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.000
Ep 088/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.000
Ep 088/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:28,  1.51s/it, loss=0.481, mat=0.003, sens=0.682, deg=0.000
Ep 088/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:26,  1.51s/it, loss=0.481, mat=0.003, sens=0.682, deg=0.000
Ep 088/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:25,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:25,  1.51s/it, loss=0.550, mat=0.004, sens=0.781, deg=0.000
Ep 088/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:23,  1.51s/it, loss=0.550, mat=0.004, sens=0.781, deg=0.000
Ep 088/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:23,  1.51s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.000
Ep 088/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:21,  1.50s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.000
Ep 088/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:21,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:20,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:20,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:20,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:22,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:22,  1.54s/it, loss=0.549, mat=0.003, sens=0.779, deg=0.000
Ep 088/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:19,  1.53s/it, loss=0.549, mat=0.003, sens=0.779, deg=0.000
Ep 088/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:19,  1.53s/it, loss=0.504, mat=0.003, sens=0.719, deg=0.000
Ep 088/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:17,  1.52s/it, loss=0.504, mat=0.003, sens=0.719, deg=0.000
Ep 088/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:14,  1.52s/it, loss=0.552, mat=0.002, sens=0.787, deg=0.000
Ep 088/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:12,  1.51s/it, loss=0.552, mat=0.002, sens=0.787, deg=0.000
Ep 088/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:11,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:09,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:09,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 088/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:07,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:07,  1.51s/it, loss=0.655, mat=0.004, sens=0.837, deg=0.00
Ep 088/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:05,  1.51s/it, loss=0.655, mat=0.004, sens=0.837, deg=0.00
Ep 088/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:05,  1.51s/it, loss=0.598, mat=0.004, sens=0.851, deg=0.00
Ep 088/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:04,  1.51s/it, loss=0.598, mat=0.004, sens=0.851, deg=0.00
Ep 088/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:04,  1.51s/it, loss=0.564, mat=0.005, sens=0.802, deg=0.00
Ep 088/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:02,  1.51s/it, loss=0.564, mat=0.005, sens=0.802, deg=0.00
Ep 088/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:02,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:01,  1.51s/it, loss=0.521, mat=0.003, sens=0.738, deg=0.00
Ep 088/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:02,  1.53s/it, loss=0.521, mat=0.003, sens=0.738, deg=0.00
Ep 088/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:02,  1.53s/it, loss=0.557, mat=0.003, sens=0.787, deg=0.00
Ep 088/100 [S4:finetune]:  40%|▍| 106/264 [02:40<04:00,  1.52s/it, loss=0.557, mat=0.003, sens=0.787, deg=0.00
Ep 088/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:57,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  41%|▍| 108/264 [02:43<03:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:55,  1.51s/it, loss=0.599, mat=0.005, sens=0.852, deg=0.00
Ep 088/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:54,  1.51s/it, loss=0.599, mat=0.005, sens=0.852, deg=0.00
Ep 088/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:54,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  42%|▍| 110/264 [02:46<03:52,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:52,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:50,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:50,  1.51s/it, loss=0.677, mat=0.005, sens=0.963, deg=0.00
Ep 088/100 [S4:finetune]:  42%|▍| 112/264 [02:49<03:48,  1.51s/it, loss=0.677, mat=0.005, sens=0.963, deg=0.00
Ep 088/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:48,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:47,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:47,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  43%|▍| 114/264 [02:52<03:46,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:44,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:44,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  44%|▍| 116/264 [02:55<03:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:44,  1.51s/it, loss=0.637, mat=0.004, sens=0.905, deg=0.00
Ep 088/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:42,  1.51s/it, loss=0.637, mat=0.004, sens=0.905, deg=0.00
Ep 088/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  45%|▍| 118/264 [02:58<03:40,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.599, mat=0.003, sens=0.852, deg=0.00
Ep 088/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:38,  1.51s/it, loss=0.599, mat=0.003, sens=0.852, deg=0.00
Ep 088/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:38,  1.51s/it, loss=0.567, mat=0.004, sens=0.807, deg=0.00
Ep 088/100 [S4:finetune]:  45%|▍| 120/264 [03:01<03:37,  1.51s/it, loss=0.567, mat=0.004, sens=0.807, deg=0.00
Ep 088/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:37,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:35,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:35,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  46%|▍| 122/264 [03:04<03:33,  1.50s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:33,  1.50s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:35,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:35,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.00
Ep 088/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:30,  1.51s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.00
Ep 088/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:30,  1.51s/it, loss=0.483, mat=0.002, sens=0.686, deg=0.00
Ep 088/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=0.483, mat=0.002, sens=0.686, deg=0.00
Ep 088/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:28,  1.51s/it, loss=0.565, mat=0.004, sens=0.804, deg=0.00
Ep 088/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:26,  1.51s/it, loss=0.565, mat=0.004, sens=0.804, deg=0.00
Ep 088/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:26,  1.51s/it, loss=0.552, mat=0.003, sens=0.786, deg=0.00
Ep 088/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:24,  1.51s/it, loss=0.552, mat=0.003, sens=0.786, deg=0.00
Ep 088/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:24,  1.51s/it, loss=0.538, mat=0.003, sens=0.767, deg=0.00
Ep 088/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:23,  1.51s/it, loss=0.538, mat=0.003, sens=0.767, deg=0.00
Ep 088/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:23,  1.51s/it, loss=0.538, mat=0.003, sens=0.767, deg=0.00
Ep 088/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:21,  1.50s/it, loss=0.538, mat=0.003, sens=0.767, deg=0.00
Ep 088/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:21,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.50s/it, loss=0.534, mat=0.002, sens=0.761, deg=0.00
Ep 088/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:18,  1.51s/it, loss=0.534, mat=0.002, sens=0.761, deg=0.00
Ep 088/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:17,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:17,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:15,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:15,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:13,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:13,  1.50s/it, loss=0.478, mat=0.004, sens=0.681, deg=0.00
Ep 088/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:12,  1.50s/it, loss=0.478, mat=0.004, sens=0.681, deg=0.00
Ep 088/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:12,  1.50s/it, loss=0.504, mat=0.003, sens=0.717, deg=0.00
Ep 088/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:10,  1.50s/it, loss=0.504, mat=0.003, sens=0.717, deg=0.00
Ep 088/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:10,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:12,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:12,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.52s/it, loss=0.519, mat=0.004, sens=0.739, deg=0.00
Ep 088/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.519, mat=0.004, sens=0.739, deg=0.00
Ep 088/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:07,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:05,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:05,  1.52s/it, loss=0.550, mat=0.004, sens=0.784, deg=0.00
Ep 088/100 [S4:finetune]:  54%|▌| 143/264 [03:36<03:03,  1.52s/it, loss=0.550, mat=0.004, sens=0.784, deg=0.00
Ep 088/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:03,  1.52s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.00
Ep 088/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:01,  1.51s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.00
Ep 088/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 088/100 [S4:finetune]:  55%|▌| 145/264 [03:39<02:59,  1.51s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 088/100 [S4:finetune]:  55%|▌| 145/264 [03:41<02:59,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  56%|▌| 147/264 [03:42<02:56,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:56,  1.51s/it, loss=0.500, mat=0.003, sens=0.712, deg=0.00
Ep 088/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:54,  1.50s/it, loss=0.500, mat=0.003, sens=0.712, deg=0.00
Ep 088/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:54,  1.50s/it, loss=0.569, mat=0.002, sens=0.811, deg=0.00
Ep 088/100 [S4:finetune]:  56%|▌| 149/264 [03:45<02:52,  1.50s/it, loss=0.569, mat=0.002, sens=0.811, deg=0.00
Ep 088/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:52,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:53,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:53,  1.53s/it, loss=0.633, mat=0.005, sens=0.901, deg=0.00
Ep 088/100 [S4:finetune]:  57%|▌| 151/264 [03:48<02:51,  1.52s/it, loss=0.633, mat=0.005, sens=0.901, deg=0.00
Ep 088/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:51,  1.52s/it, loss=0.515, mat=0.004, sens=0.733, deg=0.00
Ep 088/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:49,  1.51s/it, loss=0.515, mat=0.004, sens=0.733, deg=0.00
Ep 088/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:49,  1.51s/it, loss=0.633, mat=0.003, sens=0.903, deg=0.00
Ep 088/100 [S4:finetune]:  58%|▌| 153/264 [03:51<02:47,  1.51s/it, loss=0.633, mat=0.003, sens=0.903, deg=0.00
Ep 088/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.560, mat=0.005, sens=0.797, deg=0.00
Ep 088/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:46,  1.51s/it, loss=0.560, mat=0.005, sens=0.797, deg=0.00
Ep 088/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  59%|▌| 155/264 [03:54<02:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.50s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:42,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  59%|▌| 157/264 [03:57<02:40,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:40,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:39,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:39,  1.50s/it, loss=0.550, mat=0.002, sens=0.784, deg=0.00
Ep 088/100 [S4:finetune]:  60%|▌| 159/264 [04:00<02:37,  1.50s/it, loss=0.550, mat=0.002, sens=0.784, deg=0.00
Ep 088/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:37,  1.50s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 088/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:36,  1.50s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 088/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:36,  1.50s/it, loss=0.554, mat=0.003, sens=0.790, deg=0.00
Ep 088/100 [S4:finetune]:  61%|▌| 161/264 [04:03<02:35,  1.51s/it, loss=0.554, mat=0.003, sens=0.790, deg=0.00
Ep 088/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.556, mat=0.003, sens=0.790, deg=0.00
Ep 088/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:33,  1.51s/it, loss=0.556, mat=0.003, sens=0.790, deg=0.00
Ep 088/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:33,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  62%|▌| 163/264 [04:06<02:32,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.00
Ep 088/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:30,  1.51s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.00
Ep 088/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:30,  1.51s/it, loss=0.571, mat=0.004, sens=0.811, deg=0.00
Ep 088/100 [S4:finetune]:  62%|▋| 165/264 [04:09<02:29,  1.51s/it, loss=0.571, mat=0.004, sens=0.811, deg=0.00
Ep 088/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.582, mat=0.003, sens=0.828, deg=0.00
Ep 088/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:28,  1.51s/it, loss=0.582, mat=0.003, sens=0.828, deg=0.00
Ep 088/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:28,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  63%|▋| 167/264 [04:12<02:26,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.564, mat=0.003, sens=0.803, deg=0.00
Ep 088/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:24,  1.51s/it, loss=0.564, mat=0.003, sens=0.803, deg=0.00
Ep 088/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:25,  1.53s/it, loss=0.661, mat=0.004, sens=0.942, deg=0.00
Ep 088/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:23,  1.52s/it, loss=0.661, mat=0.004, sens=0.942, deg=0.00
Ep 088/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:23,  1.52s/it, loss=0.560, mat=0.004, sens=0.798, deg=0.00
Ep 088/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:21,  1.52s/it, loss=0.560, mat=0.004, sens=0.798, deg=0.00
Ep 088/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.542, mat=0.004, sens=0.772, deg=0.00
Ep 088/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:19,  1.51s/it, loss=0.542, mat=0.004, sens=0.772, deg=0.00
Ep 088/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.602, mat=0.003, sens=0.859, deg=0.00
Ep 088/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:10,  1.50s/it, loss=0.602, mat=0.003, sens=0.859, deg=0.00
Ep 088/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:10,  1.50s/it, loss=0.617, mat=0.004, sens=0.877, deg=0.00
Ep 088/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:09,  1.51s/it, loss=0.617, mat=0.004, sens=0.877, deg=0.00
Ep 088/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:07,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:07,  1.50s/it, loss=0.580, mat=0.003, sens=0.827, deg=0.00
Ep 088/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:06,  1.50s/it, loss=0.580, mat=0.003, sens=0.827, deg=0.00
Ep 088/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:06,  1.50s/it, loss=0.686, mat=0.003, sens=0.979, deg=0.00
Ep 088/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.686, mat=0.003, sens=0.979, deg=0.00
Ep 088/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  69%|▋| 182/264 [04:35<02:03,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:03,  1.51s/it, loss=0.618, mat=0.002, sens=0.880, deg=0.00
Ep 088/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:03,  1.53s/it, loss=0.618, mat=0.002, sens=0.880, deg=0.00
Ep 088/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:03,  1.53s/it, loss=0.626, mat=0.004, sens=0.893, deg=0.00
Ep 088/100 [S4:finetune]:  70%|▋| 184/264 [04:38<02:01,  1.52s/it, loss=0.626, mat=0.004, sens=0.893, deg=0.00
Ep 088/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.674, mat=0.004, sens=0.958, deg=0.00
Ep 088/100 [S4:finetune]:  70%|▋| 186/264 [04:41<01:58,  1.51s/it, loss=0.674, mat=0.004, sens=0.958, deg=0.00
Ep 088/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.51s/it, loss=0.605, mat=0.002, sens=0.862, deg=0.00
Ep 088/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.605, mat=0.002, sens=0.862, deg=0.00
Ep 088/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.653, mat=0.003, sens=0.927, deg=0.00
Ep 088/100 [S4:finetune]:  71%|▋| 188/264 [04:44<01:54,  1.51s/it, loss=0.653, mat=0.003, sens=0.927, deg=0.00
Ep 088/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.607, mat=0.003, sens=0.862, deg=0.00
Ep 088/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.51s/it, loss=0.607, mat=0.003, sens=0.862, deg=0.00
Ep 088/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.628, mat=0.003, sens=0.891, deg=0.00
Ep 088/100 [S4:finetune]:  72%|▋| 190/264 [04:47<01:52,  1.52s/it, loss=0.628, mat=0.003, sens=0.891, deg=0.00
Ep 088/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:52,  1.52s/it, loss=0.399, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:50,  1.51s/it, loss=0.399, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:50,  1.51s/it, loss=0.676, mat=0.002, sens=0.962, deg=0.00
Ep 088/100 [S4:finetune]:  73%|▋| 192/264 [04:50<01:48,  1.51s/it, loss=0.676, mat=0.002, sens=0.962, deg=0.00
Ep 088/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:48,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:47,  1.51s/it, loss=0.689, mat=0.004, sens=0.981, deg=0.00
Ep 088/100 [S4:finetune]:  73%|▋| 194/264 [04:53<01:45,  1.51s/it, loss=0.689, mat=0.004, sens=0.981, deg=0.00
Ep 088/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:45,  1.53s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:45,  1.53s/it, loss=0.605, mat=0.003, sens=0.861, deg=0.00
Ep 088/100 [S4:finetune]:  74%|▋| 196/264 [04:56<01:43,  1.52s/it, loss=0.605, mat=0.003, sens=0.861, deg=0.00
Ep 088/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:43,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:41,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.51s/it, loss=0.622, mat=0.003, sens=0.885, deg=0.00
Ep 088/100 [S4:finetune]:  75%|▊| 198/264 [04:59<01:39,  1.51s/it, loss=0.622, mat=0.003, sens=0.885, deg=0.00
Ep 088/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.608, mat=0.003, sens=0.866, deg=0.00
Ep 088/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:38,  1.51s/it, loss=0.608, mat=0.003, sens=0.866, deg=0.00
Ep 088/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  76%|▊| 200/264 [05:02<01:36,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.650, mat=0.003, sens=0.925, deg=0.00
Ep 088/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:34,  1.51s/it, loss=0.650, mat=0.003, sens=0.925, deg=0.00
Ep 088/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  77%|▊| 202/264 [05:05<01:33,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:31,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:31,  1.51s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.00
Ep 088/100 [S4:finetune]:  77%|▊| 204/264 [05:08<01:30,  1.50s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.00
Ep 088/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.50s/it, loss=0.566, mat=0.002, sens=0.807, deg=0.00
Ep 088/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:28,  1.50s/it, loss=0.566, mat=0.002, sens=0.807, deg=0.00
Ep 088/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:28,  1.50s/it, loss=0.636, mat=0.004, sens=0.906, deg=0.00
Ep 088/100 [S4:finetune]:  78%|▊| 206/264 [05:11<01:27,  1.51s/it, loss=0.636, mat=0.004, sens=0.906, deg=0.00
Ep 088/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.635, mat=0.003, sens=0.901, deg=0.00
Ep 088/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:25,  1.51s/it, loss=0.635, mat=0.003, sens=0.901, deg=0.00
Ep 088/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:25,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  79%|▊| 208/264 [05:14<01:24,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.50s/it, loss=0.668, mat=0.003, sens=0.952, deg=0.00
Ep 088/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:22,  1.50s/it, loss=0.668, mat=0.003, sens=0.952, deg=0.00
Ep 088/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:22,  1.50s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  80%|▊| 210/264 [05:17<01:21,  1.50s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:19,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:19,  1.50s/it, loss=0.618, mat=0.003, sens=0.880, deg=0.00
Ep 088/100 [S4:finetune]:  80%|▊| 212/264 [05:20<01:18,  1.50s/it, loss=0.618, mat=0.003, sens=0.880, deg=0.00
Ep 088/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:17,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.53s/it, loss=0.682, mat=0.003, sens=0.968, deg=0.00
Ep 088/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:16,  1.53s/it, loss=0.682, mat=0.003, sens=0.968, deg=0.00
Ep 088/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:16,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:14,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.52s/it, loss=0.669, mat=0.003, sens=0.951, deg=0.00
Ep 088/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.52s/it, loss=0.669, mat=0.003, sens=0.951, deg=0.00
Ep 088/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.52s/it, loss=0.709, mat=0.003, sens=1.011, deg=0.00
Ep 088/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:11,  1.52s/it, loss=0.709, mat=0.003, sens=1.011, deg=0.00
Ep 088/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.52s/it, loss=0.661, mat=0.003, sens=0.940, deg=0.00
Ep 088/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=0.661, mat=0.003, sens=0.940, deg=0.00
Ep 088/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:07,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.659, mat=0.004, sens=0.940, deg=0.00
Ep 088/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:04,  1.50s/it, loss=0.659, mat=0.004, sens=0.940, deg=0.00
Ep 088/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.50s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 088/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.50s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 088/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.50s/it, loss=0.722, mat=0.004, sens=1.028, deg=0.00
Ep 088/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:01,  1.50s/it, loss=0.722, mat=0.004, sens=1.028, deg=0.00
Ep 088/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:01,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:00,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  85%|▊| 225/264 [05:40<00:58,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:58,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.50s/it, loss=0.665, mat=0.004, sens=0.948, deg=0.00
Ep 088/100 [S4:finetune]:  86%|▊| 227/264 [05:43<00:55,  1.50s/it, loss=0.665, mat=0.004, sens=0.948, deg=0.00
Ep 088/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:55,  1.50s/it, loss=0.655, mat=0.004, sens=0.928, deg=0.00
Ep 088/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.52s/it, loss=0.655, mat=0.004, sens=0.928, deg=0.00
Ep 088/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.52s/it, loss=0.776, mat=0.003, sens=0.923, deg=0.00
Ep 088/100 [S4:finetune]:  87%|▊| 229/264 [05:46<00:53,  1.52s/it, loss=0.776, mat=0.003, sens=0.923, deg=0.00
Ep 088/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.620, mat=0.004, sens=0.882, deg=0.00
Ep 088/100 [S4:finetune]:  88%|▉| 231/264 [05:49<00:49,  1.51s/it, loss=0.620, mat=0.004, sens=0.882, deg=0.00
Ep 088/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.653, mat=0.003, sens=0.930, deg=0.00
Ep 088/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=0.653, mat=0.003, sens=0.930, deg=0.00
Ep 088/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  88%|▉| 233/264 [05:52<00:46,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.50s/it, loss=0.603, mat=0.003, sens=0.860, deg=0.00
Ep 088/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.50s/it, loss=0.603, mat=0.003, sens=0.860, deg=0.00
Ep 088/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  89%|▉| 235/264 [05:55<00:43,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.50s/it, loss=0.650, mat=0.003, sens=0.927, deg=0.00
Ep 088/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:42,  1.50s/it, loss=0.650, mat=0.003, sens=0.927, deg=0.00
Ep 088/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.50s/it, loss=0.632, mat=0.003, sens=0.899, deg=0.00
Ep 088/100 [S4:finetune]:  90%|▉| 237/264 [05:58<00:40,  1.50s/it, loss=0.632, mat=0.003, sens=0.899, deg=0.00
Ep 088/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:40,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.51s/it, loss=0.623, mat=0.004, sens=0.887, deg=0.00
Ep 088/100 [S4:finetune]:  91%|▉| 239/264 [06:01<00:37,  1.52s/it, loss=0.623, mat=0.004, sens=0.887, deg=0.00
Ep 088/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.52s/it, loss=0.582, mat=0.004, sens=0.828, deg=0.00
Ep 088/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.54s/it, loss=0.582, mat=0.004, sens=0.828, deg=0.00
Ep 088/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.54s/it, loss=0.557, mat=0.003, sens=0.795, deg=0.00
Ep 088/100 [S4:finetune]:  91%|▉| 241/264 [06:04<00:35,  1.53s/it, loss=0.557, mat=0.003, sens=0.795, deg=0.00
Ep 088/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:35,  1.53s/it, loss=0.597, mat=0.002, sens=0.850, deg=0.00
Ep 088/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.52s/it, loss=0.597, mat=0.002, sens=0.850, deg=0.00
Ep 088/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  92%|▉| 243/264 [06:07<00:31,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.51s/it, loss=1.732, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  93%|▉| 245/264 [06:10<00:28,  1.51s/it, loss=1.732, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  94%|▉| 247/264 [06:13<00:25,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.520, mat=0.002, sens=0.742, deg=0.00
Ep 088/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.51s/it, loss=0.520, mat=0.002, sens=0.742, deg=0.00
Ep 088/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.557, mat=0.002, sens=0.794, deg=0.00
Ep 088/100 [S4:finetune]:  94%|▉| 249/264 [06:16<00:22,  1.51s/it, loss=0.557, mat=0.002, sens=0.794, deg=0.00
Ep 088/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.572, mat=0.005, sens=0.815, deg=0.00
Ep 088/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.51s/it, loss=0.572, mat=0.005, sens=0.815, deg=0.00
Ep 088/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.539, mat=0.003, sens=0.768, deg=0.00
Ep 088/100 [S4:finetune]:  95%|▉| 251/264 [06:19<00:19,  1.50s/it, loss=0.539, mat=0.003, sens=0.768, deg=0.00
Ep 088/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  96%|▉| 253/264 [06:22<00:16,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.50s/it, loss=0.527, mat=0.002, sens=0.746, deg=0.01
Ep 088/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.50s/it, loss=0.527, mat=0.002, sens=0.746, deg=0.01
Ep 088/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.50s/it, loss=0.524, mat=0.003, sens=0.746, deg=0.00
Ep 088/100 [S4:finetune]:  97%|▉| 255/264 [06:25<00:13,  1.50s/it, loss=0.524, mat=0.003, sens=0.746, deg=0.00
Ep 088/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  97%|▉| 257/264 [06:28<00:10,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.50s/it, loss=0.539, mat=0.004, sens=0.767, deg=0.00
Ep 088/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.50s/it, loss=0.539, mat=0.004, sens=0.767, deg=0.00
Ep 088/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.50s/it, loss=0.504, mat=0.003, sens=0.718, deg=0.00
Ep 088/100 [S4:finetune]:  98%|▉| 259/264 [06:31<00:07,  1.53s/it, loss=0.504, mat=0.003, sens=0.718, deg=0.00
Ep 088/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.53s/it, loss=0.494, mat=0.003, sens=0.703, deg=0.00
Ep 088/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.52s/it, loss=0.494, mat=0.003, sens=0.703, deg=0.00
Ep 088/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:06,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  99%|▉| 261/264 [06:34<00:04,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.528, mat=0.003, sens=0.753, deg=0.00
Ep 088/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.51s/it, loss=0.528, mat=0.003, sens=0.753, deg=0.00
Ep 088/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.558, mat=0.002, sens=0.795, deg=0.00
Ep 088/100 [S4:finetune]: 100%|▉| 263/264 [06:37<00:01,  1.52s/it, loss=0.558, mat=0.002, sens=0.795, deg=0.00
Ep 088/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 088/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
                                                                                                              
Epoch 088/100 [S4:finetune]  loss=0.3413  mat=0.0032  sens=0.4722  deg=0.0002  orth=0.0098  α=0.3 β=0.7 γ=0.2  400s

Ep 089/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 089/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 089/100 [S4:finetune]:   0%| | 1/264 [00:02<08:49,  2.01s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 089/100 [S4:finetune]:   0%| | 1/264 [00:03<08:49,  2.01s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.015]
Ep 089/100 [S4:finetune]:   1%| | 2/264 [00:03<07:28,  1.71s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.015]
Ep 089/100 [S4:finetune]:   1%| | 2/264 [00:05<07:28,  1.71s/it, loss=0.548, mat=0.002, sens=0.781, deg=0.000]
Ep 089/100 [S4:finetune]:   1%| | 3/264 [00:05<07:01,  1.61s/it, loss=0.548, mat=0.002, sens=0.781, deg=0.000]
Ep 089/100 [S4:finetune]:   1%| | 3/264 [00:06<07:01,  1.61s/it, loss=0.534, mat=0.003, sens=0.760, deg=0.000]
Ep 089/100 [S4:finetune]:   2%| | 4/264 [00:06<06:47,  1.57s/it, loss=0.534, mat=0.003, sens=0.760, deg=0.000]
Ep 089/100 [S4:finetune]:   2%| | 4/264 [00:08<06:47,  1.57s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000]
Ep 089/100 [S4:finetune]:   2%| | 5/264 [00:08<06:39,  1.54s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000]
Ep 089/100 [S4:finetune]:   2%| | 5/264 [00:09<06:39,  1.54s/it, loss=0.482, mat=0.004, sens=0.684, deg=0.000]
Ep 089/100 [S4:finetune]:   2%| | 6/264 [00:09<06:34,  1.53s/it, loss=0.482, mat=0.004, sens=0.684, deg=0.000]
Ep 089/100 [S4:finetune]:   2%| | 6/264 [00:11<06:34,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.004]
Ep 089/100 [S4:finetune]:   3%| | 7/264 [00:11<06:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.004]
Ep 089/100 [S4:finetune]:   3%| | 7/264 [00:12<06:30,  1.52s/it, loss=0.529, mat=0.003, sens=0.755, deg=0.001]
Ep 089/100 [S4:finetune]:   3%| | 8/264 [00:12<06:27,  1.51s/it, loss=0.529, mat=0.003, sens=0.755, deg=0.001]
Ep 089/100 [S4:finetune]:   3%| | 8/264 [00:14<06:27,  1.51s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.000]
Ep 089/100 [S4:finetune]:   3%| | 9/264 [00:14<06:24,  1.51s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.000]
Ep 089/100 [S4:finetune]:   3%| | 9/264 [00:15<06:24,  1.51s/it, loss=0.518, mat=0.003, sens=0.737, deg=0.000]
Ep 089/100 [S4:finetune]:   4%| | 10/264 [00:15<06:22,  1.51s/it, loss=0.518, mat=0.003, sens=0.737, deg=0.000
Ep 089/100 [S4:finetune]:   4%| | 10/264 [00:17<06:22,  1.51s/it, loss=0.560, mat=0.004, sens=0.798, deg=0.001
Ep 089/100 [S4:finetune]:   4%| | 11/264 [00:17<06:29,  1.54s/it, loss=0.560, mat=0.004, sens=0.798, deg=0.001
Ep 089/100 [S4:finetune]:   4%| | 11/264 [00:18<06:29,  1.54s/it, loss=0.511, mat=0.003, sens=0.729, deg=0.000
Ep 089/100 [S4:finetune]:   5%| | 12/264 [00:18<06:25,  1.53s/it, loss=0.511, mat=0.003, sens=0.729, deg=0.000
Ep 089/100 [S4:finetune]:   5%| | 12/264 [00:20<06:25,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 089/100 [S4:finetune]:   5%| | 13/264 [00:20<06:22,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 089/100 [S4:finetune]:   5%| | 13/264 [00:21<06:22,  1.52s/it, loss=0.512, mat=0.003, sens=0.727, deg=0.008
Ep 089/100 [S4:finetune]:   5%| | 14/264 [00:21<06:19,  1.52s/it, loss=0.512, mat=0.003, sens=0.727, deg=0.008
Ep 089/100 [S4:finetune]:   5%| | 14/264 [00:23<06:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   6%| | 15/264 [00:23<06:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   6%| | 15/264 [00:24<06:17,  1.52s/it, loss=0.515, mat=0.003, sens=0.731, deg=0.001
Ep 089/100 [S4:finetune]:   6%| | 16/264 [00:24<06:15,  1.52s/it, loss=0.515, mat=0.003, sens=0.731, deg=0.001
Ep 089/100 [S4:finetune]:   6%| | 16/264 [00:26<06:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.002
Ep 089/100 [S4:finetune]:   6%| | 17/264 [00:26<06:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.002
Ep 089/100 [S4:finetune]:   6%| | 17/264 [00:27<06:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   7%| | 18/264 [00:27<06:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   7%| | 18/264 [00:29<06:11,  1.51s/it, loss=0.524, mat=0.004, sens=0.743, deg=0.000
Ep 089/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.524, mat=0.004, sens=0.743, deg=0.000
Ep 089/100 [S4:finetune]:   7%| | 19/264 [00:30<06:10,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   8%| | 20/264 [00:30<06:08,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   8%| | 20/264 [00:32<06:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   8%| | 21/264 [00:32<06:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   8%| | 21/264 [00:33<06:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   8%| | 22/264 [00:33<06:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   8%| | 22/264 [00:35<06:04,  1.51s/it, loss=0.560, mat=0.004, sens=0.798, deg=0.000
Ep 089/100 [S4:finetune]:   9%| | 23/264 [00:35<06:06,  1.52s/it, loss=0.560, mat=0.004, sens=0.798, deg=0.000
Ep 089/100 [S4:finetune]:   9%| | 23/264 [00:36<06:06,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   9%| | 24/264 [00:36<06:03,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:   9%| | 24/264 [00:38<06:03,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.000
Ep 089/100 [S4:finetune]:   9%| | 25/264 [00:38<06:02,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.000
Ep 089/100 [S4:finetune]:   9%| | 25/264 [00:39<06:02,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  10%| | 26/264 [00:39<06:05,  1.54s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  10%| | 26/264 [00:41<06:05,  1.54s/it, loss=0.567, mat=0.003, sens=0.799, deg=0.028
Ep 089/100 [S4:finetune]:  10%| | 27/264 [00:41<06:01,  1.53s/it, loss=0.567, mat=0.003, sens=0.799, deg=0.028
Ep 089/100 [S4:finetune]:  10%| | 27/264 [00:42<06:01,  1.53s/it, loss=0.583, mat=0.002, sens=0.831, deg=0.000
Ep 089/100 [S4:finetune]:  11%| | 28/264 [00:42<05:58,  1.52s/it, loss=0.583, mat=0.002, sens=0.831, deg=0.000
Ep 089/100 [S4:finetune]:  11%| | 28/264 [00:44<05:58,  1.52s/it, loss=0.549, mat=0.004, sens=0.779, deg=0.000
Ep 089/100 [S4:finetune]:  11%| | 29/264 [00:44<05:56,  1.52s/it, loss=0.549, mat=0.004, sens=0.779, deg=0.000
Ep 089/100 [S4:finetune]:  11%| | 29/264 [00:45<05:56,  1.52s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.000
Ep 089/100 [S4:finetune]:  11%| | 30/264 [00:45<05:54,  1.52s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.000
Ep 089/100 [S4:finetune]:  11%| | 30/264 [00:47<05:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  12%| | 31/264 [00:48<05:52,  1.51s/it, loss=0.551, mat=0.003, sens=0.784, deg=0.000
Ep 089/100 [S4:finetune]:  12%| | 32/264 [00:48<05:49,  1.51s/it, loss=0.551, mat=0.003, sens=0.784, deg=0.000
Ep 089/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=0.539, mat=0.002, sens=0.767, deg=0.000
Ep 089/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.539, mat=0.002, sens=0.767, deg=0.000
Ep 089/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:48,  1.51s/it, loss=0.550, mat=0.003, sens=0.779, deg=0.000
Ep 089/100 [S4:finetune]:  13%|▏| 34/264 [00:51<05:46,  1.51s/it, loss=0.550, mat=0.003, sens=0.779, deg=0.000
Ep 089/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:46,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 089/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 089/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  14%|▏| 36/264 [00:54<05:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:43,  1.51s/it, loss=0.573, mat=0.003, sens=0.816, deg=0.000
Ep 089/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:42,  1.51s/it, loss=0.573, mat=0.003, sens=0.816, deg=0.000
Ep 089/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:42,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:45,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:45,  1.53s/it, loss=0.507, mat=0.003, sens=0.722, deg=0.000
Ep 089/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:42,  1.52s/it, loss=0.507, mat=0.003, sens=0.722, deg=0.000
Ep 089/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:42,  1.52s/it, loss=0.568, mat=0.003, sens=0.807, deg=0.001
Ep 089/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:40,  1.52s/it, loss=0.568, mat=0.003, sens=0.807, deg=0.001
Ep 089/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:40,  1.52s/it, loss=0.618, mat=0.004, sens=0.879, deg=0.002
Ep 089/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.618, mat=0.004, sens=0.879, deg=0.002
Ep 089/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.571, mat=0.003, sens=0.806, deg=0.000
Ep 089/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.571, mat=0.003, sens=0.806, deg=0.000
Ep 089/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.002
Ep 089/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:33,  1.51s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.002
Ep 089/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:33,  1.51s/it, loss=0.610, mat=0.003, sens=0.869, deg=0.000
Ep 089/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:32,  1.51s/it, loss=0.610, mat=0.003, sens=0.869, deg=0.000
Ep 089/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:32,  1.51s/it, loss=0.650, mat=0.003, sens=0.926, deg=0.000
Ep 089/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:30,  1.51s/it, loss=0.650, mat=0.003, sens=0.926, deg=0.000
Ep 089/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:30,  1.51s/it, loss=0.546, mat=0.004, sens=0.775, deg=0.001
Ep 089/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:29,  1.51s/it, loss=0.546, mat=0.004, sens=0.775, deg=0.001
Ep 089/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:29,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:29,  1.52s/it, loss=0.753, mat=0.004, sens=1.073, deg=0.000
Ep 089/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:28,  1.52s/it, loss=0.753, mat=0.004, sens=1.073, deg=0.000
Ep 089/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:28,  1.52s/it, loss=0.677, mat=0.005, sens=0.963, deg=0.000
Ep 089/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:25,  1.52s/it, loss=0.677, mat=0.005, sens=0.963, deg=0.000
Ep 089/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:25,  1.52s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.000
Ep 089/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:24,  1.51s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.000
Ep 089/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:22,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:22,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:20,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:20,  1.51s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.000
Ep 089/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:18,  1.51s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.000
Ep 089/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:18,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:16,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:18,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:18,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:12,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:10,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:10,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:08,  1.51s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.000
Ep 089/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:06,  1.51s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.000
Ep 089/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:04,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:04,  1.51s/it, loss=0.674, mat=0.003, sens=0.959, deg=0.000
Ep 089/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:03,  1.51s/it, loss=0.674, mat=0.003, sens=0.959, deg=0.000
Ep 089/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:03,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  25%|▏| 65/264 [01:38<05:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:00,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:58,  1.51s/it, loss=0.673, mat=0.003, sens=0.959, deg=0.000
Ep 089/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=0.673, mat=0.003, sens=0.959, deg=0.000
Ep 089/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:55,  1.51s/it, loss=0.668, mat=0.003, sens=0.952, deg=0.000
Ep 089/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:54,  1.51s/it, loss=0.668, mat=0.003, sens=0.952, deg=0.000
Ep 089/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:56,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:55,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:55,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:53,  1.53s/it, loss=0.637, mat=0.003, sens=0.907, deg=0.000
Ep 089/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:50,  1.52s/it, loss=0.637, mat=0.003, sens=0.907, deg=0.000
Ep 089/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:47,  1.52s/it, loss=0.650, mat=0.004, sens=0.924, deg=0.000
Ep 089/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:45,  1.51s/it, loss=0.650, mat=0.004, sens=0.924, deg=0.000
Ep 089/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:45,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.000
Ep 089/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:44,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.000
Ep 089/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:40,  1.51s/it, loss=0.606, mat=0.004, sens=0.863, deg=0.000
Ep 089/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:39,  1.51s/it, loss=0.606, mat=0.004, sens=0.863, deg=0.000
Ep 089/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:39,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:37,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:37,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:35,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:35,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:38,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:38,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:35,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:32,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:32,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:30,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:28,  1.51s/it, loss=0.594, mat=0.002, sens=0.844, deg=0.000
Ep 089/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.594, mat=0.002, sens=0.844, deg=0.000
Ep 089/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:27,  1.51s/it, loss=0.545, mat=0.003, sens=0.776, deg=0.000
Ep 089/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:25,  1.51s/it, loss=0.545, mat=0.003, sens=0.776, deg=0.000
Ep 089/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:25,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:24,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:22,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:22,  1.51s/it, loss=0.595, mat=0.003, sens=0.848, deg=0.000
Ep 089/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:21,  1.51s/it, loss=0.595, mat=0.003, sens=0.848, deg=0.000
Ep 089/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:21,  1.51s/it, loss=0.582, mat=0.004, sens=0.830, deg=0.000
Ep 089/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:19,  1.51s/it, loss=0.582, mat=0.004, sens=0.830, deg=0.000
Ep 089/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:19,  1.51s/it, loss=0.533, mat=0.003, sens=0.757, deg=0.000
Ep 089/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:18,  1.51s/it, loss=0.533, mat=0.003, sens=0.757, deg=0.000
Ep 089/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:16,  1.51s/it, loss=0.551, mat=0.003, sens=0.786, deg=0.000
Ep 089/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:15,  1.51s/it, loss=0.551, mat=0.003, sens=0.786, deg=0.000
Ep 089/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:15,  1.51s/it, loss=0.590, mat=0.003, sens=0.839, deg=0.000
Ep 089/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:15,  1.52s/it, loss=0.590, mat=0.003, sens=0.839, deg=0.000
Ep 089/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:13,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:12,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:12,  1.52s/it, loss=0.562, mat=0.004, sens=0.801, deg=0.000
Ep 089/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:10,  1.52s/it, loss=0.562, mat=0.004, sens=0.801, deg=0.000
Ep 089/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:10,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 089/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:13,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:13,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:09,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:09,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:06,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:06,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:04,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:00,  1.51s/it, loss=0.560, mat=0.004, sens=0.798, deg=0.00
Ep 089/100 [S4:finetune]:  40%|▍| 106/264 [02:40<03:58,  1.51s/it, loss=0.560, mat=0.004, sens=0.798, deg=0.00
Ep 089/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:58,  1.51s/it, loss=0.539, mat=0.003, sens=0.769, deg=0.00
Ep 089/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:57,  1.51s/it, loss=0.539, mat=0.003, sens=0.769, deg=0.00
Ep 089/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:57,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:55,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:55,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:53,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:53,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:52,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:52,  1.51s/it, loss=0.577, mat=0.003, sens=0.820, deg=0.00
Ep 089/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:50,  1.51s/it, loss=0.577, mat=0.003, sens=0.820, deg=0.00
Ep 089/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:47,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:47,  1.51s/it, loss=0.527, mat=0.004, sens=0.749, deg=0.00
Ep 089/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.527, mat=0.004, sens=0.749, deg=0.00
Ep 089/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:48,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:48,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:45,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:45,  1.53s/it, loss=0.555, mat=0.004, sens=0.790, deg=0.00
Ep 089/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:43,  1.52s/it, loss=0.555, mat=0.004, sens=0.790, deg=0.00
Ep 089/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:43,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:41,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:39,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:39,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:39,  1.53s/it, loss=0.534, mat=0.003, sens=0.762, deg=0.00
Ep 089/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:37,  1.52s/it, loss=0.534, mat=0.003, sens=0.762, deg=0.00
Ep 089/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:33,  1.51s/it, loss=0.576, mat=0.003, sens=0.818, deg=0.00
Ep 089/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:32,  1.51s/it, loss=0.576, mat=0.003, sens=0.818, deg=0.00
Ep 089/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:32,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:30,  1.51s/it, loss=0.541, mat=0.004, sens=0.771, deg=0.00
Ep 089/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=0.541, mat=0.004, sens=0.771, deg=0.00
Ep 089/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:29,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:29,  1.53s/it, loss=0.532, mat=0.004, sens=0.758, deg=0.00
Ep 089/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:27,  1.53s/it, loss=0.532, mat=0.004, sens=0.758, deg=0.00
Ep 089/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.53s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.00
Ep 089/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:25,  1.52s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.00
Ep 089/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:25,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:23,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.514, mat=0.003, sens=0.733, deg=0.00
Ep 089/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:21,  1.52s/it, loss=0.514, mat=0.003, sens=0.733, deg=0.00
Ep 089/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:19,  1.51s/it, loss=0.510, mat=0.002, sens=0.727, deg=0.00
Ep 089/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:18,  1.51s/it, loss=0.510, mat=0.002, sens=0.727, deg=0.00
Ep 089/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:16,  1.51s/it, loss=0.500, mat=0.002, sens=0.713, deg=0.00
Ep 089/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:14,  1.51s/it, loss=0.500, mat=0.002, sens=0.713, deg=0.00
Ep 089/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:14,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:13,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.501, mat=0.003, sens=0.705, deg=0.00
Ep 089/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:11,  1.51s/it, loss=0.501, mat=0.003, sens=0.705, deg=0.00
Ep 089/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:11,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:10,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.506, mat=0.003, sens=0.721, deg=0.00
Ep 089/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:09,  1.51s/it, loss=0.506, mat=0.003, sens=0.721, deg=0.00
Ep 089/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.51s/it, loss=0.515, mat=0.003, sens=0.733, deg=0.00
Ep 089/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.515, mat=0.003, sens=0.733, deg=0.00
Ep 089/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:02,  1.52s/it, loss=0.493, mat=0.003, sens=0.703, deg=0.00
Ep 089/100 [S4:finetune]:  55%|▌| 145/264 [03:40<03:00,  1.52s/it, loss=0.493, mat=0.003, sens=0.703, deg=0.00
Ep 089/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:00,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  55%|▌| 146/264 [03:41<03:01,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:01,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:58,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:58,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:56,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:54,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.544, mat=0.003, sens=0.776, deg=0.00
Ep 089/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:52,  1.52s/it, loss=0.544, mat=0.003, sens=0.776, deg=0.00
Ep 089/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:51,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:51,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:49,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:49,  1.51s/it, loss=0.523, mat=0.003, sens=0.745, deg=0.00
Ep 089/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:47,  1.51s/it, loss=0.523, mat=0.003, sens=0.745, deg=0.00
Ep 089/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:44,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.531, mat=0.004, sens=0.756, deg=0.00
Ep 089/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:43,  1.51s/it, loss=0.531, mat=0.004, sens=0.756, deg=0.00
Ep 089/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:43,  1.51s/it, loss=0.527, mat=0.003, sens=0.752, deg=0.00
Ep 089/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:41,  1.51s/it, loss=0.527, mat=0.003, sens=0.752, deg=0.00
Ep 089/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.514, mat=0.002, sens=0.733, deg=0.00
Ep 089/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.514, mat=0.002, sens=0.733, deg=0.00
Ep 089/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:39,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:39,  1.53s/it, loss=0.514, mat=0.003, sens=0.732, deg=0.00
Ep 089/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:37,  1.53s/it, loss=0.514, mat=0.003, sens=0.732, deg=0.00
Ep 089/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:37,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:35,  1.52s/it, loss=0.516, mat=0.004, sens=0.735, deg=0.00
Ep 089/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:33,  1.52s/it, loss=0.516, mat=0.004, sens=0.735, deg=0.00
Ep 089/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:33,  1.52s/it, loss=0.535, mat=0.003, sens=0.763, deg=0.00
Ep 089/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:31,  1.52s/it, loss=0.535, mat=0.003, sens=0.763, deg=0.00
Ep 089/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:31,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.51s/it, loss=0.535, mat=0.004, sens=0.763, deg=0.00
Ep 089/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:26,  1.51s/it, loss=0.535, mat=0.004, sens=0.763, deg=0.00
Ep 089/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:25,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:25,  1.51s/it, loss=0.581, mat=0.003, sens=0.826, deg=0.00
Ep 089/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:24,  1.52s/it, loss=0.581, mat=0.003, sens=0.826, deg=0.00
Ep 089/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:24,  1.52s/it, loss=0.523, mat=0.002, sens=0.745, deg=0.00
Ep 089/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:22,  1.52s/it, loss=0.523, mat=0.002, sens=0.745, deg=0.00
Ep 089/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.544, mat=0.005, sens=0.775, deg=0.00
Ep 089/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:21,  1.52s/it, loss=0.544, mat=0.005, sens=0.775, deg=0.00
Ep 089/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:21,  1.54s/it, loss=0.527, mat=0.003, sens=0.751, deg=0.00
Ep 089/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:19,  1.53s/it, loss=0.527, mat=0.003, sens=0.751, deg=0.00
Ep 089/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:19,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:17,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:17,  1.52s/it, loss=0.518, mat=0.003, sens=0.735, deg=0.00
Ep 089/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:15,  1.52s/it, loss=0.518, mat=0.003, sens=0.735, deg=0.00
Ep 089/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:15,  1.52s/it, loss=0.514, mat=0.003, sens=0.731, deg=0.00
Ep 089/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:13,  1.52s/it, loss=0.514, mat=0.003, sens=0.731, deg=0.00
Ep 089/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:13,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.00
Ep 089/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:11,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.00
Ep 089/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.52s/it, loss=0.549, mat=0.002, sens=0.783, deg=0.00
Ep 089/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:10,  1.52s/it, loss=0.549, mat=0.002, sens=0.783, deg=0.00
Ep 089/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:08,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.51s/it, loss=0.592, mat=0.002, sens=0.844, deg=0.00
Ep 089/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.592, mat=0.002, sens=0.844, deg=0.00
Ep 089/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.51s/it, loss=0.534, mat=0.004, sens=0.760, deg=0.00
Ep 089/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:02,  1.51s/it, loss=0.534, mat=0.004, sens=0.760, deg=0.00
Ep 089/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:02,  1.51s/it, loss=0.561, mat=0.003, sens=0.801, deg=0.00
Ep 089/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:01,  1.51s/it, loss=0.561, mat=0.003, sens=0.801, deg=0.00
Ep 089/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.52s/it, loss=0.567, mat=0.004, sens=0.807, deg=0.00
Ep 089/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:58,  1.51s/it, loss=0.567, mat=0.004, sens=0.807, deg=0.00
Ep 089/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:53,  1.51s/it, loss=0.589, mat=0.003, sens=0.841, deg=0.00
Ep 089/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:53,  1.54s/it, loss=0.589, mat=0.003, sens=0.841, deg=0.00
Ep 089/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:53,  1.54s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.00
Ep 089/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:51,  1.53s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.00
Ep 089/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.53s/it, loss=0.578, mat=0.003, sens=0.823, deg=0.00
Ep 089/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:49,  1.52s/it, loss=0.578, mat=0.003, sens=0.823, deg=0.00
Ep 089/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.52s/it, loss=0.603, mat=0.003, sens=0.860, deg=0.00
Ep 089/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:48,  1.53s/it, loss=0.603, mat=0.003, sens=0.860, deg=0.00
Ep 089/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:48,  1.53s/it, loss=0.553, mat=0.002, sens=0.787, deg=0.00
Ep 089/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:46,  1.53s/it, loss=0.553, mat=0.002, sens=0.787, deg=0.00
Ep 089/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.53s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.00
Ep 089/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:44,  1.52s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.00
Ep 089/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:43,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.51s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 089/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 089/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:33,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:32,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:30,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:30,  1.53s/it, loss=0.636, mat=0.004, sens=0.907, deg=0.00
Ep 089/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:28,  1.53s/it, loss=0.636, mat=0.004, sens=0.907, deg=0.00
Ep 089/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:26,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.52s/it, loss=0.651, mat=0.003, sens=0.929, deg=0.00
Ep 089/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:23,  1.52s/it, loss=0.651, mat=0.003, sens=0.929, deg=0.00
Ep 089/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=0.545, mat=0.003, sens=0.776, deg=0.00
Ep 089/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:21,  1.52s/it, loss=0.545, mat=0.003, sens=0.776, deg=0.00
Ep 089/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:21,  1.52s/it, loss=0.626, mat=0.002, sens=0.892, deg=0.00
Ep 089/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:20,  1.52s/it, loss=0.626, mat=0.002, sens=0.892, deg=0.00
Ep 089/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.52s/it, loss=0.620, mat=0.004, sens=0.884, deg=0.00
Ep 089/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:17,  1.51s/it, loss=0.620, mat=0.004, sens=0.884, deg=0.00
Ep 089/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.51s/it, loss=0.560, mat=0.002, sens=0.798, deg=0.00
Ep 089/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:15,  1.51s/it, loss=0.560, mat=0.002, sens=0.798, deg=0.00
Ep 089/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.51s/it, loss=0.594, mat=0.004, sens=0.847, deg=0.00
Ep 089/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:14,  1.51s/it, loss=0.594, mat=0.004, sens=0.847, deg=0.00
Ep 089/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.51s/it, loss=0.681, mat=0.003, sens=0.971, deg=0.00
Ep 089/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.51s/it, loss=0.681, mat=0.003, sens=0.971, deg=0.00
Ep 089/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:13,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:13,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:11,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:11,  1.54s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.00
Ep 089/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:09,  1.54s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.00
Ep 089/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:09,  1.54s/it, loss=0.633, mat=0.002, sens=0.902, deg=0.00
Ep 089/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:07,  1.53s/it, loss=0.633, mat=0.002, sens=0.902, deg=0.00
Ep 089/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:07,  1.53s/it, loss=0.604, mat=0.002, sens=0.861, deg=0.00
Ep 089/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:05,  1.52s/it, loss=0.604, mat=0.002, sens=0.861, deg=0.00
Ep 089/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.52s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 089/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:02,  1.52s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 089/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.622, mat=0.004, sens=0.884, deg=0.00
Ep 089/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.52s/it, loss=0.622, mat=0.004, sens=0.884, deg=0.00
Ep 089/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:59,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:56,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.51s/it, loss=0.577, mat=0.003, sens=0.822, deg=0.00
Ep 089/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:52,  1.51s/it, loss=0.577, mat=0.003, sens=0.822, deg=0.00
Ep 089/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:52,  1.51s/it, loss=0.604, mat=0.003, sens=0.862, deg=0.00
Ep 089/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.604, mat=0.003, sens=0.862, deg=0.00
Ep 089/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.51s/it, loss=0.600, mat=0.004, sens=0.854, deg=0.00
Ep 089/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:49,  1.51s/it, loss=0.600, mat=0.004, sens=0.854, deg=0.00
Ep 089/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:49,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.00
Ep 089/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.00
Ep 089/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:46,  1.51s/it, loss=0.554, mat=0.004, sens=0.789, deg=0.00
Ep 089/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.51s/it, loss=0.554, mat=0.004, sens=0.789, deg=0.00
Ep 089/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:43,  1.51s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.00
Ep 089/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:43,  1.54s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.00
Ep 089/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:43,  1.54s/it, loss=0.619, mat=0.003, sens=0.879, deg=0.00
Ep 089/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:41,  1.53s/it, loss=0.619, mat=0.003, sens=0.879, deg=0.00
Ep 089/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:35,  1.52s/it, loss=0.562, mat=0.002, sens=0.801, deg=0.00
Ep 089/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.52s/it, loss=0.562, mat=0.002, sens=0.801, deg=0.00
Ep 089/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.52s/it, loss=0.590, mat=0.003, sens=0.841, deg=0.00
Ep 089/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.52s/it, loss=0.590, mat=0.003, sens=0.841, deg=0.00
Ep 089/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.52s/it, loss=0.680, mat=0.003, sens=0.970, deg=0.00
Ep 089/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.52s/it, loss=0.680, mat=0.003, sens=0.970, deg=0.00
Ep 089/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.52s/it, loss=0.529, mat=0.004, sens=0.752, deg=0.00
Ep 089/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.529, mat=0.004, sens=0.752, deg=0.00
Ep 089/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.51s/it, loss=0.586, mat=0.004, sens=0.835, deg=0.00
Ep 089/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.586, mat=0.004, sens=0.835, deg=0.00
Ep 089/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.575, mat=0.005, sens=0.819, deg=0.00
Ep 089/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.575, mat=0.005, sens=0.819, deg=0.00
Ep 089/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.53s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.00
Ep 089/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.53s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.00
Ep 089/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.590, mat=0.003, sens=0.841, deg=0.00
Ep 089/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.52s/it, loss=0.590, mat=0.003, sens=0.841, deg=0.00
Ep 089/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.00
Ep 089/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.52s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.00
Ep 089/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.51s/it, loss=0.697, mat=0.003, sens=0.993, deg=0.00
Ep 089/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.697, mat=0.003, sens=0.993, deg=0.00
Ep 089/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.525, mat=0.003, sens=0.749, deg=0.00
Ep 089/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.525, mat=0.003, sens=0.749, deg=0.00
Ep 089/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.611, mat=0.004, sens=0.871, deg=0.00
Ep 089/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.51s/it, loss=0.611, mat=0.004, sens=0.871, deg=0.00
Ep 089/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.00
Ep 089/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.53s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.00
Ep 089/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 089/100 [S4:finetune]: 100%|█| 264/264 [06:40<00:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 089/100 [S4:finetune]  loss=0.2733  mat=0.0032  sens=0.3879  deg=0.0004  orth=0.0008  α=0.3 β=0.7 γ=0.2  401s

Ep 090/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 090/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.555, mat=0.002, sens=0.791, deg=0.000]
Ep 090/100 [S4:finetune]:   0%| | 1/264 [00:02<09:15,  2.11s/it, loss=0.555, mat=0.002, sens=0.791, deg=0.000]
Ep 090/100 [S4:finetune]:   0%| | 1/264 [00:03<09:15,  2.11s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   1%| | 2/264 [00:03<07:40,  1.76s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   1%| | 2/264 [00:05<07:40,  1.76s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   1%| | 3/264 [00:05<07:08,  1.64s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   1%| | 3/264 [00:06<07:08,  1.64s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   2%| | 4/264 [00:06<06:53,  1.59s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   2%| | 4/264 [00:08<06:53,  1.59s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   2%| | 5/264 [00:08<06:43,  1.56s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   2%| | 5/264 [00:09<06:43,  1.56s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   2%| | 6/264 [00:09<06:37,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   2%| | 6/264 [00:11<06:37,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   3%| | 7/264 [00:11<06:33,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   3%| | 7/264 [00:12<06:33,  1.53s/it, loss=0.567, mat=0.003, sens=0.807, deg=0.000]
Ep 090/100 [S4:finetune]:   3%| | 8/264 [00:12<06:29,  1.52s/it, loss=0.567, mat=0.003, sens=0.807, deg=0.000]
Ep 090/100 [S4:finetune]:   3%| | 8/264 [00:14<06:29,  1.52s/it, loss=0.588, mat=0.003, sens=0.838, deg=0.000]
Ep 090/100 [S4:finetune]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.588, mat=0.003, sens=0.838, deg=0.000]
Ep 090/100 [S4:finetune]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000]
Ep 090/100 [S4:finetune]:   4%| | 10/264 [00:15<06:34,  1.55s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   4%| | 10/264 [00:17<06:34,  1.55s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   4%| | 11/264 [00:17<06:29,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   4%| | 11/264 [00:18<06:29,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   5%| | 12/264 [00:18<06:25,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   5%| | 12/264 [00:20<06:25,  1.53s/it, loss=0.599, mat=0.004, sens=0.852, deg=0.000
Ep 090/100 [S4:finetune]:   5%| | 13/264 [00:20<06:22,  1.52s/it, loss=0.599, mat=0.004, sens=0.852, deg=0.000
Ep 090/100 [S4:finetune]:   5%| | 13/264 [00:21<06:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   5%| | 14/264 [00:21<06:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   5%| | 14/264 [00:23<06:20,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.000
Ep 090/100 [S4:finetune]:   6%| | 15/264 [00:23<06:17,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.000
Ep 090/100 [S4:finetune]:   6%| | 15/264 [00:24<06:17,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   6%| | 16/264 [00:24<06:15,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   6%| | 16/264 [00:26<06:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   6%| | 17/264 [00:26<06:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   6%| | 17/264 [00:27<06:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   7%| | 18/264 [00:27<06:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   7%| | 18/264 [00:29<06:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   7%| | 19/264 [00:29<06:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:   7%| | 19/264 [00:30<06:09,  1.51s/it, loss=0.555, mat=0.002, sens=0.790, deg=0.000
Ep 090/100 [S4:finetune]:   8%| | 20/264 [00:30<06:08,  1.51s/it, loss=0.555, mat=0.002, sens=0.790, deg=0.000
Ep 090/100 [S4:finetune]:   8%| | 20/264 [00:32<06:08,  1.51s/it, loss=0.549, mat=0.003, sens=0.782, deg=0.000
Ep 090/100 [S4:finetune]:   8%| | 21/264 [00:32<06:06,  1.51s/it, loss=0.549, mat=0.003, sens=0.782, deg=0.000
Ep 090/100 [S4:finetune]:   8%| | 21/264 [00:33<06:06,  1.51s/it, loss=0.638, mat=0.004, sens=0.908, deg=0.000
Ep 090/100 [S4:finetune]:   8%| | 22/264 [00:33<06:05,  1.51s/it, loss=0.638, mat=0.004, sens=0.908, deg=0.000
Ep 090/100 [S4:finetune]:   8%| | 22/264 [00:35<06:05,  1.51s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.000
Ep 090/100 [S4:finetune]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.000
Ep 090/100 [S4:finetune]:   9%| | 23/264 [00:36<06:04,  1.51s/it, loss=0.619, mat=0.003, sens=0.880, deg=0.000
Ep 090/100 [S4:finetune]:   9%| | 24/264 [00:36<06:03,  1.51s/it, loss=0.619, mat=0.003, sens=0.880, deg=0.000
Ep 090/100 [S4:finetune]:   9%| | 24/264 [00:38<06:03,  1.51s/it, loss=0.596, mat=0.002, sens=0.850, deg=0.000
Ep 090/100 [S4:finetune]:   9%| | 25/264 [00:38<06:03,  1.52s/it, loss=0.596, mat=0.002, sens=0.850, deg=0.000
Ep 090/100 [S4:finetune]:   9%| | 25/264 [00:39<06:03,  1.52s/it, loss=0.660, mat=0.003, sens=0.942, deg=0.000
Ep 090/100 [S4:finetune]:  10%| | 26/264 [00:39<06:01,  1.52s/it, loss=0.660, mat=0.003, sens=0.942, deg=0.000
Ep 090/100 [S4:finetune]:  10%| | 26/264 [00:41<06:01,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  10%| | 27/264 [00:41<05:59,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  10%| | 27/264 [00:43<05:59,  1.52s/it, loss=0.537, mat=0.003, sens=0.765, deg=0.000
Ep 090/100 [S4:finetune]:  11%| | 28/264 [00:43<05:57,  1.51s/it, loss=0.537, mat=0.003, sens=0.765, deg=0.000
Ep 090/100 [S4:finetune]:  11%| | 28/264 [00:44<05:57,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  11%| | 29/264 [00:44<06:01,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  11%| | 29/264 [00:46<06:01,  1.54s/it, loss=0.567, mat=0.004, sens=0.805, deg=0.000
Ep 090/100 [S4:finetune]:  11%| | 30/264 [00:46<05:57,  1.53s/it, loss=0.567, mat=0.004, sens=0.805, deg=0.000
Ep 090/100 [S4:finetune]:  11%| | 30/264 [00:47<05:57,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  12%| | 31/264 [00:47<05:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  12%| | 31/264 [00:49<05:54,  1.52s/it, loss=0.579, mat=0.002, sens=0.824, deg=0.000
Ep 090/100 [S4:finetune]:  12%| | 32/264 [00:49<05:51,  1.52s/it, loss=0.579, mat=0.002, sens=0.824, deg=0.000
Ep 090/100 [S4:finetune]:  12%| | 32/264 [00:50<05:51,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:48,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:46,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:44,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:44,  1.51s/it, loss=0.571, mat=0.004, sens=0.810, deg=0.000
Ep 090/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:43,  1.51s/it, loss=0.571, mat=0.004, sens=0.810, deg=0.000
Ep 090/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:43,  1.51s/it, loss=0.560, mat=0.002, sens=0.792, deg=0.000
Ep 090/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:42,  1.51s/it, loss=0.560, mat=0.002, sens=0.792, deg=0.000
Ep 090/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:40,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.51s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.000
Ep 090/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.000
Ep 090/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.514, mat=0.004, sens=0.733, deg=0.000
Ep 090/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:36,  1.51s/it, loss=0.514, mat=0.004, sens=0.733, deg=0.000
Ep 090/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:36,  1.51s/it, loss=0.576, mat=0.004, sens=0.819, deg=0.000
Ep 090/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:39,  1.54s/it, loss=0.576, mat=0.004, sens=0.819, deg=0.000
Ep 090/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:39,  1.54s/it, loss=0.554, mat=0.005, sens=0.789, deg=0.000
Ep 090/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:36,  1.53s/it, loss=0.554, mat=0.005, sens=0.789, deg=0.000
Ep 090/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:36,  1.53s/it, loss=0.555, mat=0.003, sens=0.790, deg=0.000
Ep 090/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:33,  1.52s/it, loss=0.555, mat=0.003, sens=0.790, deg=0.000
Ep 090/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:33,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:31,  1.52s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.000
Ep 090/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:29,  1.52s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.000
Ep 090/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:29,  1.52s/it, loss=0.570, mat=0.003, sens=0.810, deg=0.000
Ep 090/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:27,  1.52s/it, loss=0.570, mat=0.003, sens=0.810, deg=0.000
Ep 090/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:25,  1.52s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.000
Ep 090/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:27,  1.53s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.000
Ep 090/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:27,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:24,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:22,  1.52s/it, loss=0.570, mat=0.002, sens=0.813, deg=0.000
Ep 090/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:20,  1.52s/it, loss=0.570, mat=0.002, sens=0.813, deg=0.000
Ep 090/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:18,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:21,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:21,  1.54s/it, loss=0.618, mat=0.003, sens=0.880, deg=0.000
Ep 090/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:18,  1.53s/it, loss=0.618, mat=0.003, sens=0.880, deg=0.000
Ep 090/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:18,  1.53s/it, loss=0.637, mat=0.004, sens=0.905, deg=0.000
Ep 090/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:16,  1.53s/it, loss=0.637, mat=0.004, sens=0.905, deg=0.000
Ep 090/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:16,  1.53s/it, loss=0.631, mat=0.003, sens=0.898, deg=0.000
Ep 090/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:13,  1.52s/it, loss=0.631, mat=0.003, sens=0.898, deg=0.000
Ep 090/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:13,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:11,  1.52s/it, loss=0.672, mat=0.002, sens=0.956, deg=0.000
Ep 090/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.672, mat=0.002, sens=0.956, deg=0.000
Ep 090/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.620, mat=0.003, sens=0.883, deg=0.000
Ep 090/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:07,  1.51s/it, loss=0.620, mat=0.003, sens=0.883, deg=0.000
Ep 090/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:02,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:59,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  25%|▎| 66/264 [01:42<04:59,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:57,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:56,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:56,  1.51s/it, loss=0.640, mat=0.003, sens=0.912, deg=0.000
Ep 090/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:54,  1.51s/it, loss=0.640, mat=0.003, sens=0.912, deg=0.000
Ep 090/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:53,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:53,  1.51s/it, loss=0.660, mat=0.004, sens=0.940, deg=0.000
Ep 090/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:52,  1.52s/it, loss=0.660, mat=0.004, sens=0.940, deg=0.000
Ep 090/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:52,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:50,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:50,  1.51s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.000
Ep 090/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:53,  1.54s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.000
Ep 090/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:53,  1.54s/it, loss=0.684, mat=0.003, sens=0.970, deg=0.000
Ep 090/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:52,  1.54s/it, loss=0.684, mat=0.003, sens=0.970, deg=0.000
Ep 090/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:52,  1.54s/it, loss=0.627, mat=0.004, sens=0.890, deg=0.000
Ep 090/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:49,  1.53s/it, loss=0.627, mat=0.004, sens=0.890, deg=0.000
Ep 090/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:49,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:47,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:47,  1.53s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.000
Ep 090/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:44,  1.52s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.000
Ep 090/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:44,  1.52s/it, loss=0.607, mat=0.004, sens=0.864, deg=0.000
Ep 090/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:42,  1.52s/it, loss=0.607, mat=0.004, sens=0.864, deg=0.000
Ep 090/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:42,  1.52s/it, loss=0.550, mat=0.005, sens=0.783, deg=0.000
Ep 090/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:41,  1.52s/it, loss=0.550, mat=0.005, sens=0.783, deg=0.000
Ep 090/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:41,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:39,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:39,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:37,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:37,  1.51s/it, loss=0.616, mat=0.004, sens=0.878, deg=0.000
Ep 090/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:35,  1.52s/it, loss=0.616, mat=0.004, sens=0.878, deg=0.000
Ep 090/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:32,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:30,  1.51s/it, loss=0.619, mat=0.004, sens=0.877, deg=0.000
Ep 090/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:29,  1.51s/it, loss=0.619, mat=0.004, sens=0.877, deg=0.000
Ep 090/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:27,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:30,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:30,  1.54s/it, loss=0.665, mat=0.003, sens=0.946, deg=0.000
Ep 090/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:27,  1.53s/it, loss=0.665, mat=0.003, sens=0.946, deg=0.000
Ep 090/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:27,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:24,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:24,  1.52s/it, loss=0.594, mat=0.002, sens=0.846, deg=0.000
Ep 090/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:23,  1.52s/it, loss=0.594, mat=0.002, sens=0.846, deg=0.000
Ep 090/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.638, mat=0.003, sens=0.908, deg=0.000
Ep 090/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:19,  1.52s/it, loss=0.638, mat=0.003, sens=0.908, deg=0.000
Ep 090/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.629, mat=0.003, sens=0.897, deg=0.000
Ep 090/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:18,  1.52s/it, loss=0.629, mat=0.003, sens=0.897, deg=0.000
Ep 090/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:18,  1.52s/it, loss=0.640, mat=0.003, sens=0.910, deg=0.000
Ep 090/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:16,  1.52s/it, loss=0.640, mat=0.003, sens=0.910, deg=0.000
Ep 090/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:16,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:14,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:13,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:13,  1.53s/it, loss=0.648, mat=0.003, sens=0.923, deg=0.000
Ep 090/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:12,  1.53s/it, loss=0.648, mat=0.003, sens=0.923, deg=0.000
Ep 090/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:12,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 090/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:13,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:13,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:10,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:10,  1.54s/it, loss=0.569, mat=0.003, sens=0.810, deg=0.00
Ep 090/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:08,  1.53s/it, loss=0.569, mat=0.003, sens=0.810, deg=0.00
Ep 090/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:08,  1.53s/it, loss=0.549, mat=0.002, sens=0.782, deg=0.00
Ep 090/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:05,  1.53s/it, loss=0.549, mat=0.002, sens=0.782, deg=0.00
Ep 090/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:05,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:03,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:03,  1.52s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:01,  1.52s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:01,  1.52s/it, loss=0.552, mat=0.003, sens=0.784, deg=0.00
Ep 090/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:59,  1.52s/it, loss=0.552, mat=0.003, sens=0.784, deg=0.00
Ep 090/100 [S4:finetune]:  40%|▍| 106/264 [02:43<03:59,  1.52s/it, loss=0.585, mat=0.003, sens=0.833, deg=0.00
Ep 090/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.585, mat=0.003, sens=0.833, deg=0.00
Ep 090/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:58,  1.52s/it, loss=0.557, mat=0.003, sens=0.789, deg=0.00
Ep 090/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:56,  1.52s/it, loss=0.557, mat=0.003, sens=0.789, deg=0.00
Ep 090/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:56,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:54,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:53,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:51,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.51s/it, loss=0.671, mat=0.004, sens=0.956, deg=0.00
Ep 090/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:50,  1.51s/it, loss=0.671, mat=0.004, sens=0.956, deg=0.00
Ep 090/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.51s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.00
Ep 090/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.52s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.00
Ep 090/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:47,  1.51s/it, loss=0.591, mat=0.003, sens=0.841, deg=0.00
Ep 090/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.591, mat=0.003, sens=0.841, deg=0.00
Ep 090/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:45,  1.51s/it, loss=0.544, mat=0.003, sens=0.773, deg=0.00
Ep 090/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:44,  1.52s/it, loss=0.544, mat=0.003, sens=0.773, deg=0.00
Ep 090/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.00
Ep 090/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.51s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.00
Ep 090/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:42,  1.51s/it, loss=0.582, mat=0.001, sens=0.828, deg=0.00
Ep 090/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:41,  1.52s/it, loss=0.582, mat=0.001, sens=0.828, deg=0.00
Ep 090/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:41,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:42,  1.54s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:42,  1.54s/it, loss=0.574, mat=0.003, sens=0.819, deg=0.00
Ep 090/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:40,  1.53s/it, loss=0.574, mat=0.003, sens=0.819, deg=0.00
Ep 090/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:40,  1.53s/it, loss=0.535, mat=0.003, sens=0.760, deg=0.00
Ep 090/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:38,  1.53s/it, loss=0.535, mat=0.003, sens=0.760, deg=0.00
Ep 090/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:38,  1.53s/it, loss=0.561, mat=0.004, sens=0.798, deg=0.00
Ep 090/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:38,  1.54s/it, loss=0.561, mat=0.004, sens=0.798, deg=0.00
Ep 090/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:38,  1.54s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.00
Ep 090/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:36,  1.53s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.00
Ep 090/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:36,  1.53s/it, loss=0.542, mat=0.003, sens=0.769, deg=0.00
Ep 090/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:33,  1.53s/it, loss=0.542, mat=0.003, sens=0.769, deg=0.00
Ep 090/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:33,  1.53s/it, loss=0.566, mat=0.004, sens=0.801, deg=0.00
Ep 090/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:31,  1.52s/it, loss=0.566, mat=0.004, sens=0.801, deg=0.00
Ep 090/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:31,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:29,  1.52s/it, loss=0.535, mat=0.004, sens=0.757, deg=0.00
Ep 090/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:27,  1.52s/it, loss=0.535, mat=0.004, sens=0.757, deg=0.00
Ep 090/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:26,  1.52s/it, loss=0.571, mat=0.003, sens=0.811, deg=0.00
Ep 090/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:24,  1.52s/it, loss=0.571, mat=0.003, sens=0.811, deg=0.00
Ep 090/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:24,  1.52s/it, loss=0.609, mat=0.004, sens=0.866, deg=0.00
Ep 090/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.609, mat=0.004, sens=0.866, deg=0.00
Ep 090/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.555, mat=0.004, sens=0.790, deg=0.00
Ep 090/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:21,  1.51s/it, loss=0.555, mat=0.004, sens=0.790, deg=0.00
Ep 090/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:21,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 090/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 090/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:11,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:09,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:09,  1.51s/it, loss=0.585, mat=0.004, sens=0.834, deg=0.00
Ep 090/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.585, mat=0.004, sens=0.834, deg=0.00
Ep 090/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:06,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:04,  1.51s/it, loss=0.567, mat=0.004, sens=0.803, deg=0.00
Ep 090/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:03,  1.51s/it, loss=0.567, mat=0.004, sens=0.803, deg=0.00
Ep 090/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:03,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.51s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.00
Ep 090/100 [S4:finetune]:  55%|▌| 145/264 [03:40<03:02,  1.54s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.00
Ep 090/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:02,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:00,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  55%|▌| 146/264 [03:44<03:00,  1.53s/it, loss=0.497, mat=0.003, sens=0.707, deg=0.00
Ep 090/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:59,  1.54s/it, loss=0.497, mat=0.003, sens=0.707, deg=0.00
Ep 090/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:59,  1.54s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 090/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:57,  1.53s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 090/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:57,  1.53s/it, loss=0.530, mat=0.003, sens=0.754, deg=0.00
Ep 090/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:55,  1.53s/it, loss=0.530, mat=0.003, sens=0.754, deg=0.00
Ep 090/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:55,  1.53s/it, loss=0.581, mat=0.003, sens=0.824, deg=0.00
Ep 090/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:53,  1.53s/it, loss=0.581, mat=0.003, sens=0.824, deg=0.00
Ep 090/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:53,  1.53s/it, loss=0.563, mat=0.004, sens=0.803, deg=0.00
Ep 090/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:52,  1.52s/it, loss=0.563, mat=0.004, sens=0.803, deg=0.00
Ep 090/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:52,  1.52s/it, loss=0.574, mat=0.004, sens=0.817, deg=0.00
Ep 090/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:50,  1.52s/it, loss=0.574, mat=0.004, sens=0.817, deg=0.00
Ep 090/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:50,  1.52s/it, loss=0.541, mat=0.004, sens=0.770, deg=0.00
Ep 090/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:48,  1.52s/it, loss=0.541, mat=0.004, sens=0.770, deg=0.00
Ep 090/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:48,  1.52s/it, loss=0.561, mat=0.002, sens=0.798, deg=0.00
Ep 090/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:47,  1.52s/it, loss=0.561, mat=0.002, sens=0.798, deg=0.00
Ep 090/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.551, mat=0.004, sens=0.782, deg=0.00
Ep 090/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.551, mat=0.004, sens=0.782, deg=0.00
Ep 090/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:45,  1.52s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 090/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:44,  1.52s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 090/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.557, mat=0.002, sens=0.794, deg=0.00
Ep 090/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:41,  1.52s/it, loss=0.557, mat=0.002, sens=0.794, deg=0.00
Ep 090/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:41,  1.52s/it, loss=0.494, mat=0.004, sens=0.700, deg=0.00
Ep 090/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.52s/it, loss=0.494, mat=0.004, sens=0.700, deg=0.00
Ep 090/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:39,  1.52s/it, loss=0.525, mat=0.004, sens=0.747, deg=0.00
Ep 090/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:38,  1.52s/it, loss=0.525, mat=0.004, sens=0.747, deg=0.00
Ep 090/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:38,  1.52s/it, loss=0.610, mat=0.004, sens=0.866, deg=0.00
Ep 090/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:36,  1.52s/it, loss=0.610, mat=0.004, sens=0.866, deg=0.00
Ep 090/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.578, mat=0.003, sens=0.824, deg=0.00
Ep 090/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.52s/it, loss=0.578, mat=0.003, sens=0.824, deg=0.00
Ep 090/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:34,  1.52s/it, loss=0.542, mat=0.002, sens=0.769, deg=0.00
Ep 090/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:35,  1.54s/it, loss=0.542, mat=0.002, sens=0.769, deg=0.00
Ep 090/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:35,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:33,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:33,  1.54s/it, loss=0.526, mat=0.004, sens=0.749, deg=0.00
Ep 090/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:31,  1.53s/it, loss=0.526, mat=0.004, sens=0.749, deg=0.00
Ep 090/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:31,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:29,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:29,  1.53s/it, loss=0.551, mat=0.005, sens=0.784, deg=0.00
Ep 090/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.551, mat=0.005, sens=0.784, deg=0.00
Ep 090/100 [S4:finetune]:  63%|▋| 167/264 [04:16<02:27,  1.52s/it, loss=0.631, mat=0.005, sens=0.900, deg=0.00
Ep 090/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:26,  1.52s/it, loss=0.631, mat=0.005, sens=0.900, deg=0.00
Ep 090/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:26,  1.52s/it, loss=0.105, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:24,  1.52s/it, loss=0.105, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  64%|▋| 169/264 [04:19<02:24,  1.52s/it, loss=0.626, mat=0.003, sens=0.893, deg=0.00
Ep 090/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.626, mat=0.003, sens=0.893, deg=0.00
Ep 090/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:22,  1.52s/it, loss=0.579, mat=0.002, sens=0.823, deg=0.00
Ep 090/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:22,  1.53s/it, loss=0.579, mat=0.002, sens=0.823, deg=0.00
Ep 090/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:22,  1.53s/it, loss=0.579, mat=0.002, sens=0.824, deg=0.00
Ep 090/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:20,  1.53s/it, loss=0.579, mat=0.002, sens=0.824, deg=0.00
Ep 090/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:20,  1.53s/it, loss=0.594, mat=0.003, sens=0.845, deg=0.00
Ep 090/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:18,  1.52s/it, loss=0.594, mat=0.003, sens=0.845, deg=0.00
Ep 090/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:18,  1.52s/it, loss=0.635, mat=0.002, sens=0.903, deg=0.00
Ep 090/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:16,  1.52s/it, loss=0.635, mat=0.002, sens=0.903, deg=0.00
Ep 090/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:16,  1.52s/it, loss=0.607, mat=0.002, sens=0.862, deg=0.00
Ep 090/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:15,  1.52s/it, loss=0.607, mat=0.002, sens=0.862, deg=0.00
Ep 090/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:13,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:13,  1.52s/it, loss=0.537, mat=0.004, sens=0.765, deg=0.00
Ep 090/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.52s/it, loss=0.537, mat=0.004, sens=0.765, deg=0.00
Ep 090/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:11,  1.52s/it, loss=0.592, mat=0.002, sens=0.843, deg=0.00
Ep 090/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:12,  1.54s/it, loss=0.592, mat=0.002, sens=0.843, deg=0.00
Ep 090/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:12,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:09,  1.53s/it, loss=0.657, mat=0.004, sens=0.933, deg=0.00
Ep 090/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:08,  1.52s/it, loss=0.657, mat=0.004, sens=0.933, deg=0.00
Ep 090/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:08,  1.52s/it, loss=0.568, mat=0.002, sens=0.809, deg=0.00
Ep 090/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:06,  1.52s/it, loss=0.568, mat=0.002, sens=0.809, deg=0.00
Ep 090/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:06,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:04,  1.52s/it, loss=0.533, mat=0.003, sens=0.758, deg=0.00
Ep 090/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:03,  1.52s/it, loss=0.533, mat=0.003, sens=0.758, deg=0.00
Ep 090/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:03,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:01,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  70%|▋| 185/264 [04:43<01:59,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:58,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:56,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:55,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:53,  1.52s/it, loss=0.611, mat=0.003, sens=0.866, deg=0.00
Ep 090/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:54,  1.54s/it, loss=0.611, mat=0.003, sens=0.866, deg=0.00
Ep 090/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:54,  1.54s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 090/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:52,  1.54s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 090/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:52,  1.54s/it, loss=0.553, mat=0.002, sens=0.786, deg=0.00
Ep 090/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:50,  1.53s/it, loss=0.553, mat=0.002, sens=0.786, deg=0.00
Ep 090/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:50,  1.53s/it, loss=0.625, mat=0.003, sens=0.882, deg=0.00
Ep 090/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:48,  1.53s/it, loss=0.625, mat=0.003, sens=0.882, deg=0.00
Ep 090/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:48,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:46,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:46,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:45,  1.53s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:45,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:44,  1.53s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:44,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:42,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:42,  1.53s/it, loss=0.710, mat=0.002, sens=1.011, deg=0.00
Ep 090/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:40,  1.53s/it, loss=0.710, mat=0.002, sens=1.011, deg=0.00
Ep 090/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:40,  1.53s/it, loss=0.775, mat=0.002, sens=1.105, deg=0.00
Ep 090/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.52s/it, loss=0.775, mat=0.002, sens=1.105, deg=0.00
Ep 090/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:38,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:37,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.52s/it, loss=0.634, mat=0.004, sens=0.897, deg=0.00
Ep 090/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.52s/it, loss=0.634, mat=0.004, sens=0.897, deg=0.00
Ep 090/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:34,  1.52s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:34,  1.52s/it, loss=0.539, mat=0.002, sens=0.766, deg=0.00
Ep 090/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.52s/it, loss=0.539, mat=0.002, sens=0.766, deg=0.00
Ep 090/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.650, mat=0.004, sens=0.920, deg=0.00
Ep 090/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:31,  1.52s/it, loss=0.650, mat=0.004, sens=0.920, deg=0.00
Ep 090/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:31,  1.52s/it, loss=0.720, mat=0.003, sens=1.026, deg=0.00
Ep 090/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.52s/it, loss=0.720, mat=0.003, sens=1.026, deg=0.00
Ep 090/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.580, mat=0.004, sens=0.825, deg=0.00
Ep 090/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:28,  1.52s/it, loss=0.580, mat=0.004, sens=0.825, deg=0.00
Ep 090/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:28,  1.52s/it, loss=0.661, mat=0.002, sens=0.942, deg=0.00
Ep 090/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.52s/it, loss=0.661, mat=0.002, sens=0.942, deg=0.00
Ep 090/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:24,  1.52s/it, loss=0.661, mat=0.004, sens=0.940, deg=0.00
Ep 090/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:24,  1.54s/it, loss=0.661, mat=0.004, sens=0.940, deg=0.00
Ep 090/100 [S4:finetune]:  79%|▊| 209/264 [05:20<01:24,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:22,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:22,  1.53s/it, loss=0.528, mat=0.003, sens=0.751, deg=0.00
Ep 090/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:21,  1.53s/it, loss=0.528, mat=0.003, sens=0.751, deg=0.00
Ep 090/100 [S4:finetune]:  80%|▊| 211/264 [05:23<01:21,  1.53s/it, loss=0.560, mat=0.003, sens=0.795, deg=0.00
Ep 090/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:19,  1.52s/it, loss=0.560, mat=0.003, sens=0.795, deg=0.00
Ep 090/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:19,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:17,  1.52s/it, loss=0.578, mat=0.003, sens=0.821, deg=0.00
Ep 090/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.52s/it, loss=0.578, mat=0.003, sens=0.821, deg=0.00
Ep 090/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:15,  1.52s/it, loss=0.619, mat=0.003, sens=0.883, deg=0.00
Ep 090/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.52s/it, loss=0.619, mat=0.003, sens=0.883, deg=0.00
Ep 090/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:14,  1.52s/it, loss=0.587, mat=0.004, sens=0.836, deg=0.00
Ep 090/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.52s/it, loss=0.587, mat=0.004, sens=0.836, deg=0.00
Ep 090/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.52s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.00
Ep 090/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.52s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.00
Ep 090/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:09,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:08,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:07,  1.53s/it, loss=0.557, mat=0.003, sens=0.794, deg=0.00
Ep 090/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:05,  1.52s/it, loss=0.557, mat=0.003, sens=0.794, deg=0.00
Ep 090/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:05,  1.52s/it, loss=0.594, mat=0.003, sens=0.845, deg=0.00
Ep 090/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:04,  1.52s/it, loss=0.594, mat=0.003, sens=0.845, deg=0.00
Ep 090/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:04,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:03,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  84%|▊| 223/264 [05:41<01:03,  1.54s/it, loss=0.582, mat=0.002, sens=0.830, deg=0.00
Ep 090/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:01,  1.53s/it, loss=0.582, mat=0.002, sens=0.830, deg=0.00
Ep 090/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  85%|▊| 225/264 [05:44<00:59,  1.53s/it, loss=0.679, mat=0.003, sens=0.968, deg=0.00
Ep 090/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.53s/it, loss=0.679, mat=0.003, sens=0.968, deg=0.00
Ep 090/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.53s/it, loss=0.695, mat=0.003, sens=0.989, deg=0.00
Ep 090/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.52s/it, loss=0.695, mat=0.003, sens=0.989, deg=0.00
Ep 090/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:56,  1.52s/it, loss=0.683, mat=0.006, sens=0.973, deg=0.00
Ep 090/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.52s/it, loss=0.683, mat=0.006, sens=0.973, deg=0.00
Ep 090/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.641, mat=0.004, sens=0.913, deg=0.00
Ep 090/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.52s/it, loss=0.641, mat=0.004, sens=0.913, deg=0.00
Ep 090/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:53,  1.52s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.00
Ep 090/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.52s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.00
Ep 090/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.52s/it, loss=0.622, mat=0.004, sens=0.885, deg=0.00
Ep 090/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:50,  1.52s/it, loss=0.622, mat=0.004, sens=0.885, deg=0.00
Ep 090/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:50,  1.52s/it, loss=0.542, mat=0.003, sens=0.772, deg=0.00
Ep 090/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.52s/it, loss=0.542, mat=0.003, sens=0.772, deg=0.00
Ep 090/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:48,  1.52s/it, loss=0.537, mat=0.002, sens=0.766, deg=0.00
Ep 090/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:47,  1.52s/it, loss=0.537, mat=0.002, sens=0.766, deg=0.00
Ep 090/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:47,  1.52s/it, loss=0.584, mat=0.003, sens=0.802, deg=0.00
Ep 090/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.52s/it, loss=0.584, mat=0.003, sens=0.802, deg=0.00
Ep 090/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:45,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:44,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:44,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:42,  1.53s/it, loss=0.570, mat=0.003, sens=0.811, deg=0.00
Ep 090/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.53s/it, loss=0.570, mat=0.003, sens=0.811, deg=0.00
Ep 090/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:41,  1.53s/it, loss=0.616, mat=0.004, sens=0.877, deg=0.00
Ep 090/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.616, mat=0.004, sens=0.877, deg=0.00
Ep 090/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:38,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:38,  1.52s/it, loss=0.550, mat=0.004, sens=0.783, deg=0.00
Ep 090/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.52s/it, loss=0.550, mat=0.004, sens=0.783, deg=0.00
Ep 090/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:34,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:32,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:32,  1.53s/it, loss=0.563, mat=0.002, sens=0.801, deg=0.00
Ep 090/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.53s/it, loss=0.563, mat=0.002, sens=0.801, deg=0.00
Ep 090/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.53s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.00
Ep 090/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:29,  1.53s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.00
Ep 090/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:29,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  93%|▉| 246/264 [06:16<00:27,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.577, mat=0.004, sens=0.821, deg=0.00
Ep 090/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.52s/it, loss=0.577, mat=0.004, sens=0.821, deg=0.00
Ep 090/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  96%|▉| 253/264 [06:27<00:16,  1.54s/it, loss=0.502, mat=0.003, sens=0.716, deg=0.00
Ep 090/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.54s/it, loss=0.502, mat=0.003, sens=0.716, deg=0.00
Ep 090/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.54s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 090/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.53s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 090/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.53s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 090/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.53s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 090/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.642, mat=0.004, sens=0.913, deg=0.00
Ep 090/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.642, mat=0.004, sens=0.913, deg=0.00
Ep 090/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 090/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.52s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 090/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.554, mat=0.003, sens=0.790, deg=0.00
Ep 090/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.554, mat=0.003, sens=0.790, deg=0.00
Ep 090/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 090/100 [S4:finetune]: 100%|█| 264/264 [06:42<00:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 090/100 [S4:finetune]  loss=0.3258  mat=0.0032  sens=0.4612  deg=0.0001  orth=0.0019  α=0.3 β=0.7 γ=0.2  402s

Ep 091/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 091/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 091/100 [S4:finetune]:   0%| | 1/264 [00:02<08:53,  2.03s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 091/100 [S4:finetune]:   0%| | 1/264 [00:03<08:53,  2.03s/it, loss=0.563, mat=0.004, sens=0.800, deg=0.000]
Ep 091/100 [S4:finetune]:   1%| | 2/264 [00:03<07:33,  1.73s/it, loss=0.563, mat=0.004, sens=0.800, deg=0.000]
Ep 091/100 [S4:finetune]:   1%| | 2/264 [00:05<07:33,  1.73s/it, loss=0.614, mat=0.003, sens=0.846, deg=0.000]
Ep 091/100 [S4:finetune]:   1%| | 3/264 [00:05<07:29,  1.72s/it, loss=0.614, mat=0.003, sens=0.846, deg=0.000]
Ep 091/100 [S4:finetune]:   1%| | 3/264 [00:06<07:29,  1.72s/it, loss=0.574, mat=0.003, sens=0.817, deg=0.000]
Ep 091/100 [S4:finetune]:   2%| | 4/264 [00:06<07:07,  1.64s/it, loss=0.574, mat=0.003, sens=0.817, deg=0.000]
Ep 091/100 [S4:finetune]:   2%| | 4/264 [00:08<07:07,  1.64s/it, loss=0.599, mat=0.003, sens=0.851, deg=0.000]
Ep 091/100 [S4:finetune]:   2%| | 5/264 [00:08<06:53,  1.60s/it, loss=0.599, mat=0.003, sens=0.851, deg=0.000]
Ep 091/100 [S4:finetune]:   2%| | 5/264 [00:09<06:53,  1.60s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 091/100 [S4:finetune]:   2%| | 6/264 [00:09<06:44,  1.57s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 091/100 [S4:finetune]:   2%| | 6/264 [00:11<06:44,  1.57s/it, loss=0.579, mat=0.004, sens=0.823, deg=0.000]
Ep 091/100 [S4:finetune]:   3%| | 7/264 [00:11<06:38,  1.55s/it, loss=0.579, mat=0.004, sens=0.823, deg=0.000]
Ep 091/100 [S4:finetune]:   3%| | 7/264 [00:12<06:38,  1.55s/it, loss=0.583, mat=0.003, sens=0.829, deg=0.000]
Ep 091/100 [S4:finetune]:   3%| | 8/264 [00:12<06:34,  1.54s/it, loss=0.583, mat=0.003, sens=0.829, deg=0.000]
Ep 091/100 [S4:finetune]:   3%| | 8/264 [00:14<06:34,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 091/100 [S4:finetune]:   3%| | 9/264 [00:14<06:31,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 091/100 [S4:finetune]:   3%| | 9/264 [00:15<06:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 091/100 [S4:finetune]:   4%| | 10/264 [00:15<06:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   4%| | 10/264 [00:17<06:27,  1.53s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   4%| | 11/264 [00:17<06:25,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   4%| | 11/264 [00:18<06:25,  1.52s/it, loss=0.554, mat=0.004, sens=0.790, deg=0.000
Ep 091/100 [S4:finetune]:   5%| | 12/264 [00:18<06:23,  1.52s/it, loss=0.554, mat=0.004, sens=0.790, deg=0.000
Ep 091/100 [S4:finetune]:   5%| | 12/264 [00:20<06:23,  1.52s/it, loss=0.619, mat=0.002, sens=0.883, deg=0.000
Ep 091/100 [S4:finetune]:   5%| | 13/264 [00:20<06:21,  1.52s/it, loss=0.619, mat=0.002, sens=0.883, deg=0.000
Ep 091/100 [S4:finetune]:   5%| | 13/264 [00:21<06:21,  1.52s/it, loss=0.585, mat=0.004, sens=0.833, deg=0.000
Ep 091/100 [S4:finetune]:   5%| | 14/264 [00:21<06:19,  1.52s/it, loss=0.585, mat=0.004, sens=0.833, deg=0.000
Ep 091/100 [S4:finetune]:   5%| | 14/264 [00:23<06:19,  1.52s/it, loss=0.611, mat=0.003, sens=0.870, deg=0.000
Ep 091/100 [S4:finetune]:   6%| | 15/264 [00:23<06:17,  1.52s/it, loss=0.611, mat=0.003, sens=0.870, deg=0.000
Ep 091/100 [S4:finetune]:   6%| | 15/264 [00:24<06:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   6%| | 16/264 [00:24<06:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   6%| | 16/264 [00:26<06:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   6%| | 17/264 [00:26<06:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   6%| | 17/264 [00:28<06:14,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   7%| | 18/264 [00:28<06:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.52s/it, loss=0.566, mat=0.002, sens=0.807, deg=0.000
Ep 091/100 [S4:finetune]:   7%| | 19/264 [00:29<06:11,  1.52s/it, loss=0.566, mat=0.002, sens=0.807, deg=0.000
Ep 091/100 [S4:finetune]:   7%| | 19/264 [00:31<06:11,  1.52s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.000
Ep 091/100 [S4:finetune]:   8%| | 20/264 [00:31<06:10,  1.52s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.000
Ep 091/100 [S4:finetune]:   8%| | 20/264 [00:32<06:10,  1.52s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.000
Ep 091/100 [S4:finetune]:   8%| | 21/264 [00:32<06:08,  1.52s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.000
Ep 091/100 [S4:finetune]:   8%| | 21/264 [00:34<06:08,  1.52s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.000
Ep 091/100 [S4:finetune]:   8%| | 22/264 [00:34<06:07,  1.52s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.000
Ep 091/100 [S4:finetune]:   8%| | 22/264 [00:35<06:07,  1.52s/it, loss=0.560, mat=0.003, sens=0.794, deg=0.000
Ep 091/100 [S4:finetune]:   9%| | 23/264 [00:35<06:05,  1.52s/it, loss=0.560, mat=0.003, sens=0.794, deg=0.000
Ep 091/100 [S4:finetune]:   9%| | 23/264 [00:37<06:05,  1.52s/it, loss=0.641, mat=0.004, sens=0.803, deg=0.000
Ep 091/100 [S4:finetune]:   9%| | 24/264 [00:37<06:04,  1.52s/it, loss=0.641, mat=0.004, sens=0.803, deg=0.000
Ep 091/100 [S4:finetune]:   9%| | 24/264 [00:38<06:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   9%| | 25/264 [00:38<06:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:   9%| | 25/264 [00:40<06:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  10%| | 26/264 [00:40<06:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  10%| | 26/264 [00:41<06:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  10%| | 27/264 [00:41<06:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  10%| | 27/264 [00:43<06:01,  1.53s/it, loss=0.507, mat=0.003, sens=0.722, deg=0.001
Ep 091/100 [S4:finetune]:  11%| | 28/264 [00:43<06:00,  1.53s/it, loss=0.507, mat=0.003, sens=0.722, deg=0.001
Ep 091/100 [S4:finetune]:  11%| | 28/264 [00:44<06:00,  1.53s/it, loss=0.528, mat=0.003, sens=0.751, deg=0.000
Ep 091/100 [S4:finetune]:  11%| | 29/264 [00:44<05:57,  1.52s/it, loss=0.528, mat=0.003, sens=0.751, deg=0.000
Ep 091/100 [S4:finetune]:  11%| | 29/264 [00:46<05:57,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  11%| | 30/264 [00:46<05:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  11%| | 30/264 [00:47<05:55,  1.52s/it, loss=0.482, mat=0.003, sens=0.687, deg=0.000
Ep 091/100 [S4:finetune]:  12%| | 31/264 [00:47<05:54,  1.52s/it, loss=0.482, mat=0.003, sens=0.687, deg=0.000
Ep 091/100 [S4:finetune]:  12%| | 31/264 [00:49<05:54,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  12%| | 32/264 [00:49<05:52,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  12%| | 32/264 [00:50<05:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:50,  1.52s/it, loss=0.558, mat=0.003, sens=0.796, deg=0.000
Ep 091/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:54,  1.54s/it, loss=0.558, mat=0.003, sens=0.796, deg=0.000
Ep 091/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:54,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.013
Ep 091/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:51,  1.54s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.013
Ep 091/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:51,  1.54s/it, loss=0.550, mat=0.005, sens=0.782, deg=0.001
Ep 091/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:49,  1.53s/it, loss=0.550, mat=0.005, sens=0.782, deg=0.001
Ep 091/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:49,  1.53s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.000
Ep 091/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:46,  1.53s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.000
Ep 091/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:46,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  14%|▏| 38/264 [01:00<05:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:42,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  15%|▏| 40/264 [01:03<05:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:39,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:37,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:35,  1.52s/it, loss=0.574, mat=0.002, sens=0.818, deg=0.001
Ep 091/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:34,  1.52s/it, loss=0.574, mat=0.002, sens=0.818, deg=0.001
Ep 091/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:34,  1.52s/it, loss=0.609, mat=0.003, sens=0.867, deg=0.001
Ep 091/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:32,  1.52s/it, loss=0.609, mat=0.003, sens=0.867, deg=0.001
Ep 091/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:32,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:29,  1.52s/it, loss=0.541, mat=0.003, sens=0.769, deg=0.001
Ep 091/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:33,  1.55s/it, loss=0.541, mat=0.003, sens=0.769, deg=0.001
Ep 091/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:33,  1.55s/it, loss=0.567, mat=0.002, sens=0.808, deg=0.001
Ep 091/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:30,  1.54s/it, loss=0.567, mat=0.002, sens=0.808, deg=0.001
Ep 091/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:30,  1.54s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.001
Ep 091/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:28,  1.53s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.001
Ep 091/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:27,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.006
Ep 091/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:25,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.006
Ep 091/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:25,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:23,  1.53s/it, loss=0.530, mat=0.004, sens=0.754, deg=0.001
Ep 091/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:21,  1.53s/it, loss=0.530, mat=0.004, sens=0.754, deg=0.001
Ep 091/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:21,  1.53s/it, loss=0.629, mat=0.004, sens=0.895, deg=0.001
Ep 091/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:18,  1.52s/it, loss=0.629, mat=0.004, sens=0.895, deg=0.001
Ep 091/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:18,  1.52s/it, loss=0.522, mat=0.004, sens=0.743, deg=0.001
Ep 091/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:17,  1.53s/it, loss=0.522, mat=0.004, sens=0.743, deg=0.001
Ep 091/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:17,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.003
Ep 091/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:15,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.003
Ep 091/100 [S4:finetune]:  22%|▏| 57/264 [01:29<05:15,  1.52s/it, loss=0.565, mat=0.002, sens=0.804, deg=0.003
Ep 091/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:13,  1.52s/it, loss=0.565, mat=0.002, sens=0.804, deg=0.003
Ep 091/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:13,  1.52s/it, loss=0.596, mat=0.003, sens=0.847, deg=0.009
Ep 091/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.596, mat=0.003, sens=0.847, deg=0.009
Ep 091/100 [S4:finetune]:  22%|▏| 59/264 [01:32<05:11,  1.52s/it, loss=0.601, mat=0.003, sens=0.854, deg=0.003
Ep 091/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:14,  1.54s/it, loss=0.601, mat=0.003, sens=0.854, deg=0.003
Ep 091/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:14,  1.54s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.020
Ep 091/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:11,  1.54s/it, loss=0.007, mat=0.004, sens=0.000, deg=0.020
Ep 091/100 [S4:finetune]:  23%|▏| 61/264 [01:35<05:11,  1.54s/it, loss=0.549, mat=0.003, sens=0.782, deg=0.005
Ep 091/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:09,  1.53s/it, loss=0.549, mat=0.003, sens=0.782, deg=0.005
Ep 091/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  24%|▏| 63/264 [01:38<05:07,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.003
Ep 091/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:05,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.003
Ep 091/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:05,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:03,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  25%|▏| 65/264 [01:41<05:03,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  25%|▎| 66/264 [01:41<05:01,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:01,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  25%|▎| 67/264 [01:42<05:00,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  25%|▎| 67/264 [01:44<05:00,  1.52s/it, loss=0.520, mat=0.004, sens=0.741, deg=0.000
Ep 091/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:58,  1.52s/it, loss=0.520, mat=0.004, sens=0.741, deg=0.000
Ep 091/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:58,  1.52s/it, loss=0.579, mat=0.003, sens=0.826, deg=0.000
Ep 091/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:56,  1.52s/it, loss=0.579, mat=0.003, sens=0.826, deg=0.000
Ep 091/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:56,  1.52s/it, loss=0.604, mat=0.003, sens=0.860, deg=0.000
Ep 091/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:55,  1.52s/it, loss=0.604, mat=0.003, sens=0.860, deg=0.000
Ep 091/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:53,  1.52s/it, loss=0.543, mat=0.004, sens=0.772, deg=0.000
Ep 091/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:52,  1.52s/it, loss=0.543, mat=0.004, sens=0.772, deg=0.000
Ep 091/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:52,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:50,  1.52s/it, loss=0.513, mat=0.004, sens=0.730, deg=0.000
Ep 091/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:49,  1.52s/it, loss=0.513, mat=0.004, sens=0.730, deg=0.000
Ep 091/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:49,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 091/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:47,  1.52s/it, loss=0.578, mat=0.004, sens=0.822, deg=0.000
Ep 091/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:47,  1.53s/it, loss=0.578, mat=0.004, sens=0.822, deg=0.000
Ep 091/100 [S4:finetune]:  29%|▎| 76/264 [01:58<04:47,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:45,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:45,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:47,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  30%|▎| 78/264 [02:01<04:47,  1.55s/it, loss=0.548, mat=0.002, sens=0.781, deg=0.000
Ep 091/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:44,  1.54s/it, loss=0.548, mat=0.002, sens=0.781, deg=0.000
Ep 091/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:44,  1.54s/it, loss=0.529, mat=0.003, sens=0.755, deg=0.001
Ep 091/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:42,  1.53s/it, loss=0.529, mat=0.003, sens=0.755, deg=0.001
Ep 091/100 [S4:finetune]:  30%|▎| 80/264 [02:04<04:42,  1.53s/it, loss=0.519, mat=0.002, sens=0.739, deg=0.000
Ep 091/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:40,  1.53s/it, loss=0.519, mat=0.002, sens=0.739, deg=0.000
Ep 091/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:40,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:38,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  31%|▎| 82/264 [02:07<04:38,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:36,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:36,  1.53s/it, loss=0.559, mat=0.002, sens=0.797, deg=0.000
Ep 091/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:35,  1.53s/it, loss=0.559, mat=0.002, sens=0.797, deg=0.000
Ep 091/100 [S4:finetune]:  32%|▎| 84/264 [02:10<04:35,  1.53s/it, loss=0.491, mat=0.003, sens=0.699, deg=0.000
Ep 091/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:33,  1.53s/it, loss=0.491, mat=0.003, sens=0.699, deg=0.000
Ep 091/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:33,  1.53s/it, loss=0.512, mat=0.003, sens=0.729, deg=0.000
Ep 091/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:31,  1.52s/it, loss=0.512, mat=0.003, sens=0.729, deg=0.000
Ep 091/100 [S4:finetune]:  33%|▎| 86/264 [02:13<04:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:29,  1.52s/it, loss=0.524, mat=0.004, sens=0.746, deg=0.000
Ep 091/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:28,  1.52s/it, loss=0.524, mat=0.004, sens=0.746, deg=0.000
Ep 091/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:28,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:26,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:26,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:25,  1.52s/it, loss=0.539, mat=0.005, sens=0.768, deg=0.000
Ep 091/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.539, mat=0.005, sens=0.768, deg=0.000
Ep 091/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:24,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  35%|▎| 93/264 [02:24<04:24,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:21,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:21,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:19,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  36%|▎| 95/264 [02:27<04:19,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:16,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:16,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:14,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  37%|▎| 97/264 [02:30<04:14,  1.53s/it, loss=0.526, mat=0.003, sens=0.747, deg=0.000
Ep 091/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:12,  1.52s/it, loss=0.526, mat=0.003, sens=0.747, deg=0.000
Ep 091/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:11,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  38%|▍| 99/264 [02:33<04:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 091/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:11,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:11,  1.53s/it, loss=0.480, mat=0.003, sens=0.685, deg=0.00
Ep 091/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:09,  1.53s/it, loss=0.480, mat=0.003, sens=0.685, deg=0.00
Ep 091/100 [S4:finetune]:  38%|▍| 101/264 [02:36<04:09,  1.53s/it, loss=0.530, mat=0.004, sens=0.756, deg=0.00
Ep 091/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:07,  1.53s/it, loss=0.530, mat=0.004, sens=0.756, deg=0.00
Ep 091/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:07,  1.53s/it, loss=0.539, mat=0.002, sens=0.769, deg=0.00
Ep 091/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:05,  1.53s/it, loss=0.539, mat=0.002, sens=0.769, deg=0.00
Ep 091/100 [S4:finetune]:  39%|▍| 103/264 [02:39<04:05,  1.53s/it, loss=0.497, mat=0.003, sens=0.709, deg=0.00
Ep 091/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:04,  1.53s/it, loss=0.497, mat=0.003, sens=0.709, deg=0.00
Ep 091/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:04,  1.53s/it, loss=0.523, mat=0.003, sens=0.746, deg=0.00
Ep 091/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:05,  1.55s/it, loss=0.523, mat=0.003, sens=0.746, deg=0.00
Ep 091/100 [S4:finetune]:  40%|▍| 105/264 [02:42<04:05,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:03,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:03,  1.54s/it, loss=0.518, mat=0.003, sens=0.736, deg=0.00
Ep 091/100 [S4:finetune]:  41%|▍| 107/264 [02:43<04:00,  1.53s/it, loss=0.518, mat=0.003, sens=0.736, deg=0.00
Ep 091/100 [S4:finetune]:  41%|▍| 107/264 [02:45<04:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:58,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:58,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:56,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:56,  1.53s/it, loss=0.500, mat=0.003, sens=0.713, deg=0.00
Ep 091/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:55,  1.53s/it, loss=0.500, mat=0.003, sens=0.713, deg=0.00
Ep 091/100 [S4:finetune]:  42%|▍| 110/264 [02:50<03:55,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:53,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:51,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  42%|▍| 112/264 [02:53<03:51,  1.52s/it, loss=0.520, mat=0.003, sens=0.741, deg=0.00
Ep 091/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:49,  1.52s/it, loss=0.520, mat=0.003, sens=0.741, deg=0.00
Ep 091/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:49,  1.52s/it, loss=0.528, mat=0.004, sens=0.752, deg=0.00
Ep 091/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:48,  1.52s/it, loss=0.528, mat=0.004, sens=0.752, deg=0.00
Ep 091/100 [S4:finetune]:  43%|▍| 114/264 [02:56<03:48,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:46,  1.52s/it, loss=0.550, mat=0.003, sens=0.783, deg=0.00
Ep 091/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.550, mat=0.003, sens=0.783, deg=0.00
Ep 091/100 [S4:finetune]:  44%|▍| 116/264 [02:59<03:44,  1.52s/it, loss=0.526, mat=0.002, sens=0.747, deg=0.00
Ep 091/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:43,  1.52s/it, loss=0.526, mat=0.002, sens=0.747, deg=0.00
Ep 091/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:43,  1.52s/it, loss=0.518, mat=0.003, sens=0.739, deg=0.00
Ep 091/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.518, mat=0.003, sens=0.739, deg=0.00
Ep 091/100 [S4:finetune]:  45%|▍| 118/264 [03:02<03:41,  1.52s/it, loss=0.519, mat=0.003, sens=0.740, deg=0.00
Ep 091/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:40,  1.52s/it, loss=0.519, mat=0.003, sens=0.740, deg=0.00
Ep 091/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:40,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:39,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  45%|▍| 120/264 [03:05<03:39,  1.52s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 091/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:37,  1.52s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 091/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:37,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  46%|▍| 122/264 [03:08<03:35,  1.52s/it, loss=0.565, mat=0.004, sens=0.804, deg=0.00
Ep 091/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:37,  1.54s/it, loss=0.565, mat=0.004, sens=0.804, deg=0.00
Ep 091/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:37,  1.54s/it, loss=0.587, mat=0.004, sens=0.836, deg=0.00
Ep 091/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:36,  1.55s/it, loss=0.587, mat=0.004, sens=0.836, deg=0.00
Ep 091/100 [S4:finetune]:  47%|▍| 124/264 [03:11<03:36,  1.55s/it, loss=0.576, mat=0.003, sens=0.819, deg=0.00
Ep 091/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:34,  1.54s/it, loss=0.576, mat=0.003, sens=0.819, deg=0.00
Ep 091/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:34,  1.54s/it, loss=0.541, mat=0.002, sens=0.770, deg=0.00
Ep 091/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:31,  1.53s/it, loss=0.541, mat=0.002, sens=0.770, deg=0.00
Ep 091/100 [S4:finetune]:  48%|▍| 126/264 [03:14<03:31,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:29,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:27,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:25,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  49%|▍| 129/264 [03:19<03:25,  1.53s/it, loss=0.505, mat=0.004, sens=0.720, deg=0.00
Ep 091/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:24,  1.52s/it, loss=0.505, mat=0.004, sens=0.720, deg=0.00
Ep 091/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  50%|▍| 131/264 [03:22<03:22,  1.52s/it, loss=0.539, mat=0.003, sens=0.768, deg=0.00
Ep 091/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:20,  1.52s/it, loss=0.539, mat=0.003, sens=0.768, deg=0.00
Ep 091/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:20,  1.52s/it, loss=0.596, mat=0.002, sens=0.850, deg=0.00
Ep 091/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:19,  1.52s/it, loss=0.596, mat=0.002, sens=0.850, deg=0.00
Ep 091/100 [S4:finetune]:  50%|▌| 133/264 [03:25<03:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:17,  1.52s/it, loss=0.521, mat=0.003, sens=0.739, deg=0.00
Ep 091/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.521, mat=0.003, sens=0.739, deg=0.00
Ep 091/100 [S4:finetune]:  51%|▌| 135/264 [03:28<03:16,  1.52s/it, loss=0.490, mat=0.003, sens=0.698, deg=0.00
Ep 091/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.490, mat=0.003, sens=0.698, deg=0.00
Ep 091/100 [S4:finetune]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.529, mat=0.003, sens=0.753, deg=0.00
Ep 091/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:16,  1.55s/it, loss=0.529, mat=0.003, sens=0.753, deg=0.00
Ep 091/100 [S4:finetune]:  52%|▌| 137/264 [03:31<03:16,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:13,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:13,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:12,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  53%|▌| 139/264 [03:34<03:12,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:10,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:10,  1.53s/it, loss=0.524, mat=0.003, sens=0.744, deg=0.00
Ep 091/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:08,  1.53s/it, loss=0.524, mat=0.003, sens=0.744, deg=0.00
Ep 091/100 [S4:finetune]:  53%|▌| 141/264 [03:37<03:08,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:06,  1.53s/it, loss=0.541, mat=0.003, sens=0.769, deg=0.00
Ep 091/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:04,  1.52s/it, loss=0.541, mat=0.003, sens=0.769, deg=0.00
Ep 091/100 [S4:finetune]:  54%|▌| 143/264 [03:40<03:04,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:02,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:01,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  55%|▌| 145/264 [03:43<03:01,  1.53s/it, loss=0.512, mat=0.003, sens=0.729, deg=0.00
Ep 091/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:59,  1.52s/it, loss=0.512, mat=0.003, sens=0.729, deg=0.00
Ep 091/100 [S4:finetune]:  55%|▌| 146/264 [03:44<02:59,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:58,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  56%|▌| 147/264 [03:46<02:58,  1.52s/it, loss=0.560, mat=0.002, sens=0.798, deg=0.00
Ep 091/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:58,  1.54s/it, loss=0.560, mat=0.002, sens=0.798, deg=0.00
Ep 091/100 [S4:finetune]:  56%|▌| 148/264 [03:48<02:58,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:59,  1.56s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  56%|▌| 149/264 [03:49<02:59,  1.56s/it, loss=0.518, mat=0.003, sens=0.738, deg=0.00
Ep 091/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:56,  1.55s/it, loss=0.518, mat=0.003, sens=0.738, deg=0.00
Ep 091/100 [S4:finetune]:  57%|▌| 150/264 [03:51<02:56,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:54,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  57%|▌| 151/264 [03:52<02:54,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:51,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  58%|▌| 152/264 [03:54<02:51,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:49,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  58%|▌| 153/264 [03:55<02:49,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  58%|▌| 154/264 [03:57<02:47,  1.53s/it, loss=0.554, mat=0.005, sens=0.786, deg=0.00
Ep 091/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:46,  1.53s/it, loss=0.554, mat=0.005, sens=0.786, deg=0.00
Ep 091/100 [S4:finetune]:  59%|▌| 155/264 [03:58<02:46,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  59%|▌| 156/264 [04:00<02:44,  1.52s/it, loss=0.553, mat=0.003, sens=0.780, deg=0.00
Ep 091/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.553, mat=0.003, sens=0.780, deg=0.00
Ep 091/100 [S4:finetune]:  59%|▌| 157/264 [04:01<02:42,  1.52s/it, loss=0.521, mat=0.003, sens=0.742, deg=0.00
Ep 091/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:41,  1.52s/it, loss=0.521, mat=0.003, sens=0.742, deg=0.00
Ep 091/100 [S4:finetune]:  60%|▌| 158/264 [04:03<02:41,  1.52s/it, loss=0.525, mat=0.003, sens=0.747, deg=0.00
Ep 091/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:40,  1.53s/it, loss=0.525, mat=0.003, sens=0.747, deg=0.00
Ep 091/100 [S4:finetune]:  60%|▌| 159/264 [04:04<02:40,  1.53s/it, loss=0.554, mat=0.004, sens=0.788, deg=0.00
Ep 091/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:38,  1.52s/it, loss=0.554, mat=0.004, sens=0.788, deg=0.00
Ep 091/100 [S4:finetune]:  61%|▌| 160/264 [04:06<02:38,  1.52s/it, loss=0.555, mat=0.004, sens=0.791, deg=0.00
Ep 091/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.555, mat=0.004, sens=0.791, deg=0.00
Ep 091/100 [S4:finetune]:  61%|▌| 161/264 [04:07<02:36,  1.52s/it, loss=0.530, mat=0.004, sens=0.755, deg=0.00
Ep 091/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:35,  1.52s/it, loss=0.530, mat=0.004, sens=0.755, deg=0.00
Ep 091/100 [S4:finetune]:  61%|▌| 162/264 [04:09<02:35,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  62%|▌| 163/264 [04:10<02:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  62%|▌| 164/264 [04:12<02:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  62%|▋| 165/264 [04:14<02:30,  1.52s/it, loss=0.539, mat=0.003, sens=0.769, deg=0.00
Ep 091/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:29,  1.52s/it, loss=0.539, mat=0.003, sens=0.769, deg=0.00
Ep 091/100 [S4:finetune]:  63%|▋| 166/264 [04:15<02:29,  1.52s/it, loss=0.564, mat=0.004, sens=0.803, deg=0.00
Ep 091/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:29,  1.55s/it, loss=0.564, mat=0.004, sens=0.803, deg=0.00
Ep 091/100 [S4:finetune]:  63%|▋| 167/264 [04:17<02:29,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:27,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  64%|▋| 168/264 [04:18<02:27,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:25,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  64%|▋| 169/264 [04:20<02:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:23,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  64%|▋| 170/264 [04:21<02:23,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  65%|▋| 171/264 [04:23<02:21,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:21,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  65%|▋| 172/264 [04:24<02:21,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:19,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  66%|▋| 173/264 [04:26<02:19,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:18,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  66%|▋| 174/264 [04:27<02:18,  1.53s/it, loss=0.538, mat=0.003, sens=0.767, deg=0.00
Ep 091/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:16,  1.53s/it, loss=0.538, mat=0.003, sens=0.767, deg=0.00
Ep 091/100 [S4:finetune]:  66%|▋| 175/264 [04:29<02:16,  1.53s/it, loss=0.540, mat=0.005, sens=0.769, deg=0.00
Ep 091/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:14,  1.53s/it, loss=0.540, mat=0.005, sens=0.769, deg=0.00
Ep 091/100 [S4:finetune]:  67%|▋| 176/264 [04:30<02:14,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:12,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  67%|▋| 177/264 [04:32<02:12,  1.53s/it, loss=0.541, mat=0.002, sens=0.771, deg=0.00
Ep 091/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:11,  1.52s/it, loss=0.541, mat=0.002, sens=0.771, deg=0.00
Ep 091/100 [S4:finetune]:  67%|▋| 178/264 [04:33<02:11,  1.52s/it, loss=0.515, mat=0.004, sens=0.733, deg=0.00
Ep 091/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:09,  1.53s/it, loss=0.515, mat=0.004, sens=0.733, deg=0.00
Ep 091/100 [S4:finetune]:  68%|▋| 179/264 [04:35<02:09,  1.53s/it, loss=0.573, mat=0.005, sens=0.816, deg=0.00
Ep 091/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:08,  1.53s/it, loss=0.573, mat=0.005, sens=0.816, deg=0.00
Ep 091/100 [S4:finetune]:  68%|▋| 180/264 [04:36<02:08,  1.53s/it, loss=0.573, mat=0.004, sens=0.816, deg=0.00
Ep 091/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:06,  1.53s/it, loss=0.573, mat=0.004, sens=0.816, deg=0.00
Ep 091/100 [S4:finetune]:  69%|▋| 181/264 [04:38<02:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:06,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  69%|▋| 182/264 [04:40<02:06,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:04,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  69%|▋| 183/264 [04:41<02:04,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  70%|▋| 184/264 [04:43<02:02,  1.53s/it, loss=0.568, mat=0.003, sens=0.810, deg=0.00
Ep 091/100 [S4:finetune]:  70%|▋| 185/264 [04:43<02:00,  1.53s/it, loss=0.568, mat=0.003, sens=0.810, deg=0.00
Ep 091/100 [S4:finetune]:  70%|▋| 185/264 [04:44<02:00,  1.53s/it, loss=0.565, mat=0.003, sens=0.806, deg=0.00
Ep 091/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:59,  1.53s/it, loss=0.565, mat=0.003, sens=0.806, deg=0.00
Ep 091/100 [S4:finetune]:  70%|▋| 186/264 [04:46<01:59,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:57,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  71%|▋| 187/264 [04:47<01:57,  1.53s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.00
Ep 091/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:56,  1.53s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.00
Ep 091/100 [S4:finetune]:  71%|▋| 188/264 [04:49<01:56,  1.53s/it, loss=0.599, mat=0.005, sens=0.854, deg=0.00
Ep 091/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:54,  1.53s/it, loss=0.599, mat=0.005, sens=0.854, deg=0.00
Ep 091/100 [S4:finetune]:  72%|▋| 189/264 [04:50<01:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  72%|▋| 190/264 [04:52<01:52,  1.53s/it, loss=0.580, mat=0.004, sens=0.825, deg=0.00
Ep 091/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:51,  1.53s/it, loss=0.580, mat=0.004, sens=0.825, deg=0.00
Ep 091/100 [S4:finetune]:  72%|▋| 191/264 [04:53<01:51,  1.53s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 091/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.53s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 091/100 [S4:finetune]:  73%|▋| 192/264 [04:55<01:49,  1.53s/it, loss=0.631, mat=0.004, sens=0.899, deg=0.00
Ep 091/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:48,  1.53s/it, loss=0.631, mat=0.004, sens=0.899, deg=0.00
Ep 091/100 [S4:finetune]:  73%|▋| 193/264 [04:56<01:48,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:48,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  73%|▋| 194/264 [04:58<01:48,  1.55s/it, loss=0.594, mat=0.004, sens=0.846, deg=0.00
Ep 091/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:46,  1.54s/it, loss=0.594, mat=0.004, sens=0.846, deg=0.00
Ep 091/100 [S4:finetune]:  74%|▋| 195/264 [05:00<01:46,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:45,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  74%|▋| 196/264 [05:01<01:45,  1.54s/it, loss=0.670, mat=0.004, sens=0.955, deg=0.00
Ep 091/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:43,  1.54s/it, loss=0.670, mat=0.004, sens=0.955, deg=0.00
Ep 091/100 [S4:finetune]:  75%|▋| 197/264 [05:03<01:43,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:41,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  75%|▊| 198/264 [05:04<01:41,  1.53s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 091/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:39,  1.53s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 091/100 [S4:finetune]:  75%|▊| 199/264 [05:06<01:39,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  76%|▊| 200/264 [05:07<01:37,  1.53s/it, loss=0.614, mat=0.003, sens=0.876, deg=0.00
Ep 091/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:36,  1.53s/it, loss=0.614, mat=0.003, sens=0.876, deg=0.00
Ep 091/100 [S4:finetune]:  76%|▊| 201/264 [05:09<01:36,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  77%|▊| 202/264 [05:10<01:34,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  77%|▊| 203/264 [05:12<01:32,  1.52s/it, loss=0.640, mat=0.004, sens=0.911, deg=0.00
Ep 091/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:31,  1.52s/it, loss=0.640, mat=0.004, sens=0.911, deg=0.00
Ep 091/100 [S4:finetune]:  77%|▊| 204/264 [05:13<01:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  78%|▊| 205/264 [05:15<01:29,  1.52s/it, loss=0.656, mat=0.002, sens=0.937, deg=0.00
Ep 091/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:28,  1.52s/it, loss=0.656, mat=0.002, sens=0.937, deg=0.00
Ep 091/100 [S4:finetune]:  78%|▊| 206/264 [05:16<01:28,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  78%|▊| 207/264 [05:18<01:26,  1.52s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 091/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:25,  1.52s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 091/100 [S4:finetune]:  79%|▊| 208/264 [05:19<01:25,  1.52s/it, loss=0.557, mat=0.002, sens=0.794, deg=0.00
Ep 091/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.557, mat=0.002, sens=0.794, deg=0.00
Ep 091/100 [S4:finetune]:  79%|▊| 209/264 [05:21<01:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  80%|▊| 210/264 [05:22<01:22,  1.52s/it, loss=0.537, mat=0.002, sens=0.766, deg=0.00
Ep 091/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.537, mat=0.002, sens=0.766, deg=0.00
Ep 091/100 [S4:finetune]:  80%|▊| 211/264 [05:24<01:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  80%|▊| 212/264 [05:25<01:18,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:18,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  81%|▊| 213/264 [05:27<01:18,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:16,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  81%|▊| 214/264 [05:28<01:16,  1.53s/it, loss=0.588, mat=0.002, sens=0.838, deg=0.00
Ep 091/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:14,  1.53s/it, loss=0.588, mat=0.002, sens=0.838, deg=0.00
Ep 091/100 [S4:finetune]:  81%|▊| 215/264 [05:30<01:14,  1.53s/it, loss=0.613, mat=0.004, sens=0.872, deg=0.00
Ep 091/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:13,  1.53s/it, loss=0.613, mat=0.004, sens=0.872, deg=0.00
Ep 091/100 [S4:finetune]:  82%|▊| 216/264 [05:32<01:13,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  82%|▊| 217/264 [05:33<01:11,  1.53s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 091/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:10,  1.52s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 091/100 [S4:finetune]:  83%|▊| 218/264 [05:35<01:10,  1.52s/it, loss=0.696, mat=0.003, sens=0.992, deg=0.00
Ep 091/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.52s/it, loss=0.696, mat=0.003, sens=0.992, deg=0.00
Ep 091/100 [S4:finetune]:  83%|▊| 219/264 [05:36<01:08,  1.52s/it, loss=0.568, mat=0.003, sens=0.806, deg=0.00
Ep 091/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:07,  1.53s/it, loss=0.568, mat=0.003, sens=0.806, deg=0.00
Ep 091/100 [S4:finetune]:  83%|▊| 220/264 [05:38<01:07,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:05,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  84%|▊| 221/264 [05:39<01:05,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:04,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  84%|▊| 222/264 [05:41<01:04,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  84%|▊| 223/264 [05:41<01:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  84%|▊| 223/264 [05:42<01:02,  1.52s/it, loss=0.630, mat=0.003, sens=0.899, deg=0.00
Ep 091/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:00,  1.52s/it, loss=0.630, mat=0.003, sens=0.899, deg=0.00
Ep 091/100 [S4:finetune]:  85%|▊| 224/264 [05:44<01:00,  1.52s/it, loss=0.582, mat=0.003, sens=0.829, deg=0.00
Ep 091/100 [S4:finetune]:  85%|▊| 225/264 [05:44<00:59,  1.52s/it, loss=0.582, mat=0.003, sens=0.829, deg=0.00
Ep 091/100 [S4:finetune]:  85%|▊| 225/264 [05:45<00:59,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  86%|▊| 226/264 [05:47<00:57,  1.52s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.00
Ep 091/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:57,  1.54s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.00
Ep 091/100 [S4:finetune]:  86%|▊| 227/264 [05:48<00:57,  1.54s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 091/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:55,  1.53s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 091/100 [S4:finetune]:  86%|▊| 228/264 [05:50<00:55,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:53,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  87%|▊| 229/264 [05:51<00:53,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  87%|▊| 230/264 [05:53<00:51,  1.52s/it, loss=0.538, mat=0.004, sens=0.766, deg=0.00
Ep 091/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:50,  1.52s/it, loss=0.538, mat=0.004, sens=0.766, deg=0.00
Ep 091/100 [S4:finetune]:  88%|▉| 231/264 [05:54<00:50,  1.52s/it, loss=0.608, mat=0.003, sens=0.867, deg=0.00
Ep 091/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.608, mat=0.003, sens=0.867, deg=0.00
Ep 091/100 [S4:finetune]:  88%|▉| 232/264 [05:56<00:48,  1.52s/it, loss=0.585, mat=0.003, sens=0.833, deg=0.00
Ep 091/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:47,  1.52s/it, loss=0.585, mat=0.003, sens=0.833, deg=0.00
Ep 091/100 [S4:finetune]:  88%|▉| 233/264 [05:57<00:47,  1.52s/it, loss=0.532, mat=0.002, sens=0.759, deg=0.00
Ep 091/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.532, mat=0.002, sens=0.759, deg=0.00
Ep 091/100 [S4:finetune]:  89%|▉| 234/264 [05:59<00:45,  1.52s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 091/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:44,  1.52s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 091/100 [S4:finetune]:  89%|▉| 235/264 [06:00<00:44,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  89%|▉| 236/264 [06:02<00:42,  1.52s/it, loss=0.560, mat=0.003, sens=0.798, deg=0.00
Ep 091/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:40,  1.52s/it, loss=0.560, mat=0.003, sens=0.798, deg=0.00
Ep 091/100 [S4:finetune]:  90%|▉| 237/264 [06:04<00:40,  1.52s/it, loss=0.569, mat=0.004, sens=0.810, deg=0.00
Ep 091/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.569, mat=0.004, sens=0.810, deg=0.00
Ep 091/100 [S4:finetune]:  90%|▉| 238/264 [06:05<00:39,  1.52s/it, loss=0.666, mat=0.002, sens=0.951, deg=0.00
Ep 091/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:38,  1.54s/it, loss=0.666, mat=0.002, sens=0.951, deg=0.00
Ep 091/100 [S4:finetune]:  91%|▉| 239/264 [06:07<00:38,  1.54s/it, loss=0.506, mat=0.003, sens=0.720, deg=0.00
Ep 091/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.53s/it, loss=0.506, mat=0.003, sens=0.720, deg=0.00
Ep 091/100 [S4:finetune]:  91%|▉| 240/264 [06:08<00:36,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:35,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  91%|▉| 241/264 [06:10<00:35,  1.53s/it, loss=0.543, mat=0.004, sens=0.773, deg=0.00
Ep 091/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.53s/it, loss=0.543, mat=0.004, sens=0.773, deg=0.00
Ep 091/100 [S4:finetune]:  92%|▉| 242/264 [06:11<00:33,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:31,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  92%|▉| 243/264 [06:13<00:31,  1.52s/it, loss=0.570, mat=0.003, sens=0.811, deg=0.00
Ep 091/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.53s/it, loss=0.570, mat=0.003, sens=0.811, deg=0.00
Ep 091/100 [S4:finetune]:  92%|▉| 244/264 [06:14<00:30,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  93%|▉| 245/264 [06:16<00:29,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  93%|▉| 246/264 [06:16<00:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  93%|▉| 246/264 [06:17<00:27,  1.53s/it, loss=0.610, mat=0.004, sens=0.867, deg=0.00
Ep 091/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.52s/it, loss=0.610, mat=0.004, sens=0.867, deg=0.00
Ep 091/100 [S4:finetune]:  94%|▉| 247/264 [06:19<00:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  94%|▉| 248/264 [06:20<00:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  94%|▉| 249/264 [06:22<00:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  95%|▉| 250/264 [06:23<00:21,  1.52s/it, loss=0.554, mat=0.005, sens=0.789, deg=0.00
Ep 091/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.554, mat=0.005, sens=0.789, deg=0.00
Ep 091/100 [S4:finetune]:  95%|▉| 251/264 [06:25<00:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  95%|▉| 252/264 [06:26<00:18,  1.52s/it, loss=0.518, mat=0.004, sens=0.738, deg=0.00
Ep 091/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.518, mat=0.004, sens=0.738, deg=0.00
Ep 091/100 [S4:finetune]:  96%|▉| 253/264 [06:28<00:16,  1.52s/it, loss=0.536, mat=0.003, sens=0.765, deg=0.00
Ep 091/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.536, mat=0.003, sens=0.765, deg=0.00
Ep 091/100 [S4:finetune]:  96%|▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  97%|▉| 255/264 [06:31<00:13,  1.52s/it, loss=0.583, mat=0.004, sens=0.830, deg=0.00
Ep 091/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.583, mat=0.004, sens=0.830, deg=0.00
Ep 091/100 [S4:finetune]:  97%|▉| 256/264 [06:33<00:12,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  97%|▉| 257/264 [06:34<00:10,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]:  98%|▉| 258/264 [06:36<00:09,  1.53s/it, loss=0.527, mat=0.005, sens=0.751, deg=0.00
Ep 091/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.53s/it, loss=0.527, mat=0.005, sens=0.751, deg=0.00
Ep 091/100 [S4:finetune]:  98%|▉| 259/264 [06:37<00:07,  1.53s/it, loss=0.510, mat=0.003, sens=0.727, deg=0.00
Ep 091/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.510, mat=0.003, sens=0.727, deg=0.00
Ep 091/100 [S4:finetune]:  98%|▉| 260/264 [06:39<00:06,  1.53s/it, loss=0.594, mat=0.003, sens=0.841, deg=0.00
Ep 091/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.594, mat=0.003, sens=0.841, deg=0.00
Ep 091/100 [S4:finetune]:  99%|▉| 261/264 [06:40<00:04,  1.52s/it, loss=0.564, mat=0.003, sens=0.805, deg=0.00
Ep 091/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.564, mat=0.003, sens=0.805, deg=0.00
Ep 091/100 [S4:finetune]:  99%|▉| 262/264 [06:42<00:03,  1.52s/it, loss=0.560, mat=0.002, sens=0.799, deg=0.00
Ep 091/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.560, mat=0.002, sens=0.799, deg=0.00
Ep 091/100 [S4:finetune]: 100%|▉| 263/264 [06:43<00:01,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 091/100 [S4:finetune]: 100%|█| 264/264 [06:43<00:00,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
                                                                                                              
Epoch 091/100 [S4:finetune]  loss=0.2960  mat=0.0032  sens=0.4198  deg=0.0004  orth=0.0011  α=0.3 β=0.7 γ=0.2  404s

Ep 092/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 092/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 092/100 [S4:finetune]:   0%| | 1/264 [00:02<10:06,  2.31s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 092/100 [S4:finetune]:   0%| | 1/264 [00:03<10:06,  2.31s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 092/100 [S4:finetune]:   1%| | 2/264 [00:03<08:02,  1.84s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 092/100 [S4:finetune]:   1%| | 2/264 [00:05<08:02,  1.84s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.000]
Ep 092/100 [S4:finetune]:   1%| | 3/264 [00:05<07:21,  1.69s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.000]
Ep 092/100 [S4:finetune]:   1%| | 3/264 [00:06<07:21,  1.69s/it, loss=0.537, mat=0.004, sens=0.764, deg=0.000]
Ep 092/100 [S4:finetune]:   2%| | 4/264 [00:06<07:05,  1.63s/it, loss=0.537, mat=0.004, sens=0.764, deg=0.000]
Ep 092/100 [S4:finetune]:   2%| | 4/264 [00:08<07:05,  1.63s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 092/100 [S4:finetune]:   2%| | 5/264 [00:08<06:53,  1.60s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 092/100 [S4:finetune]:   2%| | 5/264 [00:09<06:53,  1.60s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 092/100 [S4:finetune]:   2%| | 6/264 [00:09<06:43,  1.57s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 092/100 [S4:finetune]:   2%| | 6/264 [00:11<06:43,  1.57s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 092/100 [S4:finetune]:   3%| | 7/264 [00:11<06:38,  1.55s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000]
Ep 092/100 [S4:finetune]:   3%| | 7/264 [00:12<06:38,  1.55s/it, loss=0.586, mat=0.003, sens=0.836, deg=0.000]
Ep 092/100 [S4:finetune]:   3%| | 8/264 [00:12<06:33,  1.54s/it, loss=0.586, mat=0.003, sens=0.836, deg=0.000]
Ep 092/100 [S4:finetune]:   3%| | 8/264 [00:14<06:33,  1.54s/it, loss=0.554, mat=0.003, sens=0.790, deg=0.000]
Ep 092/100 [S4:finetune]:   3%| | 9/264 [00:14<06:39,  1.57s/it, loss=0.554, mat=0.003, sens=0.790, deg=0.000]
Ep 092/100 [S4:finetune]:   3%| | 9/264 [00:16<06:39,  1.57s/it, loss=0.535, mat=0.004, sens=0.762, deg=0.000]
Ep 092/100 [S4:finetune]:   4%| | 10/264 [00:16<06:33,  1.55s/it, loss=0.535, mat=0.004, sens=0.762, deg=0.000
Ep 092/100 [S4:finetune]:   4%| | 10/264 [00:17<06:33,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   4%| | 11/264 [00:17<06:29,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   4%| | 11/264 [00:19<06:29,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   5%| | 12/264 [00:19<06:25,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   5%| | 12/264 [00:20<06:25,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   5%| | 13/264 [00:20<06:22,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   5%| | 13/264 [00:22<06:22,  1.52s/it, loss=0.513, mat=0.002, sens=0.731, deg=0.000
Ep 092/100 [S4:finetune]:   5%| | 14/264 [00:22<06:20,  1.52s/it, loss=0.513, mat=0.002, sens=0.731, deg=0.000
Ep 092/100 [S4:finetune]:   5%| | 14/264 [00:23<06:20,  1.52s/it, loss=0.502, mat=0.003, sens=0.715, deg=0.000
Ep 092/100 [S4:finetune]:   6%| | 15/264 [00:23<06:18,  1.52s/it, loss=0.502, mat=0.003, sens=0.715, deg=0.000
Ep 092/100 [S4:finetune]:   6%| | 15/264 [00:25<06:18,  1.52s/it, loss=0.537, mat=0.003, sens=0.766, deg=0.000
Ep 092/100 [S4:finetune]:   6%| | 16/264 [00:25<06:16,  1.52s/it, loss=0.537, mat=0.003, sens=0.766, deg=0.000
Ep 092/100 [S4:finetune]:   6%| | 16/264 [00:26<06:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   6%| | 17/264 [00:26<06:13,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   6%| | 17/264 [00:28<06:13,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   7%| | 18/264 [00:28<06:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   7%| | 19/264 [00:29<06:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   7%| | 19/264 [00:31<06:11,  1.51s/it, loss=0.495, mat=0.003, sens=0.705, deg=0.000
Ep 092/100 [S4:finetune]:   8%| | 20/264 [00:31<06:10,  1.52s/it, loss=0.495, mat=0.003, sens=0.705, deg=0.000
Ep 092/100 [S4:finetune]:   8%| | 20/264 [00:32<06:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   8%| | 21/264 [00:32<06:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   8%| | 21/264 [00:34<06:08,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   8%| | 22/264 [00:34<06:06,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   9%| | 23/264 [00:35<06:10,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   9%| | 23/264 [00:37<06:10,  1.54s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.000
Ep 092/100 [S4:finetune]:   9%| | 24/264 [00:37<06:07,  1.53s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.000
Ep 092/100 [S4:finetune]:   9%| | 24/264 [00:38<06:07,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   9%| | 25/264 [00:38<06:04,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:   9%| | 25/264 [00:40<06:04,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  10%| | 26/264 [00:40<06:03,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  10%| | 26/264 [00:41<06:03,  1.53s/it, loss=0.545, mat=0.003, sens=0.775, deg=0.000
Ep 092/100 [S4:finetune]:  10%| | 27/264 [00:41<06:01,  1.53s/it, loss=0.545, mat=0.003, sens=0.775, deg=0.000
Ep 092/100 [S4:finetune]:  10%| | 27/264 [00:43<06:01,  1.53s/it, loss=0.548, mat=0.004, sens=0.780, deg=0.000
Ep 092/100 [S4:finetune]:  11%| | 28/264 [00:43<06:01,  1.53s/it, loss=0.548, mat=0.004, sens=0.780, deg=0.000
Ep 092/100 [S4:finetune]:  11%| | 28/264 [00:44<06:01,  1.53s/it, loss=0.558, mat=0.003, sens=0.796, deg=0.000
Ep 092/100 [S4:finetune]:  11%| | 29/264 [00:44<06:00,  1.53s/it, loss=0.558, mat=0.003, sens=0.796, deg=0.000
Ep 092/100 [S4:finetune]:  11%| | 29/264 [00:46<06:00,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  11%| | 30/264 [00:46<05:57,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  11%| | 30/264 [00:48<05:57,  1.53s/it, loss=0.523, mat=0.003, sens=0.746, deg=0.000
Ep 092/100 [S4:finetune]:  12%| | 31/264 [00:48<05:54,  1.52s/it, loss=0.523, mat=0.003, sens=0.746, deg=0.000
Ep 092/100 [S4:finetune]:  12%| | 31/264 [00:49<05:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  12%| | 32/264 [00:49<05:52,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  12%| | 32/264 [00:51<05:52,  1.52s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.000
Ep 092/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:51,  1.52s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.000
Ep 092/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:51,  1.52s/it, loss=0.517, mat=0.003, sens=0.735, deg=0.000
Ep 092/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:49,  1.52s/it, loss=0.517, mat=0.003, sens=0.735, deg=0.000
Ep 092/100 [S4:finetune]:  13%|▏| 34/264 [00:54<05:49,  1.52s/it, loss=0.681, mat=0.004, sens=0.971, deg=0.000
Ep 092/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:47,  1.52s/it, loss=0.681, mat=0.004, sens=0.971, deg=0.000
Ep 092/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:47,  1.52s/it, loss=0.545, mat=0.002, sens=0.777, deg=0.000
Ep 092/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:46,  1.52s/it, loss=0.545, mat=0.002, sens=0.777, deg=0.000
Ep 092/100 [S4:finetune]:  14%|▏| 36/264 [00:57<05:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.564, mat=0.003, sens=0.804, deg=0.000
Ep 092/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:43,  1.52s/it, loss=0.564, mat=0.003, sens=0.804, deg=0.000
Ep 092/100 [S4:finetune]:  14%|▏| 38/264 [01:00<05:43,  1.52s/it, loss=0.605, mat=0.004, sens=0.862, deg=0.000
Ep 092/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:41,  1.52s/it, loss=0.605, mat=0.004, sens=0.862, deg=0.000
Ep 092/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  15%|▏| 40/264 [01:03<05:39,  1.51s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.000
Ep 092/100 [S4:finetune]:  16%|▏| 41/264 [01:03<05:37,  1.51s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.000
Ep 092/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:36,  1.52s/it, loss=0.646, mat=0.003, sens=0.921, deg=0.000
Ep 092/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:36,  1.52s/it, loss=0.646, mat=0.003, sens=0.921, deg=0.000
Ep 092/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:36,  1.52s/it, loss=0.644, mat=0.004, sens=0.918, deg=0.000
Ep 092/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:33,  1.52s/it, loss=0.644, mat=0.004, sens=0.918, deg=0.000
Ep 092/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:33,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:32,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:32,  1.52s/it, loss=0.738, mat=0.003, sens=1.053, deg=0.000
Ep 092/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.52s/it, loss=0.738, mat=0.003, sens=1.053, deg=0.000
Ep 092/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:29,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:29,  1.52s/it, loss=0.641, mat=0.003, sens=0.915, deg=0.000
Ep 092/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:27,  1.52s/it, loss=0.641, mat=0.003, sens=0.915, deg=0.000
Ep 092/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:25,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:25,  1.51s/it, loss=0.635, mat=0.005, sens=0.904, deg=0.000
Ep 092/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:24,  1.52s/it, loss=0.635, mat=0.005, sens=0.904, deg=0.000
Ep 092/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:24,  1.52s/it, loss=0.620, mat=0.003, sens=0.884, deg=0.000
Ep 092/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:23,  1.52s/it, loss=0.620, mat=0.003, sens=0.884, deg=0.000
Ep 092/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:23,  1.52s/it, loss=0.588, mat=0.003, sens=0.839, deg=0.000
Ep 092/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:24,  1.53s/it, loss=0.588, mat=0.003, sens=0.839, deg=0.000
Ep 092/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:24,  1.53s/it, loss=0.626, mat=0.003, sens=0.893, deg=0.000
Ep 092/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:27,  1.55s/it, loss=0.626, mat=0.003, sens=0.893, deg=0.000
Ep 092/100 [S4:finetune]:  20%|▏| 53/264 [01:23<05:27,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:23,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:23,  1.54s/it, loss=0.641, mat=0.004, sens=0.914, deg=0.000
Ep 092/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:20,  1.53s/it, loss=0.641, mat=0.004, sens=0.914, deg=0.000
Ep 092/100 [S4:finetune]:  21%|▏| 55/264 [01:26<05:20,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:17,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:17,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  22%|▏| 57/264 [01:29<05:15,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:13,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  22%|▏| 59/264 [01:32<05:11,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:09,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.603, mat=0.004, sens=0.859, deg=0.000
Ep 092/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:07,  1.52s/it, loss=0.603, mat=0.004, sens=0.859, deg=0.000
Ep 092/100 [S4:finetune]:  23%|▏| 61/264 [01:35<05:07,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:06,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:06,  1.52s/it, loss=0.588, mat=0.004, sens=0.839, deg=0.000
Ep 092/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:05,  1.52s/it, loss=0.588, mat=0.004, sens=0.839, deg=0.000
Ep 092/100 [S4:finetune]:  24%|▏| 63/264 [01:38<05:05,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:03,  1.52s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.000
Ep 092/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:01,  1.52s/it, loss=0.642, mat=0.004, sens=0.915, deg=0.000
Ep 092/100 [S4:finetune]:  25%|▏| 65/264 [01:41<05:01,  1.52s/it, loss=0.620, mat=0.002, sens=0.884, deg=0.000
Ep 092/100 [S4:finetune]:  25%|▎| 66/264 [01:41<05:00,  1.52s/it, loss=0.620, mat=0.002, sens=0.884, deg=0.000
Ep 092/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  25%|▎| 67/264 [01:42<05:03,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  25%|▎| 67/264 [01:44<05:03,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  26%|▎| 68/264 [01:44<05:00,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  26%|▎| 68/264 [01:45<05:00,  1.53s/it, loss=0.606, mat=0.003, sens=0.864, deg=0.000
Ep 092/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:59,  1.53s/it, loss=0.606, mat=0.003, sens=0.864, deg=0.000
Ep 092/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:59,  1.53s/it, loss=0.588, mat=0.003, sens=0.838, deg=0.000
Ep 092/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:56,  1.53s/it, loss=0.588, mat=0.003, sens=0.838, deg=0.000
Ep 092/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:56,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:54,  1.53s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.000
Ep 092/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:52,  1.52s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.000
Ep 092/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:52,  1.52s/it, loss=0.686, mat=0.003, sens=0.978, deg=0.000
Ep 092/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:50,  1.52s/it, loss=0.686, mat=0.003, sens=0.978, deg=0.000
Ep 092/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:49,  1.52s/it, loss=0.653, mat=0.003, sens=0.932, deg=0.000
Ep 092/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:47,  1.52s/it, loss=0.653, mat=0.003, sens=0.932, deg=0.000
Ep 092/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:47,  1.52s/it, loss=0.650, mat=0.003, sens=0.927, deg=0.000
Ep 092/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:46,  1.53s/it, loss=0.650, mat=0.003, sens=0.927, deg=0.000
Ep 092/100 [S4:finetune]:  29%|▎| 76/264 [01:58<04:46,  1.53s/it, loss=0.641, mat=0.003, sens=0.913, deg=0.000
Ep 092/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:46,  1.53s/it, loss=0.641, mat=0.003, sens=0.913, deg=0.000
Ep 092/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:46,  1.53s/it, loss=0.702, mat=0.005, sens=1.001, deg=0.000
Ep 092/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:44,  1.53s/it, loss=0.702, mat=0.005, sens=1.001, deg=0.000
Ep 092/100 [S4:finetune]:  30%|▎| 78/264 [02:01<04:44,  1.53s/it, loss=0.693, mat=0.003, sens=0.986, deg=0.000
Ep 092/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:46,  1.55s/it, loss=0.693, mat=0.003, sens=0.986, deg=0.000
Ep 092/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:46,  1.55s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:42,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  30%|▎| 80/264 [02:04<04:42,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:39,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:39,  1.53s/it, loss=0.729, mat=0.003, sens=1.039, deg=0.000
Ep 092/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:37,  1.53s/it, loss=0.729, mat=0.003, sens=1.039, deg=0.000
Ep 092/100 [S4:finetune]:  31%|▎| 82/264 [02:07<04:37,  1.53s/it, loss=0.720, mat=0.003, sens=1.024, deg=0.000
Ep 092/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:35,  1.52s/it, loss=0.720, mat=0.003, sens=1.024, deg=0.000
Ep 092/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:35,  1.52s/it, loss=0.680, mat=0.001, sens=0.970, deg=0.000
Ep 092/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:34,  1.52s/it, loss=0.680, mat=0.001, sens=0.970, deg=0.000
Ep 092/100 [S4:finetune]:  32%|▎| 84/264 [02:10<04:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  33%|▎| 86/264 [02:13<04:30,  1.52s/it, loss=0.779, mat=0.004, sens=1.110, deg=0.000
Ep 092/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:28,  1.52s/it, loss=0.779, mat=0.004, sens=1.110, deg=0.000
Ep 092/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=0.758, mat=0.003, sens=1.080, deg=0.000
Ep 092/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:27,  1.52s/it, loss=0.758, mat=0.003, sens=1.080, deg=0.000
Ep 092/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:22,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:22,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:20,  1.52s/it, loss=0.738, mat=0.003, sens=1.052, deg=0.000
Ep 092/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.738, mat=0.003, sens=1.052, deg=0.000
Ep 092/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:18,  1.52s/it, loss=0.640, mat=0.003, sens=0.911, deg=0.000
Ep 092/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:16,  1.52s/it, loss=0.640, mat=0.003, sens=0.911, deg=0.000
Ep 092/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:15,  1.52s/it, loss=0.765, mat=0.004, sens=1.090, deg=0.000
Ep 092/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:17,  1.54s/it, loss=0.765, mat=0.004, sens=1.090, deg=0.000
Ep 092/100 [S4:finetune]:  37%|▎| 97/264 [02:30<04:17,  1.54s/it, loss=0.670, mat=0.004, sens=0.954, deg=0.000
Ep 092/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:14,  1.53s/it, loss=0.670, mat=0.004, sens=0.954, deg=0.000
Ep 092/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:14,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:12,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 092/100 [S4:finetune]:  38%|▍| 99/264 [02:33<04:12,  1.53s/it, loss=0.678, mat=0.004, sens=0.964, deg=0.000
Ep 092/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:09,  1.52s/it, loss=0.678, mat=0.004, sens=0.964, deg=0.00
Ep 092/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:09,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  38%|▍| 101/264 [02:36<04:09,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:07,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:07,  1.53s/it, loss=0.657, mat=0.003, sens=0.936, deg=0.00
Ep 092/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:06,  1.53s/it, loss=0.657, mat=0.003, sens=0.936, deg=0.00
Ep 092/100 [S4:finetune]:  39%|▍| 103/264 [02:39<04:06,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:04,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:04,  1.53s/it, loss=0.670, mat=0.003, sens=0.956, deg=0.00
Ep 092/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:02,  1.52s/it, loss=0.670, mat=0.003, sens=0.956, deg=0.00
Ep 092/100 [S4:finetune]:  40%|▍| 105/264 [02:42<04:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  41%|▍| 107/264 [02:45<03:58,  1.52s/it, loss=0.597, mat=0.003, sens=0.850, deg=0.00
Ep 092/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:56,  1.52s/it, loss=0.597, mat=0.003, sens=0.850, deg=0.00
Ep 092/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:56,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:55,  1.52s/it, loss=0.554, mat=0.003, sens=0.790, deg=0.00
Ep 092/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:53,  1.52s/it, loss=0.554, mat=0.003, sens=0.790, deg=0.00
Ep 092/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:53,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:53,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:53,  1.54s/it, loss=0.632, mat=0.005, sens=0.900, deg=0.00
Ep 092/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:51,  1.53s/it, loss=0.632, mat=0.005, sens=0.900, deg=0.00
Ep 092/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:51,  1.53s/it, loss=0.536, mat=0.004, sens=0.764, deg=0.00
Ep 092/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:49,  1.53s/it, loss=0.536, mat=0.004, sens=0.764, deg=0.00
Ep 092/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:49,  1.53s/it, loss=0.587, mat=0.004, sens=0.835, deg=0.00
Ep 092/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:47,  1.52s/it, loss=0.587, mat=0.004, sens=0.835, deg=0.00
Ep 092/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  44%|▍| 116/264 [02:59<03:44,  1.52s/it, loss=0.613, mat=0.003, sens=0.872, deg=0.00
Ep 092/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:43,  1.52s/it, loss=0.613, mat=0.003, sens=0.872, deg=0.00
Ep 092/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:43,  1.52s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.00
Ep 092/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:41,  1.52s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.00
Ep 092/100 [S4:finetune]:  45%|▍| 118/264 [03:02<03:41,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:40,  1.52s/it, loss=0.590, mat=0.004, sens=0.840, deg=0.00
Ep 092/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:38,  1.52s/it, loss=0.590, mat=0.004, sens=0.840, deg=0.00
Ep 092/100 [S4:finetune]:  45%|▍| 120/264 [03:05<03:38,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:36,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  46%|▍| 122/264 [03:08<03:35,  1.52s/it, loss=0.546, mat=0.003, sens=0.778, deg=0.00
Ep 092/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:33,  1.52s/it, loss=0.546, mat=0.003, sens=0.778, deg=0.00
Ep 092/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:33,  1.52s/it, loss=0.569, mat=0.004, sens=0.809, deg=0.00
Ep 092/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:35,  1.54s/it, loss=0.569, mat=0.004, sens=0.809, deg=0.00
Ep 092/100 [S4:finetune]:  47%|▍| 124/264 [03:11<03:35,  1.54s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.00
Ep 092/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:34,  1.54s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.00
Ep 092/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:34,  1.54s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:32,  1.54s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  48%|▍| 126/264 [03:14<03:32,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:30,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:30,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:27,  1.53s/it, loss=0.592, mat=0.004, sens=0.843, deg=0.00
Ep 092/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:25,  1.53s/it, loss=0.592, mat=0.004, sens=0.843, deg=0.00
Ep 092/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:25,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:23,  1.52s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.00
Ep 092/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:22,  1.52s/it, loss=0.548, mat=0.003, sens=0.780, deg=0.00
Ep 092/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:22,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:20,  1.52s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.00
Ep 092/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:19,  1.52s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.00
Ep 092/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:17,  1.52s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 092/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:15,  1.52s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 092/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:15,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.533, mat=0.003, sens=0.758, deg=0.00
Ep 092/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.52s/it, loss=0.533, mat=0.003, sens=0.758, deg=0.00
Ep 092/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:11,  1.52s/it, loss=0.544, mat=0.002, sens=0.774, deg=0.00
Ep 092/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.52s/it, loss=0.544, mat=0.002, sens=0.774, deg=0.00
Ep 092/100 [S4:finetune]:  53%|▌| 139/264 [03:34<03:09,  1.52s/it, loss=0.583, mat=0.003, sens=0.830, deg=0.00
Ep 092/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:08,  1.52s/it, loss=0.583, mat=0.003, sens=0.830, deg=0.00
Ep 092/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:08,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  53%|▌| 141/264 [03:37<03:06,  1.52s/it, loss=0.578, mat=0.005, sens=0.823, deg=0.00
Ep 092/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:04,  1.52s/it, loss=0.578, mat=0.005, sens=0.823, deg=0.00
Ep 092/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:04,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:06,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  54%|▌| 143/264 [03:40<03:06,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:03,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:03,  1.53s/it, loss=0.556, mat=0.002, sens=0.792, deg=0.00
Ep 092/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:01,  1.53s/it, loss=0.556, mat=0.002, sens=0.792, deg=0.00
Ep 092/100 [S4:finetune]:  55%|▌| 145/264 [03:43<03:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:59,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  55%|▌| 146/264 [03:44<02:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  56%|▌| 147/264 [03:46<02:57,  1.52s/it, loss=0.520, mat=0.003, sens=0.741, deg=0.00
Ep 092/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:56,  1.52s/it, loss=0.520, mat=0.003, sens=0.741, deg=0.00
Ep 092/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:56,  1.52s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 092/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:55,  1.53s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 092/100 [S4:finetune]:  56%|▌| 149/264 [03:49<02:55,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:54,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:54,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:52,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  57%|▌| 151/264 [03:52<02:52,  1.52s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 092/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:50,  1.52s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 092/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:50,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:48,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  58%|▌| 153/264 [03:55<02:48,  1.52s/it, loss=0.577, mat=0.002, sens=0.822, deg=0.00
Ep 092/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.577, mat=0.002, sens=0.822, deg=0.00
Ep 092/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.654, mat=0.003, sens=0.932, deg=0.00
Ep 092/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.654, mat=0.003, sens=0.932, deg=0.00
Ep 092/100 [S4:finetune]:  59%|▌| 155/264 [03:58<02:45,  1.52s/it, loss=0.604, mat=0.002, sens=0.862, deg=0.00
Ep 092/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.604, mat=0.002, sens=0.862, deg=0.00
Ep 092/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:44,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  59%|▌| 157/264 [04:01<02:44,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:42,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  60%|▌| 158/264 [04:03<02:42,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:40,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  60%|▌| 159/264 [04:04<02:40,  1.53s/it, loss=0.620, mat=0.003, sens=0.884, deg=0.00
Ep 092/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:38,  1.52s/it, loss=0.620, mat=0.003, sens=0.884, deg=0.00
Ep 092/100 [S4:finetune]:  61%|▌| 160/264 [04:06<02:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  61%|▌| 161/264 [04:07<02:36,  1.52s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 092/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:35,  1.52s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 092/100 [S4:finetune]:  61%|▌| 162/264 [04:09<02:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  62%|▌| 163/264 [04:10<02:33,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:31,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  62%|▌| 164/264 [04:12<02:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  62%|▋| 165/264 [04:13<02:30,  1.52s/it, loss=0.635, mat=0.003, sens=0.903, deg=0.00
Ep 092/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.51s/it, loss=0.635, mat=0.003, sens=0.903, deg=0.00
Ep 092/100 [S4:finetune]:  63%|▋| 166/264 [04:15<02:28,  1.51s/it, loss=0.628, mat=0.004, sens=0.895, deg=0.00
Ep 092/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:26,  1.51s/it, loss=0.628, mat=0.004, sens=0.895, deg=0.00
Ep 092/100 [S4:finetune]:  63%|▋| 167/264 [04:16<02:26,  1.51s/it, loss=0.688, mat=0.003, sens=0.979, deg=0.00
Ep 092/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:25,  1.51s/it, loss=0.688, mat=0.003, sens=0.979, deg=0.00
Ep 092/100 [S4:finetune]:  64%|▋| 168/264 [04:18<02:25,  1.51s/it, loss=0.716, mat=0.004, sens=1.020, deg=0.00
Ep 092/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:26,  1.54s/it, loss=0.716, mat=0.004, sens=1.020, deg=0.00
Ep 092/100 [S4:finetune]:  64%|▋| 169/264 [04:19<02:26,  1.54s/it, loss=0.712, mat=0.003, sens=1.014, deg=0.00
Ep 092/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:23,  1.53s/it, loss=0.712, mat=0.003, sens=1.014, deg=0.00
Ep 092/100 [S4:finetune]:  64%|▋| 170/264 [04:21<02:23,  1.53s/it, loss=0.698, mat=0.003, sens=0.995, deg=0.00
Ep 092/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.698, mat=0.003, sens=0.995, deg=0.00
Ep 092/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  65%|▋| 172/264 [04:24<02:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:19,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:19,  1.53s/it, loss=0.681, mat=0.003, sens=0.971, deg=0.00
Ep 092/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:17,  1.53s/it, loss=0.681, mat=0.003, sens=0.971, deg=0.00
Ep 092/100 [S4:finetune]:  66%|▋| 174/264 [04:27<02:17,  1.53s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 092/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:15,  1.52s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 092/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  67%|▋| 176/264 [04:30<02:13,  1.52s/it, loss=0.690, mat=0.003, sens=0.983, deg=0.00
Ep 092/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.52s/it, loss=0.690, mat=0.003, sens=0.983, deg=0.00
Ep 092/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:11,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:10,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  67%|▋| 178/264 [04:33<02:10,  1.52s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.00
Ep 092/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.52s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.00
Ep 092/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:08,  1.52s/it, loss=0.533, mat=0.002, sens=0.761, deg=0.00
Ep 092/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.51s/it, loss=0.533, mat=0.002, sens=0.761, deg=0.00
Ep 092/100 [S4:finetune]:  68%|▋| 180/264 [04:36<02:07,  1.51s/it, loss=0.557, mat=0.003, sens=0.793, deg=0.00
Ep 092/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=0.557, mat=0.003, sens=0.793, deg=0.00
Ep 092/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  69%|▋| 182/264 [04:39<02:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:02,  1.52s/it, loss=0.590, mat=0.002, sens=0.842, deg=0.00
Ep 092/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.52s/it, loss=0.590, mat=0.002, sens=0.842, deg=0.00
Ep 092/100 [S4:finetune]:  70%|▋| 184/264 [04:42<02:01,  1.52s/it, loss=0.509, mat=0.004, sens=0.724, deg=0.00
Ep 092/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.52s/it, loss=0.509, mat=0.004, sens=0.724, deg=0.00
Ep 092/100 [S4:finetune]:  70%|▋| 185/264 [04:44<01:59,  1.52s/it, loss=0.549, mat=0.004, sens=0.778, deg=0.00
Ep 092/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:58,  1.51s/it, loss=0.549, mat=0.004, sens=0.778, deg=0.00
Ep 092/100 [S4:finetune]:  70%|▋| 186/264 [04:45<01:58,  1.51s/it, loss=0.567, mat=0.003, sens=0.807, deg=0.00
Ep 092/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:58,  1.54s/it, loss=0.567, mat=0.003, sens=0.807, deg=0.00
Ep 092/100 [S4:finetune]:  71%|▋| 187/264 [04:47<01:58,  1.54s/it, loss=0.546, mat=0.004, sens=0.776, deg=0.00
Ep 092/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:56,  1.53s/it, loss=0.546, mat=0.004, sens=0.776, deg=0.00
Ep 092/100 [S4:finetune]:  71%|▋| 188/264 [04:48<01:56,  1.53s/it, loss=0.567, mat=0.003, sens=0.807, deg=0.00
Ep 092/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:54,  1.53s/it, loss=0.567, mat=0.003, sens=0.807, deg=0.00
Ep 092/100 [S4:finetune]:  72%|▋| 189/264 [04:50<01:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  72%|▋| 191/264 [04:53<01:51,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:49,  1.52s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.00
Ep 092/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.00
Ep 092/100 [S4:finetune]:  73%|▋| 193/264 [04:56<01:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:46,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  74%|▋| 195/264 [04:59<01:44,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:43,  1.52s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.00
Ep 092/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.52s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.00
Ep 092/100 [S4:finetune]:  75%|▋| 197/264 [05:02<01:41,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:40,  1.53s/it, loss=0.563, mat=0.003, sens=0.800, deg=0.00
Ep 092/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:39,  1.52s/it, loss=0.563, mat=0.003, sens=0.800, deg=0.00
Ep 092/100 [S4:finetune]:  75%|▊| 199/264 [05:05<01:39,  1.52s/it, loss=0.546, mat=0.003, sens=0.777, deg=0.00
Ep 092/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.546, mat=0.003, sens=0.777, deg=0.00
Ep 092/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.52s/it, loss=0.524, mat=0.002, sens=0.747, deg=0.00
Ep 092/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.52s/it, loss=0.524, mat=0.002, sens=0.747, deg=0.00
Ep 092/100 [S4:finetune]:  76%|▊| 201/264 [05:08<01:35,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:35,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:35,  1.54s/it, loss=0.567, mat=0.003, sens=0.808, deg=0.00
Ep 092/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:33,  1.54s/it, loss=0.567, mat=0.003, sens=0.808, deg=0.00
Ep 092/100 [S4:finetune]:  77%|▊| 203/264 [05:11<01:33,  1.54s/it, loss=0.559, mat=0.003, sens=0.796, deg=0.00
Ep 092/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:31,  1.53s/it, loss=0.559, mat=0.003, sens=0.796, deg=0.00
Ep 092/100 [S4:finetune]:  77%|▊| 204/264 [05:13<01:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  78%|▊| 205/264 [05:14<01:30,  1.53s/it, loss=0.597, mat=0.003, sens=0.850, deg=0.00
Ep 092/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.53s/it, loss=0.597, mat=0.003, sens=0.850, deg=0.00
Ep 092/100 [S4:finetune]:  78%|▊| 206/264 [05:16<01:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  78%|▊| 207/264 [05:17<01:26,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  79%|▊| 208/264 [05:19<01:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  79%|▊| 209/264 [05:20<01:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  80%|▊| 210/264 [05:22<01:22,  1.52s/it, loss=0.577, mat=0.004, sens=0.821, deg=0.00
Ep 092/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.577, mat=0.004, sens=0.821, deg=0.00
Ep 092/100 [S4:finetune]:  80%|▊| 211/264 [05:23<01:20,  1.52s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 092/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:19,  1.52s/it, loss=0.643, mat=0.003, sens=0.916, deg=0.00
Ep 092/100 [S4:finetune]:  80%|▊| 212/264 [05:25<01:19,  1.52s/it, loss=0.601, mat=0.002, sens=0.855, deg=0.00
Ep 092/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.601, mat=0.002, sens=0.855, deg=0.00
Ep 092/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:17,  1.52s/it, loss=0.659, mat=0.003, sens=0.938, deg=0.00
Ep 092/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:17,  1.54s/it, loss=0.659, mat=0.003, sens=0.938, deg=0.00
Ep 092/100 [S4:finetune]:  81%|▊| 214/264 [05:28<01:17,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:15,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:15,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:13,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  82%|▊| 216/264 [05:31<01:13,  1.53s/it, loss=0.678, mat=0.003, sens=0.967, deg=0.00
Ep 092/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.53s/it, loss=0.678, mat=0.003, sens=0.967, deg=0.00
Ep 092/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:10,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  83%|▊| 218/264 [05:34<01:10,  1.52s/it, loss=0.648, mat=0.003, sens=0.917, deg=0.00
Ep 092/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.52s/it, loss=0.648, mat=0.003, sens=0.917, deg=0.00
Ep 092/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.52s/it, loss=0.562, mat=0.002, sens=0.801, deg=0.00
Ep 092/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.52s/it, loss=0.562, mat=0.002, sens=0.801, deg=0.00
Ep 092/100 [S4:finetune]:  83%|▊| 220/264 [05:37<01:06,  1.52s/it, loss=0.699, mat=0.004, sens=0.994, deg=0.00
Ep 092/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.699, mat=0.004, sens=0.994, deg=0.00
Ep 092/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:05,  1.52s/it, loss=0.626, mat=0.003, sens=0.890, deg=0.00
Ep 092/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:04,  1.53s/it, loss=0.626, mat=0.003, sens=0.890, deg=0.00
Ep 092/100 [S4:finetune]:  84%|▊| 222/264 [05:40<01:04,  1.53s/it, loss=0.553, mat=0.003, sens=0.782, deg=0.00
Ep 092/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.553, mat=0.003, sens=0.782, deg=0.00
Ep 092/100 [S4:finetune]:  84%|▊| 223/264 [05:42<01:02,  1.52s/it, loss=0.603, mat=0.003, sens=0.854, deg=0.00
Ep 092/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:01,  1.53s/it, loss=0.603, mat=0.003, sens=0.854, deg=0.00
Ep 092/100 [S4:finetune]:  85%|▊| 224/264 [05:43<01:01,  1.53s/it, loss=0.602, mat=0.004, sens=0.852, deg=0.00
Ep 092/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.52s/it, loss=0.602, mat=0.004, sens=0.852, deg=0.00
Ep 092/100 [S4:finetune]:  85%|▊| 225/264 [05:45<00:59,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  86%|▊| 226/264 [05:46<00:57,  1.52s/it, loss=0.570, mat=0.003, sens=0.813, deg=0.00
Ep 092/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.570, mat=0.003, sens=0.813, deg=0.00
Ep 092/100 [S4:finetune]:  86%|▊| 227/264 [05:48<00:56,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  86%|▊| 228/264 [05:49<00:54,  1.52s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.00
Ep 092/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.52s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.00
Ep 092/100 [S4:finetune]:  87%|▊| 229/264 [05:51<00:53,  1.52s/it, loss=0.549, mat=0.003, sens=0.783, deg=0.00
Ep 092/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.52s/it, loss=0.549, mat=0.003, sens=0.783, deg=0.00
Ep 092/100 [S4:finetune]:  87%|▊| 230/264 [05:52<00:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:50,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  88%|▉| 231/264 [05:54<00:50,  1.52s/it, loss=0.586, mat=0.003, sens=0.833, deg=0.00
Ep 092/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.586, mat=0.003, sens=0.833, deg=0.00
Ep 092/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:48,  1.52s/it, loss=0.534, mat=0.003, sens=0.762, deg=0.00
Ep 092/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:47,  1.54s/it, loss=0.534, mat=0.003, sens=0.762, deg=0.00
Ep 092/100 [S4:finetune]:  88%|▉| 233/264 [05:57<00:47,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:45,  1.53s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.00
Ep 092/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:44,  1.53s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.00
Ep 092/100 [S4:finetune]:  89%|▉| 235/264 [06:00<00:44,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:42,  1.52s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.00
Ep 092/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.52s/it, loss=0.613, mat=0.003, sens=0.873, deg=0.00
Ep 092/100 [S4:finetune]:  90%|▉| 237/264 [06:03<00:41,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.533, mat=0.004, sens=0.759, deg=0.00
Ep 092/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.52s/it, loss=0.533, mat=0.004, sens=0.759, deg=0.00
Ep 092/100 [S4:finetune]:  91%|▉| 239/264 [06:06<00:37,  1.52s/it, loss=0.560, mat=0.004, sens=0.797, deg=0.00
Ep 092/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.560, mat=0.004, sens=0.797, deg=0.00
Ep 092/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  91%|▉| 241/264 [06:09<00:34,  1.52s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.52s/it, loss=0.003, mat=0.006, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.52s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.00
Ep 092/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.51s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.00
Ep 092/100 [S4:finetune]:  92%|▉| 243/264 [06:12<00:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.51s/it, loss=0.533, mat=0.003, sens=0.759, deg=0.00
Ep 092/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.533, mat=0.003, sens=0.759, deg=0.00
Ep 092/100 [S4:finetune]:  93%|▉| 245/264 [06:15<00:28,  1.51s/it, loss=0.566, mat=0.002, sens=0.807, deg=0.00
Ep 092/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.53s/it, loss=0.566, mat=0.002, sens=0.807, deg=0.00
Ep 092/100 [S4:finetune]:  93%|▉| 246/264 [06:17<00:27,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:26,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  94%|▉| 247/264 [06:18<00:26,  1.55s/it, loss=0.585, mat=0.002, sens=0.835, deg=0.00
Ep 092/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.54s/it, loss=0.585, mat=0.002, sens=0.835, deg=0.00
Ep 092/100 [S4:finetune]:  94%|▉| 248/264 [06:20<00:24,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  94%|▉| 249/264 [06:21<00:22,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  95%|▉| 250/264 [06:23<00:21,  1.53s/it, loss=0.560, mat=0.003, sens=0.799, deg=0.00
Ep 092/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.560, mat=0.003, sens=0.799, deg=0.00
Ep 092/100 [S4:finetune]:  95%|▉| 251/264 [06:24<00:19,  1.52s/it, loss=0.524, mat=0.004, sens=0.747, deg=0.00
Ep 092/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.52s/it, loss=0.524, mat=0.004, sens=0.747, deg=0.00
Ep 092/100 [S4:finetune]:  95%|▉| 252/264 [06:26<00:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  96%|▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  96%|▉| 254/264 [06:29<00:15,  1.52s/it, loss=0.560, mat=0.003, sens=0.799, deg=0.00
Ep 092/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.560, mat=0.003, sens=0.799, deg=0.00
Ep 092/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  97%|▉| 256/264 [06:32<00:12,  1.52s/it, loss=0.548, mat=0.003, sens=0.781, deg=0.00
Ep 092/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.548, mat=0.003, sens=0.781, deg=0.00
Ep 092/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  98%|▉| 258/264 [06:35<00:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  98%|▉| 260/264 [06:38<00:06,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.52s/it, loss=0.586, mat=0.003, sens=0.835, deg=0.00
Ep 092/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.52s/it, loss=0.586, mat=0.003, sens=0.835, deg=0.00
Ep 092/100 [S4:finetune]:  99%|▉| 262/264 [06:41<00:03,  1.52s/it, loss=0.619, mat=0.004, sens=0.882, deg=0.00
Ep 092/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.619, mat=0.004, sens=0.882, deg=0.00
Ep 092/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 092/100 [S4:finetune]: 100%|█| 264/264 [06:42<00:00,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 092/100 [S4:finetune]  loss=0.3187  mat=0.0032  sens=0.4528  deg=0.0001  orth=0.0008  α=0.3 β=0.7 γ=0.2  403s

Ep 093/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 093/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.584, mat=0.003, sens=0.832, deg=0.000]
Ep 093/100 [S4:finetune]:   0%| | 1/264 [00:02<09:20,  2.13s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.000]
Ep 093/100 [S4:finetune]:   0%| | 1/264 [00:03<09:20,  2.13s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 093/100 [S4:finetune]:   1%| | 2/264 [00:03<07:42,  1.77s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 093/100 [S4:finetune]:   1%| | 2/264 [00:05<07:42,  1.77s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 093/100 [S4:finetune]:   1%| | 3/264 [00:05<07:09,  1.65s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 093/100 [S4:finetune]:   1%| | 3/264 [00:06<07:09,  1.65s/it, loss=0.499, mat=0.003, sens=0.711, deg=0.000]
Ep 093/100 [S4:finetune]:   2%| | 4/264 [00:06<06:53,  1.59s/it, loss=0.499, mat=0.003, sens=0.711, deg=0.000]
Ep 093/100 [S4:finetune]:   2%| | 4/264 [00:08<06:53,  1.59s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 093/100 [S4:finetune]:   2%| | 5/264 [00:08<06:44,  1.56s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 093/100 [S4:finetune]:   2%| | 5/264 [00:09<06:44,  1.56s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 093/100 [S4:finetune]:   2%| | 6/264 [00:09<06:40,  1.55s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 093/100 [S4:finetune]:   2%| | 6/264 [00:11<06:40,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 093/100 [S4:finetune]:   3%| | 7/264 [00:11<06:35,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 093/100 [S4:finetune]:   3%| | 7/264 [00:12<06:35,  1.54s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.000]
Ep 093/100 [S4:finetune]:   3%| | 8/264 [00:12<06:32,  1.53s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.000]
Ep 093/100 [S4:finetune]:   3%| | 8/264 [00:14<06:32,  1.53s/it, loss=0.604, mat=0.004, sens=0.861, deg=0.000]
Ep 093/100 [S4:finetune]:   3%| | 9/264 [00:14<06:38,  1.56s/it, loss=0.604, mat=0.004, sens=0.861, deg=0.000]
Ep 093/100 [S4:finetune]:   3%| | 9/264 [00:15<06:38,  1.56s/it, loss=0.587, mat=0.003, sens=0.837, deg=0.000]
Ep 093/100 [S4:finetune]:   4%| | 10/264 [00:15<06:33,  1.55s/it, loss=0.587, mat=0.003, sens=0.837, deg=0.000
Ep 093/100 [S4:finetune]:   4%| | 10/264 [00:17<06:33,  1.55s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.000
Ep 093/100 [S4:finetune]:   4%| | 11/264 [00:17<06:29,  1.54s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.000
Ep 093/100 [S4:finetune]:   4%| | 11/264 [00:18<06:29,  1.54s/it, loss=0.533, mat=0.004, sens=0.759, deg=0.000
Ep 093/100 [S4:finetune]:   5%| | 12/264 [00:18<06:25,  1.53s/it, loss=0.533, mat=0.004, sens=0.759, deg=0.000
Ep 093/100 [S4:finetune]:   5%| | 12/264 [00:20<06:25,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   5%| | 13/264 [00:20<06:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   5%| | 13/264 [00:21<06:22,  1.52s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.000
Ep 093/100 [S4:finetune]:   5%| | 14/264 [00:21<06:21,  1.52s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.000
Ep 093/100 [S4:finetune]:   5%| | 14/264 [00:23<06:21,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   6%| | 15/264 [00:23<06:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   6%| | 15/264 [00:24<06:18,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   6%| | 16/264 [00:24<06:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   6%| | 16/264 [00:26<06:16,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   6%| | 17/264 [00:26<06:14,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   6%| | 17/264 [00:27<06:14,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.527, mat=0.004, sens=0.751, deg=0.000
Ep 093/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.527, mat=0.004, sens=0.751, deg=0.000
Ep 093/100 [S4:finetune]:   7%| | 19/264 [00:31<06:10,  1.51s/it, loss=0.511, mat=0.003, sens=0.728, deg=0.000
Ep 093/100 [S4:finetune]:   8%| | 20/264 [00:31<06:09,  1.51s/it, loss=0.511, mat=0.003, sens=0.728, deg=0.000
Ep 093/100 [S4:finetune]:   8%| | 20/264 [00:32<06:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   8%| | 21/264 [00:34<06:07,  1.51s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.000
Ep 093/100 [S4:finetune]:   8%| | 22/264 [00:34<06:06,  1.51s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.000
Ep 093/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   9%| | 23/264 [00:35<06:05,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:   9%| | 23/264 [00:37<06:05,  1.51s/it, loss=0.573, mat=0.002, sens=0.817, deg=0.000
Ep 093/100 [S4:finetune]:   9%| | 24/264 [00:37<06:03,  1.51s/it, loss=0.573, mat=0.002, sens=0.817, deg=0.000
Ep 093/100 [S4:finetune]:   9%| | 24/264 [00:38<06:03,  1.51s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.000
Ep 093/100 [S4:finetune]:   9%| | 25/264 [00:38<06:02,  1.51s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.000
Ep 093/100 [S4:finetune]:   9%| | 25/264 [00:40<06:02,  1.51s/it, loss=0.585, mat=0.003, sens=0.835, deg=0.000
Ep 093/100 [S4:finetune]:  10%| | 26/264 [00:40<06:00,  1.51s/it, loss=0.585, mat=0.003, sens=0.835, deg=0.000
Ep 093/100 [S4:finetune]:  10%| | 26/264 [00:41<06:00,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  10%| | 27/264 [00:41<06:04,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  10%| | 27/264 [00:43<06:04,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  11%| | 28/264 [00:43<06:01,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  11%| | 28/264 [00:44<06:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  11%| | 29/264 [00:44<05:59,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  11%| | 29/264 [00:46<05:59,  1.53s/it, loss=0.508, mat=0.003, sens=0.724, deg=0.000
Ep 093/100 [S4:finetune]:  11%| | 30/264 [00:46<05:59,  1.53s/it, loss=0.508, mat=0.003, sens=0.724, deg=0.000
Ep 093/100 [S4:finetune]:  11%| | 30/264 [00:47<05:59,  1.53s/it, loss=0.533, mat=0.003, sens=0.758, deg=0.000
Ep 093/100 [S4:finetune]:  12%| | 31/264 [00:47<05:57,  1.53s/it, loss=0.533, mat=0.003, sens=0.758, deg=0.000
Ep 093/100 [S4:finetune]:  12%| | 31/264 [00:49<05:57,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  12%| | 32/264 [00:49<05:54,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  12%| | 32/264 [00:50<05:54,  1.53s/it, loss=0.603, mat=0.005, sens=0.860, deg=0.000
Ep 093/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:52,  1.52s/it, loss=0.603, mat=0.005, sens=0.860, deg=0.000
Ep 093/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:52,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:49,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:49,  1.52s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.000
Ep 093/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:48,  1.52s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.000
Ep 093/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:48,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:46,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.532, mat=0.001, sens=0.759, deg=0.000
Ep 093/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:43,  1.52s/it, loss=0.532, mat=0.001, sens=0.759, deg=0.000
Ep 093/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:43,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:41,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:41,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:40,  1.52s/it, loss=0.515, mat=0.002, sens=0.733, deg=0.000
Ep 093/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.515, mat=0.002, sens=0.733, deg=0.000
Ep 093/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:41,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  16%|▏| 42/264 [01:06<05:41,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  16%|▏| 43/264 [01:06<05:38,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:38,  1.53s/it, loss=0.582, mat=0.004, sens=0.829, deg=0.000
Ep 093/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:35,  1.53s/it, loss=0.582, mat=0.004, sens=0.829, deg=0.000
Ep 093/100 [S4:finetune]:  17%|▏| 44/264 [01:09<05:35,  1.53s/it, loss=0.563, mat=0.002, sens=0.802, deg=0.000
Ep 093/100 [S4:finetune]:  17%|▏| 45/264 [01:09<05:33,  1.52s/it, loss=0.563, mat=0.002, sens=0.802, deg=0.000
Ep 093/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:33,  1.52s/it, loss=0.586, mat=0.002, sens=0.836, deg=0.000
Ep 093/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.586, mat=0.002, sens=0.836, deg=0.000
Ep 093/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:31,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:29,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:29,  1.52s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.000
Ep 093/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:27,  1.52s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.000
Ep 093/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:27,  1.52s/it, loss=0.555, mat=0.003, sens=0.791, deg=0.000
Ep 093/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:25,  1.52s/it, loss=0.555, mat=0.003, sens=0.791, deg=0.000
Ep 093/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:25,  1.52s/it, loss=0.539, mat=0.002, sens=0.769, deg=0.000
Ep 093/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:24,  1.51s/it, loss=0.539, mat=0.002, sens=0.769, deg=0.000
Ep 093/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:24,  1.51s/it, loss=0.628, mat=0.003, sens=0.892, deg=0.000
Ep 093/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:22,  1.52s/it, loss=0.628, mat=0.003, sens=0.892, deg=0.000
Ep 093/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:22,  1.52s/it, loss=0.570, mat=0.005, sens=0.811, deg=0.000
Ep 093/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.52s/it, loss=0.570, mat=0.005, sens=0.811, deg=0.000
Ep 093/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:21,  1.52s/it, loss=0.621, mat=0.003, sens=0.884, deg=0.000
Ep 093/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:20,  1.52s/it, loss=0.621, mat=0.003, sens=0.884, deg=0.000
Ep 093/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:20,  1.52s/it, loss=0.629, mat=0.004, sens=0.896, deg=0.000
Ep 093/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:27,  1.56s/it, loss=0.629, mat=0.004, sens=0.896, deg=0.000
Ep 093/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:27,  1.56s/it, loss=0.586, mat=0.004, sens=0.834, deg=0.000
Ep 093/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:23,  1.55s/it, loss=0.586, mat=0.004, sens=0.834, deg=0.000
Ep 093/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:23,  1.55s/it, loss=0.551, mat=0.002, sens=0.784, deg=0.000
Ep 093/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:20,  1.54s/it, loss=0.551, mat=0.002, sens=0.784, deg=0.000
Ep 093/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:20,  1.54s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:17,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:17,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:15,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:15,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:12,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  22%|▏| 59/264 [01:32<05:12,  1.53s/it, loss=0.561, mat=0.003, sens=0.798, deg=0.000
Ep 093/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:10,  1.52s/it, loss=0.561, mat=0.003, sens=0.798, deg=0.000
Ep 093/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:10,  1.52s/it, loss=0.579, mat=0.002, sens=0.825, deg=0.000
Ep 093/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:09,  1.52s/it, loss=0.579, mat=0.002, sens=0.825, deg=0.000
Ep 093/100 [S4:finetune]:  23%|▏| 61/264 [01:35<05:09,  1.52s/it, loss=0.577, mat=0.004, sens=0.821, deg=0.000
Ep 093/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:07,  1.52s/it, loss=0.577, mat=0.004, sens=0.821, deg=0.000
Ep 093/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  24%|▏| 63/264 [01:38<05:05,  1.52s/it, loss=0.633, mat=0.004, sens=0.898, deg=0.000
Ep 093/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:04,  1.52s/it, loss=0.633, mat=0.004, sens=0.898, deg=0.000
Ep 093/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  25%|▏| 65/264 [01:41<05:02,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  25%|▎| 66/264 [01:41<05:00,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:59,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  25%|▎| 67/264 [01:44<04:59,  1.52s/it, loss=0.574, mat=0.003, sens=0.816, deg=0.000
Ep 093/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:57,  1.52s/it, loss=0.574, mat=0.003, sens=0.816, deg=0.000
Ep 093/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:56,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:54,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:52,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:51,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:54,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:54,  1.54s/it, loss=0.599, mat=0.002, sens=0.853, deg=0.000
Ep 093/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:51,  1.53s/it, loss=0.599, mat=0.002, sens=0.853, deg=0.000
Ep 093/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:51,  1.53s/it, loss=0.567, mat=0.002, sens=0.808, deg=0.000
Ep 093/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:48,  1.53s/it, loss=0.567, mat=0.002, sens=0.808, deg=0.000
Ep 093/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:48,  1.53s/it, loss=0.563, mat=0.002, sens=0.802, deg=0.000
Ep 093/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:46,  1.52s/it, loss=0.563, mat=0.002, sens=0.802, deg=0.000
Ep 093/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:46,  1.52s/it, loss=0.638, mat=0.004, sens=0.890, deg=0.000
Ep 093/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:45,  1.53s/it, loss=0.638, mat=0.004, sens=0.890, deg=0.000
Ep 093/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:45,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:44,  1.53s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:44,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:42,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:42,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:40,  1.52s/it, loss=0.555, mat=0.003, sens=0.790, deg=0.000
Ep 093/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:39,  1.52s/it, loss=0.555, mat=0.003, sens=0.790, deg=0.000
Ep 093/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:39,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:36,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  31%|▎| 82/264 [02:07<04:36,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:34,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:34,  1.52s/it, loss=0.590, mat=0.002, sens=0.839, deg=0.000
Ep 093/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:33,  1.52s/it, loss=0.590, mat=0.002, sens=0.839, deg=0.000
Ep 093/100 [S4:finetune]:  32%|▎| 84/264 [02:10<04:33,  1.52s/it, loss=0.553, mat=0.002, sens=0.785, deg=0.000
Ep 093/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:31,  1.52s/it, loss=0.553, mat=0.002, sens=0.785, deg=0.000
Ep 093/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:31,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:29,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  33%|▎| 86/264 [02:13<04:29,  1.52s/it, loss=0.574, mat=0.003, sens=0.814, deg=0.000
Ep 093/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:32,  1.54s/it, loss=0.574, mat=0.003, sens=0.814, deg=0.000
Ep 093/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:32,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:30,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:30,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:27,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:27,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:25,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:25,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:23,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.546, mat=0.003, sens=0.778, deg=0.000
Ep 093/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.546, mat=0.003, sens=0.778, deg=0.000
Ep 093/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:21,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.000
Ep 093/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:17,  1.52s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.000
Ep 093/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:17,  1.52s/it, loss=0.569, mat=0.004, sens=0.811, deg=0.000
Ep 093/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:16,  1.52s/it, loss=0.569, mat=0.004, sens=0.811, deg=0.000
Ep 093/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:16,  1.52s/it, loss=0.559, mat=0.004, sens=0.796, deg=0.000
Ep 093/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:15,  1.52s/it, loss=0.559, mat=0.004, sens=0.796, deg=0.000
Ep 093/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:15,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:13,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:13,  1.52s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.001
Ep 093/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:11,  1.52s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.001
Ep 093/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:11,  1.52s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.000
Ep 093/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:13,  1.54s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.000
Ep 093/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:13,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 093/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:10,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:10,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:08,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:08,  1.52s/it, loss=0.601, mat=0.003, sens=0.855, deg=0.00
Ep 093/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:07,  1.53s/it, loss=0.601, mat=0.003, sens=0.855, deg=0.00
Ep 093/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:07,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  39%|▍| 103/264 [02:39<04:06,  1.53s/it, loss=0.556, mat=0.003, sens=0.793, deg=0.00
Ep 093/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:03,  1.52s/it, loss=0.556, mat=0.003, sens=0.793, deg=0.00
Ep 093/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:03,  1.52s/it, loss=0.564, mat=0.003, sens=0.804, deg=0.00
Ep 093/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:01,  1.52s/it, loss=0.564, mat=0.003, sens=0.804, deg=0.00
Ep 093/100 [S4:finetune]:  40%|▍| 105/264 [02:42<04:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:00,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:00,  1.52s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.00
Ep 093/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.00
Ep 093/100 [S4:finetune]:  41%|▍| 107/264 [02:45<03:58,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:56,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:56,  1.52s/it, loss=0.568, mat=0.003, sens=0.809, deg=0.00
Ep 093/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.568, mat=0.003, sens=0.809, deg=0.00
Ep 093/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:53,  1.52s/it, loss=0.559, mat=0.003, sens=0.795, deg=0.00
Ep 093/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:51,  1.51s/it, loss=0.559, mat=0.003, sens=0.795, deg=0.00
Ep 093/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:51,  1.51s/it, loss=0.567, mat=0.004, sens=0.807, deg=0.00
Ep 093/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:50,  1.51s/it, loss=0.567, mat=0.004, sens=0.807, deg=0.00
Ep 093/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.51s/it, loss=0.606, mat=0.004, sens=0.864, deg=0.00
Ep 093/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.52s/it, loss=0.606, mat=0.004, sens=0.864, deg=0.00
Ep 093/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:48,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:47,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:47,  1.52s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.00
Ep 093/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.646, mat=0.003, sens=0.920, deg=0.00
Ep 093/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:45,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.552, mat=0.002, sens=0.787, deg=0.00
Ep 093/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:46,  1.54s/it, loss=0.552, mat=0.002, sens=0.787, deg=0.00
Ep 093/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:46,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:43,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:43,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:39,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:39,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:37,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:37,  1.52s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.00
Ep 093/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:35,  1.52s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.00
Ep 093/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:35,  1.52s/it, loss=0.656, mat=0.005, sens=0.930, deg=0.00
Ep 093/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:34,  1.52s/it, loss=0.656, mat=0.005, sens=0.930, deg=0.00
Ep 093/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:32,  1.52s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.00
Ep 093/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:30,  1.52s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.00
Ep 093/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:30,  1.52s/it, loss=0.609, mat=0.003, sens=0.868, deg=0.00
Ep 093/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.609, mat=0.003, sens=0.868, deg=0.00
Ep 093/100 [S4:finetune]:  48%|▍| 126/264 [03:14<03:29,  1.52s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.00
Ep 093/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:30,  1.53s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.00
Ep 093/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:30,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:27,  1.53s/it, loss=0.713, mat=0.003, sens=1.017, deg=0.00
Ep 093/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:26,  1.53s/it, loss=0.713, mat=0.003, sens=1.017, deg=0.00
Ep 093/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:26,  1.53s/it, loss=0.592, mat=0.002, sens=0.843, deg=0.00
Ep 093/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.592, mat=0.002, sens=0.843, deg=0.00
Ep 093/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:21,  1.52s/it, loss=0.627, mat=0.003, sens=0.893, deg=0.00
Ep 093/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:23,  1.54s/it, loss=0.627, mat=0.003, sens=0.893, deg=0.00
Ep 093/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:23,  1.54s/it, loss=0.656, mat=0.003, sens=0.935, deg=0.00
Ep 093/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:21,  1.54s/it, loss=0.656, mat=0.003, sens=0.935, deg=0.00
Ep 093/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:21,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:18,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:18,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:16,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:11,  1.52s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 093/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.52s/it, loss=0.638, mat=0.003, sens=0.909, deg=0.00
Ep 093/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:09,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:07,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:06,  1.51s/it, loss=0.596, mat=0.003, sens=0.850, deg=0.00
Ep 093/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.596, mat=0.003, sens=0.850, deg=0.00
Ep 093/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:03,  1.51s/it, loss=0.709, mat=0.003, sens=0.897, deg=0.00
Ep 093/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:04,  1.54s/it, loss=0.709, mat=0.003, sens=0.897, deg=0.00
Ep 093/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:04,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:02,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:02,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:00,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  55%|▌| 146/264 [03:44<03:00,  1.53s/it, loss=0.674, mat=0.003, sens=0.961, deg=0.00
Ep 093/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:58,  1.52s/it, loss=0.674, mat=0.003, sens=0.961, deg=0.00
Ep 093/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:58,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:56,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:54,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:52,  1.52s/it, loss=0.581, mat=0.003, sens=0.827, deg=0.00
Ep 093/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:52,  1.53s/it, loss=0.581, mat=0.003, sens=0.827, deg=0.00
Ep 093/100 [S4:finetune]:  57%|▌| 151/264 [03:52<02:52,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:51,  1.53s/it, loss=0.542, mat=0.002, sens=0.771, deg=0.00
Ep 093/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:49,  1.52s/it, loss=0.542, mat=0.002, sens=0.771, deg=0.00
Ep 093/100 [S4:finetune]:  58%|▌| 153/264 [03:55<02:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  59%|▌| 155/264 [03:58<02:45,  1.52s/it, loss=0.647, mat=0.003, sens=0.922, deg=0.00
Ep 093/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:43,  1.52s/it, loss=0.647, mat=0.003, sens=0.922, deg=0.00
Ep 093/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:43,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  59%|▌| 157/264 [04:01<02:42,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:40,  1.51s/it, loss=0.657, mat=0.003, sens=0.936, deg=0.00
Ep 093/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.657, mat=0.003, sens=0.936, deg=0.00
Ep 093/100 [S4:finetune]:  60%|▌| 159/264 [04:04<02:38,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:37,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:37,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  61%|▌| 161/264 [04:07<02:35,  1.51s/it, loss=0.650, mat=0.004, sens=0.926, deg=0.00
Ep 093/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:34,  1.51s/it, loss=0.650, mat=0.004, sens=0.926, deg=0.00
Ep 093/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:34,  1.51s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.00
Ep 093/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:34,  1.53s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.00
Ep 093/100 [S4:finetune]:  62%|▌| 163/264 [04:10<02:34,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:32,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:32,  1.53s/it, loss=0.682, mat=0.004, sens=0.973, deg=0.00
Ep 093/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.682, mat=0.004, sens=0.973, deg=0.00
Ep 093/100 [S4:finetune]:  62%|▋| 165/264 [04:13<02:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:28,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  63%|▋| 167/264 [04:16<02:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:25,  1.52s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.00
Ep 093/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:24,  1.52s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.00
Ep 093/100 [S4:finetune]:  64%|▋| 169/264 [04:19<02:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:22,  1.52s/it, loss=0.612, mat=0.004, sens=0.872, deg=0.00
Ep 093/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.612, mat=0.004, sens=0.872, deg=0.00
Ep 093/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:20,  1.51s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.00
Ep 093/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:19,  1.51s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.00
Ep 093/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:19,  1.51s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.00
Ep 093/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.00
Ep 093/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:17,  1.51s/it, loss=0.581, mat=0.002, sens=0.828, deg=0.00
Ep 093/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:15,  1.51s/it, loss=0.581, mat=0.002, sens=0.828, deg=0.00
Ep 093/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:15,  1.51s/it, loss=0.585, mat=0.004, sens=0.832, deg=0.00
Ep 093/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:15,  1.52s/it, loss=0.585, mat=0.004, sens=0.832, deg=0.00
Ep 093/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.52s/it, loss=0.552, mat=0.004, sens=0.782, deg=0.00
Ep 093/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:13,  1.52s/it, loss=0.552, mat=0.004, sens=0.782, deg=0.00
Ep 093/100 [S4:finetune]:  67%|▋| 176/264 [04:30<02:13,  1.52s/it, loss=0.627, mat=0.004, sens=0.891, deg=0.00
Ep 093/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:14,  1.54s/it, loss=0.627, mat=0.004, sens=0.891, deg=0.00
Ep 093/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:14,  1.54s/it, loss=0.683, mat=0.003, sens=0.973, deg=0.00
Ep 093/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:11,  1.53s/it, loss=0.683, mat=0.003, sens=0.973, deg=0.00
Ep 093/100 [S4:finetune]:  67%|▋| 178/264 [04:33<02:11,  1.53s/it, loss=0.624, mat=0.003, sens=0.885, deg=0.00
Ep 093/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:09,  1.53s/it, loss=0.624, mat=0.003, sens=0.885, deg=0.00
Ep 093/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:09,  1.53s/it, loss=0.705, mat=0.004, sens=1.004, deg=0.00
Ep 093/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.705, mat=0.004, sens=1.004, deg=0.00
Ep 093/100 [S4:finetune]:  68%|▋| 180/264 [04:36<02:07,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:06,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:06,  1.52s/it, loss=0.661, mat=0.003, sens=0.941, deg=0.00
Ep 093/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.661, mat=0.003, sens=0.941, deg=0.00
Ep 093/100 [S4:finetune]:  69%|▋| 182/264 [04:39<02:04,  1.52s/it, loss=0.673, mat=0.003, sens=0.959, deg=0.00
Ep 093/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:02,  1.52s/it, loss=0.673, mat=0.003, sens=0.959, deg=0.00
Ep 093/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  70%|▋| 184/264 [04:42<02:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  70%|▋| 185/264 [04:43<01:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  70%|▋| 186/264 [04:45<01:58,  1.51s/it, loss=0.680, mat=0.004, sens=0.968, deg=0.00
Ep 093/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.680, mat=0.004, sens=0.968, deg=0.00
Ep 093/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  71%|▋| 188/264 [04:48<01:54,  1.51s/it, loss=0.657, mat=0.003, sens=0.937, deg=0.00
Ep 093/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:55,  1.54s/it, loss=0.657, mat=0.003, sens=0.937, deg=0.00
Ep 093/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:55,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:53,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:53,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:51,  1.52s/it, loss=0.663, mat=0.003, sens=0.944, deg=0.00
Ep 093/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=0.663, mat=0.003, sens=0.944, deg=0.00
Ep 093/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:49,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:46,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:44,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:41,  1.52s/it, loss=0.777, mat=0.004, sens=1.108, deg=0.00
Ep 093/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.52s/it, loss=0.777, mat=0.004, sens=1.108, deg=0.00
Ep 093/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:39,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:39,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:39,  1.53s/it, loss=0.737, mat=0.004, sens=1.050, deg=0.00
Ep 093/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:37,  1.53s/it, loss=0.737, mat=0.004, sens=1.050, deg=0.00
Ep 093/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.53s/it, loss=0.716, mat=0.003, sens=1.021, deg=0.00
Ep 093/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.52s/it, loss=0.716, mat=0.003, sens=1.021, deg=0.00
Ep 093/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.689, mat=0.003, sens=0.983, deg=0.00
Ep 093/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:34,  1.52s/it, loss=0.689, mat=0.003, sens=0.983, deg=0.00
Ep 093/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:34,  1.52s/it, loss=0.697, mat=0.003, sens=0.994, deg=0.00
Ep 093/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.52s/it, loss=0.697, mat=0.003, sens=0.994, deg=0.00
Ep 093/100 [S4:finetune]:  77%|▊| 203/264 [05:11<01:32,  1.52s/it, loss=0.717, mat=0.003, sens=1.022, deg=0.00
Ep 093/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.717, mat=0.003, sens=1.022, deg=0.00
Ep 093/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:30,  1.51s/it, loss=0.689, mat=0.003, sens=0.982, deg=0.00
Ep 093/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.51s/it, loss=0.689, mat=0.003, sens=0.982, deg=0.00
Ep 093/100 [S4:finetune]:  78%|▊| 205/264 [05:14<01:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:27,  1.51s/it, loss=0.683, mat=0.004, sens=0.974, deg=0.00
Ep 093/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:27,  1.54s/it, loss=0.683, mat=0.004, sens=0.974, deg=0.00
Ep 093/100 [S4:finetune]:  78%|▊| 207/264 [05:17<01:27,  1.54s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.53s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:25,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  79%|▊| 209/264 [05:20<01:23,  1.52s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.00
Ep 093/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:22,  1.52s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.00
Ep 093/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:22,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  80%|▊| 211/264 [05:23<01:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:18,  1.52s/it, loss=0.692, mat=0.003, sens=0.987, deg=0.00
Ep 093/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.52s/it, loss=0.692, mat=0.003, sens=0.987, deg=0.00
Ep 093/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:17,  1.52s/it, loss=0.659, mat=0.003, sens=0.938, deg=0.00
Ep 093/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.52s/it, loss=0.659, mat=0.003, sens=0.938, deg=0.00
Ep 093/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:14,  1.52s/it, loss=0.622, mat=0.003, sens=0.886, deg=0.00
Ep 093/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.52s/it, loss=0.622, mat=0.003, sens=0.886, deg=0.00
Ep 093/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:12,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.51s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:09,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:08,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.51s/it, loss=0.660, mat=0.004, sens=0.940, deg=0.00
Ep 093/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.660, mat=0.004, sens=0.940, deg=0.00
Ep 093/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:06,  1.51s/it, loss=0.670, mat=0.003, sens=0.956, deg=0.00
Ep 093/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:05,  1.51s/it, loss=0.670, mat=0.003, sens=0.956, deg=0.00
Ep 093/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:05,  1.51s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:04,  1.53s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:04,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:02,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  84%|▊| 223/264 [05:41<01:02,  1.53s/it, loss=0.644, mat=0.003, sens=0.917, deg=0.00
Ep 093/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:01,  1.53s/it, loss=0.644, mat=0.003, sens=0.917, deg=0.00
Ep 093/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:01,  1.53s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.00
Ep 093/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.53s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.00
Ep 093/100 [S4:finetune]:  85%|▊| 225/264 [05:44<00:59,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:56,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  86%|▊| 228/264 [05:49<00:54,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:53,  1.52s/it, loss=0.614, mat=0.002, sens=0.875, deg=0.00
Ep 093/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.52s/it, loss=0.614, mat=0.002, sens=0.875, deg=0.00
Ep 093/100 [S4:finetune]:  87%|▊| 230/264 [05:52<00:51,  1.52s/it, loss=0.595, mat=0.004, sens=0.847, deg=0.00
Ep 093/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:49,  1.51s/it, loss=0.595, mat=0.004, sens=0.847, deg=0.00
Ep 093/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:49,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:48,  1.51s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.00
Ep 093/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:46,  1.51s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.00
Ep 093/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:45,  1.53s/it, loss=0.636, mat=0.004, sens=0.907, deg=0.00
Ep 093/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:44,  1.53s/it, loss=0.636, mat=0.004, sens=0.907, deg=0.00
Ep 093/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:44,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:42,  1.52s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.00
Ep 093/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:40,  1.52s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.00
Ep 093/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.648, mat=0.005, sens=0.924, deg=0.00
Ep 093/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.52s/it, loss=0.648, mat=0.005, sens=0.924, deg=0.00
Ep 093/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:37,  1.52s/it, loss=0.667, mat=0.003, sens=0.951, deg=0.00
Ep 093/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.52s/it, loss=0.667, mat=0.003, sens=0.951, deg=0.00
Ep 093/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.52s/it, loss=0.678, mat=0.002, sens=0.967, deg=0.00
Ep 093/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:34,  1.52s/it, loss=0.678, mat=0.002, sens=0.967, deg=0.00
Ep 093/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:31,  1.51s/it, loss=0.614, mat=0.003, sens=0.876, deg=0.00
Ep 093/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.614, mat=0.003, sens=0.876, deg=0.00
Ep 093/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.51s/it, loss=0.646, mat=0.004, sens=0.918, deg=0.00
Ep 093/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.646, mat=0.004, sens=0.918, deg=0.00
Ep 093/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  93%|▉| 246/264 [06:16<00:27,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.51s/it, loss=0.733, mat=0.004, sens=1.044, deg=0.00
Ep 093/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.733, mat=0.004, sens=1.044, deg=0.00
Ep 093/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.705, mat=0.002, sens=1.005, deg=0.00
Ep 093/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.705, mat=0.002, sens=1.005, deg=0.00
Ep 093/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.701, mat=0.004, sens=0.999, deg=0.00
Ep 093/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.52s/it, loss=0.701, mat=0.004, sens=0.999, deg=0.00
Ep 093/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.52s/it, loss=0.708, mat=0.003, sens=1.010, deg=0.00
Ep 093/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.708, mat=0.003, sens=1.010, deg=0.00
Ep 093/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.52s/it, loss=0.812, mat=0.004, sens=1.157, deg=0.00
Ep 093/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.54s/it, loss=0.812, mat=0.004, sens=1.157, deg=0.00
Ep 093/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.53s/it, loss=0.609, mat=0.003, sens=0.867, deg=0.00
Ep 093/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.609, mat=0.003, sens=0.867, deg=0.00
Ep 093/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.640, mat=0.003, sens=0.912, deg=0.00
Ep 093/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.640, mat=0.003, sens=0.912, deg=0.00
Ep 093/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.602, mat=0.002, sens=0.859, deg=0.00
Ep 093/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.602, mat=0.002, sens=0.859, deg=0.00
Ep 093/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.51s/it, loss=0.582, mat=0.004, sens=0.829, deg=0.00
Ep 093/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.582, mat=0.004, sens=0.829, deg=0.00
Ep 093/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.51s/it, loss=0.565, mat=0.003, sens=0.806, deg=0.00
Ep 093/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.565, mat=0.003, sens=0.806, deg=0.00
Ep 093/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 093/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.51s/it, loss=0.569, mat=0.004, sens=0.793, deg=0.00
Ep 093/100 [S4:finetune]: 100%|█| 264/264 [06:42<00:00,  1.51s/it, loss=0.569, mat=0.004, sens=0.793, deg=0.00
                                                                                                              
Epoch 093/100 [S4:finetune]  loss=0.3105  mat=0.0032  sens=0.4405  deg=0.0001  orth=0.0012  α=0.3 β=0.7 γ=0.2  402s

Ep 094/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 094/100 [S4:finetune]:   0%|         | 0/264 [00:01<?, ?it/s, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 094/100 [S4:finetune]:   0%| | 1/264 [00:01<08:45,  2.00s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 094/100 [S4:finetune]:   0%| | 1/264 [00:03<08:45,  2.00s/it, loss=0.629, mat=0.002, sens=0.897, deg=0.000]
Ep 094/100 [S4:finetune]:   1%| | 2/264 [00:03<07:27,  1.71s/it, loss=0.629, mat=0.002, sens=0.897, deg=0.000]
Ep 094/100 [S4:finetune]:   1%| | 2/264 [00:05<07:27,  1.71s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 094/100 [S4:finetune]:   1%| | 3/264 [00:05<07:00,  1.61s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 094/100 [S4:finetune]:   1%| | 3/264 [00:06<07:00,  1.61s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.000]
Ep 094/100 [S4:finetune]:   2%| | 4/264 [00:06<06:58,  1.61s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.000]
Ep 094/100 [S4:finetune]:   2%| | 4/264 [00:08<06:58,  1.61s/it, loss=0.625, mat=0.003, sens=0.890, deg=0.000]
Ep 094/100 [S4:finetune]:   2%| | 5/264 [00:08<06:46,  1.57s/it, loss=0.625, mat=0.003, sens=0.890, deg=0.000]
Ep 094/100 [S4:finetune]:   2%| | 5/264 [00:09<06:46,  1.57s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 094/100 [S4:finetune]:   2%| | 6/264 [00:09<06:39,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 094/100 [S4:finetune]:   2%| | 6/264 [00:11<06:39,  1.55s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.000]
Ep 094/100 [S4:finetune]:   3%| | 7/264 [00:11<06:34,  1.53s/it, loss=0.623, mat=0.003, sens=0.888, deg=0.000]
Ep 094/100 [S4:finetune]:   3%| | 7/264 [00:12<06:34,  1.53s/it, loss=0.605, mat=0.003, sens=0.863, deg=0.000]
Ep 094/100 [S4:finetune]:   3%| | 8/264 [00:12<06:33,  1.54s/it, loss=0.605, mat=0.003, sens=0.863, deg=0.000]
Ep 094/100 [S4:finetune]:   3%| | 8/264 [00:14<06:33,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 094/100 [S4:finetune]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 094/100 [S4:finetune]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.588, mat=0.002, sens=0.838, deg=0.000]
Ep 094/100 [S4:finetune]:   4%| | 10/264 [00:15<06:26,  1.52s/it, loss=0.588, mat=0.002, sens=0.838, deg=0.000
Ep 094/100 [S4:finetune]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=0.610, mat=0.003, sens=0.869, deg=0.000
Ep 094/100 [S4:finetune]:   4%| | 11/264 [00:17<06:23,  1.51s/it, loss=0.610, mat=0.003, sens=0.869, deg=0.000
Ep 094/100 [S4:finetune]:   4%| | 11/264 [00:18<06:23,  1.51s/it, loss=0.636, mat=0.002, sens=0.907, deg=0.000
Ep 094/100 [S4:finetune]:   5%| | 12/264 [00:18<06:21,  1.51s/it, loss=0.636, mat=0.002, sens=0.907, deg=0.000
Ep 094/100 [S4:finetune]:   5%| | 12/264 [00:20<06:21,  1.51s/it, loss=0.587, mat=0.002, sens=0.834, deg=0.000
Ep 094/100 [S4:finetune]:   5%| | 13/264 [00:20<06:19,  1.51s/it, loss=0.587, mat=0.002, sens=0.834, deg=0.000
Ep 094/100 [S4:finetune]:   5%| | 13/264 [00:21<06:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.000
Ep 094/100 [S4:finetune]:   6%| | 15/264 [00:23<06:15,  1.51s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.000
Ep 094/100 [S4:finetune]:   6%| | 15/264 [00:24<06:15,  1.51s/it, loss=0.620, mat=0.004, sens=0.883, deg=0.000
Ep 094/100 [S4:finetune]:   6%| | 16/264 [00:24<06:19,  1.53s/it, loss=0.620, mat=0.004, sens=0.883, deg=0.000
Ep 094/100 [S4:finetune]:   6%| | 16/264 [00:26<06:19,  1.53s/it, loss=0.660, mat=0.003, sens=0.941, deg=0.000
Ep 094/100 [S4:finetune]:   6%| | 17/264 [00:26<06:16,  1.52s/it, loss=0.660, mat=0.003, sens=0.941, deg=0.000
Ep 094/100 [S4:finetune]:   6%| | 17/264 [00:27<06:16,  1.52s/it, loss=0.633, mat=0.002, sens=0.902, deg=0.000
Ep 094/100 [S4:finetune]:   7%| | 18/264 [00:27<06:13,  1.52s/it, loss=0.633, mat=0.002, sens=0.902, deg=0.000
Ep 094/100 [S4:finetune]:   7%| | 18/264 [00:29<06:13,  1.52s/it, loss=0.645, mat=0.003, sens=0.920, deg=0.000
Ep 094/100 [S4:finetune]:   7%| | 19/264 [00:29<06:11,  1.52s/it, loss=0.645, mat=0.003, sens=0.920, deg=0.000
Ep 094/100 [S4:finetune]:   7%| | 19/264 [00:30<06:11,  1.52s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.000
Ep 094/100 [S4:finetune]:   8%| | 20/264 [00:30<06:09,  1.51s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.000
Ep 094/100 [S4:finetune]:   8%| | 20/264 [00:32<06:09,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:   8%| | 21/264 [00:32<06:08,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:   8%| | 21/264 [00:33<06:08,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:   8%| | 22/264 [00:33<06:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:   8%| | 22/264 [00:35<06:05,  1.51s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.000
Ep 094/100 [S4:finetune]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.000
Ep 094/100 [S4:finetune]:   9%| | 23/264 [00:36<06:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:   9%| | 24/264 [00:36<06:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:   9%| | 24/264 [00:38<06:02,  1.51s/it, loss=0.591, mat=0.003, sens=0.843, deg=0.000
Ep 094/100 [S4:finetune]:   9%| | 25/264 [00:38<06:00,  1.51s/it, loss=0.591, mat=0.003, sens=0.843, deg=0.000
Ep 094/100 [S4:finetune]:   9%| | 25/264 [00:39<06:00,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  10%| | 26/264 [00:39<05:59,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  10%| | 26/264 [00:41<05:59,  1.51s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.000
Ep 094/100 [S4:finetune]:  10%| | 27/264 [00:41<05:58,  1.51s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.000
Ep 094/100 [S4:finetune]:  10%| | 27/264 [00:42<05:58,  1.51s/it, loss=0.619, mat=0.002, sens=0.881, deg=0.000
Ep 094/100 [S4:finetune]:  11%| | 28/264 [00:42<05:56,  1.51s/it, loss=0.619, mat=0.002, sens=0.881, deg=0.000
Ep 094/100 [S4:finetune]:  11%| | 28/264 [00:44<05:56,  1.51s/it, loss=0.697, mat=0.004, sens=0.995, deg=0.000
Ep 094/100 [S4:finetune]:  11%| | 29/264 [00:44<05:54,  1.51s/it, loss=0.697, mat=0.004, sens=0.995, deg=0.000
Ep 094/100 [S4:finetune]:  11%| | 29/264 [00:45<05:54,  1.51s/it, loss=0.565, mat=0.002, sens=0.806, deg=0.000
Ep 094/100 [S4:finetune]:  11%| | 30/264 [00:45<05:53,  1.51s/it, loss=0.565, mat=0.002, sens=0.806, deg=0.000
Ep 094/100 [S4:finetune]:  11%| | 30/264 [00:47<05:53,  1.51s/it, loss=0.554, mat=0.002, sens=0.790, deg=0.000
Ep 094/100 [S4:finetune]:  12%| | 31/264 [00:47<05:51,  1.51s/it, loss=0.554, mat=0.002, sens=0.790, deg=0.000
Ep 094/100 [S4:finetune]:  12%| | 31/264 [00:48<05:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  12%| | 32/264 [00:48<05:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  12%| | 32/264 [00:50<05:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:50,  1.52s/it, loss=0.569, mat=0.003, sens=0.810, deg=0.000
Ep 094/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:53,  1.54s/it, loss=0.569, mat=0.003, sens=0.810, deg=0.000
Ep 094/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:53,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:50,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:50,  1.53s/it, loss=0.619, mat=0.003, sens=0.881, deg=0.000
Ep 094/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:47,  1.52s/it, loss=0.619, mat=0.003, sens=0.881, deg=0.000
Ep 094/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:47,  1.52s/it, loss=0.597, mat=0.004, sens=0.851, deg=0.000
Ep 094/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:45,  1.52s/it, loss=0.597, mat=0.004, sens=0.851, deg=0.000
Ep 094/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:45,  1.52s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.000
Ep 094/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:42,  1.52s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.000
Ep 094/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.52s/it, loss=0.670, mat=0.003, sens=0.955, deg=0.000
Ep 094/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:41,  1.52s/it, loss=0.670, mat=0.003, sens=0.955, deg=0.000
Ep 094/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:41,  1.52s/it, loss=0.642, mat=0.004, sens=0.914, deg=0.000
Ep 094/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.51s/it, loss=0.642, mat=0.004, sens=0.914, deg=0.000
Ep 094/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.51s/it, loss=0.621, mat=0.004, sens=0.884, deg=0.000
Ep 094/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.621, mat=0.004, sens=0.884, deg=0.000
Ep 094/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:36,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:34,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:33,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:33,  1.52s/it, loss=0.587, mat=0.002, sens=0.831, deg=0.020
Ep 094/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:31,  1.51s/it, loss=0.587, mat=0.002, sens=0.831, deg=0.020
Ep 094/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.000
Ep 094/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:29,  1.51s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.000
Ep 094/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:29,  1.51s/it, loss=0.560, mat=0.003, sens=0.799, deg=0.000
Ep 094/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:27,  1.51s/it, loss=0.560, mat=0.003, sens=0.799, deg=0.000
Ep 094/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:30,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:30,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:24,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:22,  1.52s/it, loss=0.575, mat=0.004, sens=0.815, deg=0.000
Ep 094/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:20,  1.51s/it, loss=0.575, mat=0.004, sens=0.815, deg=0.000
Ep 094/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:20,  1.51s/it, loss=0.601, mat=0.003, sens=0.857, deg=0.000
Ep 094/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:19,  1.51s/it, loss=0.601, mat=0.003, sens=0.857, deg=0.000
Ep 094/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:19,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:17,  1.51s/it, loss=0.544, mat=0.002, sens=0.775, deg=0.000
Ep 094/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:15,  1.51s/it, loss=0.544, mat=0.002, sens=0.775, deg=0.000
Ep 094/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:15,  1.51s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.000
Ep 094/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:16,  1.52s/it, loss=0.651, mat=0.003, sens=0.927, deg=0.000
Ep 094/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:16,  1.52s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.000
Ep 094/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:14,  1.52s/it, loss=0.624, mat=0.003, sens=0.889, deg=0.000
Ep 094/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:12,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:10,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:13,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:13,  1.54s/it, loss=0.728, mat=0.004, sens=1.037, deg=0.000
Ep 094/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:10,  1.53s/it, loss=0.728, mat=0.004, sens=1.037, deg=0.000
Ep 094/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:10,  1.53s/it, loss=0.619, mat=0.003, sens=0.882, deg=0.000
Ep 094/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:07,  1.52s/it, loss=0.619, mat=0.003, sens=0.882, deg=0.000
Ep 094/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:07,  1.52s/it, loss=0.662, mat=0.003, sens=0.943, deg=0.000
Ep 094/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:05,  1.52s/it, loss=0.662, mat=0.003, sens=0.943, deg=0.000
Ep 094/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:05,  1.52s/it, loss=0.714, mat=0.004, sens=1.019, deg=0.000
Ep 094/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:03,  1.52s/it, loss=0.714, mat=0.004, sens=1.019, deg=0.000
Ep 094/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:03,  1.52s/it, loss=0.631, mat=0.002, sens=0.901, deg=0.000
Ep 094/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:01,  1.51s/it, loss=0.631, mat=0.002, sens=0.901, deg=0.000
Ep 094/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.51s/it, loss=0.637, mat=0.004, sens=0.907, deg=0.000
Ep 094/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:59,  1.51s/it, loss=0.637, mat=0.004, sens=0.907, deg=0.000
Ep 094/100 [S4:finetune]:  25%|▎| 66/264 [01:42<04:59,  1.51s/it, loss=0.651, mat=0.004, sens=0.913, deg=0.000
Ep 094/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:57,  1.51s/it, loss=0.651, mat=0.004, sens=0.913, deg=0.000
Ep 094/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:56,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:56,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:54,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:52,  1.51s/it, loss=0.726, mat=0.002, sens=1.033, deg=0.000
Ep 094/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:51,  1.51s/it, loss=0.726, mat=0.002, sens=1.033, deg=0.000
Ep 094/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:49,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:47,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:46,  1.51s/it, loss=0.591, mat=0.002, sens=0.840, deg=0.000
Ep 094/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:44,  1.51s/it, loss=0.591, mat=0.002, sens=0.840, deg=0.000
Ep 094/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:42,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:42,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:41,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:41,  1.51s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.000
Ep 094/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:44,  1.53s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.000
Ep 094/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:44,  1.53s/it, loss=0.625, mat=0.003, sens=0.890, deg=0.000
Ep 094/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:42,  1.53s/it, loss=0.625, mat=0.003, sens=0.890, deg=0.000
Ep 094/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:42,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:40,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:40,  1.52s/it, loss=0.595, mat=0.005, sens=0.848, deg=0.000
Ep 094/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:40,  1.53s/it, loss=0.595, mat=0.005, sens=0.848, deg=0.000
Ep 094/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:40,  1.53s/it, loss=0.644, mat=0.004, sens=0.918, deg=0.000
Ep 094/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:38,  1.53s/it, loss=0.644, mat=0.004, sens=0.918, deg=0.000
Ep 094/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:38,  1.53s/it, loss=0.629, mat=0.003, sens=0.890, deg=0.000
Ep 094/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:36,  1.53s/it, loss=0.629, mat=0.003, sens=0.890, deg=0.000
Ep 094/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:36,  1.53s/it, loss=0.690, mat=0.004, sens=0.980, deg=0.000
Ep 094/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:33,  1.52s/it, loss=0.690, mat=0.004, sens=0.980, deg=0.000
Ep 094/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.616, mat=0.002, sens=0.879, deg=0.000
Ep 094/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.616, mat=0.002, sens=0.879, deg=0.000
Ep 094/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:31,  1.52s/it, loss=0.663, mat=0.003, sens=0.945, deg=0.000
Ep 094/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:29,  1.51s/it, loss=0.663, mat=0.003, sens=0.945, deg=0.000
Ep 094/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:29,  1.51s/it, loss=0.783, mat=0.003, sens=0.958, deg=0.000
Ep 094/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.783, mat=0.003, sens=0.958, deg=0.000
Ep 094/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:27,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:25,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:25,  1.51s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.000
Ep 094/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:24,  1.51s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.000
Ep 094/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:24,  1.51s/it, loss=0.587, mat=0.004, sens=0.837, deg=0.000
Ep 094/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:23,  1.51s/it, loss=0.587, mat=0.004, sens=0.837, deg=0.000
Ep 094/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:23,  1.51s/it, loss=0.639, mat=0.004, sens=0.902, deg=0.000
Ep 094/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:21,  1.51s/it, loss=0.639, mat=0.004, sens=0.902, deg=0.000
Ep 094/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:21,  1.51s/it, loss=0.586, mat=0.002, sens=0.834, deg=0.000
Ep 094/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:19,  1.51s/it, loss=0.586, mat=0.002, sens=0.834, deg=0.000
Ep 094/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:19,  1.51s/it, loss=0.574, mat=0.004, sens=0.818, deg=0.000
Ep 094/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:22,  1.53s/it, loss=0.574, mat=0.004, sens=0.818, deg=0.000
Ep 094/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:22,  1.53s/it, loss=0.576, mat=0.003, sens=0.820, deg=0.000
Ep 094/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:19,  1.53s/it, loss=0.576, mat=0.003, sens=0.820, deg=0.000
Ep 094/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:19,  1.53s/it, loss=0.584, mat=0.002, sens=0.833, deg=0.000
Ep 094/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:17,  1.52s/it, loss=0.584, mat=0.002, sens=0.833, deg=0.000
Ep 094/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:17,  1.52s/it, loss=0.586, mat=0.004, sens=0.834, deg=0.000
Ep 094/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:15,  1.52s/it, loss=0.586, mat=0.004, sens=0.834, deg=0.000
Ep 094/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:15,  1.52s/it, loss=0.578, mat=0.004, sens=0.821, deg=0.000
Ep 094/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:13,  1.52s/it, loss=0.578, mat=0.004, sens=0.821, deg=0.000
Ep 094/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:13,  1.52s/it, loss=0.558, mat=0.004, sens=0.794, deg=0.000
Ep 094/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:11,  1.51s/it, loss=0.558, mat=0.004, sens=0.794, deg=0.000
Ep 094/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 094/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:09,  1.51s/it, loss=0.546, mat=0.004, sens=0.777, deg=0.000
Ep 094/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:07,  1.51s/it, loss=0.546, mat=0.004, sens=0.777, deg=0.00
Ep 094/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:07,  1.51s/it, loss=0.618, mat=0.004, sens=0.880, deg=0.00
Ep 094/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:06,  1.51s/it, loss=0.618, mat=0.004, sens=0.880, deg=0.00
Ep 094/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:04,  1.51s/it, loss=0.555, mat=0.003, sens=0.788, deg=0.00
Ep 094/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:03,  1.51s/it, loss=0.555, mat=0.003, sens=0.788, deg=0.00
Ep 094/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:01,  1.51s/it, loss=0.578, mat=0.003, sens=0.823, deg=0.00
Ep 094/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:06,  1.55s/it, loss=0.578, mat=0.003, sens=0.823, deg=0.00
Ep 094/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:06,  1.55s/it, loss=0.609, mat=0.004, sens=0.867, deg=0.00
Ep 094/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:03,  1.54s/it, loss=0.609, mat=0.004, sens=0.867, deg=0.00
Ep 094/100 [S4:finetune]:  40%|▍| 106/264 [02:42<04:03,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  41%|▍| 107/264 [02:42<04:00,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  41%|▍| 107/264 [02:44<04:00,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:57,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:57,  1.53s/it, loss=0.602, mat=0.003, sens=0.855, deg=0.00
Ep 094/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:55,  1.52s/it, loss=0.602, mat=0.003, sens=0.855, deg=0.00
Ep 094/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:55,  1.52s/it, loss=0.529, mat=0.003, sens=0.754, deg=0.00
Ep 094/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:53,  1.52s/it, loss=0.529, mat=0.003, sens=0.754, deg=0.00
Ep 094/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:51,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.51s/it, loss=0.663, mat=0.004, sens=0.939, deg=0.00
Ep 094/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:49,  1.51s/it, loss=0.663, mat=0.004, sens=0.939, deg=0.00
Ep 094/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.685, mat=0.004, sens=0.975, deg=0.00
Ep 094/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:47,  1.51s/it, loss=0.685, mat=0.004, sens=0.975, deg=0.00
Ep 094/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:47,  1.51s/it, loss=0.611, mat=0.004, sens=0.871, deg=0.00
Ep 094/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.611, mat=0.004, sens=0.871, deg=0.00
Ep 094/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:43,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:41,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:41,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:39,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:38,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:38,  1.51s/it, loss=0.627, mat=0.003, sens=0.894, deg=0.00
Ep 094/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:36,  1.51s/it, loss=0.627, mat=0.003, sens=0.894, deg=0.00
Ep 094/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:36,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:35,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:35,  1.51s/it, loss=0.605, mat=0.002, sens=0.856, deg=0.00
Ep 094/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:33,  1.50s/it, loss=0.605, mat=0.002, sens=0.856, deg=0.00
Ep 094/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:33,  1.50s/it, loss=0.669, mat=0.005, sens=0.952, deg=0.00
Ep 094/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:32,  1.50s/it, loss=0.669, mat=0.005, sens=0.952, deg=0.00
Ep 094/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:32,  1.50s/it, loss=0.869, mat=0.004, sens=1.239, deg=0.00
Ep 094/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:33,  1.53s/it, loss=0.869, mat=0.004, sens=1.239, deg=0.00
Ep 094/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:33,  1.53s/it, loss=0.618, mat=0.004, sens=0.880, deg=0.00
Ep 094/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:31,  1.52s/it, loss=0.618, mat=0.004, sens=0.880, deg=0.00
Ep 094/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:31,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:28,  1.51s/it, loss=0.611, mat=0.003, sens=0.872, deg=0.00
Ep 094/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:26,  1.51s/it, loss=0.611, mat=0.003, sens=0.872, deg=0.00
Ep 094/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:26,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:25,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:25,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:25,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:25,  1.52s/it, loss=0.643, mat=0.002, sens=0.918, deg=0.00
Ep 094/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:23,  1.52s/it, loss=0.643, mat=0.002, sens=0.918, deg=0.00
Ep 094/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.639, mat=0.004, sens=0.910, deg=0.00
Ep 094/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:21,  1.52s/it, loss=0.639, mat=0.004, sens=0.910, deg=0.00
Ep 094/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:21,  1.52s/it, loss=0.653, mat=0.005, sens=0.930, deg=0.00
Ep 094/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:19,  1.51s/it, loss=0.653, mat=0.005, sens=0.930, deg=0.00
Ep 094/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:17,  1.51s/it, loss=0.588, mat=0.003, sens=0.838, deg=0.00
Ep 094/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:16,  1.51s/it, loss=0.588, mat=0.003, sens=0.838, deg=0.00
Ep 094/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:16,  1.51s/it, loss=0.713, mat=0.005, sens=1.016, deg=0.00
Ep 094/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:14,  1.51s/it, loss=0.713, mat=0.005, sens=1.016, deg=0.00
Ep 094/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:12,  1.51s/it, loss=0.714, mat=0.003, sens=1.016, deg=0.00
Ep 094/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:11,  1.51s/it, loss=0.714, mat=0.003, sens=1.016, deg=0.00
Ep 094/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:12,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:12,  1.53s/it, loss=0.586, mat=0.002, sens=0.835, deg=0.00
Ep 094/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:10,  1.52s/it, loss=0.586, mat=0.002, sens=0.835, deg=0.00
Ep 094/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:10,  1.52s/it, loss=0.858, mat=0.004, sens=1.222, deg=0.00
Ep 094/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:08,  1.52s/it, loss=0.858, mat=0.004, sens=1.222, deg=0.00
Ep 094/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:08,  1.52s/it, loss=0.647, mat=0.004, sens=0.922, deg=0.00
Ep 094/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:06,  1.52s/it, loss=0.647, mat=0.004, sens=0.922, deg=0.00
Ep 094/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:06,  1.52s/it, loss=0.690, mat=0.002, sens=0.984, deg=0.00
Ep 094/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:04,  1.52s/it, loss=0.690, mat=0.002, sens=0.984, deg=0.00
Ep 094/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:03,  1.51s/it, loss=0.677, mat=0.003, sens=0.965, deg=0.00
Ep 094/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:01,  1.51s/it, loss=0.677, mat=0.003, sens=0.965, deg=0.00
Ep 094/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.51s/it, loss=0.718, mat=0.003, sens=1.024, deg=0.00
Ep 094/100 [S4:finetune]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.718, mat=0.003, sens=1.024, deg=0.00
Ep 094/100 [S4:finetune]:  55%|▌| 145/264 [03:41<02:59,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:58,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:58,  1.51s/it, loss=0.704, mat=0.004, sens=1.003, deg=0.00
Ep 094/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:56,  1.51s/it, loss=0.704, mat=0.004, sens=1.003, deg=0.00
Ep 094/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:56,  1.51s/it, loss=0.683, mat=0.003, sens=0.974, deg=0.00
Ep 094/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:55,  1.51s/it, loss=0.683, mat=0.003, sens=0.974, deg=0.00
Ep 094/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:55,  1.51s/it, loss=0.650, mat=0.003, sens=0.926, deg=0.00
Ep 094/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:53,  1.51s/it, loss=0.650, mat=0.003, sens=0.926, deg=0.00
Ep 094/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.711, mat=0.004, sens=1.011, deg=0.00
Ep 094/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:54,  1.53s/it, loss=0.711, mat=0.004, sens=1.011, deg=0.00
Ep 094/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:54,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:52,  1.52s/it, loss=0.616, mat=0.002, sens=0.877, deg=0.00
Ep 094/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:50,  1.52s/it, loss=0.616, mat=0.002, sens=0.877, deg=0.00
Ep 094/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:50,  1.52s/it, loss=0.668, mat=0.003, sens=0.953, deg=0.00
Ep 094/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:48,  1.52s/it, loss=0.668, mat=0.003, sens=0.953, deg=0.00
Ep 094/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:48,  1.52s/it, loss=0.642, mat=0.003, sens=0.916, deg=0.00
Ep 094/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:48,  1.53s/it, loss=0.642, mat=0.003, sens=0.916, deg=0.00
Ep 094/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:48,  1.53s/it, loss=0.607, mat=0.003, sens=0.864, deg=0.00
Ep 094/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:45,  1.52s/it, loss=0.607, mat=0.003, sens=0.864, deg=0.00
Ep 094/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:44,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.615, mat=0.003, sens=0.878, deg=0.00
Ep 094/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:42,  1.52s/it, loss=0.615, mat=0.003, sens=0.878, deg=0.00
Ep 094/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.543, mat=0.003, sens=0.773, deg=0.00
Ep 094/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:40,  1.51s/it, loss=0.543, mat=0.003, sens=0.773, deg=0.00
Ep 094/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 094/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 094/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:38,  1.51s/it, loss=0.556, mat=0.004, sens=0.792, deg=0.00
Ep 094/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:36,  1.51s/it, loss=0.556, mat=0.004, sens=0.792, deg=0.00
Ep 094/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:36,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:35,  1.51s/it, loss=0.559, mat=0.004, sens=0.796, deg=0.00
Ep 094/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:33,  1.51s/it, loss=0.559, mat=0.004, sens=0.796, deg=0.00
Ep 094/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:33,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:32,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:32,  1.51s/it, loss=0.577, mat=0.003, sens=0.821, deg=0.00
Ep 094/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:30,  1.51s/it, loss=0.577, mat=0.003, sens=0.821, deg=0.00
Ep 094/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:30,  1.51s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.00
Ep 094/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.00
Ep 094/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:26,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:26,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:26,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:26,  1.53s/it, loss=0.645, mat=0.003, sens=0.919, deg=0.00
Ep 094/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:24,  1.52s/it, loss=0.645, mat=0.003, sens=0.919, deg=0.00
Ep 094/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:24,  1.52s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.00
Ep 094/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:22,  1.52s/it, loss=0.632, mat=0.003, sens=0.901, deg=0.00
Ep 094/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:22,  1.52s/it, loss=0.682, mat=0.003, sens=0.972, deg=0.00
Ep 094/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:20,  1.52s/it, loss=0.682, mat=0.003, sens=0.972, deg=0.00
Ep 094/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:20,  1.52s/it, loss=0.666, mat=0.003, sens=0.950, deg=0.00
Ep 094/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:19,  1.51s/it, loss=0.666, mat=0.003, sens=0.950, deg=0.00
Ep 094/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:19,  1.51s/it, loss=0.656, mat=0.002, sens=0.937, deg=0.00
Ep 094/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:17,  1.51s/it, loss=0.656, mat=0.002, sens=0.937, deg=0.00
Ep 094/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:15,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:10,  1.51s/it, loss=0.665, mat=0.004, sens=0.947, deg=0.00
Ep 094/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:10,  1.51s/it, loss=0.665, mat=0.004, sens=0.947, deg=0.00
Ep 094/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:10,  1.51s/it, loss=0.665, mat=0.003, sens=0.949, deg=0.00
Ep 094/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:08,  1.52s/it, loss=0.665, mat=0.003, sens=0.949, deg=0.00
Ep 094/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.52s/it, loss=0.700, mat=0.003, sens=0.999, deg=0.00
Ep 094/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:07,  1.51s/it, loss=0.700, mat=0.003, sens=0.999, deg=0.00
Ep 094/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.51s/it, loss=0.709, mat=0.004, sens=1.010, deg=0.00
Ep 094/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.51s/it, loss=0.709, mat=0.004, sens=1.010, deg=0.00
Ep 094/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=0.732, mat=0.004, sens=1.044, deg=0.00
Ep 094/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:03,  1.51s/it, loss=0.732, mat=0.004, sens=1.044, deg=0.00
Ep 094/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:03,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:04,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:04,  1.53s/it, loss=0.675, mat=0.003, sens=0.963, deg=0.00
Ep 094/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:02,  1.53s/it, loss=0.675, mat=0.003, sens=0.963, deg=0.00
Ep 094/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:02,  1.53s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.52s/it, loss=0.011, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.52s/it, loss=0.797, mat=0.004, sens=1.135, deg=0.00
Ep 094/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:58,  1.52s/it, loss=0.797, mat=0.004, sens=1.135, deg=0.00
Ep 094/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.738, mat=0.002, sens=1.053, deg=0.00
Ep 094/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.738, mat=0.002, sens=1.053, deg=0.00
Ep 094/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.770, mat=0.003, sens=1.097, deg=0.00
Ep 094/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:55,  1.51s/it, loss=0.770, mat=0.003, sens=1.097, deg=0.00
Ep 094/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:55,  1.51s/it, loss=0.748, mat=0.003, sens=1.067, deg=0.00
Ep 094/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.51s/it, loss=0.748, mat=0.003, sens=1.067, deg=0.00
Ep 094/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:53,  1.51s/it, loss=0.746, mat=0.003, sens=1.063, deg=0.00
Ep 094/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:51,  1.51s/it, loss=0.746, mat=0.003, sens=1.063, deg=0.00
Ep 094/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:50,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:50,  1.51s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:48,  1.51s/it, loss=0.009, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:48,  1.51s/it, loss=0.781, mat=0.005, sens=1.112, deg=0.00
Ep 094/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.51s/it, loss=0.781, mat=0.005, sens=1.112, deg=0.00
Ep 094/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:45,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:45,  1.53s/it, loss=0.739, mat=0.003, sens=1.055, deg=0.00
Ep 094/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:43,  1.52s/it, loss=0.739, mat=0.003, sens=1.055, deg=0.00
Ep 094/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.52s/it, loss=0.735, mat=0.003, sens=1.048, deg=0.00
Ep 094/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:40,  1.52s/it, loss=0.735, mat=0.003, sens=1.048, deg=0.00
Ep 094/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.825, mat=0.003, sens=1.176, deg=0.00
Ep 094/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.51s/it, loss=0.825, mat=0.003, sens=1.176, deg=0.00
Ep 094/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.51s/it, loss=0.750, mat=0.003, sens=1.070, deg=0.00
Ep 094/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=0.750, mat=0.003, sens=1.070, deg=0.00
Ep 094/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:36,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.51s/it, loss=0.895, mat=0.003, sens=1.277, deg=0.00
Ep 094/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:34,  1.52s/it, loss=0.895, mat=0.003, sens=1.277, deg=0.00
Ep 094/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:34,  1.52s/it, loss=0.775, mat=0.003, sens=1.104, deg=0.00
Ep 094/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:32,  1.52s/it, loss=0.775, mat=0.003, sens=1.104, deg=0.00
Ep 094/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.51s/it, loss=0.566, mat=0.002, sens=0.803, deg=0.00
Ep 094/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:27,  1.51s/it, loss=0.566, mat=0.002, sens=0.803, deg=0.00
Ep 094/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:24,  1.51s/it, loss=0.795, mat=0.002, sens=1.135, deg=0.00
Ep 094/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:22,  1.51s/it, loss=0.795, mat=0.002, sens=1.135, deg=0.00
Ep 094/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:22,  1.51s/it, loss=0.740, mat=0.005, sens=1.054, deg=0.00
Ep 094/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:21,  1.51s/it, loss=0.740, mat=0.005, sens=1.054, deg=0.00
Ep 094/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:21,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:19,  1.51s/it, loss=0.973, mat=0.003, sens=1.388, deg=0.00
Ep 094/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.51s/it, loss=0.973, mat=0.003, sens=1.388, deg=0.00
Ep 094/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:16,  1.51s/it, loss=0.884, mat=0.003, sens=1.260, deg=0.00
Ep 094/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:16,  1.53s/it, loss=0.884, mat=0.003, sens=1.260, deg=0.00
Ep 094/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:16,  1.53s/it, loss=0.624, mat=0.002, sens=0.889, deg=0.00
Ep 094/100 [S4:finetune]:  81%|▊| 215/264 [05:26<01:14,  1.52s/it, loss=0.624, mat=0.002, sens=0.889, deg=0.00
Ep 094/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.52s/it, loss=0.859, mat=0.004, sens=1.225, deg=0.00
Ep 094/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.52s/it, loss=0.859, mat=0.004, sens=1.225, deg=0.00
Ep 094/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.51s/it, loss=0.735, mat=0.004, sens=1.048, deg=0.00
Ep 094/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=0.735, mat=0.004, sens=1.048, deg=0.00
Ep 094/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.51s/it, loss=0.818, mat=0.003, sens=1.166, deg=0.00
Ep 094/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:07,  1.51s/it, loss=0.818, mat=0.003, sens=1.166, deg=0.00
Ep 094/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.751, mat=0.003, sens=1.070, deg=0.00
Ep 094/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.751, mat=0.003, sens=1.070, deg=0.00
Ep 094/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.757, mat=0.003, sens=1.080, deg=0.00
Ep 094/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:04,  1.51s/it, loss=0.757, mat=0.003, sens=1.080, deg=0.00
Ep 094/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:01,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:01,  1.50s/it, loss=0.648, mat=0.003, sens=0.923, deg=0.00
Ep 094/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:00,  1.51s/it, loss=0.648, mat=0.003, sens=0.923, deg=0.00
Ep 094/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:00,  1.51s/it, loss=0.746, mat=0.002, sens=1.058, deg=0.00
Ep 094/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:58,  1.51s/it, loss=0.746, mat=0.002, sens=1.058, deg=0.00
Ep 094/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:58,  1.51s/it, loss=0.704, mat=0.005, sens=1.003, deg=0.00
Ep 094/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.51s/it, loss=0.704, mat=0.005, sens=1.003, deg=0.00
Ep 094/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.51s/it, loss=0.731, mat=0.004, sens=1.042, deg=0.00
Ep 094/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:56,  1.52s/it, loss=0.731, mat=0.004, sens=1.042, deg=0.00
Ep 094/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:55,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:55,  1.54s/it, loss=0.866, mat=0.003, sens=1.235, deg=0.00
Ep 094/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:53,  1.53s/it, loss=0.866, mat=0.003, sens=1.235, deg=0.00
Ep 094/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:50,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.52s/it, loss=0.736, mat=0.002, sens=1.048, deg=0.00
Ep 094/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.736, mat=0.002, sens=1.048, deg=0.00
Ep 094/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.51s/it, loss=0.641, mat=0.003, sens=0.914, deg=0.00
Ep 094/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:43,  1.51s/it, loss=0.641, mat=0.003, sens=0.914, deg=0.00
Ep 094/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:43,  1.51s/it, loss=0.601, mat=0.003, sens=0.857, deg=0.00
Ep 094/100 [S4:finetune]:  89%|▉| 236/264 [05:58<00:42,  1.51s/it, loss=0.601, mat=0.003, sens=0.857, deg=0.00
Ep 094/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:40,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:40,  1.51s/it, loss=0.735, mat=0.003, sens=1.048, deg=0.00
Ep 094/100 [S4:finetune]:  90%|▉| 238/264 [06:01<00:39,  1.51s/it, loss=0.735, mat=0.003, sens=1.048, deg=0.00
Ep 094/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:37,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  91%|▉| 240/264 [06:04<00:36,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.53s/it, loss=0.635, mat=0.003, sens=0.806, deg=0.00
Ep 094/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:35,  1.52s/it, loss=0.635, mat=0.003, sens=0.806, deg=0.00
Ep 094/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  92%|▉| 242/264 [06:07<00:33,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.52s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.00
Ep 094/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.52s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.00
Ep 094/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.52s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.00
Ep 094/100 [S4:finetune]:  92%|▉| 244/264 [06:10<00:30,  1.51s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.00
Ep 094/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  93%|▉| 246/264 [06:13<00:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.616, mat=0.003, sens=0.878, deg=0.00
Ep 094/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.51s/it, loss=0.616, mat=0.003, sens=0.878, deg=0.00
Ep 094/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  94%|▉| 248/264 [06:16<00:24,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.678, mat=0.004, sens=0.966, deg=0.00
Ep 094/100 [S4:finetune]:  95%|▉| 250/264 [06:19<00:21,  1.51s/it, loss=0.678, mat=0.004, sens=0.966, deg=0.00
Ep 094/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.606, mat=0.003, sens=0.864, deg=0.00
Ep 094/100 [S4:finetune]:  95%|▉| 251/264 [06:20<00:19,  1.52s/it, loss=0.606, mat=0.003, sens=0.864, deg=0.00
Ep 094/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.52s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 094/100 [S4:finetune]:  95%|▉| 252/264 [06:22<00:18,  1.52s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 094/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  96%|▉| 254/264 [06:25<00:15,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 094/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.51s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.00
Ep 094/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.607, mat=0.003, sens=0.866, deg=0.00
Ep 094/100 [S4:finetune]:  97%|▉| 256/264 [06:28<00:12,  1.51s/it, loss=0.607, mat=0.003, sens=0.866, deg=0.00
Ep 094/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.676, mat=0.003, sens=0.964, deg=0.00
Ep 094/100 [S4:finetune]:  98%|▉| 258/264 [06:31<00:09,  1.53s/it, loss=0.676, mat=0.003, sens=0.964, deg=0.00
Ep 094/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.53s/it, loss=0.646, mat=0.004, sens=0.920, deg=0.00
Ep 094/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.53s/it, loss=0.646, mat=0.004, sens=0.920, deg=0.00
Ep 094/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.53s/it, loss=0.626, mat=0.003, sens=0.890, deg=0.00
Ep 094/100 [S4:finetune]:  98%|▉| 260/264 [06:34<00:06,  1.52s/it, loss=0.626, mat=0.003, sens=0.890, deg=0.00
Ep 094/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.583, mat=0.002, sens=0.827, deg=0.00
Ep 094/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.52s/it, loss=0.583, mat=0.002, sens=0.827, deg=0.00
Ep 094/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.52s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.00
Ep 094/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.51s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.00
Ep 094/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 094/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.51s/it, loss=0.632, mat=0.002, sens=0.901, deg=0.00
Ep 094/100 [S4:finetune]: 100%|█| 264/264 [06:40<00:00,  1.51s/it, loss=0.632, mat=0.002, sens=0.901, deg=0.00
                                                                                                              
Epoch 094/100 [S4:finetune]  loss=0.4115  mat=0.0032  sens=0.5842  deg=0.0002  orth=0.0016  α=0.3 β=0.7 γ=0.2  401s

Ep 095/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 095/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 095/100 [S4:finetune]:   0%| | 1/264 [00:02<09:37,  2.20s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 095/100 [S4:finetune]:   0%| | 1/264 [00:03<09:37,  2.20s/it, loss=0.600, mat=0.004, sens=0.855, deg=0.000]
Ep 095/100 [S4:finetune]:   1%| | 2/264 [00:03<07:48,  1.79s/it, loss=0.600, mat=0.004, sens=0.855, deg=0.000]
Ep 095/100 [S4:finetune]:   1%| | 2/264 [00:05<07:48,  1.79s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 095/100 [S4:finetune]:   1%| | 3/264 [00:05<07:12,  1.66s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 095/100 [S4:finetune]:   1%| | 3/264 [00:06<07:12,  1.66s/it, loss=0.559, mat=0.002, sens=0.794, deg=0.000]
Ep 095/100 [S4:finetune]:   2%| | 4/264 [00:06<06:54,  1.59s/it, loss=0.559, mat=0.002, sens=0.794, deg=0.000]
Ep 095/100 [S4:finetune]:   2%| | 4/264 [00:08<06:54,  1.59s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.000]
Ep 095/100 [S4:finetune]:   2%| | 5/264 [00:08<06:44,  1.56s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.000]
Ep 095/100 [S4:finetune]:   2%| | 5/264 [00:09<06:44,  1.56s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 095/100 [S4:finetune]:   2%| | 6/264 [00:09<06:37,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000]
Ep 095/100 [S4:finetune]:   2%| | 6/264 [00:11<06:37,  1.54s/it, loss=0.614, mat=0.004, sens=0.874, deg=0.000]
Ep 095/100 [S4:finetune]:   3%| | 7/264 [00:11<06:33,  1.53s/it, loss=0.614, mat=0.004, sens=0.874, deg=0.000]
Ep 095/100 [S4:finetune]:   3%| | 7/264 [00:12<06:33,  1.53s/it, loss=0.536, mat=0.003, sens=0.761, deg=0.000]
Ep 095/100 [S4:finetune]:   3%| | 8/264 [00:12<06:29,  1.52s/it, loss=0.536, mat=0.003, sens=0.761, deg=0.000]
Ep 095/100 [S4:finetune]:   3%| | 8/264 [00:14<06:29,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 095/100 [S4:finetune]:   3%| | 9/264 [00:14<06:26,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000]
Ep 095/100 [S4:finetune]:   3%| | 9/264 [00:15<06:26,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 095/100 [S4:finetune]:   4%| | 10/264 [00:15<06:23,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   4%| | 10/264 [00:17<06:23,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   4%| | 11/264 [00:17<06:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   4%| | 11/264 [00:18<06:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   5%| | 12/264 [00:18<06:33,  1.56s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   5%| | 12/264 [00:20<06:33,  1.56s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   5%| | 13/264 [00:20<06:28,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   5%| | 13/264 [00:21<06:28,  1.55s/it, loss=0.525, mat=0.002, sens=0.750, deg=0.000
Ep 095/100 [S4:finetune]:   5%| | 14/264 [00:21<06:23,  1.54s/it, loss=0.525, mat=0.002, sens=0.750, deg=0.000
Ep 095/100 [S4:finetune]:   5%| | 14/264 [00:23<06:23,  1.54s/it, loss=0.732, mat=0.003, sens=0.801, deg=0.000
Ep 095/100 [S4:finetune]:   6%| | 15/264 [00:23<06:20,  1.53s/it, loss=0.732, mat=0.003, sens=0.801, deg=0.000
Ep 095/100 [S4:finetune]:   6%| | 15/264 [00:24<06:20,  1.53s/it, loss=0.588, mat=0.003, sens=0.821, deg=0.000
Ep 095/100 [S4:finetune]:   6%| | 16/264 [00:24<06:16,  1.52s/it, loss=0.588, mat=0.003, sens=0.821, deg=0.000
Ep 095/100 [S4:finetune]:   6%| | 16/264 [00:26<06:16,  1.52s/it, loss=0.520, mat=0.003, sens=0.741, deg=0.000
Ep 095/100 [S4:finetune]:   6%| | 17/264 [00:26<06:15,  1.52s/it, loss=0.520, mat=0.003, sens=0.741, deg=0.000
Ep 095/100 [S4:finetune]:   6%| | 17/264 [00:27<06:15,  1.52s/it, loss=0.565, mat=0.002, sens=0.804, deg=0.000
Ep 095/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.565, mat=0.002, sens=0.804, deg=0.000
Ep 095/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   7%| | 19/264 [00:30<06:10,  1.51s/it, loss=0.546, mat=0.005, sens=0.777, deg=0.000
Ep 095/100 [S4:finetune]:   8%| | 20/264 [00:30<06:08,  1.51s/it, loss=0.546, mat=0.005, sens=0.777, deg=0.000
Ep 095/100 [S4:finetune]:   8%| | 20/264 [00:32<06:08,  1.51s/it, loss=0.563, mat=0.004, sens=0.801, deg=0.000
Ep 095/100 [S4:finetune]:   8%| | 21/264 [00:32<06:06,  1.51s/it, loss=0.563, mat=0.004, sens=0.801, deg=0.000
Ep 095/100 [S4:finetune]:   8%| | 21/264 [00:33<06:06,  1.51s/it, loss=0.531, mat=0.002, sens=0.755, deg=0.000
Ep 095/100 [S4:finetune]:   8%| | 22/264 [00:33<06:04,  1.51s/it, loss=0.531, mat=0.002, sens=0.755, deg=0.000
Ep 095/100 [S4:finetune]:   8%| | 22/264 [00:35<06:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:   9%| | 23/264 [00:35<06:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:   9%| | 23/264 [00:36<06:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   9%| | 24/264 [00:36<06:00,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   9%| | 24/264 [00:38<06:00,  1.50s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   9%| | 25/264 [00:38<05:59,  1.50s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:   9%| | 25/264 [00:40<05:59,  1.50s/it, loss=0.552, mat=0.004, sens=0.784, deg=0.000
Ep 095/100 [S4:finetune]:  10%| | 26/264 [00:40<06:03,  1.53s/it, loss=0.552, mat=0.004, sens=0.784, deg=0.000
Ep 095/100 [S4:finetune]:  10%| | 26/264 [00:41<06:03,  1.53s/it, loss=0.535, mat=0.004, sens=0.761, deg=0.002
Ep 095/100 [S4:finetune]:  10%| | 27/264 [00:41<06:00,  1.52s/it, loss=0.535, mat=0.004, sens=0.761, deg=0.002
Ep 095/100 [S4:finetune]:  10%| | 27/264 [00:43<06:00,  1.52s/it, loss=0.511, mat=0.003, sens=0.726, deg=0.002
Ep 095/100 [S4:finetune]:  11%| | 28/264 [00:43<05:58,  1.52s/it, loss=0.511, mat=0.003, sens=0.726, deg=0.002
Ep 095/100 [S4:finetune]:  11%| | 28/264 [00:44<05:58,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.002
Ep 095/100 [S4:finetune]:  11%| | 29/264 [00:44<05:55,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.002
Ep 095/100 [S4:finetune]:  11%| | 29/264 [00:46<05:55,  1.51s/it, loss=0.551, mat=0.003, sens=0.780, deg=0.020
Ep 095/100 [S4:finetune]:  11%| | 30/264 [00:46<05:53,  1.51s/it, loss=0.551, mat=0.003, sens=0.780, deg=0.020
Ep 095/100 [S4:finetune]:  11%| | 30/264 [00:47<05:53,  1.51s/it, loss=0.506, mat=0.002, sens=0.720, deg=0.002
Ep 095/100 [S4:finetune]:  12%| | 31/264 [00:47<05:51,  1.51s/it, loss=0.506, mat=0.002, sens=0.720, deg=0.002
Ep 095/100 [S4:finetune]:  12%| | 31/264 [00:49<05:51,  1.51s/it, loss=0.500, mat=0.003, sens=0.703, deg=0.026
Ep 095/100 [S4:finetune]:  12%| | 32/264 [00:49<05:49,  1.51s/it, loss=0.500, mat=0.003, sens=0.703, deg=0.026
Ep 095/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.51s/it, loss=0.563, mat=0.003, sens=0.792, deg=0.035
Ep 095/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.563, mat=0.003, sens=0.792, deg=0.035
Ep 095/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:48,  1.51s/it, loss=0.505, mat=0.003, sens=0.703, deg=0.057
Ep 095/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:47,  1.51s/it, loss=0.505, mat=0.003, sens=0.703, deg=0.057
Ep 095/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:47,  1.51s/it, loss=0.518, mat=0.004, sens=0.731, deg=0.020
Ep 095/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:48,  1.52s/it, loss=0.518, mat=0.004, sens=0.731, deg=0.020
Ep 095/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:48,  1.52s/it, loss=0.541, mat=0.004, sens=0.764, deg=0.008
Ep 095/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:46,  1.52s/it, loss=0.541, mat=0.004, sens=0.764, deg=0.008
Ep 095/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:46,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.005
Ep 095/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.005
Ep 095/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.521, mat=0.003, sens=0.732, deg=0.002
Ep 095/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:47,  1.54s/it, loss=0.521, mat=0.003, sens=0.732, deg=0.002
Ep 095/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:47,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.009
Ep 095/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:44,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.009
Ep 095/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:44,  1.53s/it, loss=0.497, mat=0.003, sens=0.706, deg=0.000
Ep 095/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:40,  1.52s/it, loss=0.497, mat=0.003, sens=0.706, deg=0.000
Ep 095/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:36,  1.52s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:36,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:34,  1.51s/it, loss=0.538, mat=0.004, sens=0.765, deg=0.000
Ep 095/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:32,  1.51s/it, loss=0.538, mat=0.004, sens=0.765, deg=0.000
Ep 095/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:32,  1.51s/it, loss=0.487, mat=0.003, sens=0.693, deg=0.001
Ep 095/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:30,  1.51s/it, loss=0.487, mat=0.003, sens=0.693, deg=0.001
Ep 095/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:30,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:28,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:28,  1.51s/it, loss=0.544, mat=0.002, sens=0.774, deg=0.004
Ep 095/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:26,  1.51s/it, loss=0.544, mat=0.002, sens=0.774, deg=0.004
Ep 095/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:26,  1.51s/it, loss=0.531, mat=0.003, sens=0.755, deg=0.001
Ep 095/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:25,  1.51s/it, loss=0.531, mat=0.003, sens=0.755, deg=0.001
Ep 095/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:23,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:23,  1.50s/it, loss=0.533, mat=0.003, sens=0.755, deg=0.003
Ep 095/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:21,  1.50s/it, loss=0.533, mat=0.003, sens=0.755, deg=0.003
Ep 095/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:21,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:20,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:20,  1.50s/it, loss=0.528, mat=0.003, sens=0.746, deg=0.001
Ep 095/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=0.528, mat=0.003, sens=0.746, deg=0.001
Ep 095/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.541, mat=0.004, sens=0.769, deg=0.001
Ep 095/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:17,  1.51s/it, loss=0.541, mat=0.004, sens=0.769, deg=0.001
Ep 095/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:17,  1.51s/it, loss=0.540, mat=0.003, sens=0.770, deg=0.001
Ep 095/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:16,  1.51s/it, loss=0.540, mat=0.003, sens=0.770, deg=0.001
Ep 095/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:16,  1.51s/it, loss=0.505, mat=0.004, sens=0.719, deg=0.001
Ep 095/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:15,  1.51s/it, loss=0.505, mat=0.004, sens=0.719, deg=0.001
Ep 095/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:15,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:17,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:17,  1.53s/it, loss=0.523, mat=0.003, sens=0.743, deg=0.001
Ep 095/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:15,  1.52s/it, loss=0.523, mat=0.003, sens=0.743, deg=0.001
Ep 095/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:15,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.001
Ep 095/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.001
Ep 095/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:12,  1.52s/it, loss=0.576, mat=0.004, sens=0.820, deg=0.001
Ep 095/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:12,  1.53s/it, loss=0.576, mat=0.004, sens=0.820, deg=0.001
Ep 095/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:12,  1.53s/it, loss=0.592, mat=0.002, sens=0.844, deg=0.001
Ep 095/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:10,  1.52s/it, loss=0.592, mat=0.002, sens=0.844, deg=0.001
Ep 095/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:10,  1.52s/it, loss=0.527, mat=0.002, sens=0.751, deg=0.000
Ep 095/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:08,  1.52s/it, loss=0.527, mat=0.002, sens=0.751, deg=0.000
Ep 095/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:05,  1.51s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:03,  1.51s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.001
Ep 095/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:03,  1.51s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:01,  1.51s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:01,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.008
Ep 095/100 [S4:finetune]:  25%|▏| 65/264 [01:39<04:59,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.008
Ep 095/100 [S4:finetune]:  25%|▏| 65/264 [01:40<04:59,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:58,  1.51s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  25%|▎| 66/264 [01:42<04:58,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:56,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:56,  1.51s/it, loss=0.606, mat=0.002, sens=0.864, deg=0.000
Ep 095/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:55,  1.51s/it, loss=0.606, mat=0.002, sens=0.864, deg=0.000
Ep 095/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:55,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:54,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:54,  1.51s/it, loss=0.591, mat=0.004, sens=0.842, deg=0.000
Ep 095/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:52,  1.51s/it, loss=0.591, mat=0.004, sens=0.842, deg=0.000
Ep 095/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:52,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:55,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:55,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:52,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:50,  1.52s/it, loss=0.576, mat=0.003, sens=0.820, deg=0.000
Ep 095/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:47,  1.51s/it, loss=0.576, mat=0.003, sens=0.820, deg=0.000
Ep 095/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:45,  1.51s/it, loss=0.580, mat=0.004, sens=0.826, deg=0.000
Ep 095/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:43,  1.51s/it, loss=0.580, mat=0.004, sens=0.826, deg=0.000
Ep 095/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:43,  1.51s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.000
Ep 095/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:42,  1.51s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.000
Ep 095/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:42,  1.51s/it, loss=0.607, mat=0.004, sens=0.865, deg=0.000
Ep 095/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=0.607, mat=0.004, sens=0.865, deg=0.000
Ep 095/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:38,  1.51s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.000
Ep 095/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:37,  1.51s/it, loss=0.622, mat=0.003, sens=0.887, deg=0.000
Ep 095/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:37,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:35,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:35,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:34,  1.51s/it, loss=0.648, mat=0.003, sens=0.925, deg=0.000
Ep 095/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:37,  1.53s/it, loss=0.648, mat=0.003, sens=0.925, deg=0.000
Ep 095/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:37,  1.53s/it, loss=0.593, mat=0.004, sens=0.844, deg=0.000
Ep 095/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:36,  1.53s/it, loss=0.593, mat=0.004, sens=0.844, deg=0.000
Ep 095/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:36,  1.53s/it, loss=0.620, mat=0.003, sens=0.885, deg=0.000
Ep 095/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:33,  1.53s/it, loss=0.620, mat=0.003, sens=0.885, deg=0.000
Ep 095/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:33,  1.53s/it, loss=0.640, mat=0.003, sens=0.913, deg=0.000
Ep 095/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:31,  1.52s/it, loss=0.640, mat=0.003, sens=0.913, deg=0.000
Ep 095/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:31,  1.52s/it, loss=0.598, mat=0.003, sens=0.849, deg=0.009
Ep 095/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:29,  1.52s/it, loss=0.598, mat=0.003, sens=0.849, deg=0.009
Ep 095/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:29,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:26,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.52s/it, loss=0.623, mat=0.003, sens=0.889, deg=0.000
Ep 095/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:25,  1.52s/it, loss=0.623, mat=0.003, sens=0.889, deg=0.000
Ep 095/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:25,  1.52s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.000
Ep 095/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:23,  1.52s/it, loss=0.565, mat=0.003, sens=0.805, deg=0.000
Ep 095/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:23,  1.52s/it, loss=0.586, mat=0.003, sens=0.836, deg=0.000
Ep 095/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:21,  1.51s/it, loss=0.586, mat=0.003, sens=0.836, deg=0.000
Ep 095/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:19,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:19,  1.51s/it, loss=0.581, mat=0.004, sens=0.827, deg=0.000
Ep 095/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:18,  1.51s/it, loss=0.581, mat=0.004, sens=0.827, deg=0.000
Ep 095/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:18,  1.51s/it, loss=0.640, mat=0.002, sens=0.913, deg=0.000
Ep 095/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:16,  1.51s/it, loss=0.640, mat=0.002, sens=0.913, deg=0.000
Ep 095/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:16,  1.51s/it, loss=0.583, mat=0.003, sens=0.829, deg=0.000
Ep 095/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:14,  1.51s/it, loss=0.583, mat=0.003, sens=0.829, deg=0.000
Ep 095/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:14,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:13,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:13,  1.51s/it, loss=0.602, mat=0.004, sens=0.857, deg=0.000
Ep 095/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:11,  1.51s/it, loss=0.602, mat=0.004, sens=0.857, deg=0.000
Ep 095/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:11,  1.51s/it, loss=0.550, mat=0.002, sens=0.784, deg=0.000
Ep 095/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:09,  1.50s/it, loss=0.550, mat=0.002, sens=0.784, deg=0.000
Ep 095/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:09,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:08,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 095/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:08,  1.51s/it, loss=0.599, mat=0.004, sens=0.854, deg=0.000
Ep 095/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:06,  1.51s/it, loss=0.599, mat=0.004, sens=0.854, deg=0.00
Ep 095/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:06,  1.51s/it, loss=0.598, mat=0.003, sens=0.853, deg=0.00
Ep 095/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:09,  1.53s/it, loss=0.598, mat=0.003, sens=0.853, deg=0.00
Ep 095/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:09,  1.53s/it, loss=0.555, mat=0.003, sens=0.792, deg=0.00
Ep 095/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:06,  1.52s/it, loss=0.555, mat=0.003, sens=0.792, deg=0.00
Ep 095/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:04,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:02,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:02,  1.52s/it, loss=0.557, mat=0.003, sens=0.791, deg=0.00
Ep 095/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:00,  1.51s/it, loss=0.557, mat=0.003, sens=0.791, deg=0.00
Ep 095/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:58,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:58,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:56,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:56,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:56,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:55,  1.52s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 095/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:53,  1.52s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 095/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:53,  1.52s/it, loss=0.515, mat=0.003, sens=0.735, deg=0.00
Ep 095/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:51,  1.52s/it, loss=0.515, mat=0.003, sens=0.735, deg=0.00
Ep 095/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.52s/it, loss=0.528, mat=0.002, sens=0.752, deg=0.00
Ep 095/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:49,  1.51s/it, loss=0.528, mat=0.002, sens=0.752, deg=0.00
Ep 095/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:49,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:48,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.00
Ep 095/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.00
Ep 095/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:48,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:48,  1.53s/it, loss=0.556, mat=0.002, sens=0.791, deg=0.00
Ep 095/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:45,  1.52s/it, loss=0.556, mat=0.002, sens=0.791, deg=0.00
Ep 095/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:45,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:43,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:43,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.594, mat=0.002, sens=0.847, deg=0.00
Ep 095/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:38,  1.51s/it, loss=0.594, mat=0.002, sens=0.847, deg=0.00
Ep 095/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:38,  1.51s/it, loss=0.534, mat=0.004, sens=0.759, deg=0.00
Ep 095/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:37,  1.51s/it, loss=0.534, mat=0.004, sens=0.759, deg=0.00
Ep 095/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:37,  1.51s/it, loss=0.490, mat=0.004, sens=0.698, deg=0.00
Ep 095/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:35,  1.51s/it, loss=0.490, mat=0.004, sens=0.698, deg=0.00
Ep 095/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:34,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:34,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:32,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:32,  1.51s/it, loss=0.516, mat=0.003, sens=0.734, deg=0.00
Ep 095/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.516, mat=0.003, sens=0.734, deg=0.00
Ep 095/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:31,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:29,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:29,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 095/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:27,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 095/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:29,  1.53s/it, loss=0.474, mat=0.003, sens=0.675, deg=0.00
Ep 095/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:27,  1.52s/it, loss=0.474, mat=0.003, sens=0.675, deg=0.00
Ep 095/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:24,  1.52s/it, loss=0.514, mat=0.003, sens=0.733, deg=0.00
Ep 095/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:22,  1.51s/it, loss=0.514, mat=0.003, sens=0.733, deg=0.00
Ep 095/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:22,  1.51s/it, loss=0.517, mat=0.003, sens=0.736, deg=0.00
Ep 095/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:20,  1.51s/it, loss=0.517, mat=0.003, sens=0.736, deg=0.00
Ep 095/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:20,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:20,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.00
Ep 095/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:18,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.00
Ep 095/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:16,  1.51s/it, loss=0.505, mat=0.004, sens=0.719, deg=0.00
Ep 095/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:14,  1.51s/it, loss=0.505, mat=0.004, sens=0.719, deg=0.00
Ep 095/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:12,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:11,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:09,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:09,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:07,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:07,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:06,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:06,  1.50s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 095/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:04,  1.50s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 095/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:04,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:03,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:03,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:01,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:01,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:00,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:00,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  55%|▌| 145/264 [03:40<03:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:01,  1.53s/it, loss=0.521, mat=0.002, sens=0.743, deg=0.00
Ep 095/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:59,  1.52s/it, loss=0.521, mat=0.002, sens=0.743, deg=0.00
Ep 095/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:59,  1.52s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 095/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:57,  1.51s/it, loss=0.558, mat=0.003, sens=0.795, deg=0.00
Ep 095/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:57,  1.51s/it, loss=0.523, mat=0.004, sens=0.745, deg=0.00
Ep 095/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:55,  1.51s/it, loss=0.523, mat=0.004, sens=0.745, deg=0.00
Ep 095/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:55,  1.51s/it, loss=0.528, mat=0.004, sens=0.752, deg=0.00
Ep 095/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:53,  1.51s/it, loss=0.528, mat=0.004, sens=0.752, deg=0.00
Ep 095/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:51,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:49,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:49,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:48,  1.51s/it, loss=0.515, mat=0.003, sens=0.733, deg=0.00
Ep 095/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:47,  1.51s/it, loss=0.515, mat=0.003, sens=0.733, deg=0.00
Ep 095/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.531, mat=0.003, sens=0.756, deg=0.00
Ep 095/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:45,  1.51s/it, loss=0.531, mat=0.003, sens=0.756, deg=0.00
Ep 095/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:45,  1.51s/it, loss=0.591, mat=0.003, sens=0.839, deg=0.00
Ep 095/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:44,  1.51s/it, loss=0.591, mat=0.003, sens=0.839, deg=0.00
Ep 095/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.50s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:42,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:42,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.52s/it, loss=0.587, mat=0.003, sens=0.837, deg=0.00
Ep 095/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:40,  1.51s/it, loss=0.587, mat=0.003, sens=0.837, deg=0.00
Ep 095/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:39,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:39,  1.54s/it, loss=0.502, mat=0.003, sens=0.715, deg=0.00
Ep 095/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:37,  1.53s/it, loss=0.502, mat=0.003, sens=0.715, deg=0.00
Ep 095/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:37,  1.53s/it, loss=0.542, mat=0.003, sens=0.771, deg=0.00
Ep 095/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:35,  1.52s/it, loss=0.542, mat=0.003, sens=0.771, deg=0.00
Ep 095/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:33,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:33,  1.52s/it, loss=0.529, mat=0.003, sens=0.754, deg=0.00
Ep 095/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:31,  1.51s/it, loss=0.529, mat=0.003, sens=0.754, deg=0.00
Ep 095/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:31,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  62%|▋| 165/264 [04:10<02:29,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:27,  1.51s/it, loss=0.567, mat=0.003, sens=0.808, deg=0.00
Ep 095/100 [S4:finetune]:  63%|▋| 167/264 [04:13<02:26,  1.51s/it, loss=0.567, mat=0.003, sens=0.808, deg=0.00
Ep 095/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.631, mat=0.003, sens=0.900, deg=0.00
Ep 095/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:24,  1.51s/it, loss=0.631, mat=0.003, sens=0.900, deg=0.00
Ep 095/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:24,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  64%|▋| 169/264 [04:16<02:23,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:21,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:21,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  65%|▋| 171/264 [04:19<02:20,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.496, mat=0.004, sens=0.706, deg=0.00
Ep 095/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:20,  1.53s/it, loss=0.496, mat=0.004, sens=0.706, deg=0.00
Ep 095/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:20,  1.53s/it, loss=0.671, mat=0.002, sens=0.957, deg=0.00
Ep 095/100 [S4:finetune]:  66%|▋| 173/264 [04:22<02:18,  1.52s/it, loss=0.671, mat=0.002, sens=0.957, deg=0.00
Ep 095/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:16,  1.52s/it, loss=0.541, mat=0.003, sens=0.770, deg=0.00
Ep 095/100 [S4:finetune]:  66%|▋| 175/264 [04:25<02:14,  1.51s/it, loss=0.541, mat=0.003, sens=0.770, deg=0.00
Ep 095/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.652, mat=0.004, sens=0.929, deg=0.00
Ep 095/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:12,  1.51s/it, loss=0.652, mat=0.004, sens=0.929, deg=0.00
Ep 095/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:11,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:08,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.51s/it, loss=0.535, mat=0.002, sens=0.764, deg=0.00
Ep 095/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:06,  1.51s/it, loss=0.535, mat=0.002, sens=0.764, deg=0.00
Ep 095/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:06,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:06,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:06,  1.52s/it, loss=0.615, mat=0.005, sens=0.876, deg=0.00
Ep 095/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:04,  1.52s/it, loss=0.615, mat=0.005, sens=0.876, deg=0.00
Ep 095/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.601, mat=0.003, sens=0.857, deg=0.00
Ep 095/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:02,  1.52s/it, loss=0.601, mat=0.003, sens=0.857, deg=0.00
Ep 095/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:01,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.51s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.00
Ep 095/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.657, mat=0.002, sens=0.937, deg=0.00
Ep 095/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:57,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:57,  1.51s/it, loss=0.610, mat=0.003, sens=0.870, deg=0.00
Ep 095/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.51s/it, loss=0.610, mat=0.003, sens=0.870, deg=0.00
Ep 095/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.503, mat=0.002, sens=0.717, deg=0.00
Ep 095/100 [S4:finetune]:  71%|▋| 188/264 [04:45<01:54,  1.51s/it, loss=0.503, mat=0.002, sens=0.717, deg=0.00
Ep 095/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:53,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  72%|▋| 190/264 [04:48<01:51,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:51,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:51,  1.53s/it, loss=0.543, mat=0.002, sens=0.775, deg=0.00
Ep 095/100 [S4:finetune]:  73%|▋| 192/264 [04:51<01:49,  1.52s/it, loss=0.543, mat=0.002, sens=0.775, deg=0.00
Ep 095/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=0.550, mat=0.004, sens=0.784, deg=0.00
Ep 095/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.52s/it, loss=0.550, mat=0.004, sens=0.784, deg=0.00
Ep 095/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=0.642, mat=0.002, sens=0.870, deg=0.00
Ep 095/100 [S4:finetune]:  73%|▋| 194/264 [04:54<01:45,  1.51s/it, loss=0.642, mat=0.002, sens=0.870, deg=0.00
Ep 095/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:44,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:44,  1.51s/it, loss=0.561, mat=0.002, sens=0.800, deg=0.00
Ep 095/100 [S4:finetune]:  74%|▋| 196/264 [04:57<01:42,  1.51s/it, loss=0.561, mat=0.002, sens=0.800, deg=0.00
Ep 095/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:40,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  75%|▊| 198/264 [05:00<01:39,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:37,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:37,  1.50s/it, loss=0.627, mat=0.003, sens=0.894, deg=0.00
Ep 095/100 [S4:finetune]:  76%|▊| 200/264 [05:03<01:36,  1.51s/it, loss=0.627, mat=0.003, sens=0.894, deg=0.00
Ep 095/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.00
Ep 095/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:34,  1.51s/it, loss=0.584, mat=0.003, sens=0.833, deg=0.00
Ep 095/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  77%|▊| 202/264 [05:06<01:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.623, mat=0.004, sens=0.888, deg=0.00
Ep 095/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:31,  1.51s/it, loss=0.623, mat=0.004, sens=0.888, deg=0.00
Ep 095/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:31,  1.51s/it, loss=0.573, mat=0.003, sens=0.816, deg=0.00
Ep 095/100 [S4:finetune]:  77%|▊| 204/264 [05:09<01:30,  1.51s/it, loss=0.573, mat=0.003, sens=0.816, deg=0.00
Ep 095/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:30,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:30,  1.53s/it, loss=0.643, mat=0.004, sens=0.917, deg=0.00
Ep 095/100 [S4:finetune]:  78%|▊| 206/264 [05:12<01:28,  1.53s/it, loss=0.643, mat=0.004, sens=0.917, deg=0.00
Ep 095/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:28,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:26,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.52s/it, loss=0.599, mat=0.004, sens=0.844, deg=0.00
Ep 095/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:25,  1.52s/it, loss=0.599, mat=0.004, sens=0.844, deg=0.00
Ep 095/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:25,  1.52s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.00
Ep 095/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:23,  1.51s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.00
Ep 095/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:21,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.51s/it, loss=0.569, mat=0.005, sens=0.810, deg=0.00
Ep 095/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:18,  1.51s/it, loss=0.569, mat=0.005, sens=0.810, deg=0.00
Ep 095/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 095/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:16,  1.51s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 095/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:16,  1.51s/it, loss=0.692, mat=0.002, sens=0.987, deg=0.00
Ep 095/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:15,  1.51s/it, loss=0.692, mat=0.002, sens=0.987, deg=0.00
Ep 095/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:13,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:13,  1.50s/it, loss=0.673, mat=0.003, sens=0.958, deg=0.00
Ep 095/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.50s/it, loss=0.673, mat=0.003, sens=0.958, deg=0.00
Ep 095/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:12,  1.50s/it, loss=0.617, mat=0.002, sens=0.881, deg=0.00
Ep 095/100 [S4:finetune]:  82%|▊| 217/264 [05:29<01:11,  1.53s/it, loss=0.617, mat=0.002, sens=0.881, deg=0.00
Ep 095/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.52s/it, loss=0.529, mat=0.005, sens=0.753, deg=0.00
Ep 095/100 [S4:finetune]:  83%|▊| 219/264 [05:32<01:08,  1.51s/it, loss=0.529, mat=0.005, sens=0.753, deg=0.00
Ep 095/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:08,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.583, mat=0.003, sens=0.832, deg=0.00
Ep 095/100 [S4:finetune]:  84%|▊| 221/264 [05:35<01:04,  1.51s/it, loss=0.583, mat=0.003, sens=0.832, deg=0.00
Ep 095/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.621, mat=0.003, sens=0.878, deg=0.00
Ep 095/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.51s/it, loss=0.621, mat=0.003, sens=0.878, deg=0.00
Ep 095/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.51s/it, loss=0.620, mat=0.003, sens=0.883, deg=0.00
Ep 095/100 [S4:finetune]:  84%|▊| 223/264 [05:38<01:01,  1.50s/it, loss=0.620, mat=0.003, sens=0.883, deg=0.00
Ep 095/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:01,  1.50s/it, loss=0.606, mat=0.003, sens=0.864, deg=0.00
Ep 095/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:00,  1.50s/it, loss=0.606, mat=0.003, sens=0.864, deg=0.00
Ep 095/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:00,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  85%|▊| 225/264 [05:41<00:58,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:58,  1.50s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.00
Ep 095/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.50s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.00
Ep 095/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.50s/it, loss=0.626, mat=0.002, sens=0.892, deg=0.00
Ep 095/100 [S4:finetune]:  86%|▊| 227/264 [05:44<00:55,  1.50s/it, loss=0.626, mat=0.002, sens=0.892, deg=0.00
Ep 095/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:55,  1.50s/it, loss=0.642, mat=0.004, sens=0.914, deg=0.00
Ep 095/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.50s/it, loss=0.642, mat=0.004, sens=0.914, deg=0.00
Ep 095/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.50s/it, loss=0.603, mat=0.004, sens=0.809, deg=0.00
Ep 095/100 [S4:finetune]:  87%|▊| 229/264 [05:47<00:52,  1.50s/it, loss=0.603, mat=0.004, sens=0.809, deg=0.00
Ep 095/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:52,  1.50s/it, loss=2.428, mat=0.002, sens=0.799, deg=0.00
Ep 095/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=2.428, mat=0.002, sens=0.799, deg=0.00
Ep 095/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.51s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.00
Ep 095/100 [S4:finetune]:  88%|▉| 231/264 [05:50<00:49,  1.51s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.00
Ep 095/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.00
Ep 095/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=0.607, mat=0.003, sens=0.865, deg=0.00
Ep 095/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.00
Ep 095/100 [S4:finetune]:  88%|▉| 233/264 [05:53<00:46,  1.51s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.00
Ep 095/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=0.593, mat=0.002, sens=0.846, deg=0.00
Ep 095/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.51s/it, loss=0.593, mat=0.002, sens=0.846, deg=0.00
Ep 095/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.51s/it, loss=0.540, mat=0.002, sens=0.770, deg=0.00
Ep 095/100 [S4:finetune]:  89%|▉| 235/264 [05:56<00:44,  1.53s/it, loss=0.540, mat=0.002, sens=0.770, deg=0.00
Ep 095/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:44,  1.53s/it, loss=0.526, mat=0.003, sens=0.748, deg=0.00
Ep 095/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:42,  1.52s/it, loss=0.526, mat=0.003, sens=0.748, deg=0.00
Ep 095/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.657, mat=0.003, sens=0.931, deg=0.02
Ep 095/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:41,  1.52s/it, loss=0.657, mat=0.003, sens=0.931, deg=0.02
Ep 095/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.52s/it, loss=0.603, mat=0.004, sens=0.846, deg=0.04
Ep 095/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.52s/it, loss=0.603, mat=0.004, sens=0.846, deg=0.04
Ep 095/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.666, mat=0.004, sens=0.933, deg=0.05
Ep 095/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.52s/it, loss=0.666, mat=0.004, sens=0.933, deg=0.05
Ep 095/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.52s/it, loss=0.534, mat=0.006, sens=0.750, deg=0.03
Ep 095/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.51s/it, loss=0.534, mat=0.006, sens=0.750, deg=0.03
Ep 095/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.51s/it, loss=0.609, mat=0.004, sens=0.851, deg=0.05
Ep 095/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:34,  1.51s/it, loss=0.609, mat=0.004, sens=0.851, deg=0.05
Ep 095/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.633, mat=0.003, sens=0.887, deg=0.05
Ep 095/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.51s/it, loss=0.633, mat=0.003, sens=0.887, deg=0.05
Ep 095/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.51s/it, loss=0.589, mat=0.003, sens=0.837, deg=0.00
Ep 095/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.51s/it, loss=0.589, mat=0.003, sens=0.837, deg=0.00
Ep 095/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.627, mat=0.004, sens=0.894, deg=0.00
Ep 095/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.627, mat=0.004, sens=0.894, deg=0.00
Ep 095/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.602, mat=0.003, sens=0.853, deg=0.00
Ep 095/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.602, mat=0.003, sens=0.853, deg=0.00
Ep 095/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.674, mat=0.003, sens=0.960, deg=0.00
Ep 095/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.50s/it, loss=0.674, mat=0.003, sens=0.960, deg=0.00
Ep 095/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.50s/it, loss=0.645, mat=0.002, sens=0.920, deg=0.00
Ep 095/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.50s/it, loss=0.645, mat=0.002, sens=0.920, deg=0.00
Ep 095/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  95%|▉| 251/264 [06:20<00:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.596, mat=0.005, sens=0.848, deg=0.00
Ep 095/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.51s/it, loss=0.596, mat=0.005, sens=0.848, deg=0.00
Ep 095/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.676, mat=0.003, sens=0.963, deg=0.00
Ep 095/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.52s/it, loss=0.676, mat=0.003, sens=0.963, deg=0.00
Ep 095/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.52s/it, loss=0.765, mat=0.003, sens=1.091, deg=0.00
Ep 095/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.52s/it, loss=0.765, mat=0.003, sens=1.091, deg=0.00
Ep 095/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.746, mat=0.003, sens=1.061, deg=0.00
Ep 095/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.51s/it, loss=0.746, mat=0.003, sens=1.061, deg=0.00
Ep 095/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.51s/it, loss=0.663, mat=0.003, sens=0.946, deg=0.00
Ep 095/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.51s/it, loss=0.663, mat=0.003, sens=0.946, deg=0.00
Ep 095/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.51s/it, loss=0.636, mat=0.002, sens=0.908, deg=0.00
Ep 095/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.51s/it, loss=0.636, mat=0.002, sens=0.908, deg=0.00
Ep 095/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.668, mat=0.003, sens=0.953, deg=0.00
Ep 095/100 [S4:finetune]:  99%|▉| 262/264 [06:37<00:03,  1.53s/it, loss=0.668, mat=0.003, sens=0.953, deg=0.00
Ep 095/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.53s/it, loss=0.652, mat=0.003, sens=0.930, deg=0.00
Ep 095/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.52s/it, loss=0.652, mat=0.003, sens=0.930, deg=0.00
Ep 095/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 095/100 [S4:finetune]: 100%|█| 264/264 [06:40<00:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
                                                                                                              
Epoch 095/100 [S4:finetune]  loss=0.3426  mat=0.0032  sens=0.4748  deg=0.0019  orth=0.0089  α=0.3 β=0.7 γ=0.2  400s

Ep 096/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 096/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.702, mat=0.003, sens=1.001, deg=0.000]
Ep 096/100 [S4:finetune]:   0%| | 1/264 [00:02<09:26,  2.15s/it, loss=0.702, mat=0.003, sens=1.001, deg=0.000]
Ep 096/100 [S4:finetune]:   0%| | 1/264 [00:03<09:26,  2.15s/it, loss=0.616, mat=0.002, sens=0.878, deg=0.000]
Ep 096/100 [S4:finetune]:   1%| | 2/264 [00:03<07:43,  1.77s/it, loss=0.616, mat=0.002, sens=0.878, deg=0.000]
Ep 096/100 [S4:finetune]:   1%| | 2/264 [00:05<07:43,  1.77s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 096/100 [S4:finetune]:   1%| | 3/264 [00:05<07:09,  1.65s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000]
Ep 096/100 [S4:finetune]:   1%| | 3/264 [00:06<07:09,  1.65s/it, loss=0.652, mat=0.003, sens=0.929, deg=0.000]
Ep 096/100 [S4:finetune]:   2%| | 4/264 [00:06<06:52,  1.59s/it, loss=0.652, mat=0.003, sens=0.929, deg=0.000]
Ep 096/100 [S4:finetune]:   2%| | 4/264 [00:08<06:52,  1.59s/it, loss=0.715, mat=0.004, sens=1.019, deg=0.000]
Ep 096/100 [S4:finetune]:   2%| | 5/264 [00:08<06:42,  1.56s/it, loss=0.715, mat=0.004, sens=1.019, deg=0.000]
Ep 096/100 [S4:finetune]:   2%| | 5/264 [00:09<06:42,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 096/100 [S4:finetune]:   2%| | 6/264 [00:09<06:36,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 096/100 [S4:finetune]:   2%| | 6/264 [00:11<06:36,  1.54s/it, loss=0.697, mat=0.004, sens=0.989, deg=0.000]
Ep 096/100 [S4:finetune]:   3%| | 7/264 [00:11<06:32,  1.53s/it, loss=0.697, mat=0.004, sens=0.989, deg=0.000]
Ep 096/100 [S4:finetune]:   3%| | 7/264 [00:12<06:32,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 096/100 [S4:finetune]:   3%| | 8/264 [00:12<06:28,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 096/100 [S4:finetune]:   3%| | 8/264 [00:14<06:28,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 096/100 [S4:finetune]:   3%| | 9/264 [00:14<06:25,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 096/100 [S4:finetune]:   3%| | 9/264 [00:15<06:25,  1.51s/it, loss=0.657, mat=0.003, sens=0.935, deg=0.000]
Ep 096/100 [S4:finetune]:   4%| | 10/264 [00:15<06:23,  1.51s/it, loss=0.657, mat=0.003, sens=0.935, deg=0.000
Ep 096/100 [S4:finetune]:   4%| | 10/264 [00:17<06:23,  1.51s/it, loss=0.650, mat=0.003, sens=0.925, deg=0.000
Ep 096/100 [S4:finetune]:   4%| | 11/264 [00:17<06:30,  1.54s/it, loss=0.650, mat=0.003, sens=0.925, deg=0.000
Ep 096/100 [S4:finetune]:   4%| | 11/264 [00:18<06:30,  1.54s/it, loss=0.586, mat=0.005, sens=0.835, deg=0.000
Ep 096/100 [S4:finetune]:   5%| | 12/264 [00:18<06:25,  1.53s/it, loss=0.586, mat=0.005, sens=0.835, deg=0.000
Ep 096/100 [S4:finetune]:   5%| | 12/264 [00:20<06:25,  1.53s/it, loss=0.587, mat=0.002, sens=0.836, deg=0.000
Ep 096/100 [S4:finetune]:   5%| | 13/264 [00:20<06:21,  1.52s/it, loss=0.587, mat=0.002, sens=0.836, deg=0.000
Ep 096/100 [S4:finetune]:   5%| | 13/264 [00:21<06:21,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   5%| | 14/264 [00:21<06:21,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   5%| | 14/264 [00:23<06:21,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   6%| | 15/264 [00:23<06:18,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   6%| | 15/264 [00:24<06:18,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   6%| | 16/264 [00:24<06:15,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   6%| | 16/264 [00:26<06:15,  1.51s/it, loss=0.579, mat=0.002, sens=0.823, deg=0.000
Ep 096/100 [S4:finetune]:   6%| | 17/264 [00:26<06:12,  1.51s/it, loss=0.579, mat=0.002, sens=0.823, deg=0.000
Ep 096/100 [S4:finetune]:   6%| | 17/264 [00:27<06:12,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   7%| | 18/264 [00:27<06:10,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   7%| | 18/264 [00:29<06:10,  1.51s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.000
Ep 096/100 [S4:finetune]:   7%| | 19/264 [00:29<06:08,  1.51s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.000
Ep 096/100 [S4:finetune]:   7%| | 19/264 [00:30<06:08,  1.51s/it, loss=0.534, mat=0.003, sens=0.760, deg=0.000
Ep 096/100 [S4:finetune]:   8%| | 20/264 [00:30<06:07,  1.50s/it, loss=0.534, mat=0.003, sens=0.760, deg=0.000
Ep 096/100 [S4:finetune]:   8%| | 20/264 [00:32<06:07,  1.50s/it, loss=0.635, mat=0.004, sens=0.904, deg=0.000
Ep 096/100 [S4:finetune]:   8%| | 21/264 [00:32<06:06,  1.51s/it, loss=0.635, mat=0.004, sens=0.904, deg=0.000
Ep 096/100 [S4:finetune]:   8%| | 21/264 [00:33<06:06,  1.51s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.000
Ep 096/100 [S4:finetune]:   8%| | 22/264 [00:33<06:03,  1.50s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.000
Ep 096/100 [S4:finetune]:   8%| | 22/264 [00:35<06:03,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   9%| | 23/264 [00:35<06:02,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   9%| | 23/264 [00:36<06:02,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   9%| | 24/264 [00:36<06:00,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   9%| | 24/264 [00:38<06:00,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   9%| | 25/264 [00:38<05:58,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:   9%| | 25/264 [00:39<05:58,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  10%| | 26/264 [00:39<05:56,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  10%| | 26/264 [00:41<05:56,  1.50s/it, loss=1.601, mat=0.004, sens=0.828, deg=0.000
Ep 096/100 [S4:finetune]:  10%| | 27/264 [00:41<05:55,  1.50s/it, loss=1.601, mat=0.004, sens=0.828, deg=0.000
Ep 096/100 [S4:finetune]:  10%| | 27/264 [00:42<05:55,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  11%| | 28/264 [00:42<05:54,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  11%| | 28/264 [00:44<05:54,  1.50s/it, loss=0.557, mat=0.003, sens=0.793, deg=0.000
Ep 096/100 [S4:finetune]:  11%| | 29/264 [00:44<05:58,  1.53s/it, loss=0.557, mat=0.003, sens=0.793, deg=0.000
Ep 096/100 [S4:finetune]:  11%| | 29/264 [00:45<05:58,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  11%| | 30/264 [00:45<05:55,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  11%| | 30/264 [00:47<05:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  12%| | 31/264 [00:48<05:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  12%| | 32/264 [00:48<05:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  12%| | 32/264 [00:50<05:50,  1.51s/it, loss=0.575, mat=0.002, sens=0.819, deg=0.000
Ep 096/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:48,  1.51s/it, loss=0.575, mat=0.002, sens=0.819, deg=0.000
Ep 096/100 [S4:finetune]:  12%|▏| 33/264 [00:51<05:48,  1.51s/it, loss=0.626, mat=0.004, sens=0.891, deg=0.000
Ep 096/100 [S4:finetune]:  13%|▏| 34/264 [00:51<05:46,  1.51s/it, loss=0.626, mat=0.004, sens=0.891, deg=0.000
Ep 096/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:46,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:44,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  13%|▏| 35/264 [00:54<05:44,  1.50s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  14%|▏| 36/264 [00:54<05:42,  1.50s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:42,  1.50s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.000
Ep 096/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:41,  1.50s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.000
Ep 096/100 [S4:finetune]:  14%|▏| 37/264 [00:57<05:41,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  14%|▏| 38/264 [00:57<05:40,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:40,  1.51s/it, loss=0.620, mat=0.005, sens=0.883, deg=0.000
Ep 096/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:38,  1.50s/it, loss=0.620, mat=0.005, sens=0.883, deg=0.000
Ep 096/100 [S4:finetune]:  15%|▏| 39/264 [01:00<05:38,  1.50s/it, loss=0.560, mat=0.003, sens=0.798, deg=0.000
Ep 096/100 [S4:finetune]:  15%|▏| 40/264 [01:00<05:39,  1.51s/it, loss=0.560, mat=0.003, sens=0.798, deg=0.000
Ep 096/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:38,  1.52s/it, loss=0.562, mat=0.003, sens=0.800, deg=0.000
Ep 096/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:36,  1.51s/it, loss=0.562, mat=0.003, sens=0.800, deg=0.000
Ep 096/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:36,  1.51s/it, loss=0.585, mat=0.002, sens=0.834, deg=0.000
Ep 096/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:33,  1.51s/it, loss=0.585, mat=0.002, sens=0.834, deg=0.000
Ep 096/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:37,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:37,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:34,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:34,  1.53s/it, loss=0.581, mat=0.003, sens=0.826, deg=0.000
Ep 096/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:31,  1.52s/it, loss=0.581, mat=0.003, sens=0.826, deg=0.000
Ep 096/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:31,  1.52s/it, loss=0.623, mat=0.003, sens=0.887, deg=0.000
Ep 096/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:29,  1.52s/it, loss=0.623, mat=0.003, sens=0.887, deg=0.000
Ep 096/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:29,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:27,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:25,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:25,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:23,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:23,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:21,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:17,  1.51s/it, loss=0.521, mat=0.003, sens=0.743, deg=0.000
Ep 096/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:16,  1.51s/it, loss=0.521, mat=0.003, sens=0.743, deg=0.000
Ep 096/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:16,  1.51s/it, loss=0.626, mat=0.003, sens=0.891, deg=0.000
Ep 096/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:14,  1.50s/it, loss=0.626, mat=0.003, sens=0.891, deg=0.000
Ep 096/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:14,  1.50s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.000
Ep 096/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:17,  1.53s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.000
Ep 096/100 [S4:finetune]:  21%|▏| 56/264 [01:26<05:17,  1.53s/it, loss=0.681, mat=0.004, sens=0.969, deg=0.000
Ep 096/100 [S4:finetune]:  22%|▏| 57/264 [01:26<05:14,  1.52s/it, loss=0.681, mat=0.004, sens=0.969, deg=0.000
Ep 096/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.000
Ep 096/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:11,  1.51s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.000
Ep 096/100 [S4:finetune]:  22%|▏| 58/264 [01:29<05:11,  1.51s/it, loss=0.624, mat=0.002, sens=0.886, deg=0.000
Ep 096/100 [S4:finetune]:  22%|▏| 59/264 [01:29<05:09,  1.51s/it, loss=0.624, mat=0.002, sens=0.886, deg=0.000
Ep 096/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:09,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  23%|▏| 60/264 [01:32<05:08,  1.51s/it, loss=0.571, mat=0.002, sens=0.813, deg=0.000
Ep 096/100 [S4:finetune]:  23%|▏| 61/264 [01:32<05:05,  1.51s/it, loss=0.571, mat=0.002, sens=0.813, deg=0.000
Ep 096/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:05,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  23%|▏| 62/264 [01:35<05:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  24%|▏| 63/264 [01:35<05:02,  1.50s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:02,  1.50s/it, loss=0.586, mat=0.003, sens=0.836, deg=0.000
Ep 096/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:02,  1.51s/it, loss=0.586, mat=0.003, sens=0.836, deg=0.000
Ep 096/100 [S4:finetune]:  24%|▏| 64/264 [01:38<05:02,  1.51s/it, loss=0.621, mat=0.005, sens=0.885, deg=0.000
Ep 096/100 [S4:finetune]:  25%|▏| 65/264 [01:38<05:01,  1.51s/it, loss=0.621, mat=0.005, sens=0.885, deg=0.000
Ep 096/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.51s/it, loss=0.637, mat=0.004, sens=0.907, deg=0.000
Ep 096/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:59,  1.51s/it, loss=0.637, mat=0.004, sens=0.907, deg=0.000
Ep 096/100 [S4:finetune]:  25%|▎| 66/264 [01:41<04:59,  1.51s/it, loss=0.601, mat=0.003, sens=0.852, deg=0.000
Ep 096/100 [S4:finetune]:  25%|▎| 67/264 [01:41<04:57,  1.51s/it, loss=0.601, mat=0.003, sens=0.852, deg=0.000
Ep 096/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:57,  1.51s/it, loss=0.624, mat=0.004, sens=0.887, deg=0.000
Ep 096/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:54,  1.50s/it, loss=0.624, mat=0.004, sens=0.887, deg=0.000
Ep 096/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:54,  1.50s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.000
Ep 096/100 [S4:finetune]:  26%|▎| 69/264 [01:44<04:53,  1.50s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.000
Ep 096/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:53,  1.50s/it, loss=0.626, mat=0.003, sens=0.892, deg=0.000
Ep 096/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:51,  1.50s/it, loss=0.626, mat=0.003, sens=0.892, deg=0.000
Ep 096/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:51,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  27%|▎| 71/264 [01:47<04:50,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:50,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:48,  1.50s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:48,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  28%|▎| 73/264 [01:50<04:47,  1.50s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:47,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:50,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:50,  1.53s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.000
Ep 096/100 [S4:finetune]:  28%|▎| 75/264 [01:53<04:47,  1.52s/it, loss=0.575, mat=0.003, sens=0.819, deg=0.000
Ep 096/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:47,  1.52s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:44,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:44,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  29%|▎| 77/264 [01:56<04:42,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:42,  1.51s/it, loss=0.577, mat=0.004, sens=0.820, deg=0.000
Ep 096/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:40,  1.51s/it, loss=0.577, mat=0.004, sens=0.820, deg=0.000
Ep 096/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:40,  1.51s/it, loss=0.607, mat=0.005, sens=0.865, deg=0.000
Ep 096/100 [S4:finetune]:  30%|▎| 79/264 [01:59<04:38,  1.51s/it, loss=0.607, mat=0.005, sens=0.865, deg=0.000
Ep 096/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:38,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:37,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:37,  1.51s/it, loss=0.553, mat=0.003, sens=0.789, deg=0.000
Ep 096/100 [S4:finetune]:  31%|▎| 81/264 [02:02<04:35,  1.50s/it, loss=0.553, mat=0.003, sens=0.789, deg=0.000
Ep 096/100 [S4:finetune]:  31%|▎| 81/264 [02:04<04:35,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  31%|▎| 82/264 [02:04<04:33,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:33,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  31%|▎| 83/264 [02:05<04:32,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:32,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  32%|▎| 84/264 [02:07<04:30,  1.50s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:30,  1.50s/it, loss=0.559, mat=0.002, sens=0.797, deg=0.000
Ep 096/100 [S4:finetune]:  32%|▎| 85/264 [02:08<04:29,  1.51s/it, loss=0.559, mat=0.002, sens=0.797, deg=0.000
Ep 096/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  33%|▎| 86/264 [02:10<04:27,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:27,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  33%|▎| 87/264 [02:11<04:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:26,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  33%|▎| 88/264 [02:13<04:28,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:28,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:27,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:27,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  34%|▎| 90/264 [02:16<04:25,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:25,  1.52s/it, loss=0.598, mat=0.002, sens=0.852, deg=0.000
Ep 096/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:22,  1.52s/it, loss=0.598, mat=0.002, sens=0.852, deg=0.000
Ep 096/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:22,  1.52s/it, loss=0.584, mat=0.004, sens=0.830, deg=0.000
Ep 096/100 [S4:finetune]:  35%|▎| 92/264 [02:19<04:20,  1.52s/it, loss=0.584, mat=0.004, sens=0.830, deg=0.000
Ep 096/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:20,  1.52s/it, loss=0.588, mat=0.005, sens=0.837, deg=0.000
Ep 096/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:18,  1.51s/it, loss=0.588, mat=0.005, sens=0.837, deg=0.000
Ep 096/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:18,  1.51s/it, loss=0.603, mat=0.004, sens=0.858, deg=0.000
Ep 096/100 [S4:finetune]:  36%|▎| 94/264 [02:22<04:16,  1.51s/it, loss=0.603, mat=0.004, sens=0.858, deg=0.000
Ep 096/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:14,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:14,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  36%|▎| 96/264 [02:25<04:12,  1.50s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:12,  1.50s/it, loss=0.633, mat=0.003, sens=0.901, deg=0.000
Ep 096/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:11,  1.50s/it, loss=0.633, mat=0.003, sens=0.901, deg=0.000
Ep 096/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:11,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  37%|▎| 98/264 [02:28<04:09,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:09,  1.50s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.000
Ep 096/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:08,  1.50s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.000
Ep 096/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:08,  1.50s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 096/100 [S4:finetune]:  38%|▍| 100/264 [02:31<04:10,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:10,  1.53s/it, loss=0.660, mat=0.003, sens=0.941, deg=0.00
Ep 096/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:07,  1.52s/it, loss=0.660, mat=0.003, sens=0.941, deg=0.00
Ep 096/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:07,  1.52s/it, loss=0.612, mat=0.003, sens=0.869, deg=0.00
Ep 096/100 [S4:finetune]:  39%|▍| 102/264 [02:34<04:05,  1.52s/it, loss=0.612, mat=0.003, sens=0.869, deg=0.00
Ep 096/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:05,  1.52s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.00
Ep 096/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:03,  1.51s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.00
Ep 096/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  39%|▍| 104/264 [02:37<04:01,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  40%|▍| 105/264 [02:39<03:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  40%|▍| 105/264 [02:40<03:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  40%|▍| 106/264 [02:40<03:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  40%|▍| 106/264 [02:42<03:58,  1.51s/it, loss=0.588, mat=0.002, sens=0.836, deg=0.00
Ep 096/100 [S4:finetune]:  41%|▍| 107/264 [02:42<03:56,  1.51s/it, loss=0.588, mat=0.002, sens=0.836, deg=0.00
Ep 096/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  41%|▍| 108/264 [02:43<03:54,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:54,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  41%|▍| 109/264 [02:45<03:52,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:52,  1.50s/it, loss=0.593, mat=0.004, sens=0.846, deg=0.00
Ep 096/100 [S4:finetune]:  42%|▍| 110/264 [02:46<03:51,  1.50s/it, loss=0.593, mat=0.004, sens=0.846, deg=0.00
Ep 096/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:51,  1.50s/it, loss=0.590, mat=0.004, sens=0.839, deg=0.00
Ep 096/100 [S4:finetune]:  42%|▍| 111/264 [02:48<03:49,  1.50s/it, loss=0.590, mat=0.004, sens=0.839, deg=0.00
Ep 096/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:49,  1.50s/it, loss=0.510, mat=0.002, sens=0.726, deg=0.00
Ep 096/100 [S4:finetune]:  42%|▍| 112/264 [02:49<03:48,  1.50s/it, loss=0.510, mat=0.002, sens=0.726, deg=0.00
Ep 096/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:48,  1.50s/it, loss=0.587, mat=0.004, sens=0.835, deg=0.00
Ep 096/100 [S4:finetune]:  43%|▍| 113/264 [02:51<03:48,  1.51s/it, loss=0.587, mat=0.004, sens=0.835, deg=0.00
Ep 096/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.51s/it, loss=0.604, mat=0.004, sens=0.860, deg=0.00
Ep 096/100 [S4:finetune]:  43%|▍| 114/264 [02:52<03:46,  1.51s/it, loss=0.604, mat=0.004, sens=0.860, deg=0.00
Ep 096/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:46,  1.51s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.00
Ep 096/100 [S4:finetune]:  44%|▍| 115/264 [02:54<03:45,  1.51s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.00
Ep 096/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  44%|▍| 116/264 [02:55<03:43,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:43,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  44%|▍| 117/264 [02:57<03:41,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:41,  1.51s/it, loss=0.571, mat=0.004, sens=0.813, deg=0.00
Ep 096/100 [S4:finetune]:  45%|▍| 118/264 [02:58<03:43,  1.53s/it, loss=0.571, mat=0.004, sens=0.813, deg=0.00
Ep 096/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:43,  1.53s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.00
Ep 096/100 [S4:finetune]:  45%|▍| 119/264 [03:00<03:40,  1.52s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.00
Ep 096/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:40,  1.52s/it, loss=0.644, mat=0.004, sens=0.918, deg=0.00
Ep 096/100 [S4:finetune]:  45%|▍| 120/264 [03:01<03:38,  1.52s/it, loss=0.644, mat=0.004, sens=0.918, deg=0.00
Ep 096/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:38,  1.52s/it, loss=0.616, mat=0.002, sens=0.878, deg=0.00
Ep 096/100 [S4:finetune]:  46%|▍| 121/264 [03:03<03:36,  1.51s/it, loss=0.616, mat=0.002, sens=0.878, deg=0.00
Ep 096/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:36,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  46%|▍| 122/264 [03:04<03:34,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  47%|▍| 123/264 [03:06<03:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:33,  1.51s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  47%|▍| 124/264 [03:07<03:31,  1.51s/it, loss=0.008, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:31,  1.51s/it, loss=0.615, mat=0.003, sens=0.877, deg=0.00
Ep 096/100 [S4:finetune]:  47%|▍| 125/264 [03:09<03:29,  1.51s/it, loss=0.615, mat=0.003, sens=0.877, deg=0.00
Ep 096/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:29,  1.51s/it, loss=0.644, mat=0.004, sens=0.918, deg=0.00
Ep 096/100 [S4:finetune]:  48%|▍| 126/264 [03:10<03:27,  1.51s/it, loss=0.644, mat=0.004, sens=0.918, deg=0.00
Ep 096/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:27,  1.51s/it, loss=0.667, mat=0.003, sens=0.950, deg=0.00
Ep 096/100 [S4:finetune]:  48%|▍| 127/264 [03:12<03:26,  1.51s/it, loss=0.667, mat=0.003, sens=0.950, deg=0.00
Ep 096/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:26,  1.51s/it, loss=0.639, mat=0.003, sens=0.910, deg=0.00
Ep 096/100 [S4:finetune]:  48%|▍| 128/264 [03:13<03:24,  1.51s/it, loss=0.639, mat=0.003, sens=0.910, deg=0.00
Ep 096/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:24,  1.51s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 096/100 [S4:finetune]:  49%|▍| 129/264 [03:15<03:23,  1.51s/it, loss=0.602, mat=0.003, sens=0.858, deg=0.00
Ep 096/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:23,  1.51s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.00
Ep 096/100 [S4:finetune]:  49%|▍| 130/264 [03:16<03:21,  1.51s/it, loss=0.624, mat=0.004, sens=0.889, deg=0.00
Ep 096/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:21,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  50%|▍| 131/264 [03:18<03:20,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:20,  1.51s/it, loss=0.752, mat=0.003, sens=1.068, deg=0.00
Ep 096/100 [S4:finetune]:  50%|▌| 132/264 [03:19<03:18,  1.51s/it, loss=0.752, mat=0.003, sens=1.068, deg=0.00
Ep 096/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:18,  1.51s/it, loss=0.637, mat=0.002, sens=0.905, deg=0.00
Ep 096/100 [S4:finetune]:  50%|▌| 133/264 [03:21<03:20,  1.53s/it, loss=0.637, mat=0.002, sens=0.905, deg=0.00
Ep 096/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:20,  1.53s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  51%|▌| 135/264 [03:24<03:15,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:15,  1.52s/it, loss=0.705, mat=0.003, sens=1.003, deg=0.00
Ep 096/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:13,  1.51s/it, loss=0.705, mat=0.003, sens=1.003, deg=0.00
Ep 096/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  52%|▌| 137/264 [03:27<03:11,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:11,  1.51s/it, loss=0.669, mat=0.004, sens=0.954, deg=0.00
Ep 096/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:11,  1.52s/it, loss=0.669, mat=0.004, sens=0.954, deg=0.00
Ep 096/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.679, mat=0.002, sens=0.966, deg=0.00
Ep 096/100 [S4:finetune]:  53%|▌| 139/264 [03:30<03:09,  1.51s/it, loss=0.679, mat=0.002, sens=0.966, deg=0.00
Ep 096/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  53%|▌| 140/264 [03:32<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.051, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  53%|▌| 141/264 [03:33<03:05,  1.51s/it, loss=0.051, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:05,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  54%|▌| 142/264 [03:35<03:04,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  54%|▌| 143/264 [03:36<03:02,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  55%|▌| 144/264 [03:38<03:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  55%|▌| 145/264 [03:39<03:01,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:01,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  55%|▌| 146/264 [03:41<02:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:59,  1.52s/it, loss=0.574, mat=0.003, sens=0.815, deg=0.00
Ep 096/100 [S4:finetune]:  56%|▌| 147/264 [03:42<02:57,  1.52s/it, loss=0.574, mat=0.003, sens=0.815, deg=0.00
Ep 096/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  56%|▌| 148/264 [03:44<02:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:55,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  56%|▌| 149/264 [03:45<02:53,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:53,  1.51s/it, loss=0.667, mat=0.004, sens=0.950, deg=0.00
Ep 096/100 [S4:finetune]:  57%|▌| 150/264 [03:47<02:52,  1.51s/it, loss=0.667, mat=0.004, sens=0.950, deg=0.00
Ep 096/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  57%|▌| 151/264 [03:48<02:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:50,  1.51s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.00
Ep 096/100 [S4:finetune]:  58%|▌| 152/264 [03:50<02:48,  1.51s/it, loss=0.605, mat=0.003, sens=0.862, deg=0.00
Ep 096/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:48,  1.51s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 096/100 [S4:finetune]:  58%|▌| 153/264 [03:51<02:47,  1.51s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 096/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:47,  1.51s/it, loss=0.611, mat=0.002, sens=0.871, deg=0.00
Ep 096/100 [S4:finetune]:  58%|▌| 154/264 [03:53<02:45,  1.50s/it, loss=0.611, mat=0.002, sens=0.871, deg=0.00
Ep 096/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:45,  1.50s/it, loss=0.614, mat=0.004, sens=0.876, deg=0.00
Ep 096/100 [S4:finetune]:  59%|▌| 155/264 [03:54<02:43,  1.50s/it, loss=0.614, mat=0.004, sens=0.876, deg=0.00
Ep 096/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:43,  1.50s/it, loss=0.567, mat=0.002, sens=0.809, deg=0.00
Ep 096/100 [S4:finetune]:  59%|▌| 156/264 [03:56<02:42,  1.50s/it, loss=0.567, mat=0.002, sens=0.809, deg=0.00
Ep 096/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:42,  1.50s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.00
Ep 096/100 [S4:finetune]:  59%|▌| 157/264 [03:57<02:40,  1.50s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.00
Ep 096/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:40,  1.50s/it, loss=0.543, mat=0.003, sens=0.771, deg=0.00
Ep 096/100 [S4:finetune]:  60%|▌| 158/264 [03:59<02:39,  1.50s/it, loss=0.543, mat=0.003, sens=0.771, deg=0.00
Ep 096/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:39,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  60%|▌| 159/264 [04:00<02:37,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:37,  1.50s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.00
Ep 096/100 [S4:finetune]:  61%|▌| 160/264 [04:02<02:36,  1.50s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.00
Ep 096/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:36,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  61%|▌| 161/264 [04:03<02:34,  1.50s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:34,  1.50s/it, loss=0.585, mat=0.004, sens=0.833, deg=0.00
Ep 096/100 [S4:finetune]:  61%|▌| 162/264 [04:05<02:34,  1.51s/it, loss=0.585, mat=0.004, sens=0.833, deg=0.00
Ep 096/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.51s/it, loss=0.599, mat=0.003, sens=0.853, deg=0.00
Ep 096/100 [S4:finetune]:  62%|▌| 163/264 [04:06<02:32,  1.51s/it, loss=0.599, mat=0.003, sens=0.853, deg=0.00
Ep 096/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  62%|▌| 164/264 [04:08<02:33,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:33,  1.53s/it, loss=0.505, mat=0.004, sens=0.718, deg=0.00
Ep 096/100 [S4:finetune]:  62%|▋| 165/264 [04:09<02:31,  1.53s/it, loss=0.505, mat=0.004, sens=0.718, deg=0.00
Ep 096/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:31,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  63%|▋| 166/264 [04:11<02:29,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:29,  1.52s/it, loss=0.545, mat=0.003, sens=0.775, deg=0.00
Ep 096/100 [S4:finetune]:  63%|▋| 167/264 [04:12<02:27,  1.52s/it, loss=0.545, mat=0.003, sens=0.775, deg=0.00
Ep 096/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.00
Ep 096/100 [S4:finetune]:  64%|▋| 168/264 [04:14<02:25,  1.52s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.00
Ep 096/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:25,  1.52s/it, loss=0.559, mat=0.003, sens=0.797, deg=0.00
Ep 096/100 [S4:finetune]:  64%|▋| 169/264 [04:15<02:23,  1.51s/it, loss=0.559, mat=0.003, sens=0.797, deg=0.00
Ep 096/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  64%|▋| 170/264 [04:17<02:22,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  65%|▋| 171/264 [04:18<02:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:20,  1.51s/it, loss=0.541, mat=0.002, sens=0.771, deg=0.00
Ep 096/100 [S4:finetune]:  65%|▋| 172/264 [04:20<02:18,  1.51s/it, loss=0.541, mat=0.002, sens=0.771, deg=0.00
Ep 096/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  66%|▋| 173/264 [04:21<02:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.51s/it, loss=0.556, mat=0.004, sens=0.792, deg=0.00
Ep 096/100 [S4:finetune]:  66%|▋| 174/264 [04:23<02:15,  1.51s/it, loss=0.556, mat=0.004, sens=0.792, deg=0.00
Ep 096/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:15,  1.51s/it, loss=0.535, mat=0.004, sens=0.761, deg=0.00
Ep 096/100 [S4:finetune]:  66%|▋| 175/264 [04:24<02:14,  1.51s/it, loss=0.535, mat=0.004, sens=0.761, deg=0.00
Ep 096/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  67%|▋| 176/264 [04:26<02:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:12,  1.51s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.00
Ep 096/100 [S4:finetune]:  67%|▋| 177/264 [04:28<02:11,  1.51s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.00
Ep 096/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.580, mat=0.002, sens=0.827, deg=0.00
Ep 096/100 [S4:finetune]:  67%|▋| 178/264 [04:29<02:11,  1.53s/it, loss=0.580, mat=0.002, sens=0.827, deg=0.00
Ep 096/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:11,  1.53s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.00
Ep 096/100 [S4:finetune]:  68%|▋| 179/264 [04:31<02:09,  1.53s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.00
Ep 096/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:09,  1.53s/it, loss=0.535, mat=0.003, sens=0.763, deg=0.00
Ep 096/100 [S4:finetune]:  68%|▋| 180/264 [04:32<02:07,  1.52s/it, loss=0.535, mat=0.003, sens=0.763, deg=0.00
Ep 096/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.572, mat=0.004, sens=0.814, deg=0.00
Ep 096/100 [S4:finetune]:  69%|▋| 181/264 [04:34<02:05,  1.52s/it, loss=0.572, mat=0.004, sens=0.814, deg=0.00
Ep 096/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.52s/it, loss=0.584, mat=0.002, sens=0.834, deg=0.00
Ep 096/100 [S4:finetune]:  69%|▋| 182/264 [04:35<02:04,  1.51s/it, loss=0.584, mat=0.002, sens=0.834, deg=0.00
Ep 096/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.51s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.00
Ep 096/100 [S4:finetune]:  69%|▋| 183/264 [04:37<02:02,  1.51s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.00
Ep 096/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:02,  1.51s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.00
Ep 096/100 [S4:finetune]:  70%|▋| 184/264 [04:38<02:00,  1.51s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.00
Ep 096/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:00,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  70%|▋| 185/264 [04:40<01:59,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.51s/it, loss=0.571, mat=0.004, sens=0.814, deg=0.00
Ep 096/100 [S4:finetune]:  70%|▋| 186/264 [04:41<01:58,  1.52s/it, loss=0.571, mat=0.004, sens=0.814, deg=0.00
Ep 096/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.534, mat=0.002, sens=0.762, deg=0.00
Ep 096/100 [S4:finetune]:  71%|▋| 187/264 [04:43<01:56,  1.52s/it, loss=0.534, mat=0.002, sens=0.762, deg=0.00
Ep 096/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  71%|▋| 188/264 [04:44<01:55,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:55,  1.52s/it, loss=0.513, mat=0.003, sens=0.732, deg=0.00
Ep 096/100 [S4:finetune]:  72%|▋| 189/264 [04:46<01:53,  1.52s/it, loss=0.513, mat=0.003, sens=0.732, deg=0.00
Ep 096/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  72%|▋| 190/264 [04:47<01:53,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:53,  1.54s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 096/100 [S4:finetune]:  72%|▋| 191/264 [04:49<01:51,  1.53s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 096/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:51,  1.53s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.00
Ep 096/100 [S4:finetune]:  73%|▋| 192/264 [04:50<01:49,  1.52s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.00
Ep 096/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=0.548, mat=0.002, sens=0.782, deg=0.00
Ep 096/100 [S4:finetune]:  73%|▋| 193/264 [04:52<01:47,  1.51s/it, loss=0.548, mat=0.002, sens=0.782, deg=0.00
Ep 096/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  73%|▋| 194/264 [04:53<01:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.576, mat=0.003, sens=0.820, deg=0.00
Ep 096/100 [S4:finetune]:  74%|▋| 195/264 [04:55<01:44,  1.51s/it, loss=0.576, mat=0.003, sens=0.820, deg=0.00
Ep 096/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:44,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  74%|▋| 196/264 [04:56<01:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:42,  1.51s/it, loss=0.528, mat=0.002, sens=0.752, deg=0.00
Ep 096/100 [S4:finetune]:  75%|▋| 197/264 [04:58<01:41,  1.51s/it, loss=0.528, mat=0.002, sens=0.752, deg=0.00
Ep 096/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.51s/it, loss=0.533, mat=0.004, sens=0.758, deg=0.00
Ep 096/100 [S4:finetune]:  75%|▊| 198/264 [04:59<01:39,  1.51s/it, loss=0.533, mat=0.004, sens=0.758, deg=0.00
Ep 096/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:39,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  75%|▊| 199/264 [05:01<01:38,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  76%|▊| 200/264 [05:02<01:36,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  76%|▊| 201/264 [05:04<01:34,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:34,  1.51s/it, loss=0.535, mat=0.003, sens=0.760, deg=0.00
Ep 096/100 [S4:finetune]:  77%|▊| 202/264 [05:05<01:33,  1.51s/it, loss=0.535, mat=0.003, sens=0.760, deg=0.00
Ep 096/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.00
Ep 096/100 [S4:finetune]:  77%|▊| 203/264 [05:07<01:31,  1.51s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.00
Ep 096/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:31,  1.51s/it, loss=0.595, mat=0.003, sens=0.846, deg=0.00
Ep 096/100 [S4:finetune]:  77%|▊| 204/264 [05:08<01:30,  1.51s/it, loss=0.595, mat=0.003, sens=0.846, deg=0.00
Ep 096/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.574, mat=0.004, sens=0.817, deg=0.00
Ep 096/100 [S4:finetune]:  78%|▊| 205/264 [05:10<01:28,  1.51s/it, loss=0.574, mat=0.004, sens=0.817, deg=0.00
Ep 096/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:28,  1.51s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.00
Ep 096/100 [S4:finetune]:  78%|▊| 206/264 [05:11<01:27,  1.51s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.00
Ep 096/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  78%|▊| 207/264 [05:13<01:25,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:25,  1.51s/it, loss=0.562, mat=0.003, sens=0.796, deg=0.00
Ep 096/100 [S4:finetune]:  79%|▊| 208/264 [05:15<01:25,  1.53s/it, loss=0.562, mat=0.003, sens=0.796, deg=0.00
Ep 096/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:25,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  79%|▊| 209/264 [05:16<01:23,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=0.586, mat=0.003, sens=0.835, deg=0.00
Ep 096/100 [S4:finetune]:  80%|▊| 210/264 [05:18<01:21,  1.52s/it, loss=0.586, mat=0.003, sens=0.835, deg=0.00
Ep 096/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  80%|▊| 211/264 [05:19<01:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.53s/it, loss=0.538, mat=0.003, sens=0.765, deg=0.00
Ep 096/100 [S4:finetune]:  80%|▊| 212/264 [05:21<01:19,  1.52s/it, loss=0.538, mat=0.003, sens=0.765, deg=0.00
Ep 096/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:19,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  81%|▊| 213/264 [05:22<01:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.52s/it, loss=0.566, mat=0.005, sens=0.805, deg=0.00
Ep 096/100 [S4:finetune]:  81%|▊| 214/264 [05:24<01:15,  1.51s/it, loss=0.566, mat=0.005, sens=0.805, deg=0.00
Ep 096/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.51s/it, loss=0.629, mat=0.003, sens=0.896, deg=0.00
Ep 096/100 [S4:finetune]:  81%|▊| 215/264 [05:25<01:14,  1.51s/it, loss=0.629, mat=0.003, sens=0.896, deg=0.00
Ep 096/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.51s/it, loss=0.587, mat=0.003, sens=0.837, deg=0.00
Ep 096/100 [S4:finetune]:  82%|▊| 216/264 [05:27<01:12,  1.51s/it, loss=0.587, mat=0.003, sens=0.837, deg=0.00
Ep 096/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.548, mat=0.004, sens=0.782, deg=0.00
Ep 096/100 [S4:finetune]:  82%|▊| 217/264 [05:28<01:11,  1.51s/it, loss=0.548, mat=0.004, sens=0.782, deg=0.00
Ep 096/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.51s/it, loss=0.553, mat=0.004, sens=0.784, deg=0.00
Ep 096/100 [S4:finetune]:  83%|▊| 218/264 [05:30<01:09,  1.51s/it, loss=0.553, mat=0.004, sens=0.784, deg=0.00
Ep 096/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  83%|▊| 219/264 [05:31<01:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:07,  1.51s/it, loss=0.587, mat=0.004, sens=0.837, deg=0.00
Ep 096/100 [S4:finetune]:  83%|▊| 220/264 [05:33<01:06,  1.51s/it, loss=0.587, mat=0.004, sens=0.837, deg=0.00
Ep 096/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  84%|▊| 221/264 [05:34<01:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.544, mat=0.003, sens=0.776, deg=0.00
Ep 096/100 [S4:finetune]:  84%|▊| 222/264 [05:36<01:03,  1.51s/it, loss=0.544, mat=0.003, sens=0.776, deg=0.00
Ep 096/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  84%|▊| 223/264 [05:37<01:02,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:02,  1.53s/it, loss=0.562, mat=0.004, sens=0.799, deg=0.00
Ep 096/100 [S4:finetune]:  85%|▊| 224/264 [05:39<01:01,  1.53s/it, loss=0.562, mat=0.004, sens=0.799, deg=0.00
Ep 096/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:01,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  85%|▊| 225/264 [05:40<00:59,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  86%|▊| 226/264 [05:42<00:57,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  86%|▊| 227/264 [05:43<00:55,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:55,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  86%|▊| 228/264 [05:45<00:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.51s/it, loss=0.627, mat=0.003, sens=0.894, deg=0.00
Ep 096/100 [S4:finetune]:  87%|▊| 229/264 [05:46<00:52,  1.51s/it, loss=0.627, mat=0.003, sens=0.894, deg=0.00
Ep 096/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:52,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  87%|▊| 230/264 [05:48<00:51,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:51,  1.51s/it, loss=0.619, mat=0.004, sens=0.882, deg=0.00
Ep 096/100 [S4:finetune]:  88%|▉| 231/264 [05:49<00:49,  1.51s/it, loss=0.619, mat=0.004, sens=0.882, deg=0.00
Ep 096/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:49,  1.51s/it, loss=0.596, mat=0.003, sens=0.847, deg=0.00
Ep 096/100 [S4:finetune]:  88%|▉| 232/264 [05:51<00:48,  1.51s/it, loss=0.596, mat=0.003, sens=0.847, deg=0.00
Ep 096/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.51s/it, loss=0.605, mat=0.004, sens=0.862, deg=0.00
Ep 096/100 [S4:finetune]:  88%|▉| 233/264 [05:52<00:46,  1.51s/it, loss=0.605, mat=0.004, sens=0.862, deg=0.00
Ep 096/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:46,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  89%|▉| 234/264 [05:54<00:45,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  89%|▉| 234/264 [05:55<00:45,  1.51s/it, loss=0.554, mat=0.005, sens=0.786, deg=0.00
Ep 096/100 [S4:finetune]:  89%|▉| 235/264 [05:55<00:45,  1.55s/it, loss=0.554, mat=0.005, sens=0.786, deg=0.00
Ep 096/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:45,  1.55s/it, loss=0.558, mat=0.003, sens=0.796, deg=0.00
Ep 096/100 [S4:finetune]:  89%|▉| 236/264 [05:57<00:43,  1.54s/it, loss=0.558, mat=0.003, sens=0.796, deg=0.00
Ep 096/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:43,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  90%|▉| 237/264 [05:59<00:41,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  90%|▉| 238/264 [06:00<00:39,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.53s/it, loss=0.570, mat=0.003, sens=0.813, deg=0.00
Ep 096/100 [S4:finetune]:  91%|▉| 239/264 [06:02<00:37,  1.52s/it, loss=0.570, mat=0.003, sens=0.813, deg=0.00
Ep 096/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  91%|▉| 240/264 [06:03<00:36,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.52s/it, loss=0.549, mat=0.003, sens=0.784, deg=0.00
Ep 096/100 [S4:finetune]:  91%|▉| 241/264 [06:05<00:34,  1.51s/it, loss=0.549, mat=0.003, sens=0.784, deg=0.00
Ep 096/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.51s/it, loss=0.540, mat=0.003, sens=0.767, deg=0.00
Ep 096/100 [S4:finetune]:  92%|▉| 242/264 [06:06<00:33,  1.51s/it, loss=0.540, mat=0.003, sens=0.767, deg=0.00
Ep 096/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.51s/it, loss=0.578, mat=0.004, sens=0.824, deg=0.00
Ep 096/100 [S4:finetune]:  92%|▉| 243/264 [06:08<00:31,  1.51s/it, loss=0.578, mat=0.004, sens=0.824, deg=0.00
Ep 096/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:31,  1.51s/it, loss=0.926, mat=0.003, sens=0.740, deg=0.00
Ep 096/100 [S4:finetune]:  92%|▉| 244/264 [06:09<00:30,  1.51s/it, loss=0.926, mat=0.003, sens=0.740, deg=0.00
Ep 096/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.51s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.00
Ep 096/100 [S4:finetune]:  93%|▉| 245/264 [06:11<00:28,  1.51s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.00
Ep 096/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  93%|▉| 246/264 [06:12<00:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  94%|▉| 247/264 [06:14<00:25,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.51s/it, loss=0.545, mat=0.004, sens=0.776, deg=0.00
Ep 096/100 [S4:finetune]:  94%|▉| 248/264 [06:15<00:24,  1.51s/it, loss=0.545, mat=0.004, sens=0.776, deg=0.00
Ep 096/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  94%|▉| 249/264 [06:17<00:22,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  95%|▉| 250/264 [06:18<00:21,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.016, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  95%|▉| 251/264 [06:20<00:19,  1.51s/it, loss=0.016, mat=0.002, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  95%|▉| 252/264 [06:21<00:18,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  96%|▉| 253/264 [06:23<00:16,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  96%|▉| 254/264 [06:24<00:15,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.53s/it, loss=0.595, mat=0.003, sens=0.847, deg=0.00
Ep 096/100 [S4:finetune]:  97%|▉| 255/264 [06:26<00:13,  1.52s/it, loss=0.595, mat=0.003, sens=0.847, deg=0.00
Ep 096/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.530, mat=0.004, sens=0.755, deg=0.00
Ep 096/100 [S4:finetune]:  97%|▉| 256/264 [06:27<00:12,  1.52s/it, loss=0.530, mat=0.004, sens=0.755, deg=0.00
Ep 096/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.584, mat=0.002, sens=0.833, deg=0.00
Ep 096/100 [S4:finetune]:  97%|▉| 257/264 [06:29<00:10,  1.52s/it, loss=0.584, mat=0.002, sens=0.833, deg=0.00
Ep 096/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.00
Ep 096/100 [S4:finetune]:  98%|▉| 258/264 [06:30<00:09,  1.52s/it, loss=0.560, mat=0.003, sens=0.797, deg=0.00
Ep 096/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.00
Ep 096/100 [S4:finetune]:  98%|▉| 259/264 [06:32<00:07,  1.52s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.00
Ep 096/100 [S4:finetune]:  98%|▉| 259/264 [06:33<00:07,  1.52s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 096/100 [S4:finetune]:  98%|▉| 260/264 [06:33<00:06,  1.52s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 096/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  99%|▉| 261/264 [06:35<00:04,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]:  99%|▉| 261/264 [06:36<00:04,  1.52s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 096/100 [S4:finetune]:  99%|▉| 262/264 [06:36<00:03,  1.51s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.00
Ep 096/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]: 100%|▉| 263/264 [06:38<00:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 096/100 [S4:finetune]: 100%|▉| 263/264 [06:39<00:01,  1.51s/it, loss=0.590, mat=0.004, sens=0.840, deg=0.00
Ep 096/100 [S4:finetune]: 100%|█| 264/264 [06:39<00:00,  1.51s/it, loss=0.590, mat=0.004, sens=0.840, deg=0.00
                                                                                                              
Epoch 096/100 [S4:finetune]  loss=0.3371  mat=0.0032  sens=0.4707  deg=0.0001  orth=0.0066  α=0.3 β=0.7 γ=0.2  400s

Ep 097/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 097/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   0%| | 1/264 [00:02<09:43,  2.22s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   0%| | 1/264 [00:03<09:43,  2.22s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   1%| | 2/264 [00:03<07:49,  1.79s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   1%| | 2/264 [00:05<07:49,  1.79s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.000]
Ep 097/100 [S4:finetune]:   1%| | 3/264 [00:05<07:14,  1.67s/it, loss=0.572, mat=0.003, sens=0.815, deg=0.000]
Ep 097/100 [S4:finetune]:   1%| | 3/264 [00:06<07:14,  1.67s/it, loss=0.592, mat=0.003, sens=0.844, deg=0.000]
Ep 097/100 [S4:finetune]:   2%| | 4/264 [00:06<07:07,  1.65s/it, loss=0.592, mat=0.003, sens=0.844, deg=0.000]
Ep 097/100 [S4:finetune]:   2%| | 4/264 [00:08<07:07,  1.65s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   2%| | 5/264 [00:08<06:52,  1.59s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   2%| | 5/264 [00:09<06:52,  1.59s/it, loss=0.618, mat=0.004, sens=0.881, deg=0.000]
Ep 097/100 [S4:finetune]:   2%| | 6/264 [00:09<06:43,  1.56s/it, loss=0.618, mat=0.004, sens=0.881, deg=0.000]
Ep 097/100 [S4:finetune]:   2%| | 6/264 [00:11<06:43,  1.56s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   3%| | 7/264 [00:11<06:36,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   3%| | 7/264 [00:12<06:36,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   3%| | 8/264 [00:12<06:31,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   3%| | 8/264 [00:14<06:31,  1.53s/it, loss=0.607, mat=0.005, sens=0.864, deg=0.000]
Ep 097/100 [S4:finetune]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.607, mat=0.005, sens=0.864, deg=0.000]
Ep 097/100 [S4:finetune]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000]
Ep 097/100 [S4:finetune]:   4%| | 10/264 [00:15<06:26,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   4%| | 10/264 [00:17<06:26,  1.52s/it, loss=0.574, mat=0.003, sens=0.817, deg=0.000
Ep 097/100 [S4:finetune]:   4%| | 11/264 [00:17<06:23,  1.52s/it, loss=0.574, mat=0.003, sens=0.817, deg=0.000
Ep 097/100 [S4:finetune]:   4%| | 11/264 [00:18<06:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   5%| | 12/264 [00:18<06:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   5%| | 12/264 [00:20<06:20,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   5%| | 13/264 [00:20<06:18,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   5%| | 13/264 [00:21<06:18,  1.51s/it, loss=0.572, mat=0.002, sens=0.815, deg=0.000
Ep 097/100 [S4:finetune]:   5%| | 14/264 [00:21<06:16,  1.51s/it, loss=0.572, mat=0.002, sens=0.815, deg=0.000
Ep 097/100 [S4:finetune]:   5%| | 14/264 [00:23<06:16,  1.51s/it, loss=0.580, mat=0.004, sens=0.827, deg=0.000
Ep 097/100 [S4:finetune]:   6%| | 15/264 [00:23<06:14,  1.51s/it, loss=0.580, mat=0.004, sens=0.827, deg=0.000
Ep 097/100 [S4:finetune]:   6%| | 15/264 [00:24<06:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   6%| | 16/264 [00:24<06:18,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   6%| | 16/264 [00:26<06:18,  1.53s/it, loss=0.548, mat=0.004, sens=0.781, deg=0.000
Ep 097/100 [S4:finetune]:   6%| | 17/264 [00:26<06:15,  1.52s/it, loss=0.548, mat=0.004, sens=0.781, deg=0.000
Ep 097/100 [S4:finetune]:   6%| | 17/264 [00:27<06:15,  1.52s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.007, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.000
Ep 097/100 [S4:finetune]:   7%| | 19/264 [00:29<06:13,  1.53s/it, loss=0.591, mat=0.003, sens=0.842, deg=0.000
Ep 097/100 [S4:finetune]:   7%| | 19/264 [00:31<06:13,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   8%| | 20/264 [00:31<06:11,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   8%| | 20/264 [00:32<06:11,  1.52s/it, loss=0.577, mat=0.002, sens=0.822, deg=0.000
Ep 097/100 [S4:finetune]:   8%| | 21/264 [00:32<06:08,  1.52s/it, loss=0.577, mat=0.002, sens=0.822, deg=0.000
Ep 097/100 [S4:finetune]:   8%| | 21/264 [00:34<06:08,  1.52s/it, loss=0.614, mat=0.004, sens=0.873, deg=0.000
Ep 097/100 [S4:finetune]:   8%| | 22/264 [00:34<06:06,  1.51s/it, loss=0.614, mat=0.004, sens=0.873, deg=0.000
Ep 097/100 [S4:finetune]:   8%| | 22/264 [00:35<06:06,  1.51s/it, loss=0.590, mat=0.003, sens=0.839, deg=0.000
Ep 097/100 [S4:finetune]:   9%| | 23/264 [00:35<06:04,  1.51s/it, loss=0.590, mat=0.003, sens=0.839, deg=0.000
Ep 097/100 [S4:finetune]:   9%| | 23/264 [00:37<06:04,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   9%| | 24/264 [00:37<06:02,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   9%| | 24/264 [00:38<06:02,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   9%| | 25/264 [00:38<06:00,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:   9%| | 25/264 [00:40<06:00,  1.51s/it, loss=0.587, mat=0.005, sens=0.835, deg=0.000
Ep 097/100 [S4:finetune]:  10%| | 26/264 [00:40<05:59,  1.51s/it, loss=0.587, mat=0.005, sens=0.835, deg=0.000
Ep 097/100 [S4:finetune]:  10%| | 26/264 [00:41<05:59,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  10%| | 27/264 [00:41<05:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  10%| | 27/264 [00:43<05:57,  1.51s/it, loss=0.589, mat=0.004, sens=0.838, deg=0.000
Ep 097/100 [S4:finetune]:  11%| | 28/264 [00:43<05:55,  1.51s/it, loss=0.589, mat=0.004, sens=0.838, deg=0.000
Ep 097/100 [S4:finetune]:  11%| | 28/264 [00:44<05:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  11%| | 29/264 [00:44<05:53,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  11%| | 29/264 [00:46<05:53,  1.50s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  11%| | 30/264 [00:46<05:52,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  11%| | 30/264 [00:47<05:52,  1.51s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.000
Ep 097/100 [S4:finetune]:  12%| | 31/264 [00:47<05:51,  1.51s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.000
Ep 097/100 [S4:finetune]:  12%| | 31/264 [00:49<05:51,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  12%| | 32/264 [00:49<05:49,  1.50s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  12%| | 32/264 [00:50<05:49,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:47,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:47,  1.50s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:46,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:46,  1.51s/it, loss=0.534, mat=0.002, sens=0.760, deg=0.000
Ep 097/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:50,  1.53s/it, loss=0.534, mat=0.002, sens=0.760, deg=0.000
Ep 097/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:50,  1.53s/it, loss=0.512, mat=0.003, sens=0.729, deg=0.000
Ep 097/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:47,  1.52s/it, loss=0.512, mat=0.003, sens=0.729, deg=0.000
Ep 097/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:47,  1.52s/it, loss=1.847, mat=0.005, sens=0.766, deg=0.000
Ep 097/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=1.847, mat=0.005, sens=0.766, deg=0.000
Ep 097/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:42,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.51s/it, loss=0.525, mat=0.004, sens=0.743, deg=0.000
Ep 097/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:40,  1.51s/it, loss=0.525, mat=0.004, sens=0.743, deg=0.000
Ep 097/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:40,  1.51s/it, loss=0.024, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.51s/it, loss=0.024, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.51s/it, loss=0.556, mat=0.004, sens=0.740, deg=0.000
Ep 097/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.556, mat=0.004, sens=0.740, deg=0.000
Ep 097/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.500, mat=0.004, sens=0.702, deg=0.000
Ep 097/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.500, mat=0.004, sens=0.702, deg=0.000
Ep 097/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.017, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:36,  1.52s/it, loss=0.017, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:36,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:34,  1.52s/it, loss=0.006, mat=0.002, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:34,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:32,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:32,  1.52s/it, loss=0.504, mat=0.003, sens=0.715, deg=0.000
Ep 097/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:30,  1.52s/it, loss=0.504, mat=0.003, sens=0.715, deg=0.000
Ep 097/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:30,  1.52s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:28,  1.51s/it, loss=0.013, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:26,  1.51s/it, loss=0.008, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:26,  1.51s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:29,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:29,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:26,  1.53s/it, loss=0.004, mat=0.005, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  19%|▏| 50/264 [01:17<05:26,  1.53s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  19%|▏| 51/264 [01:17<05:23,  1.52s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:23,  1.52s/it, loss=0.556, mat=0.002, sens=0.789, deg=0.000
Ep 097/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.52s/it, loss=0.556, mat=0.002, sens=0.789, deg=0.000
Ep 097/100 [S4:finetune]:  20%|▏| 52/264 [01:20<05:21,  1.52s/it, loss=0.547, mat=0.004, sens=0.779, deg=0.000
Ep 097/100 [S4:finetune]:  20%|▏| 53/264 [01:20<05:19,  1.51s/it, loss=0.547, mat=0.004, sens=0.779, deg=0.000
Ep 097/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:19,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:17,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  20%|▏| 54/264 [01:23<05:17,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  21%|▏| 55/264 [01:23<05:15,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:15,  1.51s/it, loss=0.524, mat=0.003, sens=0.747, deg=0.000
Ep 097/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:14,  1.51s/it, loss=0.524, mat=0.003, sens=0.747, deg=0.000
Ep 097/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:14,  1.51s/it, loss=0.564, mat=0.004, sens=0.801, deg=0.001
Ep 097/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:12,  1.51s/it, loss=0.564, mat=0.004, sens=0.801, deg=0.001
Ep 097/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:12,  1.51s/it, loss=0.485, mat=0.002, sens=0.692, deg=0.000
Ep 097/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:11,  1.51s/it, loss=0.485, mat=0.002, sens=0.692, deg=0.000
Ep 097/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:11,  1.51s/it, loss=0.512, mat=0.003, sens=0.728, deg=0.000
Ep 097/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:09,  1.51s/it, loss=0.512, mat=0.003, sens=0.728, deg=0.000
Ep 097/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:09,  1.51s/it, loss=0.507, mat=0.003, sens=0.722, deg=0.000
Ep 097/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:08,  1.51s/it, loss=0.507, mat=0.003, sens=0.722, deg=0.000
Ep 097/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:08,  1.51s/it, loss=0.514, mat=0.003, sens=0.728, deg=0.000
Ep 097/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:12,  1.54s/it, loss=0.514, mat=0.003, sens=0.728, deg=0.000
Ep 097/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:12,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:08,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:08,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:06,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:06,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.517, mat=0.003, sens=0.734, deg=0.000
Ep 097/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.517, mat=0.003, sens=0.734, deg=0.000
Ep 097/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:02,  1.52s/it, loss=0.531, mat=0.003, sens=0.753, deg=0.000
Ep 097/100 [S4:finetune]:  25%|▎| 66/264 [01:40<05:00,  1.52s/it, loss=0.531, mat=0.003, sens=0.753, deg=0.000
Ep 097/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.551, mat=0.003, sens=0.780, deg=0.000
Ep 097/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:58,  1.52s/it, loss=0.551, mat=0.003, sens=0.780, deg=0.000
Ep 097/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:58,  1.52s/it, loss=0.530, mat=0.003, sens=0.753, deg=0.000
Ep 097/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:59,  1.53s/it, loss=0.530, mat=0.003, sens=0.753, deg=0.000
Ep 097/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:59,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 097/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:56,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 097/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:56,  1.52s/it, loss=0.531, mat=0.003, sens=0.753, deg=0.000
Ep 097/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:54,  1.52s/it, loss=0.531, mat=0.003, sens=0.753, deg=0.000
Ep 097/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:54,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:52,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:52,  1.52s/it, loss=0.576, mat=0.004, sens=0.819, deg=0.000
Ep 097/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:50,  1.51s/it, loss=0.576, mat=0.004, sens=0.819, deg=0.000
Ep 097/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:50,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:49,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:47,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  28%|▎| 75/264 [01:55<04:45,  1.51s/it, loss=0.535, mat=0.002, sens=0.763, deg=0.000
Ep 097/100 [S4:finetune]:  29%|▎| 76/264 [01:55<04:44,  1.51s/it, loss=0.535, mat=0.002, sens=0.763, deg=0.000
Ep 097/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:44,  1.51s/it, loss=0.533, mat=0.003, sens=0.756, deg=0.000
Ep 097/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:42,  1.51s/it, loss=0.533, mat=0.003, sens=0.756, deg=0.000
Ep 097/100 [S4:finetune]:  29%|▎| 77/264 [01:58<04:42,  1.51s/it, loss=0.557, mat=0.003, sens=0.790, deg=0.000
Ep 097/100 [S4:finetune]:  30%|▎| 78/264 [01:58<04:41,  1.51s/it, loss=0.557, mat=0.003, sens=0.790, deg=0.000
Ep 097/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:44,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  30%|▎| 79/264 [02:01<04:44,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  30%|▎| 80/264 [02:01<04:40,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:40,  1.53s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.000
Ep 097/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:38,  1.52s/it, loss=0.566, mat=0.003, sens=0.806, deg=0.000
Ep 097/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:38,  1.52s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.000
Ep 097/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:36,  1.52s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.000
Ep 097/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:34,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:34,  1.51s/it, loss=0.610, mat=0.004, sens=0.869, deg=0.000
Ep 097/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:32,  1.51s/it, loss=0.610, mat=0.004, sens=0.869, deg=0.000
Ep 097/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:32,  1.51s/it, loss=0.593, mat=0.002, sens=0.846, deg=0.000
Ep 097/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:31,  1.51s/it, loss=0.593, mat=0.002, sens=0.846, deg=0.000
Ep 097/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:31,  1.51s/it, loss=0.560, mat=0.004, sens=0.797, deg=0.000
Ep 097/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:29,  1.51s/it, loss=0.560, mat=0.004, sens=0.797, deg=0.000
Ep 097/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:29,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.006, mat=0.004, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:26,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.51s/it, loss=0.557, mat=0.004, sens=0.793, deg=0.000
Ep 097/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:24,  1.51s/it, loss=0.557, mat=0.004, sens=0.793, deg=0.000
Ep 097/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:24,  1.51s/it, loss=0.592, mat=0.004, sens=0.843, deg=0.000
Ep 097/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:23,  1.51s/it, loss=0.592, mat=0.004, sens=0.843, deg=0.000
Ep 097/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:23,  1.51s/it, loss=0.598, mat=0.005, sens=0.851, deg=0.000
Ep 097/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:22,  1.52s/it, loss=0.598, mat=0.005, sens=0.851, deg=0.000
Ep 097/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:22,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:20,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:20,  1.51s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.000
Ep 097/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:20,  1.53s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.000
Ep 097/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:20,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:23,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:23,  1.55s/it, loss=0.530, mat=0.002, sens=0.756, deg=0.000
Ep 097/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:19,  1.54s/it, loss=0.530, mat=0.002, sens=0.756, deg=0.000
Ep 097/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:19,  1.54s/it, loss=0.583, mat=0.002, sens=0.830, deg=0.000
Ep 097/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:17,  1.53s/it, loss=0.583, mat=0.002, sens=0.830, deg=0.000
Ep 097/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:14,  1.53s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:12,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  37%|▎| 98/264 [02:30<04:12,  1.52s/it, loss=0.569, mat=0.003, sens=0.808, deg=0.000
Ep 097/100 [S4:finetune]:  38%|▍| 99/264 [02:30<04:10,  1.52s/it, loss=0.569, mat=0.003, sens=0.808, deg=0.000
Ep 097/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:10,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 097/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:08,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  38%|▍| 100/264 [02:33<04:08,  1.52s/it, loss=0.664, mat=0.003, sens=0.946, deg=0.00
Ep 097/100 [S4:finetune]:  38%|▍| 101/264 [02:33<04:07,  1.52s/it, loss=0.664, mat=0.003, sens=0.946, deg=0.00
Ep 097/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:07,  1.52s/it, loss=0.573, mat=0.004, sens=0.811, deg=0.00
Ep 097/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:05,  1.52s/it, loss=0.573, mat=0.004, sens=0.811, deg=0.00
Ep 097/100 [S4:finetune]:  39%|▍| 102/264 [02:36<04:05,  1.52s/it, loss=0.580, mat=0.003, sens=0.825, deg=0.00
Ep 097/100 [S4:finetune]:  39%|▍| 103/264 [02:36<04:03,  1.51s/it, loss=0.580, mat=0.003, sens=0.825, deg=0.00
Ep 097/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:03,  1.51s/it, loss=0.601, mat=0.002, sens=0.855, deg=0.00
Ep 097/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:02,  1.51s/it, loss=0.601, mat=0.002, sens=0.855, deg=0.00
Ep 097/100 [S4:finetune]:  39%|▍| 104/264 [02:39<04:02,  1.51s/it, loss=0.552, mat=0.003, sens=0.785, deg=0.00
Ep 097/100 [S4:finetune]:  40%|▍| 105/264 [02:39<04:00,  1.51s/it, loss=0.552, mat=0.003, sens=0.785, deg=0.00
Ep 097/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:00,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:02,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:02,  1.53s/it, loss=0.623, mat=0.003, sens=0.887, deg=0.00
Ep 097/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:59,  1.53s/it, loss=0.623, mat=0.003, sens=0.887, deg=0.00
Ep 097/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:59,  1.53s/it, loss=0.663, mat=0.003, sens=0.943, deg=0.00
Ep 097/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:57,  1.52s/it, loss=0.663, mat=0.003, sens=0.943, deg=0.00
Ep 097/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:57,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.006, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:53,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:53,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:51,  1.51s/it, loss=0.004, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:51,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:50,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.51s/it, loss=0.006, mat=0.005, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.532, mat=0.002, sens=0.755, deg=0.00
Ep 097/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:46,  1.51s/it, loss=0.532, mat=0.002, sens=0.755, deg=0.00
Ep 097/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:46,  1.51s/it, loss=0.553, mat=0.004, sens=0.782, deg=0.00
Ep 097/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.553, mat=0.004, sens=0.782, deg=0.00
Ep 097/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:45,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:44,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:42,  1.51s/it, loss=0.678, mat=0.003, sens=0.965, deg=0.00
Ep 097/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:42,  1.52s/it, loss=0.678, mat=0.003, sens=0.965, deg=0.00
Ep 097/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:42,  1.52s/it, loss=0.541, mat=0.003, sens=0.768, deg=0.00
Ep 097/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:40,  1.52s/it, loss=0.541, mat=0.003, sens=0.768, deg=0.00
Ep 097/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:40,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:38,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:38,  1.52s/it, loss=0.636, mat=0.003, sens=0.905, deg=0.00
Ep 097/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:36,  1.51s/it, loss=0.636, mat=0.003, sens=0.905, deg=0.00
Ep 097/100 [S4:finetune]:  46%|▍| 121/264 [03:05<03:36,  1.51s/it, loss=0.586, mat=0.004, sens=0.833, deg=0.00
Ep 097/100 [S4:finetune]:  46%|▍| 122/264 [03:05<03:35,  1.51s/it, loss=0.586, mat=0.004, sens=0.833, deg=0.00
Ep 097/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:35,  1.51s/it, loss=0.627, mat=0.005, sens=0.892, deg=0.00
Ep 097/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:33,  1.51s/it, loss=0.627, mat=0.005, sens=0.892, deg=0.00
Ep 097/100 [S4:finetune]:  47%|▍| 123/264 [03:08<03:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  47%|▍| 124/264 [03:08<03:31,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:31,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:33,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  47%|▍| 125/264 [03:11<03:33,  1.54s/it, loss=0.581, mat=0.003, sens=0.827, deg=0.00
Ep 097/100 [S4:finetune]:  48%|▍| 126/264 [03:11<03:31,  1.53s/it, loss=0.581, mat=0.003, sens=0.827, deg=0.00
Ep 097/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:31,  1.53s/it, loss=0.548, mat=0.003, sens=0.781, deg=0.00
Ep 097/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:28,  1.52s/it, loss=0.548, mat=0.003, sens=0.781, deg=0.00
Ep 097/100 [S4:finetune]:  48%|▍| 127/264 [03:14<03:28,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  48%|▍| 128/264 [03:14<03:26,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:26,  1.52s/it, loss=0.590, mat=0.003, sens=0.841, deg=0.00
Ep 097/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:24,  1.51s/it, loss=0.590, mat=0.003, sens=0.841, deg=0.00
Ep 097/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:24,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  49%|▍| 130/264 [03:17<03:22,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:22,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:21,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  50%|▌| 132/264 [03:20<03:19,  1.51s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.569, mat=0.004, sens=0.811, deg=0.00
Ep 097/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:18,  1.51s/it, loss=0.569, mat=0.004, sens=0.811, deg=0.00
Ep 097/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:18,  1.51s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.00
Ep 097/100 [S4:finetune]:  51%|▌| 134/264 [03:23<03:16,  1.51s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.00
Ep 097/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:16,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:15,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:15,  1.51s/it, loss=0.582, mat=0.003, sens=0.829, deg=0.00
Ep 097/100 [S4:finetune]:  52%|▌| 136/264 [03:26<03:13,  1.51s/it, loss=0.582, mat=0.003, sens=0.829, deg=0.00
Ep 097/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:13,  1.51s/it, loss=0.577, mat=0.003, sens=0.822, deg=0.00
Ep 097/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:11,  1.51s/it, loss=0.577, mat=0.003, sens=0.822, deg=0.00
Ep 097/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:11,  1.51s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.00
Ep 097/100 [S4:finetune]:  52%|▌| 138/264 [03:29<03:10,  1.51s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.00
Ep 097/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:10,  1.51s/it, loss=0.557, mat=0.003, sens=0.794, deg=0.00
Ep 097/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:11,  1.53s/it, loss=0.557, mat=0.003, sens=0.794, deg=0.00
Ep 097/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:11,  1.53s/it, loss=0.591, mat=0.002, sens=0.841, deg=0.00
Ep 097/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:09,  1.53s/it, loss=0.591, mat=0.002, sens=0.841, deg=0.00
Ep 097/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:09,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:06,  1.53s/it, loss=0.562, mat=0.003, sens=0.799, deg=0.00
Ep 097/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:04,  1.53s/it, loss=0.562, mat=0.003, sens=0.799, deg=0.00
Ep 097/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:02,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:02,  1.52s/it, loss=0.539, mat=0.003, sens=0.768, deg=0.00
Ep 097/100 [S4:finetune]:  55%|▌| 145/264 [03:40<03:00,  1.52s/it, loss=0.539, mat=0.003, sens=0.768, deg=0.00
Ep 097/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:00,  1.52s/it, loss=0.574, mat=0.003, sens=0.814, deg=0.00
Ep 097/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:58,  1.52s/it, loss=0.574, mat=0.003, sens=0.814, deg=0.00
Ep 097/100 [S4:finetune]:  55%|▌| 146/264 [03:43<02:58,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  56%|▌| 147/264 [03:43<02:57,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:57,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:55,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:55,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  56%|▌| 149/264 [03:46<02:54,  1.51s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:54,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:52,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:52,  1.51s/it, loss=0.624, mat=0.002, sens=0.857, deg=0.00
Ep 097/100 [S4:finetune]:  57%|▌| 151/264 [03:49<02:53,  1.53s/it, loss=0.624, mat=0.002, sens=0.857, deg=0.00
Ep 097/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:53,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:51,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:51,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  58%|▌| 153/264 [03:52<02:49,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:49,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:47,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.609, mat=0.003, sens=0.868, deg=0.00
Ep 097/100 [S4:finetune]:  59%|▌| 155/264 [03:55<02:45,  1.52s/it, loss=0.609, mat=0.003, sens=0.868, deg=0.00
Ep 097/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:45,  1.52s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.00
Ep 097/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:44,  1.52s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.00
Ep 097/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:44,  1.52s/it, loss=0.586, mat=0.003, sens=0.835, deg=0.00
Ep 097/100 [S4:finetune]:  59%|▌| 157/264 [03:58<02:42,  1.52s/it, loss=0.586, mat=0.003, sens=0.835, deg=0.00
Ep 097/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  60%|▌| 159/264 [04:01<02:39,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:39,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:37,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:37,  1.51s/it, loss=0.597, mat=0.005, sens=0.850, deg=0.00
Ep 097/100 [S4:finetune]:  61%|▌| 161/264 [04:04<02:35,  1.51s/it, loss=0.597, mat=0.005, sens=0.850, deg=0.00
Ep 097/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:35,  1.51s/it, loss=0.600, mat=0.003, sens=0.854, deg=0.00
Ep 097/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.51s/it, loss=0.600, mat=0.003, sens=0.854, deg=0.00
Ep 097/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:34,  1.51s/it, loss=0.557, mat=0.002, sens=0.794, deg=0.00
Ep 097/100 [S4:finetune]:  62%|▌| 163/264 [04:07<02:32,  1.51s/it, loss=0.557, mat=0.002, sens=0.794, deg=0.00
Ep 097/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:32,  1.51s/it, loss=0.601, mat=0.002, sens=0.856, deg=0.00
Ep 097/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.52s/it, loss=0.601, mat=0.002, sens=0.856, deg=0.00
Ep 097/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:31,  1.52s/it, loss=0.603, mat=0.002, sens=0.861, deg=0.00
Ep 097/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.603, mat=0.002, sens=0.861, deg=0.00
Ep 097/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:30,  1.52s/it, loss=0.596, mat=0.004, sens=0.849, deg=0.00
Ep 097/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:29,  1.53s/it, loss=0.596, mat=0.004, sens=0.849, deg=0.00
Ep 097/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:29,  1.53s/it, loss=0.583, mat=0.003, sens=0.831, deg=0.00
Ep 097/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:28,  1.53s/it, loss=0.583, mat=0.003, sens=0.831, deg=0.00
Ep 097/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:28,  1.53s/it, loss=0.612, mat=0.003, sens=0.868, deg=0.00
Ep 097/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:26,  1.52s/it, loss=0.612, mat=0.003, sens=0.868, deg=0.00
Ep 097/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:26,  1.52s/it, loss=0.610, mat=0.003, sens=0.870, deg=0.00
Ep 097/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:26,  1.54s/it, loss=0.610, mat=0.003, sens=0.870, deg=0.00
Ep 097/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:26,  1.54s/it, loss=0.638, mat=0.003, sens=0.908, deg=0.00
Ep 097/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:24,  1.53s/it, loss=0.638, mat=0.003, sens=0.908, deg=0.00
Ep 097/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:24,  1.53s/it, loss=0.553, mat=0.003, sens=0.785, deg=0.00
Ep 097/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.53s/it, loss=0.553, mat=0.003, sens=0.785, deg=0.00
Ep 097/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.53s/it, loss=0.641, mat=0.002, sens=0.914, deg=0.00
Ep 097/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:19,  1.52s/it, loss=0.641, mat=0.002, sens=0.914, deg=0.00
Ep 097/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:19,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:16,  1.52s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 097/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.625, mat=0.003, sens=0.891, deg=0.00
Ep 097/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.568, mat=0.003, sens=0.808, deg=0.00
Ep 097/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:13,  1.51s/it, loss=0.568, mat=0.003, sens=0.808, deg=0.00
Ep 097/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:13,  1.51s/it, loss=0.560, mat=0.004, sens=0.798, deg=0.00
Ep 097/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.560, mat=0.004, sens=0.798, deg=0.00
Ep 097/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:11,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  67%|▋| 178/264 [04:30<02:10,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:10,  1.51s/it, loss=0.591, mat=0.004, sens=0.840, deg=0.00
Ep 097/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.51s/it, loss=0.591, mat=0.004, sens=0.840, deg=0.00
Ep 097/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  68%|▋| 180/264 [04:33<02:07,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:07,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.005, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.51s/it, loss=0.549, mat=0.004, sens=0.782, deg=0.00
Ep 097/100 [S4:finetune]:  69%|▋| 182/264 [04:36<02:03,  1.51s/it, loss=0.549, mat=0.004, sens=0.782, deg=0.00
Ep 097/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:03,  1.51s/it, loss=0.556, mat=0.003, sens=0.788, deg=0.00
Ep 097/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:02,  1.51s/it, loss=0.556, mat=0.003, sens=0.788, deg=0.00
Ep 097/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:02,  1.51s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  70%|▋| 184/264 [04:39<02:02,  1.54s/it, loss=0.010, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:02,  1.54s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.00
Ep 097/100 [S4:finetune]:  70%|▋| 185/264 [04:41<02:00,  1.53s/it, loss=0.593, mat=0.003, sens=0.845, deg=0.00
Ep 097/100 [S4:finetune]:  70%|▋| 185/264 [04:42<02:00,  1.53s/it, loss=0.631, mat=0.003, sens=0.900, deg=0.00
Ep 097/100 [S4:finetune]:  70%|▋| 186/264 [04:42<01:58,  1.52s/it, loss=0.631, mat=0.003, sens=0.900, deg=0.00
Ep 097/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:58,  1.52s/it, loss=0.546, mat=0.003, sens=0.779, deg=0.00
Ep 097/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:57,  1.52s/it, loss=0.546, mat=0.003, sens=0.779, deg=0.00
Ep 097/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:57,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:55,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:55,  1.52s/it, loss=0.611, mat=0.003, sens=0.870, deg=0.00
Ep 097/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.52s/it, loss=0.611, mat=0.003, sens=0.870, deg=0.00
Ep 097/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:53,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:53,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:53,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:51,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.52s/it, loss=0.577, mat=0.004, sens=0.821, deg=0.00
Ep 097/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:47,  1.52s/it, loss=0.577, mat=0.004, sens=0.821, deg=0.00
Ep 097/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:47,  1.52s/it, loss=0.554, mat=0.004, sens=0.789, deg=0.00
Ep 097/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:46,  1.52s/it, loss=0.554, mat=0.004, sens=0.789, deg=0.00
Ep 097/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.52s/it, loss=0.567, mat=0.004, sens=0.807, deg=0.00
Ep 097/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:44,  1.52s/it, loss=0.567, mat=0.004, sens=0.807, deg=0.00
Ep 097/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:44,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:44,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:44,  1.54s/it, loss=0.568, mat=0.003, sens=0.810, deg=0.00
Ep 097/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:42,  1.53s/it, loss=0.568, mat=0.003, sens=0.810, deg=0.00
Ep 097/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:42,  1.53s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.00
Ep 097/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:40,  1.53s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.00
Ep 097/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.53s/it, loss=0.610, mat=0.003, sens=0.857, deg=0.00
Ep 097/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.52s/it, loss=0.610, mat=0.003, sens=0.857, deg=0.00
Ep 097/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:38,  1.52s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:37,  1.52s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.52s/it, loss=0.005, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.595, mat=0.005, sens=0.848, deg=0.00
Ep 097/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:34,  1.52s/it, loss=0.595, mat=0.005, sens=0.848, deg=0.00
Ep 097/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:32,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.51s/it, loss=0.580, mat=0.003, sens=0.826, deg=0.00
Ep 097/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.580, mat=0.003, sens=0.826, deg=0.00
Ep 097/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.599, mat=0.004, sens=0.854, deg=0.00
Ep 097/100 [S4:finetune]:  78%|▊| 205/264 [05:11<01:29,  1.51s/it, loss=0.599, mat=0.004, sens=0.854, deg=0.00
Ep 097/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.51s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.52s/it, loss=0.004, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:27,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  78%|▊| 207/264 [05:14<01:26,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.52s/it, loss=0.603, mat=0.003, sens=0.860, deg=0.00
Ep 097/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.603, mat=0.003, sens=0.860, deg=0.00
Ep 097/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:24,  1.51s/it, loss=0.632, mat=0.004, sens=0.897, deg=0.00
Ep 097/100 [S4:finetune]:  79%|▊| 209/264 [05:17<01:23,  1.51s/it, loss=0.632, mat=0.004, sens=0.897, deg=0.00
Ep 097/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.51s/it, loss=0.597, mat=0.002, sens=0.852, deg=0.00
Ep 097/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.51s/it, loss=0.597, mat=0.002, sens=0.852, deg=0.00
Ep 097/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  80%|▊| 211/264 [05:20<01:20,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  81%|▊| 213/264 [05:23<01:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.579, mat=0.003, sens=0.825, deg=0.00
Ep 097/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.52s/it, loss=0.579, mat=0.003, sens=0.825, deg=0.00
Ep 097/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:16,  1.56s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:16,  1.56s/it, loss=0.552, mat=0.004, sens=0.785, deg=0.00
Ep 097/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:14,  1.54s/it, loss=0.552, mat=0.004, sens=0.785, deg=0.00
Ep 097/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:14,  1.54s/it, loss=0.611, mat=0.003, sens=0.872, deg=0.00
Ep 097/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:12,  1.54s/it, loss=0.611, mat=0.003, sens=0.872, deg=0.00
Ep 097/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:12,  1.54s/it, loss=0.582, mat=0.004, sens=0.829, deg=0.00
Ep 097/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:10,  1.53s/it, loss=0.582, mat=0.004, sens=0.829, deg=0.00
Ep 097/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:10,  1.53s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 097/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:08,  1.52s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 097/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.52s/it, loss=0.557, mat=0.002, sens=0.795, deg=0.00
Ep 097/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.52s/it, loss=0.557, mat=0.002, sens=0.795, deg=0.00
Ep 097/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:06,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:05,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.591, mat=0.004, sens=0.841, deg=0.00
Ep 097/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.52s/it, loss=0.591, mat=0.004, sens=0.841, deg=0.00
Ep 097/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:03,  1.52s/it, loss=0.580, mat=0.004, sens=0.826, deg=0.00
Ep 097/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:02,  1.52s/it, loss=0.580, mat=0.004, sens=0.826, deg=0.00
Ep 097/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:00,  1.52s/it, loss=0.590, mat=0.002, sens=0.841, deg=0.00
Ep 097/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.52s/it, loss=0.590, mat=0.002, sens=0.841, deg=0.00
Ep 097/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.595, mat=0.003, sens=0.848, deg=0.00
Ep 097/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.54s/it, loss=0.595, mat=0.003, sens=0.848, deg=0.00
Ep 097/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:53,  1.54s/it, loss=0.593, mat=0.003, sens=0.846, deg=0.00
Ep 097/100 [S4:finetune]:  87%|▊| 230/264 [05:49<00:52,  1.54s/it, loss=0.593, mat=0.003, sens=0.846, deg=0.00
Ep 097/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:52,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:50,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:50,  1.53s/it, loss=0.554, mat=0.003, sens=0.788, deg=0.00
Ep 097/100 [S4:finetune]:  88%|▉| 232/264 [05:52<00:48,  1.52s/it, loss=0.554, mat=0.003, sens=0.788, deg=0.00
Ep 097/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.567, mat=0.003, sens=0.806, deg=0.00
Ep 097/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:47,  1.52s/it, loss=0.567, mat=0.003, sens=0.806, deg=0.00
Ep 097/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:47,  1.52s/it, loss=0.579, mat=0.004, sens=0.825, deg=0.00
Ep 097/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.52s/it, loss=0.579, mat=0.004, sens=0.825, deg=0.00
Ep 097/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.582, mat=0.003, sens=0.830, deg=0.00
Ep 097/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:44,  1.52s/it, loss=0.582, mat=0.003, sens=0.830, deg=0.00
Ep 097/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:44,  1.52s/it, loss=0.566, mat=0.002, sens=0.806, deg=0.00
Ep 097/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.566, mat=0.002, sens=0.806, deg=0.00
Ep 097/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:40,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:38,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:38,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.53s/it, loss=0.578, mat=0.002, sens=0.822, deg=0.00
Ep 097/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:35,  1.55s/it, loss=0.578, mat=0.002, sens=0.822, deg=0.00
Ep 097/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:35,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.54s/it, loss=0.563, mat=0.003, sens=0.803, deg=0.00
Ep 097/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:32,  1.53s/it, loss=0.563, mat=0.003, sens=0.803, deg=0.00
Ep 097/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:32,  1.53s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.00
Ep 097/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.53s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.00
Ep 097/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.53s/it, loss=0.560, mat=0.004, sens=0.799, deg=0.00
Ep 097/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.52s/it, loss=0.560, mat=0.004, sens=0.799, deg=0.00
Ep 097/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:28,  1.52s/it, loss=0.564, mat=0.003, sens=0.804, deg=0.00
Ep 097/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.52s/it, loss=0.564, mat=0.003, sens=0.804, deg=0.00
Ep 097/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.52s/it, loss=0.575, mat=0.002, sens=0.819, deg=0.00
Ep 097/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.52s/it, loss=0.575, mat=0.002, sens=0.819, deg=0.00
Ep 097/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.52s/it, loss=0.545, mat=0.003, sens=0.775, deg=0.00
Ep 097/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.545, mat=0.003, sens=0.775, deg=0.00
Ep 097/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.52s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.00
Ep 097/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.00
Ep 097/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  97%|▉| 255/264 [06:27<00:13,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.02
Ep 097/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.02
Ep 097/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  97%|▉| 257/264 [06:30<00:10,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.52s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 097/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 097/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.561, mat=0.003, sens=0.798, deg=0.00
Ep 097/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.54s/it, loss=0.561, mat=0.003, sens=0.798, deg=0.00
Ep 097/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.53s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 097/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.53s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.00
Ep 097/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 097/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.54s/it, loss=0.582, mat=0.004, sens=0.830, deg=0.00
Ep 097/100 [S4:finetune]: 100%|█| 264/264 [06:41<00:00,  1.53s/it, loss=0.582, mat=0.004, sens=0.830, deg=0.00
                                                                                                              
Epoch 097/100 [S4:finetune]  loss=0.3194  mat=0.0032  sens=0.4454  deg=0.0002  orth=0.0066  α=0.3 β=0.7 γ=0.2  402s

Ep 098/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 098/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.527, mat=0.004, sens=0.751, deg=0.001]
Ep 098/100 [S4:finetune]:   0%| | 1/264 [00:02<09:02,  2.06s/it, loss=0.527, mat=0.004, sens=0.751, deg=0.001]
Ep 098/100 [S4:finetune]:   0%| | 1/264 [00:03<09:02,  2.06s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001]
Ep 098/100 [S4:finetune]:   1%| | 2/264 [00:03<07:35,  1.74s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001]
Ep 098/100 [S4:finetune]:   1%| | 2/264 [00:05<07:35,  1.74s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 098/100 [S4:finetune]:   1%| | 3/264 [00:05<07:06,  1.63s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 098/100 [S4:finetune]:   1%| | 3/264 [00:06<07:06,  1.63s/it, loss=0.531, mat=0.002, sens=0.755, deg=0.007]
Ep 098/100 [S4:finetune]:   2%| | 4/264 [00:06<06:52,  1.58s/it, loss=0.531, mat=0.002, sens=0.755, deg=0.007]
Ep 098/100 [S4:finetune]:   2%| | 4/264 [00:08<06:52,  1.58s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001]
Ep 098/100 [S4:finetune]:   2%| | 5/264 [00:08<06:42,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.001]
Ep 098/100 [S4:finetune]:   2%| | 5/264 [00:09<06:42,  1.55s/it, loss=0.538, mat=0.004, sens=0.766, deg=0.000]
Ep 098/100 [S4:finetune]:   2%| | 6/264 [00:09<06:36,  1.54s/it, loss=0.538, mat=0.004, sens=0.766, deg=0.000]
Ep 098/100 [S4:finetune]:   2%| | 6/264 [00:11<06:36,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001]
Ep 098/100 [S4:finetune]:   3%| | 7/264 [00:11<06:33,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001]
Ep 098/100 [S4:finetune]:   3%| | 7/264 [00:12<06:33,  1.53s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.015]
Ep 098/100 [S4:finetune]:   3%| | 8/264 [00:12<06:30,  1.52s/it, loss=0.004, mat=0.003, sens=0.000, deg=0.015]
Ep 098/100 [S4:finetune]:   3%| | 8/264 [00:14<06:30,  1.52s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.001]
Ep 098/100 [S4:finetune]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.001]
Ep 098/100 [S4:finetune]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.001]
Ep 098/100 [S4:finetune]:   4%| | 10/264 [00:15<06:24,  1.52s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.001
Ep 098/100 [S4:finetune]:   4%| | 10/264 [00:17<06:24,  1.52s/it, loss=0.540, mat=0.002, sens=0.771, deg=0.000
Ep 098/100 [S4:finetune]:   4%| | 11/264 [00:17<06:23,  1.52s/it, loss=0.540, mat=0.002, sens=0.771, deg=0.000
Ep 098/100 [S4:finetune]:   4%| | 11/264 [00:18<06:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 098/100 [S4:finetune]:   5%| | 12/264 [00:18<06:30,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001
Ep 098/100 [S4:finetune]:   5%| | 12/264 [00:20<06:30,  1.55s/it, loss=0.538, mat=0.002, sens=0.767, deg=0.000
Ep 098/100 [S4:finetune]:   5%| | 13/264 [00:20<06:26,  1.54s/it, loss=0.538, mat=0.002, sens=0.767, deg=0.000
Ep 098/100 [S4:finetune]:   5%| | 13/264 [00:21<06:26,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:   5%| | 14/264 [00:21<06:22,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:   5%| | 14/264 [00:23<06:22,  1.53s/it, loss=0.536, mat=0.003, sens=0.763, deg=0.000
Ep 098/100 [S4:finetune]:   6%| | 15/264 [00:23<06:20,  1.53s/it, loss=0.536, mat=0.003, sens=0.763, deg=0.000
Ep 098/100 [S4:finetune]:   6%| | 15/264 [00:24<06:20,  1.53s/it, loss=0.575, mat=0.003, sens=0.818, deg=0.005
Ep 098/100 [S4:finetune]:   6%| | 16/264 [00:24<06:18,  1.53s/it, loss=0.575, mat=0.003, sens=0.818, deg=0.005
Ep 098/100 [S4:finetune]:   6%| | 16/264 [00:26<06:18,  1.53s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.001
Ep 098/100 [S4:finetune]:   6%| | 17/264 [00:26<06:16,  1.52s/it, loss=0.594, mat=0.003, sens=0.847, deg=0.001
Ep 098/100 [S4:finetune]:   6%| | 17/264 [00:27<06:16,  1.52s/it, loss=0.524, mat=0.002, sens=0.747, deg=0.000
Ep 098/100 [S4:finetune]:   7%| | 18/264 [00:27<06:13,  1.52s/it, loss=0.524, mat=0.002, sens=0.747, deg=0.000
Ep 098/100 [S4:finetune]:   7%| | 18/264 [00:29<06:13,  1.52s/it, loss=0.552, mat=0.003, sens=0.785, deg=0.000
Ep 098/100 [S4:finetune]:   7%| | 19/264 [00:29<06:11,  1.52s/it, loss=0.552, mat=0.003, sens=0.785, deg=0.000
Ep 098/100 [S4:finetune]:   7%| | 19/264 [00:30<06:11,  1.52s/it, loss=0.598, mat=0.004, sens=0.852, deg=0.000
Ep 098/100 [S4:finetune]:   8%| | 20/264 [00:30<06:09,  1.52s/it, loss=0.598, mat=0.004, sens=0.852, deg=0.000
Ep 098/100 [S4:finetune]:   8%| | 20/264 [00:32<06:09,  1.52s/it, loss=0.560, mat=0.002, sens=0.799, deg=0.000
Ep 098/100 [S4:finetune]:   8%| | 21/264 [00:32<06:08,  1.52s/it, loss=0.560, mat=0.002, sens=0.799, deg=0.000
Ep 098/100 [S4:finetune]:   8%| | 21/264 [00:33<06:08,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:   8%| | 22/264 [00:33<06:07,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:   8%| | 22/264 [00:35<06:07,  1.52s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.000
Ep 098/100 [S4:finetune]:   9%| | 23/264 [00:35<06:10,  1.54s/it, loss=0.600, mat=0.003, sens=0.855, deg=0.000
Ep 098/100 [S4:finetune]:   9%| | 23/264 [00:37<06:10,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:   9%| | 24/264 [00:37<06:07,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:   9%| | 24/264 [00:38<06:07,  1.53s/it, loss=0.630, mat=0.004, sens=0.899, deg=0.000
Ep 098/100 [S4:finetune]:   9%| | 25/264 [00:38<06:05,  1.53s/it, loss=0.630, mat=0.004, sens=0.899, deg=0.000
Ep 098/100 [S4:finetune]:   9%| | 25/264 [00:40<06:05,  1.53s/it, loss=0.550, mat=0.002, sens=0.783, deg=0.000
Ep 098/100 [S4:finetune]:  10%| | 26/264 [00:40<06:08,  1.55s/it, loss=0.550, mat=0.002, sens=0.783, deg=0.000
Ep 098/100 [S4:finetune]:  10%| | 26/264 [00:41<06:08,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  10%| | 27/264 [00:41<06:04,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  10%| | 27/264 [00:43<06:04,  1.54s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.000
Ep 098/100 [S4:finetune]:  11%| | 28/264 [00:43<06:01,  1.53s/it, loss=0.563, mat=0.003, sens=0.802, deg=0.000
Ep 098/100 [S4:finetune]:  11%| | 28/264 [00:44<06:01,  1.53s/it, loss=0.594, mat=0.004, sens=0.846, deg=0.002
Ep 098/100 [S4:finetune]:  11%| | 29/264 [00:44<05:58,  1.53s/it, loss=0.594, mat=0.004, sens=0.846, deg=0.002
Ep 098/100 [S4:finetune]:  11%| | 29/264 [00:46<05:58,  1.53s/it, loss=0.593, mat=0.002, sens=0.845, deg=0.001
Ep 098/100 [S4:finetune]:  11%| | 30/264 [00:46<05:56,  1.52s/it, loss=0.593, mat=0.002, sens=0.845, deg=0.001
Ep 098/100 [S4:finetune]:  11%| | 30/264 [00:47<05:56,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  12%| | 31/264 [00:47<05:53,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  12%| | 31/264 [00:49<05:53,  1.52s/it, loss=0.635, mat=0.003, sens=0.904, deg=0.000
Ep 098/100 [S4:finetune]:  12%| | 32/264 [00:49<05:51,  1.52s/it, loss=0.635, mat=0.003, sens=0.904, deg=0.000
Ep 098/100 [S4:finetune]:  12%| | 32/264 [00:50<05:51,  1.52s/it, loss=0.609, mat=0.003, sens=0.869, deg=0.000
Ep 098/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:50,  1.52s/it, loss=0.609, mat=0.003, sens=0.869, deg=0.000
Ep 098/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:48,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:48,  1.52s/it, loss=0.652, mat=0.004, sens=0.927, deg=0.000
Ep 098/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:46,  1.51s/it, loss=0.652, mat=0.004, sens=0.927, deg=0.000
Ep 098/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:46,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:45,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:45,  1.51s/it, loss=0.605, mat=0.002, sens=0.863, deg=0.000
Ep 098/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:43,  1.51s/it, loss=0.605, mat=0.002, sens=0.863, deg=0.000
Ep 098/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:43,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:47,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:47,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:44,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:44,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:41,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:41,  1.53s/it, loss=0.588, mat=0.004, sens=0.838, deg=0.000
Ep 098/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:39,  1.52s/it, loss=0.588, mat=0.004, sens=0.838, deg=0.000
Ep 098/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:39,  1.52s/it, loss=0.589, mat=0.003, sens=0.840, deg=0.000
Ep 098/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:37,  1.52s/it, loss=0.589, mat=0.003, sens=0.840, deg=0.000
Ep 098/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:37,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:35,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:35,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:33,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:31,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:29,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  17%|▏| 46/264 [01:12<05:29,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002
Ep 098/100 [S4:finetune]:  18%|▏| 47/264 [01:12<05:30,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.002
Ep 098/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:29,  1.53s/it, loss=0.616, mat=0.003, sens=0.879, deg=0.000
Ep 098/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:27,  1.52s/it, loss=0.616, mat=0.003, sens=0.879, deg=0.000
Ep 098/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:27,  1.52s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.000
Ep 098/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:25,  1.52s/it, loss=0.613, mat=0.003, sens=0.874, deg=0.000
Ep 098/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:25,  1.52s/it, loss=0.581, mat=0.002, sens=0.828, deg=0.000
Ep 098/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:23,  1.52s/it, loss=0.581, mat=0.002, sens=0.828, deg=0.000
Ep 098/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:23,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:21,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:21,  1.52s/it, loss=0.641, mat=0.003, sens=0.914, deg=0.000
Ep 098/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:20,  1.52s/it, loss=0.641, mat=0.003, sens=0.914, deg=0.000
Ep 098/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:20,  1.52s/it, loss=0.651, mat=0.005, sens=0.925, deg=0.000
Ep 098/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:19,  1.52s/it, loss=0.651, mat=0.005, sens=0.925, deg=0.000
Ep 098/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:20,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:20,  1.54s/it, loss=0.656, mat=0.004, sens=0.934, deg=0.000
Ep 098/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:17,  1.54s/it, loss=0.656, mat=0.004, sens=0.934, deg=0.000
Ep 098/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:17,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:14,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:14,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:12,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:12,  1.53s/it, loss=0.598, mat=0.003, sens=0.853, deg=0.000
Ep 098/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:10,  1.52s/it, loss=0.598, mat=0.003, sens=0.853, deg=0.000
Ep 098/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:10,  1.52s/it, loss=0.554, mat=0.002, sens=0.789, deg=0.000
Ep 098/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:08,  1.52s/it, loss=0.554, mat=0.002, sens=0.789, deg=0.000
Ep 098/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:08,  1.52s/it, loss=0.566, mat=0.003, sens=0.803, deg=0.000
Ep 098/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:07,  1.52s/it, loss=0.566, mat=0.003, sens=0.803, deg=0.000
Ep 098/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:07,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:05,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:05,  1.52s/it, loss=0.509, mat=0.003, sens=0.726, deg=0.000
Ep 098/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:04,  1.52s/it, loss=0.509, mat=0.003, sens=0.726, deg=0.000
Ep 098/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.541, mat=0.003, sens=0.769, deg=0.000
Ep 098/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.541, mat=0.003, sens=0.769, deg=0.000
Ep 098/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  25%|▎| 66/264 [01:40<05:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.553, mat=0.003, sens=0.785, deg=0.000
Ep 098/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:59,  1.52s/it, loss=0.553, mat=0.003, sens=0.785, deg=0.000
Ep 098/100 [S4:finetune]:  25%|▎| 67/264 [01:44<04:59,  1.52s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.000
Ep 098/100 [S4:finetune]:  26%|▎| 68/264 [01:44<04:57,  1.52s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.000
Ep 098/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:57,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:55,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:54,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:54,  1.52s/it, loss=0.563, mat=0.004, sens=0.801, deg=0.000
Ep 098/100 [S4:finetune]:  27%|▎| 71/264 [01:48<05:01,  1.56s/it, loss=0.563, mat=0.004, sens=0.801, deg=0.000
Ep 098/100 [S4:finetune]:  27%|▎| 71/264 [01:50<05:01,  1.56s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:58,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:58,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:54,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:54,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:51,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:51,  1.53s/it, loss=0.534, mat=0.002, sens=0.761, deg=0.000
Ep 098/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:49,  1.53s/it, loss=0.534, mat=0.002, sens=0.761, deg=0.000
Ep 098/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:49,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:46,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:46,  1.53s/it, loss=0.529, mat=0.004, sens=0.753, deg=0.000
Ep 098/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:44,  1.52s/it, loss=0.529, mat=0.004, sens=0.753, deg=0.000
Ep 098/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:42,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:39,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:39,  1.52s/it, loss=0.549, mat=0.003, sens=0.782, deg=0.000
Ep 098/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:37,  1.52s/it, loss=0.549, mat=0.003, sens=0.782, deg=0.000
Ep 098/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:36,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  31%|▎| 82/264 [02:07<04:36,  1.52s/it, loss=0.575, mat=0.002, sens=0.820, deg=0.000
Ep 098/100 [S4:finetune]:  31%|▎| 83/264 [02:07<04:39,  1.54s/it, loss=0.575, mat=0.002, sens=0.820, deg=0.000
Ep 098/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:39,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:36,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  32%|▎| 84/264 [02:10<04:36,  1.53s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.000
Ep 098/100 [S4:finetune]:  32%|▎| 85/264 [02:10<04:33,  1.53s/it, loss=0.585, mat=0.003, sens=0.834, deg=0.000
Ep 098/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:33,  1.53s/it, loss=0.653, mat=0.004, sens=0.931, deg=0.000
Ep 098/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:31,  1.52s/it, loss=0.653, mat=0.004, sens=0.931, deg=0.000
Ep 098/100 [S4:finetune]:  33%|▎| 86/264 [02:13<04:31,  1.52s/it, loss=0.544, mat=0.003, sens=0.776, deg=0.000
Ep 098/100 [S4:finetune]:  33%|▎| 87/264 [02:13<04:29,  1.52s/it, loss=0.544, mat=0.003, sens=0.776, deg=0.000
Ep 098/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:29,  1.52s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.000
Ep 098/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:27,  1.52s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.000
Ep 098/100 [S4:finetune]:  33%|▎| 88/264 [02:16<04:27,  1.52s/it, loss=0.637, mat=0.004, sens=0.908, deg=0.000
Ep 098/100 [S4:finetune]:  34%|▎| 89/264 [02:16<04:26,  1.52s/it, loss=0.637, mat=0.004, sens=0.908, deg=0.000
Ep 098/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:26,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:24,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  34%|▎| 90/264 [02:19<04:24,  1.52s/it, loss=0.598, mat=0.004, sens=0.851, deg=0.000
Ep 098/100 [S4:finetune]:  34%|▎| 91/264 [02:19<04:22,  1.52s/it, loss=0.598, mat=0.004, sens=0.851, deg=0.000
Ep 098/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:22,  1.52s/it, loss=0.639, mat=0.003, sens=0.912, deg=0.000
Ep 098/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:20,  1.52s/it, loss=0.639, mat=0.003, sens=0.912, deg=0.000
Ep 098/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:17,  1.51s/it, loss=0.626, mat=0.003, sens=0.893, deg=0.000
Ep 098/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:17,  1.53s/it, loss=0.626, mat=0.003, sens=0.893, deg=0.000
Ep 098/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:17,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:16,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:14,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:14,  1.52s/it, loss=0.589, mat=0.003, sens=0.838, deg=0.000
Ep 098/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:12,  1.52s/it, loss=0.589, mat=0.003, sens=0.838, deg=0.000
Ep 098/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:12,  1.52s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.000
Ep 098/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:10,  1.52s/it, loss=0.587, mat=0.003, sens=0.836, deg=0.000
Ep 098/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:10,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 098/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:08,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:08,  1.52s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.00
Ep 098/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:07,  1.52s/it, loss=0.584, mat=0.003, sens=0.832, deg=0.00
Ep 098/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:09,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:09,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:06,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:04,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:04,  1.53s/it, loss=0.579, mat=0.003, sens=0.826, deg=0.00
Ep 098/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:02,  1.52s/it, loss=0.579, mat=0.003, sens=0.826, deg=0.00
Ep 098/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:02,  1.52s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.00
Ep 098/100 [S4:finetune]:  40%|▍| 106/264 [02:41<03:59,  1.52s/it, loss=0.611, mat=0.003, sens=0.871, deg=0.00
Ep 098/100 [S4:finetune]:  40%|▍| 106/264 [02:43<03:59,  1.52s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.00
Ep 098/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.574, mat=0.003, sens=0.818, deg=0.00
Ep 098/100 [S4:finetune]:  41%|▍| 107/264 [02:45<03:58,  1.52s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.00
Ep 098/100 [S4:finetune]:  41%|▍| 108/264 [02:45<03:57,  1.52s/it, loss=0.592, mat=0.003, sens=0.843, deg=0.00
Ep 098/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:57,  1.52s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.00
Ep 098/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.634, mat=0.003, sens=0.903, deg=0.00
Ep 098/100 [S4:finetune]:  41%|▍| 109/264 [02:48<03:55,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  42%|▍| 110/264 [02:48<03:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:53,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  42%|▍| 111/264 [02:51<03:52,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  42%|▍| 112/264 [02:51<03:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.52s/it, loss=0.590, mat=0.004, sens=0.841, deg=0.00
Ep 098/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:49,  1.52s/it, loss=0.590, mat=0.004, sens=0.841, deg=0.00
Ep 098/100 [S4:finetune]:  43%|▍| 113/264 [02:54<03:49,  1.52s/it, loss=0.605, mat=0.004, sens=0.863, deg=0.00
Ep 098/100 [S4:finetune]:  43%|▍| 114/264 [02:54<03:47,  1.52s/it, loss=0.605, mat=0.004, sens=0.863, deg=0.00
Ep 098/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:47,  1.52s/it, loss=0.605, mat=0.004, sens=0.862, deg=0.00
Ep 098/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:46,  1.52s/it, loss=0.605, mat=0.004, sens=0.862, deg=0.00
Ep 098/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:46,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:48,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:48,  1.54s/it, loss=0.556, mat=0.002, sens=0.790, deg=0.00
Ep 098/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:45,  1.54s/it, loss=0.556, mat=0.002, sens=0.790, deg=0.00
Ep 098/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:45,  1.54s/it, loss=0.604, mat=0.003, sens=0.860, deg=0.00
Ep 098/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:43,  1.53s/it, loss=0.604, mat=0.003, sens=0.860, deg=0.00
Ep 098/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:43,  1.53s/it, loss=0.555, mat=0.003, sens=0.790, deg=0.00
Ep 098/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:42,  1.54s/it, loss=0.555, mat=0.003, sens=0.790, deg=0.00
Ep 098/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:42,  1.54s/it, loss=0.583, mat=0.002, sens=0.832, deg=0.00
Ep 098/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:41,  1.54s/it, loss=0.583, mat=0.002, sens=0.832, deg=0.00
Ep 098/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:41,  1.54s/it, loss=0.549, mat=0.003, sens=0.781, deg=0.00
Ep 098/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:38,  1.53s/it, loss=0.549, mat=0.003, sens=0.781, deg=0.00
Ep 098/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:38,  1.53s/it, loss=0.549, mat=0.003, sens=0.783, deg=0.00
Ep 098/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:36,  1.53s/it, loss=0.549, mat=0.003, sens=0.783, deg=0.00
Ep 098/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:36,  1.53s/it, loss=0.578, mat=0.003, sens=0.823, deg=0.00
Ep 098/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:34,  1.52s/it, loss=0.578, mat=0.003, sens=0.823, deg=0.00
Ep 098/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:32,  1.52s/it, loss=0.547, mat=0.002, sens=0.779, deg=0.00
Ep 098/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:30,  1.52s/it, loss=0.547, mat=0.002, sens=0.779, deg=0.00
Ep 098/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:30,  1.52s/it, loss=0.550, mat=0.002, sens=0.783, deg=0.00
Ep 098/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:29,  1.52s/it, loss=0.550, mat=0.002, sens=0.783, deg=0.00
Ep 098/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:29,  1.52s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 098/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:27,  1.52s/it, loss=0.550, mat=0.003, sens=0.784, deg=0.00
Ep 098/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:27,  1.52s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 098/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:29,  1.54s/it, loss=0.547, mat=0.003, sens=0.779, deg=0.00
Ep 098/100 [S4:finetune]:  48%|▍| 128/264 [03:17<03:29,  1.54s/it, loss=0.542, mat=0.004, sens=0.770, deg=0.00
Ep 098/100 [S4:finetune]:  49%|▍| 129/264 [03:17<03:27,  1.54s/it, loss=0.542, mat=0.004, sens=0.770, deg=0.00
Ep 098/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:27,  1.54s/it, loss=0.544, mat=0.004, sens=0.776, deg=0.00
Ep 098/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:25,  1.53s/it, loss=0.544, mat=0.004, sens=0.776, deg=0.00
Ep 098/100 [S4:finetune]:  49%|▍| 130/264 [03:20<03:25,  1.53s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.00
Ep 098/100 [S4:finetune]:  50%|▍| 131/264 [03:20<03:23,  1.53s/it, loss=0.541, mat=0.003, sens=0.771, deg=0.00
Ep 098/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:23,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  50%|▌| 132/264 [03:23<03:21,  1.52s/it, loss=0.526, mat=0.003, sens=0.749, deg=0.00
Ep 098/100 [S4:finetune]:  50%|▌| 133/264 [03:23<03:19,  1.52s/it, loss=0.526, mat=0.003, sens=0.749, deg=0.00
Ep 098/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:19,  1.52s/it, loss=0.535, mat=0.003, sens=0.762, deg=0.00
Ep 098/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:17,  1.52s/it, loss=0.535, mat=0.003, sens=0.762, deg=0.00
Ep 098/100 [S4:finetune]:  51%|▌| 134/264 [03:26<03:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  51%|▌| 135/264 [03:26<03:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:16,  1.52s/it, loss=0.523, mat=0.002, sens=0.746, deg=0.00
Ep 098/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.523, mat=0.002, sens=0.746, deg=0.00
Ep 098/100 [S4:finetune]:  52%|▌| 136/264 [03:29<03:14,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 098/100 [S4:finetune]:  52%|▌| 137/264 [03:29<03:12,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 098/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:11,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:11,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:09,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:09,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:06,  1.52s/it, loss=0.521, mat=0.004, sens=0.742, deg=0.00
Ep 098/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.52s/it, loss=0.521, mat=0.004, sens=0.742, deg=0.00
Ep 098/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:04,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:03,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:03,  1.52s/it, loss=0.484, mat=0.003, sens=0.690, deg=0.00
Ep 098/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:03,  1.53s/it, loss=0.484, mat=0.003, sens=0.690, deg=0.00
Ep 098/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:03,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  55%|▌| 145/264 [03:43<03:01,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  55%|▌| 146/264 [03:43<03:03,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  55%|▌| 146/264 [03:44<03:03,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  56%|▌| 147/264 [03:44<03:00,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  56%|▌| 147/264 [03:46<03:00,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  56%|▌| 148/264 [03:46<02:57,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:57,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:55,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  56%|▌| 149/264 [03:49<02:55,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  57%|▌| 150/264 [03:49<02:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:53,  1.52s/it, loss=0.553, mat=0.004, sens=0.788, deg=0.00
Ep 098/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:51,  1.52s/it, loss=0.553, mat=0.004, sens=0.788, deg=0.00
Ep 098/100 [S4:finetune]:  57%|▌| 151/264 [03:52<02:51,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  58%|▌| 152/264 [03:52<02:49,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:49,  1.52s/it, loss=0.507, mat=0.004, sens=0.723, deg=0.00
Ep 098/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:48,  1.52s/it, loss=0.507, mat=0.004, sens=0.723, deg=0.00
Ep 098/100 [S4:finetune]:  58%|▌| 153/264 [03:55<02:48,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  58%|▌| 154/264 [03:55<02:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.508, mat=0.003, sens=0.723, deg=0.00
Ep 098/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.508, mat=0.003, sens=0.723, deg=0.00
Ep 098/100 [S4:finetune]:  59%|▌| 155/264 [03:58<02:45,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  59%|▌| 156/264 [03:58<02:43,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:43,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  59%|▌| 157/264 [04:01<02:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  60%|▌| 158/264 [04:01<02:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:40,  1.52s/it, loss=0.541, mat=0.004, sens=0.771, deg=0.00
Ep 098/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.541, mat=0.004, sens=0.771, deg=0.00
Ep 098/100 [S4:finetune]:  60%|▌| 159/264 [04:04<02:38,  1.51s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.00
Ep 098/100 [S4:finetune]:  61%|▌| 160/264 [04:04<02:37,  1.51s/it, loss=0.547, mat=0.003, sens=0.780, deg=0.00
Ep 098/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:37,  1.51s/it, loss=0.558, mat=0.002, sens=0.795, deg=0.00
Ep 098/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:38,  1.54s/it, loss=0.558, mat=0.002, sens=0.795, deg=0.00
Ep 098/100 [S4:finetune]:  61%|▌| 161/264 [04:07<02:38,  1.54s/it, loss=0.575, mat=0.004, sens=0.819, deg=0.00
Ep 098/100 [S4:finetune]:  61%|▌| 162/264 [04:07<02:36,  1.53s/it, loss=0.575, mat=0.004, sens=0.819, deg=0.00
Ep 098/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:36,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:34,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  62%|▌| 163/264 [04:10<02:34,  1.53s/it, loss=0.549, mat=0.003, sens=0.782, deg=0.00
Ep 098/100 [S4:finetune]:  62%|▌| 164/264 [04:10<02:32,  1.52s/it, loss=0.549, mat=0.003, sens=0.782, deg=0.00
Ep 098/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:32,  1.52s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.00
Ep 098/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:30,  1.52s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.00
Ep 098/100 [S4:finetune]:  62%|▋| 165/264 [04:13<02:30,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:28,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  63%|▋| 167/264 [04:16<02:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:26,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:26,  1.53s/it, loss=0.536, mat=0.003, sens=0.765, deg=0.00
Ep 098/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:24,  1.53s/it, loss=0.536, mat=0.003, sens=0.765, deg=0.00
Ep 098/100 [S4:finetune]:  64%|▋| 169/264 [04:19<02:24,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  64%|▋| 170/264 [04:21<02:23,  1.52s/it, loss=0.533, mat=0.003, sens=0.760, deg=0.00
Ep 098/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.52s/it, loss=0.533, mat=0.003, sens=0.760, deg=0.00
Ep 098/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:21,  1.52s/it, loss=0.532, mat=0.003, sens=0.757, deg=0.00
Ep 098/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:19,  1.52s/it, loss=0.532, mat=0.003, sens=0.757, deg=0.00
Ep 098/100 [S4:finetune]:  65%|▋| 172/264 [04:24<02:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:20,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:20,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:17,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  66%|▋| 174/264 [04:27<02:17,  1.53s/it, loss=0.524, mat=0.004, sens=0.746, deg=0.00
Ep 098/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:15,  1.53s/it, loss=0.524, mat=0.004, sens=0.746, deg=0.00
Ep 098/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:13,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  67%|▋| 176/264 [04:30<02:13,  1.52s/it, loss=0.573, mat=0.004, sens=0.817, deg=0.00
Ep 098/100 [S4:finetune]:  67%|▋| 177/264 [04:30<02:12,  1.52s/it, loss=0.573, mat=0.004, sens=0.817, deg=0.00
Ep 098/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:12,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:10,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  67%|▋| 178/264 [04:33<02:10,  1.52s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.00
Ep 098/100 [S4:finetune]:  68%|▋| 179/264 [04:33<02:08,  1.52s/it, loss=0.545, mat=0.003, sens=0.777, deg=0.00
Ep 098/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:08,  1.52s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 098/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.577, mat=0.003, sens=0.823, deg=0.00
Ep 098/100 [S4:finetune]:  68%|▋| 180/264 [04:36<02:07,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  69%|▋| 181/264 [04:36<02:05,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:05,  1.52s/it, loss=0.557, mat=0.003, sens=0.795, deg=0.00
Ep 098/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.557, mat=0.003, sens=0.795, deg=0.00
Ep 098/100 [S4:finetune]:  69%|▋| 182/264 [04:39<02:04,  1.52s/it, loss=0.621, mat=0.004, sens=0.885, deg=0.00
Ep 098/100 [S4:finetune]:  69%|▋| 183/264 [04:39<02:02,  1.52s/it, loss=0.621, mat=0.004, sens=0.885, deg=0.00
Ep 098/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:02,  1.52s/it, loss=0.529, mat=0.003, sens=0.755, deg=0.00
Ep 098/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.52s/it, loss=0.529, mat=0.003, sens=0.755, deg=0.00
Ep 098/100 [S4:finetune]:  70%|▋| 184/264 [04:42<02:01,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  70%|▋| 185/264 [04:42<01:59,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  70%|▋| 185/264 [04:43<01:59,  1.52s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.002, mat=0.006, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  70%|▋| 186/264 [04:45<01:58,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  71%|▋| 187/264 [04:45<01:56,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:56,  1.51s/it, loss=0.520, mat=0.004, sens=0.740, deg=0.00
Ep 098/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.520, mat=0.004, sens=0.740, deg=0.00
Ep 098/100 [S4:finetune]:  71%|▋| 188/264 [04:48<01:54,  1.51s/it, loss=0.568, mat=0.003, sens=0.810, deg=0.00
Ep 098/100 [S4:finetune]:  72%|▋| 189/264 [04:48<01:53,  1.51s/it, loss=0.568, mat=0.003, sens=0.810, deg=0.00
Ep 098/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:53,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:51,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:50,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  72%|▋| 191/264 [04:53<01:50,  1.51s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 098/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:52,  1.56s/it, loss=0.570, mat=0.003, sens=0.812, deg=0.00
Ep 098/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:52,  1.56s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:49,  1.55s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  73%|▋| 193/264 [04:56<01:49,  1.55s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.00
Ep 098/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:47,  1.54s/it, loss=0.635, mat=0.003, sens=0.905, deg=0.00
Ep 098/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:47,  1.54s/it, loss=0.546, mat=0.004, sens=0.779, deg=0.00
Ep 098/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:45,  1.53s/it, loss=0.546, mat=0.004, sens=0.779, deg=0.00
Ep 098/100 [S4:finetune]:  74%|▋| 195/264 [04:59<01:45,  1.53s/it, loss=0.612, mat=0.004, sens=0.871, deg=0.00
Ep 098/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.612, mat=0.004, sens=0.871, deg=0.00
Ep 098/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:43,  1.52s/it, loss=0.640, mat=0.003, sens=0.912, deg=0.00
Ep 098/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:41,  1.52s/it, loss=0.640, mat=0.003, sens=0.912, deg=0.00
Ep 098/100 [S4:finetune]:  75%|▋| 197/264 [05:02<01:41,  1.52s/it, loss=0.524, mat=0.003, sens=0.748, deg=0.00
Ep 098/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.524, mat=0.003, sens=0.748, deg=0.00
Ep 098/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:40,  1.52s/it, loss=0.553, mat=0.002, sens=0.786, deg=0.00
Ep 098/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:38,  1.52s/it, loss=0.553, mat=0.002, sens=0.786, deg=0.00
Ep 098/100 [S4:finetune]:  75%|▊| 199/264 [05:05<01:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.52s/it, loss=0.643, mat=0.005, sens=0.915, deg=0.00
Ep 098/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.51s/it, loss=0.643, mat=0.005, sens=0.915, deg=0.00
Ep 098/100 [S4:finetune]:  76%|▊| 201/264 [05:08<01:35,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:33,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:33,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  77%|▊| 203/264 [05:11<01:32,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  77%|▊| 204/264 [05:11<01:30,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:30,  1.51s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.00
Ep 098/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.51s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.00
Ep 098/100 [S4:finetune]:  78%|▊| 205/264 [05:14<01:29,  1.51s/it, loss=0.630, mat=0.004, sens=0.898, deg=0.00
Ep 098/100 [S4:finetune]:  78%|▊| 206/264 [05:14<01:28,  1.53s/it, loss=0.630, mat=0.004, sens=0.898, deg=0.00
Ep 098/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:28,  1.53s/it, loss=0.561, mat=0.002, sens=0.800, deg=0.00
Ep 098/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:27,  1.53s/it, loss=0.561, mat=0.002, sens=0.800, deg=0.00
Ep 098/100 [S4:finetune]:  78%|▊| 207/264 [05:17<01:27,  1.53s/it, loss=0.546, mat=0.005, sens=0.779, deg=0.00
Ep 098/100 [S4:finetune]:  79%|▊| 208/264 [05:17<01:25,  1.53s/it, loss=0.546, mat=0.005, sens=0.779, deg=0.00
Ep 098/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:25,  1.53s/it, loss=0.572, mat=0.002, sens=0.816, deg=0.00
Ep 098/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.52s/it, loss=0.572, mat=0.002, sens=0.816, deg=0.00
Ep 098/100 [S4:finetune]:  79%|▊| 209/264 [05:20<01:23,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  80%|▊| 210/264 [05:20<01:22,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  80%|▊| 211/264 [05:23<01:20,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  80%|▊| 212/264 [05:23<01:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:18,  1.52s/it, loss=0.591, mat=0.003, sens=0.843, deg=0.00
Ep 098/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.51s/it, loss=0.591, mat=0.003, sens=0.843, deg=0.00
Ep 098/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:17,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:15,  1.51s/it, loss=0.583, mat=0.004, sens=0.830, deg=0.00
Ep 098/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.52s/it, loss=0.583, mat=0.004, sens=0.830, deg=0.00
Ep 098/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:14,  1.52s/it, loss=0.598, mat=0.003, sens=0.853, deg=0.00
Ep 098/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:13,  1.53s/it, loss=0.598, mat=0.003, sens=0.853, deg=0.00
Ep 098/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:13,  1.53s/it, loss=0.560, mat=0.003, sens=0.798, deg=0.00
Ep 098/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.53s/it, loss=0.560, mat=0.003, sens=0.798, deg=0.00
Ep 098/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.53s/it, loss=0.554, mat=0.003, sens=0.788, deg=0.00
Ep 098/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:11,  1.54s/it, loss=0.554, mat=0.003, sens=0.788, deg=0.00
Ep 098/100 [S4:finetune]:  83%|▊| 218/264 [05:34<01:11,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:09,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:09,  1.54s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:07,  1.53s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  83%|▊| 220/264 [05:37<01:07,  1.53s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.00
Ep 098/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.00
Ep 098/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:05,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 098/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 098/100 [S4:finetune]:  84%|▊| 222/264 [05:40<01:03,  1.52s/it, loss=0.538, mat=0.002, sens=0.767, deg=0.00
Ep 098/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.52s/it, loss=0.538, mat=0.002, sens=0.767, deg=0.00
Ep 098/100 [S4:finetune]:  84%|▊| 223/264 [05:41<01:02,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  85%|▊| 224/264 [05:43<01:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  85%|▊| 225/264 [05:44<00:59,  1.52s/it, loss=0.552, mat=0.005, sens=0.786, deg=0.00
Ep 098/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.52s/it, loss=0.552, mat=0.005, sens=0.786, deg=0.00
Ep 098/100 [S4:finetune]:  86%|▊| 226/264 [05:46<00:57,  1.52s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.00
Ep 098/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.544, mat=0.003, sens=0.775, deg=0.00
Ep 098/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:56,  1.52s/it, loss=0.580, mat=0.003, sens=0.827, deg=0.00
Ep 098/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:54,  1.52s/it, loss=0.580, mat=0.003, sens=0.827, deg=0.00
Ep 098/100 [S4:finetune]:  86%|▊| 228/264 [05:49<00:54,  1.52s/it, loss=0.560, mat=0.003, sens=0.798, deg=0.00
Ep 098/100 [S4:finetune]:  87%|▊| 229/264 [05:49<00:52,  1.51s/it, loss=0.560, mat=0.003, sens=0.798, deg=0.00
Ep 098/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:52,  1.51s/it, loss=0.562, mat=0.004, sens=0.800, deg=0.00
Ep 098/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.51s/it, loss=0.562, mat=0.004, sens=0.800, deg=0.00
Ep 098/100 [S4:finetune]:  87%|▊| 230/264 [05:52<00:51,  1.51s/it, loss=0.544, mat=0.003, sens=0.776, deg=0.00
Ep 098/100 [S4:finetune]:  88%|▉| 231/264 [05:52<00:49,  1.51s/it, loss=0.544, mat=0.003, sens=0.776, deg=0.00
Ep 098/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:49,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  88%|▉| 232/264 [05:55<00:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  88%|▉| 233/264 [05:55<00:46,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:46,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.51s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  89%|▉| 234/264 [05:58<00:45,  1.51s/it, loss=0.599, mat=0.004, sens=0.855, deg=0.00
Ep 098/100 [S4:finetune]:  89%|▉| 235/264 [05:58<00:43,  1.51s/it, loss=0.599, mat=0.004, sens=0.855, deg=0.00
Ep 098/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:43,  1.51s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.00
Ep 098/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.53s/it, loss=0.561, mat=0.003, sens=0.799, deg=0.00
Ep 098/100 [S4:finetune]:  89%|▉| 236/264 [06:01<00:42,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  90%|▉| 237/264 [06:01<00:41,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:41,  1.53s/it, loss=0.548, mat=0.003, sens=0.781, deg=0.00
Ep 098/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.548, mat=0.003, sens=0.781, deg=0.00
Ep 098/100 [S4:finetune]:  90%|▉| 238/264 [06:04<00:39,  1.52s/it, loss=0.544, mat=0.002, sens=0.776, deg=0.00
Ep 098/100 [S4:finetune]:  91%|▉| 239/264 [06:04<00:38,  1.52s/it, loss=0.544, mat=0.002, sens=0.776, deg=0.00
Ep 098/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:38,  1.52s/it, loss=0.548, mat=0.002, sens=0.781, deg=0.00
Ep 098/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.52s/it, loss=0.548, mat=0.002, sens=0.781, deg=0.00
Ep 098/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.52s/it, loss=0.613, mat=0.004, sens=0.872, deg=0.00
Ep 098/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:35,  1.53s/it, loss=0.613, mat=0.004, sens=0.872, deg=0.00
Ep 098/100 [S4:finetune]:  91%|▉| 241/264 [06:09<00:35,  1.53s/it, loss=0.555, mat=0.003, sens=0.789, deg=0.00
Ep 098/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.52s/it, loss=0.555, mat=0.003, sens=0.789, deg=0.00
Ep 098/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.52s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.00
Ep 098/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.52s/it, loss=0.575, mat=0.003, sens=0.820, deg=0.00
Ep 098/100 [S4:finetune]:  92%|▉| 243/264 [06:12<00:31,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.51s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 098/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.51s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.00
Ep 098/100 [S4:finetune]:  93%|▉| 245/264 [06:15<00:28,  1.51s/it, loss=0.600, mat=0.003, sens=0.853, deg=0.00
Ep 098/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.52s/it, loss=0.600, mat=0.003, sens=0.853, deg=0.00
Ep 098/100 [S4:finetune]:  93%|▉| 246/264 [06:16<00:27,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  94%|▉| 247/264 [06:18<00:25,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.51s/it, loss=0.017, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.51s/it, loss=0.017, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  94%|▉| 249/264 [06:21<00:22,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.51s/it, loss=0.716, mat=0.003, sens=1.021, deg=0.00
Ep 098/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.53s/it, loss=0.716, mat=0.003, sens=1.021, deg=0.00
Ep 098/100 [S4:finetune]:  95%|▉| 251/264 [06:24<00:19,  1.53s/it, loss=0.704, mat=0.004, sens=1.003, deg=0.00
Ep 098/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.53s/it, loss=0.704, mat=0.004, sens=1.003, deg=0.00
Ep 098/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  96%|▉| 253/264 [06:27<00:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  96%|▉| 254/264 [06:27<00:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.52s/it, loss=0.612, mat=0.003, sens=0.873, deg=0.00
Ep 098/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.52s/it, loss=0.612, mat=0.003, sens=0.873, deg=0.00
Ep 098/100 [S4:finetune]:  97%|▉| 255/264 [06:30<00:13,  1.52s/it, loss=0.660, mat=0.003, sens=0.940, deg=0.00
Ep 098/100 [S4:finetune]:  97%|▉| 256/264 [06:30<00:12,  1.52s/it, loss=0.660, mat=0.003, sens=0.940, deg=0.00
Ep 098/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.52s/it, loss=0.584, mat=0.004, sens=0.833, deg=0.00
Ep 098/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.52s/it, loss=0.584, mat=0.004, sens=0.833, deg=0.00
Ep 098/100 [S4:finetune]:  97%|▉| 257/264 [06:33<00:10,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  98%|▉| 258/264 [06:33<00:09,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.626, mat=0.004, sens=0.893, deg=0.00
Ep 098/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.51s/it, loss=0.626, mat=0.004, sens=0.893, deg=0.00
Ep 098/100 [S4:finetune]:  98%|▉| 259/264 [06:36<00:07,  1.51s/it, loss=0.674, mat=0.003, sens=0.961, deg=0.00
Ep 098/100 [S4:finetune]:  98%|▉| 260/264 [06:36<00:06,  1.51s/it, loss=0.674, mat=0.003, sens=0.961, deg=0.00
Ep 098/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  99%|▉| 261/264 [06:39<00:04,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  99%|▉| 262/264 [06:39<00:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 098/100 [S4:finetune]: 100%|▉| 263/264 [06:42<00:01,  1.53s/it, loss=0.637, mat=0.002, sens=0.909, deg=0.00
Ep 098/100 [S4:finetune]: 100%|█| 264/264 [06:42<00:00,  1.53s/it, loss=0.637, mat=0.002, sens=0.909, deg=0.00
                                                                                                              
Epoch 098/100 [S4:finetune]  loss=0.3245  mat=0.0032  sens=0.4615  deg=0.0002  orth=0.0005  α=0.3 β=0.7 γ=0.2  402s

Ep 099/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 099/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 099/100 [S4:finetune]:   0%| | 1/264 [00:02<09:28,  2.16s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 099/100 [S4:finetune]:   0%| | 1/264 [00:03<09:28,  2.16s/it, loss=0.566, mat=0.003, sens=0.807, deg=0.000]
Ep 099/100 [S4:finetune]:   1%| | 2/264 [00:03<07:44,  1.77s/it, loss=0.566, mat=0.003, sens=0.807, deg=0.000]
Ep 099/100 [S4:finetune]:   1%| | 2/264 [00:05<07:44,  1.77s/it, loss=0.575, mat=0.002, sens=0.820, deg=0.000]
Ep 099/100 [S4:finetune]:   1%| | 3/264 [00:05<07:11,  1.65s/it, loss=0.575, mat=0.002, sens=0.820, deg=0.000]
Ep 099/100 [S4:finetune]:   1%| | 3/264 [00:06<07:11,  1.65s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001]
Ep 099/100 [S4:finetune]:   2%| | 4/264 [00:06<06:54,  1.59s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.001]
Ep 099/100 [S4:finetune]:   2%| | 4/264 [00:08<06:54,  1.59s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 099/100 [S4:finetune]:   2%| | 5/264 [00:08<06:44,  1.56s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 099/100 [S4:finetune]:   2%| | 5/264 [00:09<06:44,  1.56s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 099/100 [S4:finetune]:   2%| | 6/264 [00:09<06:38,  1.54s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000]
Ep 099/100 [S4:finetune]:   2%| | 6/264 [00:11<06:38,  1.54s/it, loss=0.592, mat=0.003, sens=0.844, deg=0.000]
Ep 099/100 [S4:finetune]:   3%| | 7/264 [00:11<06:33,  1.53s/it, loss=0.592, mat=0.003, sens=0.844, deg=0.000]
Ep 099/100 [S4:finetune]:   3%| | 7/264 [00:12<06:33,  1.53s/it, loss=0.577, mat=0.004, sens=0.821, deg=0.000]
Ep 099/100 [S4:finetune]:   3%| | 8/264 [00:12<06:29,  1.52s/it, loss=0.577, mat=0.004, sens=0.821, deg=0.000]
Ep 099/100 [S4:finetune]:   3%| | 8/264 [00:14<06:29,  1.52s/it, loss=0.671, mat=0.005, sens=0.956, deg=0.000]
Ep 099/100 [S4:finetune]:   3%| | 9/264 [00:14<06:27,  1.52s/it, loss=0.671, mat=0.005, sens=0.956, deg=0.000]
Ep 099/100 [S4:finetune]:   3%| | 9/264 [00:15<06:27,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000]
Ep 099/100 [S4:finetune]:   4%| | 10/264 [00:15<06:24,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   4%| | 10/264 [00:17<06:24,  1.51s/it, loss=0.570, mat=0.003, sens=0.813, deg=0.001
Ep 099/100 [S4:finetune]:   4%| | 11/264 [00:17<06:22,  1.51s/it, loss=0.570, mat=0.003, sens=0.813, deg=0.001
Ep 099/100 [S4:finetune]:   4%| | 11/264 [00:18<06:22,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   5%| | 12/264 [00:18<06:29,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   5%| | 12/264 [00:20<06:29,  1.55s/it, loss=0.538, mat=0.003, sens=0.767, deg=0.000
Ep 099/100 [S4:finetune]:   5%| | 13/264 [00:20<06:24,  1.53s/it, loss=0.538, mat=0.003, sens=0.767, deg=0.000
Ep 099/100 [S4:finetune]:   5%| | 13/264 [00:21<06:24,  1.53s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.000
Ep 099/100 [S4:finetune]:   5%| | 14/264 [00:21<06:20,  1.52s/it, loss=0.552, mat=0.003, sens=0.787, deg=0.000
Ep 099/100 [S4:finetune]:   5%| | 14/264 [00:23<06:20,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   6%| | 15/264 [00:23<06:17,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   6%| | 15/264 [00:24<06:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   6%| | 16/264 [00:24<06:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   6%| | 16/264 [00:26<06:16,  1.52s/it, loss=0.536, mat=0.002, sens=0.765, deg=0.000
Ep 099/100 [S4:finetune]:   6%| | 17/264 [00:26<06:14,  1.52s/it, loss=0.536, mat=0.002, sens=0.765, deg=0.000
Ep 099/100 [S4:finetune]:   6%| | 17/264 [00:27<06:14,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   7%| | 18/264 [00:27<06:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   7%| | 18/264 [00:29<06:12,  1.51s/it, loss=0.546, mat=0.005, sens=0.777, deg=0.000
Ep 099/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.546, mat=0.005, sens=0.777, deg=0.000
Ep 099/100 [S4:finetune]:   7%| | 19/264 [00:30<06:10,  1.51s/it, loss=0.497, mat=0.004, sens=0.707, deg=0.000
Ep 099/100 [S4:finetune]:   8%| | 20/264 [00:30<06:08,  1.51s/it, loss=0.497, mat=0.004, sens=0.707, deg=0.000
Ep 099/100 [S4:finetune]:   8%| | 20/264 [00:32<06:08,  1.51s/it, loss=0.551, mat=0.002, sens=0.785, deg=0.000
Ep 099/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.551, mat=0.002, sens=0.785, deg=0.000
Ep 099/100 [S4:finetune]:   8%| | 21/264 [00:33<06:07,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   8%| | 22/264 [00:33<06:05,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   8%| | 22/264 [00:35<06:05,  1.51s/it, loss=0.562, mat=0.004, sens=0.801, deg=0.000
Ep 099/100 [S4:finetune]:   9%| | 23/264 [00:35<06:03,  1.51s/it, loss=0.562, mat=0.004, sens=0.801, deg=0.000
Ep 099/100 [S4:finetune]:   9%| | 23/264 [00:36<06:03,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   9%| | 24/264 [00:36<06:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   9%| | 24/264 [00:38<06:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   9%| | 25/264 [00:38<06:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:   9%| | 25/264 [00:40<06:03,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.000
Ep 099/100 [S4:finetune]:  10%| | 26/264 [00:40<06:01,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.000
Ep 099/100 [S4:finetune]:  10%| | 26/264 [00:41<06:01,  1.52s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.000
Ep 099/100 [S4:finetune]:  10%| | 27/264 [00:41<06:00,  1.52s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.000
Ep 099/100 [S4:finetune]:  10%| | 27/264 [00:43<06:00,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  11%| | 28/264 [00:43<05:58,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  11%| | 28/264 [00:44<05:58,  1.52s/it, loss=0.575, mat=0.002, sens=0.820, deg=0.000
Ep 099/100 [S4:finetune]:  11%| | 29/264 [00:44<05:56,  1.52s/it, loss=0.575, mat=0.002, sens=0.820, deg=0.000
Ep 099/100 [S4:finetune]:  11%| | 29/264 [00:46<05:56,  1.52s/it, loss=0.495, mat=0.004, sens=0.704, deg=0.000
Ep 099/100 [S4:finetune]:  11%| | 30/264 [00:46<05:59,  1.54s/it, loss=0.495, mat=0.004, sens=0.704, deg=0.000
Ep 099/100 [S4:finetune]:  11%| | 30/264 [00:47<05:59,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  12%| | 31/264 [00:47<05:57,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  12%| | 31/264 [00:49<05:57,  1.53s/it, loss=0.507, mat=0.003, sens=0.722, deg=0.000
Ep 099/100 [S4:finetune]:  12%| | 32/264 [00:49<05:54,  1.53s/it, loss=0.507, mat=0.003, sens=0.722, deg=0.000
Ep 099/100 [S4:finetune]:  12%| | 32/264 [00:50<05:54,  1.53s/it, loss=0.645, mat=0.004, sens=0.920, deg=0.000
Ep 099/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:51,  1.52s/it, loss=0.645, mat=0.004, sens=0.920, deg=0.000
Ep 099/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:51,  1.52s/it, loss=0.536, mat=0.004, sens=0.763, deg=0.000
Ep 099/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:49,  1.52s/it, loss=0.536, mat=0.004, sens=0.763, deg=0.000
Ep 099/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:49,  1.52s/it, loss=0.547, mat=0.004, sens=0.779, deg=0.000
Ep 099/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:47,  1.52s/it, loss=0.547, mat=0.004, sens=0.779, deg=0.000
Ep 099/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:47,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:45,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:45,  1.51s/it, loss=0.537, mat=0.004, sens=0.765, deg=0.000
Ep 099/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:43,  1.51s/it, loss=0.537, mat=0.004, sens=0.765, deg=0.000
Ep 099/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:43,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:41,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:41,  1.51s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.000
Ep 099/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:40,  1.51s/it, loss=0.542, mat=0.003, sens=0.773, deg=0.000
Ep 099/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:40,  1.51s/it, loss=0.543, mat=0.003, sens=0.774, deg=0.000
Ep 099/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:38,  1.51s/it, loss=0.543, mat=0.003, sens=0.774, deg=0.000
Ep 099/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:38,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:36,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.001
Ep 099/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:34,  1.51s/it, loss=0.642, mat=0.003, sens=0.915, deg=0.001
Ep 099/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:34,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:33,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:33,  1.51s/it, loss=0.565, mat=0.003, sens=0.804, deg=0.000
Ep 099/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:36,  1.54s/it, loss=0.565, mat=0.003, sens=0.804, deg=0.000
Ep 099/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:36,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:33,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:33,  1.53s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.000
Ep 099/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:31,  1.53s/it, loss=0.634, mat=0.003, sens=0.904, deg=0.000
Ep 099/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:31,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  18%|▏| 48/264 [01:14<05:28,  1.52s/it, loss=0.650, mat=0.003, sens=0.927, deg=0.000
Ep 099/100 [S4:finetune]:  19%|▏| 49/264 [01:14<05:28,  1.53s/it, loss=0.650, mat=0.003, sens=0.927, deg=0.000
Ep 099/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:28,  1.53s/it, loss=0.606, mat=0.004, sens=0.863, deg=0.000
Ep 099/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:26,  1.53s/it, loss=0.606, mat=0.004, sens=0.863, deg=0.000
Ep 099/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:26,  1.53s/it, loss=0.570, mat=0.002, sens=0.813, deg=0.000
Ep 099/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:24,  1.52s/it, loss=0.570, mat=0.002, sens=0.813, deg=0.000
Ep 099/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:22,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:22,  1.52s/it, loss=0.628, mat=0.003, sens=0.894, deg=0.000
Ep 099/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:19,  1.52s/it, loss=0.628, mat=0.003, sens=0.894, deg=0.000
Ep 099/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:19,  1.52s/it, loss=0.555, mat=0.002, sens=0.792, deg=0.000
Ep 099/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:18,  1.52s/it, loss=0.555, mat=0.002, sens=0.792, deg=0.000
Ep 099/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:18,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:16,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:16,  1.51s/it, loss=0.537, mat=0.003, sens=0.765, deg=0.000
Ep 099/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:14,  1.51s/it, loss=0.537, mat=0.003, sens=0.765, deg=0.000
Ep 099/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:14,  1.51s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.000
Ep 099/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:17,  1.54s/it, loss=0.556, mat=0.003, sens=0.792, deg=0.000
Ep 099/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:17,  1.54s/it, loss=0.577, mat=0.003, sens=0.822, deg=0.000
Ep 099/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:15,  1.53s/it, loss=0.577, mat=0.003, sens=0.822, deg=0.000
Ep 099/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:15,  1.53s/it, loss=0.543, mat=0.003, sens=0.772, deg=0.000
Ep 099/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:13,  1.53s/it, loss=0.543, mat=0.003, sens=0.772, deg=0.000
Ep 099/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:13,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:10,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:10,  1.52s/it, loss=0.588, mat=0.002, sens=0.839, deg=0.000
Ep 099/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:08,  1.52s/it, loss=0.588, mat=0.002, sens=0.839, deg=0.000
Ep 099/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:08,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:06,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:06,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:04,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:04,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:01,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:01,  1.52s/it, loss=0.568, mat=0.002, sens=0.809, deg=0.000
Ep 099/100 [S4:finetune]:  25%|▎| 66/264 [01:40<04:59,  1.51s/it, loss=0.568, mat=0.002, sens=0.809, deg=0.000
Ep 099/100 [S4:finetune]:  25%|▎| 66/264 [01:42<04:59,  1.51s/it, loss=0.605, mat=0.003, sens=0.863, deg=0.000
Ep 099/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:59,  1.52s/it, loss=0.605, mat=0.003, sens=0.863, deg=0.000
Ep 099/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:59,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:57,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:57,  1.52s/it, loss=0.588, mat=0.004, sens=0.834, deg=0.000
Ep 099/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:55,  1.51s/it, loss=0.588, mat=0.004, sens=0.834, deg=0.000
Ep 099/100 [S4:finetune]:  26%|▎| 69/264 [01:46<04:55,  1.51s/it, loss=0.582, mat=0.003, sens=0.829, deg=0.000
Ep 099/100 [S4:finetune]:  27%|▎| 70/264 [01:46<04:54,  1.52s/it, loss=0.582, mat=0.003, sens=0.829, deg=0.000
Ep 099/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:54,  1.52s/it, loss=0.552, mat=0.004, sens=0.786, deg=0.000
Ep 099/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:52,  1.52s/it, loss=0.552, mat=0.004, sens=0.786, deg=0.000
Ep 099/100 [S4:finetune]:  27%|▎| 71/264 [01:49<04:52,  1.52s/it, loss=0.514, mat=0.002, sens=0.731, deg=0.000
Ep 099/100 [S4:finetune]:  27%|▎| 72/264 [01:49<04:51,  1.52s/it, loss=0.514, mat=0.002, sens=0.731, deg=0.000
Ep 099/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:51,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.000
Ep 099/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:51,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.000
Ep 099/100 [S4:finetune]:  28%|▎| 73/264 [01:52<04:51,  1.52s/it, loss=0.535, mat=0.002, sens=0.763, deg=0.000
Ep 099/100 [S4:finetune]:  28%|▎| 74/264 [01:52<04:49,  1.52s/it, loss=0.535, mat=0.002, sens=0.763, deg=0.000
Ep 099/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:49,  1.52s/it, loss=0.535, mat=0.003, sens=0.762, deg=0.000
Ep 099/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:51,  1.54s/it, loss=0.535, mat=0.003, sens=0.762, deg=0.000
Ep 099/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:51,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:48,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:48,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:45,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:45,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:40,  1.52s/it, loss=0.548, mat=0.003, sens=0.781, deg=0.000
Ep 099/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:38,  1.52s/it, loss=0.548, mat=0.003, sens=0.781, deg=0.000
Ep 099/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:38,  1.52s/it, loss=0.524, mat=0.003, sens=0.747, deg=0.000
Ep 099/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:37,  1.52s/it, loss=0.524, mat=0.003, sens=0.747, deg=0.000
Ep 099/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:37,  1.52s/it, loss=0.560, mat=0.002, sens=0.799, deg=0.000
Ep 099/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:35,  1.51s/it, loss=0.560, mat=0.002, sens=0.799, deg=0.000
Ep 099/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:35,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:34,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:32,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:32,  1.51s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.000
Ep 099/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.000
Ep 099/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:31,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:29,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:29,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:27,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:27,  1.51s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.000
Ep 099/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:26,  1.51s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.000
Ep 099/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.51s/it, loss=0.557, mat=0.004, sens=0.793, deg=0.000
Ep 099/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:28,  1.54s/it, loss=0.557, mat=0.004, sens=0.793, deg=0.000
Ep 099/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:28,  1.54s/it, loss=0.601, mat=0.002, sens=0.858, deg=0.000
Ep 099/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:25,  1.53s/it, loss=0.601, mat=0.002, sens=0.858, deg=0.000
Ep 099/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:25,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:23,  1.52s/it, loss=0.548, mat=0.004, sens=0.781, deg=0.000
Ep 099/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:21,  1.52s/it, loss=0.548, mat=0.004, sens=0.781, deg=0.000
Ep 099/100 [S4:finetune]:  35%|▎| 92/264 [02:21<04:21,  1.52s/it, loss=0.544, mat=0.002, sens=0.776, deg=0.000
Ep 099/100 [S4:finetune]:  35%|▎| 93/264 [02:21<04:19,  1.52s/it, loss=0.544, mat=0.002, sens=0.776, deg=0.000
Ep 099/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:19,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:18,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  36%|▎| 94/264 [02:24<04:18,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  36%|▎| 95/264 [02:24<04:16,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:16,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  36%|▎| 96/264 [02:27<04:14,  1.51s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.000
Ep 099/100 [S4:finetune]:  37%|▎| 97/264 [02:27<04:14,  1.53s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.000
Ep 099/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:14,  1.53s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.000
Ep 099/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:14,  1.53s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.000
Ep 099/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:14,  1.53s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.000
Ep 099/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:12,  1.53s/it, loss=0.594, mat=0.003, sens=0.846, deg=0.000
Ep 099/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:12,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 099/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:09,  1.52s/it, loss=0.572, mat=0.003, sens=0.810, deg=0.00
Ep 099/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:11,  1.54s/it, loss=0.572, mat=0.003, sens=0.810, deg=0.00
Ep 099/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:11,  1.54s/it, loss=0.533, mat=0.003, sens=0.761, deg=0.00
Ep 099/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:08,  1.54s/it, loss=0.533, mat=0.003, sens=0.761, deg=0.00
Ep 099/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:08,  1.54s/it, loss=0.543, mat=0.002, sens=0.775, deg=0.00
Ep 099/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:06,  1.53s/it, loss=0.543, mat=0.002, sens=0.775, deg=0.00
Ep 099/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:06,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:04,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:04,  1.53s/it, loss=0.562, mat=0.002, sens=0.801, deg=0.00
Ep 099/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:01,  1.52s/it, loss=0.562, mat=0.002, sens=0.801, deg=0.00
Ep 099/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:01,  1.52s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.00
Ep 099/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:00,  1.52s/it, loss=0.576, mat=0.003, sens=0.821, deg=0.00
Ep 099/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:58,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:58,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:56,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:56,  1.52s/it, loss=0.552, mat=0.004, sens=0.787, deg=0.00
Ep 099/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.552, mat=0.004, sens=0.787, deg=0.00
Ep 099/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:55,  1.52s/it, loss=0.576, mat=0.003, sens=0.822, deg=0.00
Ep 099/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:54,  1.52s/it, loss=0.576, mat=0.003, sens=0.822, deg=0.00
Ep 099/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:54,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:52,  1.52s/it, loss=0.569, mat=0.003, sens=0.812, deg=0.00
Ep 099/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:50,  1.52s/it, loss=0.569, mat=0.003, sens=0.812, deg=0.00
Ep 099/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:47,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:47,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:45,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  44%|▍| 115/264 [02:56<03:45,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  44%|▍| 116/264 [02:56<03:43,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:43,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  44%|▍| 117/264 [02:59<03:42,  1.51s/it, loss=0.569, mat=0.004, sens=0.812, deg=0.00
Ep 099/100 [S4:finetune]:  45%|▍| 118/264 [02:59<03:40,  1.51s/it, loss=0.569, mat=0.004, sens=0.812, deg=0.00
Ep 099/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:40,  1.51s/it, loss=0.586, mat=0.005, sens=0.835, deg=0.00
Ep 099/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:42,  1.54s/it, loss=0.586, mat=0.005, sens=0.835, deg=0.00
Ep 099/100 [S4:finetune]:  45%|▍| 119/264 [03:02<03:42,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  45%|▍| 120/264 [03:02<03:39,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:39,  1.53s/it, loss=0.620, mat=0.004, sens=0.884, deg=0.00
Ep 099/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:38,  1.53s/it, loss=0.620, mat=0.004, sens=0.884, deg=0.00
Ep 099/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:38,  1.53s/it, loss=0.542, mat=0.004, sens=0.772, deg=0.00
Ep 099/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:36,  1.53s/it, loss=0.542, mat=0.004, sens=0.772, deg=0.00
Ep 099/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:36,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:34,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:34,  1.52s/it, loss=0.504, mat=0.003, sens=0.718, deg=0.00
Ep 099/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:32,  1.52s/it, loss=0.504, mat=0.003, sens=0.718, deg=0.00
Ep 099/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:32,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:30,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:28,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:28,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:27,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:27,  1.51s/it, loss=0.558, mat=0.002, sens=0.796, deg=0.00
Ep 099/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:25,  1.51s/it, loss=0.558, mat=0.002, sens=0.796, deg=0.00
Ep 099/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:25,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:24,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:24,  1.51s/it, loss=0.001, mat=0.005, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:22,  1.51s/it, loss=0.001, mat=0.005, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:22,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:20,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:19,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.563, mat=0.002, sens=0.804, deg=0.00
Ep 099/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:18,  1.51s/it, loss=0.563, mat=0.002, sens=0.804, deg=0.00
Ep 099/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:18,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:19,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:19,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:17,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:17,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:14,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:14,  1.52s/it, loss=0.546, mat=0.003, sens=0.779, deg=0.00
Ep 099/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.52s/it, loss=0.546, mat=0.003, sens=0.779, deg=0.00
Ep 099/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.52s/it, loss=0.547, mat=0.004, sens=0.780, deg=0.00
Ep 099/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:10,  1.52s/it, loss=0.547, mat=0.004, sens=0.780, deg=0.00
Ep 099/100 [S4:finetune]:  52%|▌| 138/264 [03:31<03:10,  1.52s/it, loss=0.585, mat=0.004, sens=0.834, deg=0.00
Ep 099/100 [S4:finetune]:  53%|▌| 139/264 [03:31<03:09,  1.51s/it, loss=0.585, mat=0.004, sens=0.834, deg=0.00
Ep 099/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:09,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.00
Ep 099/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:07,  1.51s/it, loss=0.606, mat=0.003, sens=0.863, deg=0.00
Ep 099/100 [S4:finetune]:  53%|▌| 140/264 [03:34<03:07,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  53%|▌| 141/264 [03:34<03:05,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:05,  1.51s/it, loss=0.554, mat=0.003, sens=0.789, deg=0.00
Ep 099/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:04,  1.51s/it, loss=0.554, mat=0.003, sens=0.789, deg=0.00
Ep 099/100 [S4:finetune]:  54%|▌| 142/264 [03:37<03:04,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  54%|▌| 143/264 [03:37<03:03,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:03,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:01,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  55%|▌| 144/264 [03:40<03:01,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  55%|▌| 145/264 [03:40<02:59,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  55%|▌| 145/264 [03:42<02:59,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  55%|▌| 146/264 [03:42<03:03,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  55%|▌| 146/264 [03:44<03:03,  1.55s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  56%|▌| 147/264 [03:44<03:00,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  56%|▌| 147/264 [03:45<03:00,  1.54s/it, loss=0.573, mat=0.005, sens=0.817, deg=0.00
Ep 099/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:58,  1.54s/it, loss=0.573, mat=0.005, sens=0.817, deg=0.00
Ep 099/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:58,  1.54s/it, loss=0.531, mat=0.002, sens=0.757, deg=0.00
Ep 099/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:55,  1.53s/it, loss=0.531, mat=0.002, sens=0.757, deg=0.00
Ep 099/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:55,  1.53s/it, loss=0.544, mat=0.004, sens=0.776, deg=0.00
Ep 099/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:53,  1.52s/it, loss=0.544, mat=0.004, sens=0.776, deg=0.00
Ep 099/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:53,  1.52s/it, loss=0.559, mat=0.004, sens=0.796, deg=0.00
Ep 099/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:51,  1.52s/it, loss=0.559, mat=0.004, sens=0.796, deg=0.00
Ep 099/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:51,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:49,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:49,  1.52s/it, loss=0.554, mat=0.004, sens=0.790, deg=0.00
Ep 099/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:48,  1.51s/it, loss=0.554, mat=0.004, sens=0.790, deg=0.00
Ep 099/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:48,  1.51s/it, loss=0.556, mat=0.002, sens=0.793, deg=0.00
Ep 099/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:46,  1.52s/it, loss=0.556, mat=0.002, sens=0.793, deg=0.00
Ep 099/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:46,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:44,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:44,  1.51s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.00
Ep 099/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:43,  1.51s/it, loss=0.604, mat=0.003, sens=0.861, deg=0.00
Ep 099/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:43,  1.51s/it, loss=0.540, mat=0.002, sens=0.769, deg=0.00
Ep 099/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:41,  1.51s/it, loss=0.540, mat=0.002, sens=0.769, deg=0.00
Ep 099/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:41,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:39,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:37,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:37,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:35,  1.51s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.00
Ep 099/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.51s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.00
Ep 099/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:34,  1.51s/it, loss=0.554, mat=0.003, sens=0.790, deg=0.00
Ep 099/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:33,  1.52s/it, loss=0.554, mat=0.003, sens=0.790, deg=0.00
Ep 099/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:33,  1.52s/it, loss=0.580, mat=0.003, sens=0.827, deg=0.00
Ep 099/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.52s/it, loss=0.580, mat=0.003, sens=0.827, deg=0.00
Ep 099/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:31,  1.52s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:32,  1.54s/it, loss=0.003, mat=0.005, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  62%|▋| 165/264 [04:12<02:32,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  63%|▋| 166/264 [04:12<02:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:29,  1.53s/it, loss=0.552, mat=0.004, sens=0.787, deg=0.00
Ep 099/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:27,  1.52s/it, loss=0.552, mat=0.004, sens=0.787, deg=0.00
Ep 099/100 [S4:finetune]:  63%|▋| 167/264 [04:15<02:27,  1.52s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.00
Ep 099/100 [S4:finetune]:  64%|▋| 168/264 [04:15<02:25,  1.52s/it, loss=0.570, mat=0.004, sens=0.812, deg=0.00
Ep 099/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  64%|▋| 169/264 [04:18<02:23,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  64%|▋| 170/264 [04:18<02:23,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:23,  1.53s/it, loss=0.557, mat=0.002, sens=0.795, deg=0.00
Ep 099/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.53s/it, loss=0.557, mat=0.002, sens=0.795, deg=0.00
Ep 099/100 [S4:finetune]:  65%|▋| 171/264 [04:21<02:21,  1.53s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.00
Ep 099/100 [S4:finetune]:  65%|▋| 172/264 [04:21<02:19,  1.52s/it, loss=0.589, mat=0.003, sens=0.839, deg=0.00
Ep 099/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:19,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:17,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  66%|▋| 173/264 [04:24<02:17,  1.52s/it, loss=0.541, mat=0.003, sens=0.770, deg=0.00
Ep 099/100 [S4:finetune]:  66%|▋| 174/264 [04:24<02:16,  1.51s/it, loss=0.541, mat=0.003, sens=0.770, deg=0.00
Ep 099/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:16,  1.51s/it, loss=0.591, mat=0.004, sens=0.842, deg=0.00
Ep 099/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:14,  1.51s/it, loss=0.591, mat=0.004, sens=0.842, deg=0.00
Ep 099/100 [S4:finetune]:  66%|▋| 175/264 [04:27<02:14,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  67%|▋| 176/264 [04:27<02:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:11,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:09,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:09,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:10,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:10,  1.53s/it, loss=0.543, mat=0.003, sens=0.773, deg=0.00
Ep 099/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:08,  1.53s/it, loss=0.543, mat=0.003, sens=0.773, deg=0.00
Ep 099/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:08,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:06,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:04,  1.52s/it, loss=0.525, mat=0.002, sens=0.749, deg=0.00
Ep 099/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:02,  1.52s/it, loss=0.525, mat=0.002, sens=0.749, deg=0.00
Ep 099/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:02,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:01,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:01,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  70%|▋| 185/264 [04:41<01:59,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  70%|▋| 185/264 [04:43<01:59,  1.52s/it, loss=0.543, mat=0.002, sens=0.775, deg=0.00
Ep 099/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.51s/it, loss=0.543, mat=0.002, sens=0.775, deg=0.00
Ep 099/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:58,  1.51s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.00
Ep 099/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.51s/it, loss=0.536, mat=0.003, sens=0.764, deg=0.00
Ep 099/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:56,  1.51s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.00
Ep 099/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:54,  1.51s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.00
Ep 099/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:54,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:53,  1.51s/it, loss=0.546, mat=0.003, sens=0.779, deg=0.00
Ep 099/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:51,  1.51s/it, loss=0.546, mat=0.003, sens=0.779, deg=0.00
Ep 099/100 [S4:finetune]:  72%|▋| 190/264 [04:50<01:51,  1.51s/it, loss=0.545, mat=0.004, sens=0.777, deg=0.00
Ep 099/100 [S4:finetune]:  72%|▋| 191/264 [04:50<01:52,  1.53s/it, loss=0.545, mat=0.004, sens=0.777, deg=0.00
Ep 099/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:52,  1.53s/it, loss=0.536, mat=0.004, sens=0.763, deg=0.00
Ep 099/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.53s/it, loss=0.536, mat=0.004, sens=0.763, deg=0.00
Ep 099/100 [S4:finetune]:  73%|▋| 192/264 [04:53<01:49,  1.53s/it, loss=0.549, mat=0.003, sens=0.783, deg=0.00
Ep 099/100 [S4:finetune]:  73%|▋| 193/264 [04:53<01:48,  1.52s/it, loss=0.549, mat=0.003, sens=0.783, deg=0.00
Ep 099/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:48,  1.52s/it, loss=0.565, mat=0.004, sens=0.805, deg=0.00
Ep 099/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:46,  1.53s/it, loss=0.565, mat=0.004, sens=0.805, deg=0.00
Ep 099/100 [S4:finetune]:  73%|▋| 194/264 [04:56<01:46,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  74%|▋| 195/264 [04:56<01:45,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:45,  1.53s/it, loss=0.545, mat=0.002, sens=0.777, deg=0.00
Ep 099/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:43,  1.52s/it, loss=0.545, mat=0.002, sens=0.777, deg=0.00
Ep 099/100 [S4:finetune]:  74%|▋| 196/264 [04:59<01:43,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  75%|▋| 197/264 [04:59<01:41,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:41,  1.52s/it, loss=0.515, mat=0.003, sens=0.734, deg=0.00
Ep 099/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:40,  1.52s/it, loss=0.515, mat=0.003, sens=0.734, deg=0.00
Ep 099/100 [S4:finetune]:  75%|▊| 198/264 [05:02<01:40,  1.52s/it, loss=0.526, mat=0.002, sens=0.750, deg=0.00
Ep 099/100 [S4:finetune]:  75%|▊| 199/264 [05:02<01:38,  1.52s/it, loss=0.526, mat=0.002, sens=0.750, deg=0.00
Ep 099/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:38,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:36,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  76%|▊| 200/264 [05:05<01:36,  1.51s/it, loss=0.507, mat=0.003, sens=0.722, deg=0.00
Ep 099/100 [S4:finetune]:  76%|▊| 201/264 [05:05<01:35,  1.51s/it, loss=0.507, mat=0.003, sens=0.722, deg=0.00
Ep 099/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:33,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  77%|▊| 202/264 [05:08<01:33,  1.51s/it, loss=0.521, mat=0.003, sens=0.742, deg=0.00
Ep 099/100 [S4:finetune]:  77%|▊| 203/264 [05:08<01:32,  1.51s/it, loss=0.521, mat=0.003, sens=0.742, deg=0.00
Ep 099/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.51s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.00
Ep 099/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.51s/it, loss=0.590, mat=0.003, sens=0.840, deg=0.00
Ep 099/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:30,  1.51s/it, loss=0.552, mat=0.003, sens=0.788, deg=0.00
Ep 099/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.51s/it, loss=0.552, mat=0.003, sens=0.788, deg=0.00
Ep 099/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.51s/it, loss=0.535, mat=0.002, sens=0.762, deg=0.00
Ep 099/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.535, mat=0.002, sens=0.762, deg=0.00
Ep 099/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:27,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.51s/it, loss=0.539, mat=0.003, sens=0.768, deg=0.00
Ep 099/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.539, mat=0.003, sens=0.768, deg=0.00
Ep 099/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:24,  1.51s/it, loss=0.506, mat=0.004, sens=0.722, deg=0.00
Ep 099/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:24,  1.54s/it, loss=0.506, mat=0.004, sens=0.722, deg=0.00
Ep 099/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:24,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:22,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:22,  1.53s/it, loss=0.521, mat=0.003, sens=0.743, deg=0.00
Ep 099/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.52s/it, loss=0.521, mat=0.003, sens=0.743, deg=0.00
Ep 099/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:19,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:19,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:17,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  81%|▊| 213/264 [05:25<01:17,  1.52s/it, loss=0.525, mat=0.004, sens=0.748, deg=0.00
Ep 099/100 [S4:finetune]:  81%|▊| 214/264 [05:25<01:15,  1.52s/it, loss=0.525, mat=0.004, sens=0.748, deg=0.00
Ep 099/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:15,  1.52s/it, loss=0.571, mat=0.004, sens=0.814, deg=0.00
Ep 099/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.52s/it, loss=0.571, mat=0.004, sens=0.814, deg=0.00
Ep 099/100 [S4:finetune]:  81%|▊| 215/264 [05:28<01:14,  1.52s/it, loss=0.549, mat=0.004, sens=0.782, deg=0.00
Ep 099/100 [S4:finetune]:  82%|▊| 216/264 [05:28<01:12,  1.51s/it, loss=0.549, mat=0.004, sens=0.782, deg=0.00
Ep 099/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:12,  1.51s/it, loss=0.549, mat=0.002, sens=0.782, deg=0.00
Ep 099/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.51s/it, loss=0.549, mat=0.002, sens=0.782, deg=0.00
Ep 099/100 [S4:finetune]:  82%|▊| 217/264 [05:31<01:11,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  83%|▊| 218/264 [05:31<01:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:08,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  83%|▊| 219/264 [05:34<01:08,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  83%|▊| 220/264 [05:34<01:06,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:06,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.00
Ep 099/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:05,  1.52s/it, loss=0.573, mat=0.003, sens=0.817, deg=0.00
Ep 099/100 [S4:finetune]:  84%|▊| 221/264 [05:37<01:05,  1.52s/it, loss=0.592, mat=0.004, sens=0.844, deg=0.00
Ep 099/100 [S4:finetune]:  84%|▊| 222/264 [05:37<01:03,  1.52s/it, loss=0.592, mat=0.004, sens=0.844, deg=0.00
Ep 099/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:02,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  84%|▊| 223/264 [05:40<01:02,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  85%|▊| 224/264 [05:40<01:01,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:01,  1.54s/it, loss=0.583, mat=0.003, sens=0.832, deg=0.00
Ep 099/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.53s/it, loss=0.583, mat=0.003, sens=0.832, deg=0.00
Ep 099/100 [S4:finetune]:  85%|▊| 225/264 [05:43<00:59,  1.53s/it, loss=0.603, mat=0.003, sens=0.860, deg=0.00
Ep 099/100 [S4:finetune]:  86%|▊| 226/264 [05:43<00:57,  1.53s/it, loss=0.603, mat=0.003, sens=0.860, deg=0.00
Ep 099/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  86%|▊| 227/264 [05:46<00:56,  1.52s/it, loss=0.608, mat=0.003, sens=0.867, deg=0.00
Ep 099/100 [S4:finetune]:  86%|▊| 228/264 [05:46<00:54,  1.52s/it, loss=0.608, mat=0.003, sens=0.867, deg=0.00
Ep 099/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:54,  1.52s/it, loss=0.673, mat=0.005, sens=0.958, deg=0.00
Ep 099/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.52s/it, loss=0.673, mat=0.005, sens=0.958, deg=0.00
Ep 099/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:50,  1.52s/it, loss=0.531, mat=0.002, sens=0.758, deg=0.00
Ep 099/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.52s/it, loss=0.531, mat=0.002, sens=0.758, deg=0.00
Ep 099/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:47,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:47,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.52s/it, loss=0.003, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.644, mat=0.003, sens=0.918, deg=0.00
Ep 099/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.51s/it, loss=0.644, mat=0.003, sens=0.918, deg=0.00
Ep 099/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:43,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:43,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:43,  1.54s/it, loss=0.606, mat=0.002, sens=0.864, deg=0.00
Ep 099/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:41,  1.53s/it, loss=0.606, mat=0.002, sens=0.864, deg=0.00
Ep 099/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:41,  1.53s/it, loss=0.617, mat=0.004, sens=0.879, deg=0.00
Ep 099/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.617, mat=0.004, sens=0.879, deg=0.00
Ep 099/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.693, mat=0.004, sens=0.987, deg=0.00
Ep 099/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:38,  1.52s/it, loss=0.693, mat=0.004, sens=0.987, deg=0.00
Ep 099/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:38,  1.52s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.00
Ep 099/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.52s/it, loss=0.598, mat=0.003, sens=0.852, deg=0.00
Ep 099/100 [S4:finetune]:  91%|▉| 240/264 [06:06<00:36,  1.52s/it, loss=0.620, mat=0.003, sens=0.881, deg=0.00
Ep 099/100 [S4:finetune]:  91%|▉| 241/264 [06:06<00:34,  1.52s/it, loss=0.620, mat=0.003, sens=0.881, deg=0.00
Ep 099/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:34,  1.52s/it, loss=0.567, mat=0.002, sens=0.809, deg=0.00
Ep 099/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.52s/it, loss=0.567, mat=0.002, sens=0.809, deg=0.00
Ep 099/100 [S4:finetune]:  92%|▉| 242/264 [06:09<00:33,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  92%|▉| 243/264 [06:09<00:32,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:32,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  92%|▉| 244/264 [06:12<00:30,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  93%|▉| 245/264 [06:12<00:28,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:28,  1.52s/it, loss=0.604, mat=0.003, sens=0.862, deg=0.00
Ep 099/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.52s/it, loss=0.604, mat=0.003, sens=0.862, deg=0.00
Ep 099/100 [S4:finetune]:  93%|▉| 246/264 [06:15<00:27,  1.52s/it, loss=0.605, mat=0.003, sens=0.863, deg=0.00
Ep 099/100 [S4:finetune]:  94%|▉| 247/264 [06:15<00:25,  1.52s/it, loss=0.605, mat=0.003, sens=0.863, deg=0.00
Ep 099/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  94%|▉| 248/264 [06:18<00:24,  1.52s/it, loss=0.536, mat=0.003, sens=0.763, deg=0.00
Ep 099/100 [S4:finetune]:  94%|▉| 249/264 [06:18<00:22,  1.52s/it, loss=0.536, mat=0.003, sens=0.763, deg=0.00
Ep 099/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  95%|▉| 250/264 [06:21<00:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  95%|▉| 251/264 [06:21<00:19,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.51s/it, loss=0.625, mat=0.004, sens=0.890, deg=0.00
Ep 099/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.625, mat=0.004, sens=0.890, deg=0.00
Ep 099/100 [S4:finetune]:  95%|▉| 252/264 [06:24<00:18,  1.51s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.00
Ep 099/100 [S4:finetune]:  96%|▉| 253/264 [06:24<00:16,  1.51s/it, loss=0.599, mat=0.003, sens=0.854, deg=0.00
Ep 099/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.51s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.00
Ep 099/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.54s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.00
Ep 099/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.53s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 099/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.53s/it, loss=0.601, mat=0.003, sens=0.856, deg=0.00
Ep 099/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.52s/it, loss=0.565, mat=0.002, sens=0.805, deg=0.00
Ep 099/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.52s/it, loss=0.565, mat=0.002, sens=0.805, deg=0.00
Ep 099/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 099/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.52s/it, loss=0.532, mat=0.003, sens=0.758, deg=0.00
Ep 099/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.52s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 099/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 099/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 099/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.00
Ep 099/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.00
Ep 099/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.544, mat=0.003, sens=0.774, deg=0.00
Ep 099/100 [S4:finetune]: 100%|█| 264/264 [06:41<00:00,  1.52s/it, loss=0.544, mat=0.003, sens=0.774, deg=0.00
                                                                                                              
Epoch 099/100 [S4:finetune]  loss=0.3130  mat=0.0032  sens=0.4452  deg=0.0001  orth=0.0004  α=0.3 β=0.7 γ=0.2  402s

Ep 100/100 [S4:finetune]:   0%|                                                       | 0/264 [00:00<?, ?it/s]
Ep 100/100 [S4:finetune]:   0%|         | 0/264 [00:02<?, ?it/s, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 100/100 [S4:finetune]:   0%| | 1/264 [00:02<09:52,  2.25s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 100/100 [S4:finetune]:   0%| | 1/264 [00:03<09:52,  2.25s/it, loss=0.551, mat=0.003, sens=0.785, deg=0.000]
Ep 100/100 [S4:finetune]:   1%| | 2/264 [00:03<08:00,  1.83s/it, loss=0.551, mat=0.003, sens=0.785, deg=0.000]
Ep 100/100 [S4:finetune]:   1%| | 2/264 [00:05<08:00,  1.83s/it, loss=0.609, mat=0.003, sens=0.868, deg=0.001]
Ep 100/100 [S4:finetune]:   1%| | 3/264 [00:05<07:20,  1.69s/it, loss=0.609, mat=0.003, sens=0.868, deg=0.001]
Ep 100/100 [S4:finetune]:   1%| | 3/264 [00:06<07:20,  1.69s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 100/100 [S4:finetune]:   2%| | 4/264 [00:06<06:59,  1.62s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 100/100 [S4:finetune]:   2%| | 4/264 [00:08<06:59,  1.62s/it, loss=0.548, mat=0.004, sens=0.781, deg=0.000]
Ep 100/100 [S4:finetune]:   2%| | 5/264 [00:08<06:58,  1.62s/it, loss=0.548, mat=0.004, sens=0.781, deg=0.000]
Ep 100/100 [S4:finetune]:   2%| | 5/264 [00:09<06:58,  1.62s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.000]
Ep 100/100 [S4:finetune]:   2%| | 6/264 [00:09<06:47,  1.58s/it, loss=0.581, mat=0.003, sens=0.828, deg=0.000]
Ep 100/100 [S4:finetune]:   2%| | 6/264 [00:11<06:47,  1.58s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 100/100 [S4:finetune]:   3%| | 7/264 [00:11<06:39,  1.55s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 100/100 [S4:finetune]:   3%| | 7/264 [00:12<06:39,  1.55s/it, loss=0.540, mat=0.004, sens=0.769, deg=0.000]
Ep 100/100 [S4:finetune]:   3%| | 8/264 [00:12<06:33,  1.54s/it, loss=0.540, mat=0.004, sens=0.769, deg=0.000]
Ep 100/100 [S4:finetune]:   3%| | 8/264 [00:14<06:33,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 100/100 [S4:finetune]:   3%| | 9/264 [00:14<06:29,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000]
Ep 100/100 [S4:finetune]:   3%| | 9/264 [00:15<06:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000]
Ep 100/100 [S4:finetune]:   4%| | 10/264 [00:15<06:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:   4%| | 10/264 [00:17<06:25,  1.52s/it, loss=0.547, mat=0.002, sens=0.780, deg=0.000
Ep 100/100 [S4:finetune]:   4%| | 11/264 [00:17<06:23,  1.52s/it, loss=0.547, mat=0.002, sens=0.780, deg=0.000
Ep 100/100 [S4:finetune]:   4%| | 11/264 [00:18<06:23,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:   5%| | 12/264 [00:18<06:21,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:   5%| | 12/264 [00:20<06:21,  1.51s/it, loss=0.516, mat=0.004, sens=0.734, deg=0.000
Ep 100/100 [S4:finetune]:   5%| | 13/264 [00:20<06:19,  1.51s/it, loss=0.516, mat=0.004, sens=0.734, deg=0.000
Ep 100/100 [S4:finetune]:   5%| | 13/264 [00:21<06:19,  1.51s/it, loss=0.512, mat=0.004, sens=0.729, deg=0.000
Ep 100/100 [S4:finetune]:   5%| | 14/264 [00:21<06:17,  1.51s/it, loss=0.512, mat=0.004, sens=0.729, deg=0.000
Ep 100/100 [S4:finetune]:   5%| | 14/264 [00:23<06:17,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:   6%| | 15/264 [00:23<06:15,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:   6%| | 15/264 [00:25<06:15,  1.51s/it, loss=0.524, mat=0.003, sens=0.747, deg=0.000
Ep 100/100 [S4:finetune]:   6%| | 16/264 [00:25<06:19,  1.53s/it, loss=0.524, mat=0.003, sens=0.747, deg=0.000
Ep 100/100 [S4:finetune]:   6%| | 16/264 [00:26<06:19,  1.53s/it, loss=0.509, mat=0.004, sens=0.725, deg=0.000
Ep 100/100 [S4:finetune]:   6%| | 17/264 [00:26<06:16,  1.52s/it, loss=0.509, mat=0.004, sens=0.725, deg=0.000
Ep 100/100 [S4:finetune]:   6%| | 17/264 [00:28<06:16,  1.52s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.000
Ep 100/100 [S4:finetune]:   7%| | 18/264 [00:28<06:13,  1.52s/it, loss=0.525, mat=0.003, sens=0.748, deg=0.000
Ep 100/100 [S4:finetune]:   7%| | 18/264 [00:29<06:13,  1.52s/it, loss=0.561, mat=0.002, sens=0.800, deg=0.000
Ep 100/100 [S4:finetune]:   7%| | 19/264 [00:29<06:10,  1.51s/it, loss=0.561, mat=0.002, sens=0.800, deg=0.000
Ep 100/100 [S4:finetune]:   7%| | 19/264 [00:31<06:10,  1.51s/it, loss=0.540, mat=0.004, sens=0.769, deg=0.000
Ep 100/100 [S4:finetune]:   8%| | 20/264 [00:31<06:08,  1.51s/it, loss=0.540, mat=0.004, sens=0.769, deg=0.000
Ep 100/100 [S4:finetune]:   8%| | 20/264 [00:32<06:08,  1.51s/it, loss=0.586, mat=0.003, sens=0.832, deg=0.000
Ep 100/100 [S4:finetune]:   8%| | 21/264 [00:32<06:07,  1.51s/it, loss=0.586, mat=0.003, sens=0.832, deg=0.000
Ep 100/100 [S4:finetune]:   8%| | 21/264 [00:34<06:07,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:   8%| | 22/264 [00:34<06:05,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:   8%| | 22/264 [00:35<06:05,  1.51s/it, loss=0.570, mat=0.003, sens=0.810, deg=0.000
Ep 100/100 [S4:finetune]:   9%| | 23/264 [00:35<06:03,  1.51s/it, loss=0.570, mat=0.003, sens=0.810, deg=0.000
Ep 100/100 [S4:finetune]:   9%| | 23/264 [00:37<06:03,  1.51s/it, loss=0.516, mat=0.003, sens=0.733, deg=0.000
Ep 100/100 [S4:finetune]:   9%| | 24/264 [00:37<06:01,  1.51s/it, loss=0.516, mat=0.003, sens=0.733, deg=0.000
Ep 100/100 [S4:finetune]:   9%| | 24/264 [00:38<06:01,  1.51s/it, loss=0.519, mat=0.003, sens=0.738, deg=0.000
Ep 100/100 [S4:finetune]:   9%| | 25/264 [00:38<06:00,  1.51s/it, loss=0.519, mat=0.003, sens=0.738, deg=0.000
Ep 100/100 [S4:finetune]:   9%| | 25/264 [00:40<06:00,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  10%| | 26/264 [00:40<05:58,  1.51s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  10%| | 26/264 [00:41<05:58,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 100/100 [S4:finetune]:  10%| | 27/264 [00:41<05:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.001
Ep 100/100 [S4:finetune]:  10%| | 27/264 [00:43<05:57,  1.51s/it, loss=0.534, mat=0.003, sens=0.760, deg=0.000
Ep 100/100 [S4:finetune]:  11%| | 28/264 [00:43<05:58,  1.52s/it, loss=0.534, mat=0.003, sens=0.760, deg=0.000
Ep 100/100 [S4:finetune]:  11%| | 28/264 [00:44<05:58,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  11%| | 29/264 [00:44<05:57,  1.52s/it, loss=0.001, mat=0.001, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  11%| | 29/264 [00:46<05:57,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  11%| | 30/264 [00:46<05:54,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  11%| | 30/264 [00:47<05:54,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  12%| | 31/264 [00:47<05:52,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  12%| | 31/264 [00:49<05:52,  1.51s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.000
Ep 100/100 [S4:finetune]:  12%| | 32/264 [00:49<05:50,  1.51s/it, loss=0.563, mat=0.004, sens=0.802, deg=0.000
Ep 100/100 [S4:finetune]:  12%| | 32/264 [00:50<05:50,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  12%|▏| 33/264 [00:50<05:49,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  12%|▏| 33/264 [00:52<05:49,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  13%|▏| 34/264 [00:52<05:53,  1.54s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  13%|▏| 34/264 [00:53<05:53,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  13%|▏| 35/264 [00:53<05:49,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  13%|▏| 35/264 [00:55<05:49,  1.53s/it, loss=0.615, mat=0.003, sens=0.874, deg=0.000
Ep 100/100 [S4:finetune]:  14%|▏| 36/264 [00:55<05:46,  1.52s/it, loss=0.615, mat=0.003, sens=0.874, deg=0.000
Ep 100/100 [S4:finetune]:  14%|▏| 36/264 [00:56<05:46,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  14%|▏| 37/264 [00:56<05:44,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  14%|▏| 37/264 [00:58<05:44,  1.52s/it, loss=0.532, mat=0.003, sens=0.753, deg=0.000
Ep 100/100 [S4:finetune]:  14%|▏| 38/264 [00:58<05:42,  1.52s/it, loss=0.532, mat=0.003, sens=0.753, deg=0.000
Ep 100/100 [S4:finetune]:  14%|▏| 38/264 [00:59<05:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  15%|▏| 39/264 [00:59<05:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  15%|▏| 39/264 [01:01<05:40,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  15%|▏| 40/264 [01:01<05:39,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  15%|▏| 40/264 [01:02<05:39,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  16%|▏| 41/264 [01:02<05:37,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  16%|▏| 41/264 [01:04<05:37,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  16%|▏| 42/264 [01:04<05:35,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  16%|▏| 42/264 [01:05<05:35,  1.51s/it, loss=0.544, mat=0.004, sens=0.776, deg=0.000
Ep 100/100 [S4:finetune]:  16%|▏| 43/264 [01:05<05:33,  1.51s/it, loss=0.544, mat=0.004, sens=0.776, deg=0.000
Ep 100/100 [S4:finetune]:  16%|▏| 43/264 [01:07<05:33,  1.51s/it, loss=0.608, mat=0.004, sens=0.867, deg=0.000
Ep 100/100 [S4:finetune]:  17%|▏| 44/264 [01:07<05:32,  1.51s/it, loss=0.608, mat=0.004, sens=0.867, deg=0.000
Ep 100/100 [S4:finetune]:  17%|▏| 44/264 [01:08<05:32,  1.51s/it, loss=0.544, mat=0.002, sens=0.775, deg=0.000
Ep 100/100 [S4:finetune]:  17%|▏| 45/264 [01:08<05:31,  1.51s/it, loss=0.544, mat=0.002, sens=0.775, deg=0.000
Ep 100/100 [S4:finetune]:  17%|▏| 45/264 [01:10<05:31,  1.51s/it, loss=0.636, mat=0.004, sens=0.905, deg=0.000
Ep 100/100 [S4:finetune]:  17%|▏| 46/264 [01:10<05:29,  1.51s/it, loss=0.636, mat=0.004, sens=0.905, deg=0.000
Ep 100/100 [S4:finetune]:  17%|▏| 46/264 [01:11<05:29,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  18%|▏| 47/264 [01:11<05:28,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  18%|▏| 47/264 [01:13<05:28,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  18%|▏| 48/264 [01:13<05:27,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  18%|▏| 48/264 [01:15<05:27,  1.52s/it, loss=0.534, mat=0.003, sens=0.762, deg=0.000
Ep 100/100 [S4:finetune]:  19%|▏| 49/264 [01:15<05:30,  1.54s/it, loss=0.534, mat=0.003, sens=0.762, deg=0.000
Ep 100/100 [S4:finetune]:  19%|▏| 49/264 [01:16<05:30,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  19%|▏| 50/264 [01:16<05:27,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  19%|▏| 50/264 [01:18<05:27,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  19%|▏| 51/264 [01:18<05:24,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  19%|▏| 51/264 [01:19<05:24,  1.52s/it, loss=0.533, mat=0.002, sens=0.761, deg=0.000
Ep 100/100 [S4:finetune]:  20%|▏| 52/264 [01:19<05:24,  1.53s/it, loss=0.533, mat=0.002, sens=0.761, deg=0.000
Ep 100/100 [S4:finetune]:  20%|▏| 52/264 [01:21<05:24,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  20%|▏| 53/264 [01:21<05:22,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  20%|▏| 53/264 [01:22<05:22,  1.53s/it, loss=0.568, mat=0.003, sens=0.810, deg=0.000
Ep 100/100 [S4:finetune]:  20%|▏| 54/264 [01:22<05:20,  1.53s/it, loss=0.568, mat=0.003, sens=0.810, deg=0.000
Ep 100/100 [S4:finetune]:  20%|▏| 54/264 [01:24<05:20,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  21%|▏| 55/264 [01:24<05:18,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  21%|▏| 55/264 [01:25<05:18,  1.53s/it, loss=0.543, mat=0.004, sens=0.773, deg=0.000
Ep 100/100 [S4:finetune]:  21%|▏| 56/264 [01:25<05:16,  1.52s/it, loss=0.543, mat=0.004, sens=0.773, deg=0.000
Ep 100/100 [S4:finetune]:  21%|▏| 56/264 [01:27<05:16,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.000
Ep 100/100 [S4:finetune]:  22%|▏| 57/264 [01:27<05:14,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.000
Ep 100/100 [S4:finetune]:  22%|▏| 57/264 [01:28<05:14,  1.52s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.000
Ep 100/100 [S4:finetune]:  22%|▏| 58/264 [01:28<05:12,  1.52s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.000
Ep 100/100 [S4:finetune]:  22%|▏| 58/264 [01:30<05:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  22%|▏| 59/264 [01:30<05:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  22%|▏| 59/264 [01:31<05:11,  1.52s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.000
Ep 100/100 [S4:finetune]:  23%|▏| 60/264 [01:31<05:09,  1.52s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.000
Ep 100/100 [S4:finetune]:  23%|▏| 60/264 [01:33<05:09,  1.52s/it, loss=0.562, mat=0.005, sens=0.801, deg=0.000
Ep 100/100 [S4:finetune]:  23%|▏| 61/264 [01:33<05:12,  1.54s/it, loss=0.562, mat=0.005, sens=0.801, deg=0.000
Ep 100/100 [S4:finetune]:  23%|▏| 61/264 [01:34<05:12,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  23%|▏| 62/264 [01:34<05:09,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  23%|▏| 62/264 [01:36<05:09,  1.53s/it, loss=0.521, mat=0.004, sens=0.742, deg=0.000
Ep 100/100 [S4:finetune]:  24%|▏| 63/264 [01:36<05:06,  1.53s/it, loss=0.521, mat=0.004, sens=0.742, deg=0.000
Ep 100/100 [S4:finetune]:  24%|▏| 63/264 [01:37<05:06,  1.53s/it, loss=0.498, mat=0.004, sens=0.709, deg=0.000
Ep 100/100 [S4:finetune]:  24%|▏| 64/264 [01:37<05:04,  1.52s/it, loss=0.498, mat=0.004, sens=0.709, deg=0.000
Ep 100/100 [S4:finetune]:  24%|▏| 64/264 [01:39<05:04,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  25%|▏| 65/264 [01:39<05:02,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  25%|▏| 65/264 [01:40<05:02,  1.52s/it, loss=0.509, mat=0.003, sens=0.726, deg=0.000
Ep 100/100 [S4:finetune]:  25%|▎| 66/264 [01:40<05:00,  1.52s/it, loss=0.509, mat=0.003, sens=0.726, deg=0.000
Ep 100/100 [S4:finetune]:  25%|▎| 66/264 [01:42<05:00,  1.52s/it, loss=0.505, mat=0.004, sens=0.720, deg=0.000
Ep 100/100 [S4:finetune]:  25%|▎| 67/264 [01:42<04:59,  1.52s/it, loss=0.505, mat=0.004, sens=0.720, deg=0.000
Ep 100/100 [S4:finetune]:  25%|▎| 67/264 [01:43<04:59,  1.52s/it, loss=0.600, mat=0.004, sens=0.855, deg=0.000
Ep 100/100 [S4:finetune]:  26%|▎| 68/264 [01:43<04:57,  1.52s/it, loss=0.600, mat=0.004, sens=0.855, deg=0.000
Ep 100/100 [S4:finetune]:  26%|▎| 68/264 [01:45<04:57,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  26%|▎| 69/264 [01:45<04:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  26%|▎| 69/264 [01:47<04:55,  1.52s/it, loss=0.506, mat=0.003, sens=0.721, deg=0.000
Ep 100/100 [S4:finetune]:  27%|▎| 70/264 [01:47<04:54,  1.52s/it, loss=0.506, mat=0.003, sens=0.721, deg=0.000
Ep 100/100 [S4:finetune]:  27%|▎| 70/264 [01:48<04:54,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  27%|▎| 71/264 [01:48<04:52,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  27%|▎| 71/264 [01:50<04:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  27%|▎| 72/264 [01:50<04:51,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  27%|▎| 72/264 [01:51<04:51,  1.52s/it, loss=0.469, mat=0.002, sens=0.668, deg=0.000
Ep 100/100 [S4:finetune]:  28%|▎| 73/264 [01:51<04:50,  1.52s/it, loss=0.469, mat=0.002, sens=0.668, deg=0.000
Ep 100/100 [S4:finetune]:  28%|▎| 73/264 [01:53<04:50,  1.52s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.000
Ep 100/100 [S4:finetune]:  28%|▎| 74/264 [01:53<04:48,  1.52s/it, loss=0.531, mat=0.003, sens=0.757, deg=0.000
Ep 100/100 [S4:finetune]:  28%|▎| 74/264 [01:54<04:48,  1.52s/it, loss=0.472, mat=0.002, sens=0.672, deg=0.000
Ep 100/100 [S4:finetune]:  28%|▎| 75/264 [01:54<04:46,  1.52s/it, loss=0.472, mat=0.002, sens=0.672, deg=0.000
Ep 100/100 [S4:finetune]:  28%|▎| 75/264 [01:56<04:46,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  29%|▎| 76/264 [01:56<04:45,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  29%|▎| 76/264 [01:57<04:45,  1.52s/it, loss=0.502, mat=0.003, sens=0.716, deg=0.000
Ep 100/100 [S4:finetune]:  29%|▎| 77/264 [01:57<04:45,  1.53s/it, loss=0.502, mat=0.003, sens=0.716, deg=0.000
Ep 100/100 [S4:finetune]:  29%|▎| 77/264 [01:59<04:45,  1.53s/it, loss=0.524, mat=0.003, sens=0.747, deg=0.000
Ep 100/100 [S4:finetune]:  30%|▎| 78/264 [01:59<04:42,  1.52s/it, loss=0.524, mat=0.003, sens=0.747, deg=0.000
Ep 100/100 [S4:finetune]:  30%|▎| 78/264 [02:00<04:42,  1.52s/it, loss=0.488, mat=0.004, sens=0.695, deg=0.000
Ep 100/100 [S4:finetune]:  30%|▎| 79/264 [02:00<04:46,  1.55s/it, loss=0.488, mat=0.004, sens=0.695, deg=0.000
Ep 100/100 [S4:finetune]:  30%|▎| 79/264 [02:02<04:46,  1.55s/it, loss=0.509, mat=0.003, sens=0.726, deg=0.000
Ep 100/100 [S4:finetune]:  30%|▎| 80/264 [02:02<04:42,  1.54s/it, loss=0.509, mat=0.003, sens=0.726, deg=0.000
Ep 100/100 [S4:finetune]:  30%|▎| 80/264 [02:03<04:42,  1.54s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  31%|▎| 81/264 [02:03<04:40,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  31%|▎| 81/264 [02:05<04:40,  1.53s/it, loss=0.514, mat=0.003, sens=0.732, deg=0.000
Ep 100/100 [S4:finetune]:  31%|▎| 82/264 [02:05<04:37,  1.53s/it, loss=0.514, mat=0.003, sens=0.732, deg=0.000
Ep 100/100 [S4:finetune]:  31%|▎| 82/264 [02:06<04:37,  1.53s/it, loss=0.495, mat=0.003, sens=0.705, deg=0.000
Ep 100/100 [S4:finetune]:  31%|▎| 83/264 [02:06<04:35,  1.52s/it, loss=0.495, mat=0.003, sens=0.705, deg=0.000
Ep 100/100 [S4:finetune]:  31%|▎| 83/264 [02:08<04:35,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  32%|▎| 84/264 [02:08<04:33,  1.52s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  32%|▎| 84/264 [02:09<04:33,  1.52s/it, loss=0.506, mat=0.004, sens=0.720, deg=0.000
Ep 100/100 [S4:finetune]:  32%|▎| 85/264 [02:09<04:31,  1.52s/it, loss=0.506, mat=0.004, sens=0.720, deg=0.000
Ep 100/100 [S4:finetune]:  32%|▎| 85/264 [02:11<04:31,  1.52s/it, loss=0.493, mat=0.003, sens=0.703, deg=0.000
Ep 100/100 [S4:finetune]:  33%|▎| 86/264 [02:11<04:29,  1.52s/it, loss=0.493, mat=0.003, sens=0.703, deg=0.000
Ep 100/100 [S4:finetune]:  33%|▎| 86/264 [02:12<04:29,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  33%|▎| 87/264 [02:12<04:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  33%|▎| 87/264 [02:14<04:28,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  33%|▎| 88/264 [02:14<04:26,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  33%|▎| 88/264 [02:15<04:26,  1.51s/it, loss=0.502, mat=0.003, sens=0.716, deg=0.000
Ep 100/100 [S4:finetune]:  34%|▎| 89/264 [02:15<04:25,  1.51s/it, loss=0.502, mat=0.003, sens=0.716, deg=0.000
Ep 100/100 [S4:finetune]:  34%|▎| 89/264 [02:17<04:25,  1.51s/it, loss=0.487, mat=0.004, sens=0.693, deg=0.000
Ep 100/100 [S4:finetune]:  34%|▎| 90/264 [02:17<04:23,  1.51s/it, loss=0.487, mat=0.004, sens=0.693, deg=0.000
Ep 100/100 [S4:finetune]:  34%|▎| 90/264 [02:18<04:23,  1.51s/it, loss=0.502, mat=0.003, sens=0.715, deg=0.000
Ep 100/100 [S4:finetune]:  34%|▎| 91/264 [02:18<04:21,  1.51s/it, loss=0.502, mat=0.003, sens=0.715, deg=0.000
Ep 100/100 [S4:finetune]:  34%|▎| 91/264 [02:20<04:21,  1.51s/it, loss=0.489, mat=0.002, sens=0.697, deg=0.000
Ep 100/100 [S4:finetune]:  35%|▎| 92/264 [02:20<04:20,  1.52s/it, loss=0.489, mat=0.002, sens=0.697, deg=0.000
Ep 100/100 [S4:finetune]:  35%|▎| 92/264 [02:22<04:20,  1.52s/it, loss=0.498, mat=0.002, sens=0.710, deg=0.000
Ep 100/100 [S4:finetune]:  35%|▎| 93/264 [02:22<04:22,  1.54s/it, loss=0.498, mat=0.002, sens=0.710, deg=0.000
Ep 100/100 [S4:finetune]:  35%|▎| 93/264 [02:23<04:22,  1.54s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  36%|▎| 94/264 [02:23<04:20,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  36%|▎| 94/264 [02:25<04:20,  1.53s/it, loss=0.511, mat=0.003, sens=0.728, deg=0.000
Ep 100/100 [S4:finetune]:  36%|▎| 95/264 [02:25<04:18,  1.53s/it, loss=0.511, mat=0.003, sens=0.728, deg=0.000
Ep 100/100 [S4:finetune]:  36%|▎| 95/264 [02:26<04:18,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  36%|▎| 96/264 [02:26<04:15,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  36%|▎| 96/264 [02:28<04:15,  1.52s/it, loss=0.534, mat=0.004, sens=0.761, deg=0.000
Ep 100/100 [S4:finetune]:  37%|▎| 97/264 [02:28<04:13,  1.52s/it, loss=0.534, mat=0.004, sens=0.761, deg=0.000
Ep 100/100 [S4:finetune]:  37%|▎| 97/264 [02:29<04:13,  1.52s/it, loss=0.536, mat=0.004, sens=0.764, deg=0.000
Ep 100/100 [S4:finetune]:  37%|▎| 98/264 [02:29<04:11,  1.52s/it, loss=0.536, mat=0.004, sens=0.764, deg=0.000
Ep 100/100 [S4:finetune]:  37%|▎| 98/264 [02:31<04:11,  1.52s/it, loss=0.588, mat=0.002, sens=0.839, deg=0.000
Ep 100/100 [S4:finetune]:  38%|▍| 99/264 [02:31<04:10,  1.52s/it, loss=0.588, mat=0.002, sens=0.839, deg=0.000
Ep 100/100 [S4:finetune]:  38%|▍| 99/264 [02:32<04:10,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.000
Ep 100/100 [S4:finetune]:  38%|▍| 100/264 [02:32<04:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  38%|▍| 100/264 [02:34<04:08,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  38%|▍| 101/264 [02:34<04:08,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  38%|▍| 101/264 [02:35<04:08,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  39%|▍| 102/264 [02:35<04:07,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  39%|▍| 102/264 [02:37<04:07,  1.53s/it, loss=0.554, mat=0.004, sens=0.790, deg=0.00
Ep 100/100 [S4:finetune]:  39%|▍| 103/264 [02:37<04:05,  1.52s/it, loss=0.554, mat=0.004, sens=0.790, deg=0.00
Ep 100/100 [S4:finetune]:  39%|▍| 103/264 [02:38<04:05,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  39%|▍| 104/264 [02:38<04:03,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  39%|▍| 104/264 [02:40<04:03,  1.52s/it, loss=0.509, mat=0.003, sens=0.725, deg=0.00
Ep 100/100 [S4:finetune]:  40%|▍| 105/264 [02:40<04:05,  1.54s/it, loss=0.509, mat=0.003, sens=0.725, deg=0.00
Ep 100/100 [S4:finetune]:  40%|▍| 105/264 [02:41<04:05,  1.54s/it, loss=0.561, mat=0.004, sens=0.799, deg=0.00
Ep 100/100 [S4:finetune]:  40%|▍| 106/264 [02:41<04:02,  1.53s/it, loss=0.561, mat=0.004, sens=0.799, deg=0.00
Ep 100/100 [S4:finetune]:  40%|▍| 106/264 [02:43<04:02,  1.53s/it, loss=0.564, mat=0.002, sens=0.804, deg=0.00
Ep 100/100 [S4:finetune]:  41%|▍| 107/264 [02:43<03:59,  1.53s/it, loss=0.564, mat=0.002, sens=0.804, deg=0.00
Ep 100/100 [S4:finetune]:  41%|▍| 107/264 [02:44<03:59,  1.53s/it, loss=0.543, mat=0.004, sens=0.774, deg=0.00
Ep 100/100 [S4:finetune]:  41%|▍| 108/264 [02:44<03:57,  1.52s/it, loss=0.543, mat=0.004, sens=0.774, deg=0.00
Ep 100/100 [S4:finetune]:  41%|▍| 108/264 [02:46<03:57,  1.52s/it, loss=0.562, mat=0.003, sens=0.801, deg=0.00
Ep 100/100 [S4:finetune]:  41%|▍| 109/264 [02:46<03:55,  1.52s/it, loss=0.562, mat=0.003, sens=0.801, deg=0.00
Ep 100/100 [S4:finetune]:  41%|▍| 109/264 [02:47<03:55,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  42%|▍| 110/264 [02:47<03:53,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  42%|▍| 110/264 [02:49<03:53,  1.52s/it, loss=0.574, mat=0.004, sens=0.818, deg=0.00
Ep 100/100 [S4:finetune]:  42%|▍| 111/264 [02:49<03:52,  1.52s/it, loss=0.574, mat=0.004, sens=0.818, deg=0.00
Ep 100/100 [S4:finetune]:  42%|▍| 111/264 [02:50<03:52,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  42%|▍| 112/264 [02:50<03:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  42%|▍| 112/264 [02:52<03:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  43%|▍| 113/264 [02:52<03:48,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  43%|▍| 113/264 [02:53<03:48,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  43%|▍| 114/264 [02:53<03:47,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  43%|▍| 114/264 [02:55<03:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  44%|▍| 115/264 [02:55<03:46,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  44%|▍| 115/264 [02:57<03:46,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  44%|▍| 116/264 [02:57<03:44,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  44%|▍| 116/264 [02:58<03:44,  1.52s/it, loss=0.610, mat=0.004, sens=0.869, deg=0.00
Ep 100/100 [S4:finetune]:  44%|▍| 117/264 [02:58<03:42,  1.52s/it, loss=0.610, mat=0.004, sens=0.869, deg=0.00
Ep 100/100 [S4:finetune]:  44%|▍| 117/264 [03:00<03:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  45%|▍| 118/264 [03:00<03:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  45%|▍| 118/264 [03:01<03:40,  1.51s/it, loss=0.593, mat=0.003, sens=0.846, deg=0.00
Ep 100/100 [S4:finetune]:  45%|▍| 119/264 [03:01<03:39,  1.52s/it, loss=0.593, mat=0.003, sens=0.846, deg=0.00
Ep 100/100 [S4:finetune]:  45%|▍| 119/264 [03:03<03:39,  1.52s/it, loss=0.582, mat=0.003, sens=0.830, deg=0.00
Ep 100/100 [S4:finetune]:  45%|▍| 120/264 [03:03<03:38,  1.51s/it, loss=0.582, mat=0.003, sens=0.830, deg=0.00
Ep 100/100 [S4:finetune]:  45%|▍| 120/264 [03:04<03:38,  1.51s/it, loss=0.638, mat=0.004, sens=0.909, deg=0.00
Ep 100/100 [S4:finetune]:  46%|▍| 121/264 [03:04<03:36,  1.51s/it, loss=0.638, mat=0.004, sens=0.909, deg=0.00
Ep 100/100 [S4:finetune]:  46%|▍| 121/264 [03:06<03:36,  1.51s/it, loss=0.602, mat=0.002, sens=0.859, deg=0.00
Ep 100/100 [S4:finetune]:  46%|▍| 122/264 [03:06<03:35,  1.51s/it, loss=0.602, mat=0.002, sens=0.859, deg=0.00
Ep 100/100 [S4:finetune]:  46%|▍| 122/264 [03:07<03:35,  1.51s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.00
Ep 100/100 [S4:finetune]:  47%|▍| 123/264 [03:07<03:36,  1.54s/it, loss=0.569, mat=0.003, sens=0.811, deg=0.00
Ep 100/100 [S4:finetune]:  47%|▍| 123/264 [03:09<03:36,  1.54s/it, loss=0.600, mat=0.002, sens=0.856, deg=0.00
Ep 100/100 [S4:finetune]:  47%|▍| 124/264 [03:09<03:34,  1.53s/it, loss=0.600, mat=0.002, sens=0.856, deg=0.00
Ep 100/100 [S4:finetune]:  47%|▍| 124/264 [03:10<03:34,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  47%|▍| 125/264 [03:10<03:33,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  47%|▍| 125/264 [03:12<03:33,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  48%|▍| 126/264 [03:12<03:31,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  48%|▍| 126/264 [03:13<03:31,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  48%|▍| 127/264 [03:13<03:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  48%|▍| 127/264 [03:15<03:29,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  48%|▍| 128/264 [03:15<03:27,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  48%|▍| 128/264 [03:16<03:27,  1.52s/it, loss=0.561, mat=0.003, sens=0.798, deg=0.00
Ep 100/100 [S4:finetune]:  49%|▍| 129/264 [03:16<03:25,  1.52s/it, loss=0.561, mat=0.003, sens=0.798, deg=0.00
Ep 100/100 [S4:finetune]:  49%|▍| 129/264 [03:18<03:25,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  49%|▍| 130/264 [03:18<03:23,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  49%|▍| 130/264 [03:19<03:23,  1.52s/it, loss=0.586, mat=0.004, sens=0.835, deg=0.00
Ep 100/100 [S4:finetune]:  50%|▍| 131/264 [03:19<03:21,  1.52s/it, loss=0.586, mat=0.004, sens=0.835, deg=0.00
Ep 100/100 [S4:finetune]:  50%|▍| 131/264 [03:21<03:21,  1.52s/it, loss=0.534, mat=0.003, sens=0.761, deg=0.00
Ep 100/100 [S4:finetune]:  50%|▌| 132/264 [03:21<03:19,  1.51s/it, loss=0.534, mat=0.003, sens=0.761, deg=0.00
Ep 100/100 [S4:finetune]:  50%|▌| 132/264 [03:22<03:19,  1.51s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.00
Ep 100/100 [S4:finetune]:  50%|▌| 133/264 [03:22<03:18,  1.51s/it, loss=0.581, mat=0.003, sens=0.829, deg=0.00
Ep 100/100 [S4:finetune]:  50%|▌| 133/264 [03:24<03:18,  1.51s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.00
Ep 100/100 [S4:finetune]:  51%|▌| 134/264 [03:24<03:16,  1.51s/it, loss=0.571, mat=0.003, sens=0.814, deg=0.00
Ep 100/100 [S4:finetune]:  51%|▌| 134/264 [03:25<03:16,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  51%|▌| 135/264 [03:25<03:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  51%|▌| 135/264 [03:27<03:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  52%|▌| 136/264 [03:27<03:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  52%|▌| 136/264 [03:28<03:13,  1.51s/it, loss=0.541, mat=0.002, sens=0.771, deg=0.00
Ep 100/100 [S4:finetune]:  52%|▌| 137/264 [03:28<03:12,  1.51s/it, loss=0.541, mat=0.002, sens=0.771, deg=0.00
Ep 100/100 [S4:finetune]:  52%|▌| 137/264 [03:30<03:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  52%|▌| 138/264 [03:30<03:13,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  52%|▌| 138/264 [03:32<03:13,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  53%|▌| 139/264 [03:32<03:11,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  53%|▌| 139/264 [03:33<03:11,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  53%|▌| 140/264 [03:33<03:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  53%|▌| 140/264 [03:35<03:08,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  53%|▌| 141/264 [03:35<03:07,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  53%|▌| 141/264 [03:36<03:07,  1.52s/it, loss=0.553, mat=0.004, sens=0.788, deg=0.00
Ep 100/100 [S4:finetune]:  54%|▌| 142/264 [03:36<03:05,  1.52s/it, loss=0.553, mat=0.004, sens=0.788, deg=0.00
Ep 100/100 [S4:finetune]:  54%|▌| 142/264 [03:38<03:05,  1.52s/it, loss=0.528, mat=0.003, sens=0.752, deg=0.00
Ep 100/100 [S4:finetune]:  54%|▌| 143/264 [03:38<03:03,  1.52s/it, loss=0.528, mat=0.003, sens=0.752, deg=0.00
Ep 100/100 [S4:finetune]:  54%|▌| 143/264 [03:39<03:03,  1.52s/it, loss=0.578, mat=0.003, sens=0.824, deg=0.00
Ep 100/100 [S4:finetune]:  55%|▌| 144/264 [03:39<03:02,  1.52s/it, loss=0.578, mat=0.003, sens=0.824, deg=0.00
Ep 100/100 [S4:finetune]:  55%|▌| 144/264 [03:41<03:02,  1.52s/it, loss=0.566, mat=0.003, sens=0.807, deg=0.00
Ep 100/100 [S4:finetune]:  55%|▌| 145/264 [03:41<03:00,  1.52s/it, loss=0.566, mat=0.003, sens=0.807, deg=0.00
Ep 100/100 [S4:finetune]:  55%|▌| 145/264 [03:42<03:00,  1.52s/it, loss=0.510, mat=0.002, sens=0.728, deg=0.00
Ep 100/100 [S4:finetune]:  55%|▌| 146/264 [03:42<02:58,  1.51s/it, loss=0.510, mat=0.002, sens=0.728, deg=0.00
Ep 100/100 [S4:finetune]:  55%|▌| 146/264 [03:44<02:58,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  56%|▌| 147/264 [03:44<02:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  56%|▌| 147/264 [03:45<02:57,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  56%|▌| 148/264 [03:45<02:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  56%|▌| 148/264 [03:47<02:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  56%|▌| 149/264 [03:47<02:55,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  56%|▌| 149/264 [03:48<02:55,  1.52s/it, loss=0.544, mat=0.003, sens=0.777, deg=0.00
Ep 100/100 [S4:finetune]:  57%|▌| 150/264 [03:48<02:56,  1.55s/it, loss=0.544, mat=0.003, sens=0.777, deg=0.00
Ep 100/100 [S4:finetune]:  57%|▌| 150/264 [03:50<02:56,  1.55s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  57%|▌| 151/264 [03:50<02:53,  1.54s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  57%|▌| 151/264 [03:51<02:53,  1.54s/it, loss=0.578, mat=0.003, sens=0.824, deg=0.00
Ep 100/100 [S4:finetune]:  58%|▌| 152/264 [03:51<02:51,  1.53s/it, loss=0.578, mat=0.003, sens=0.824, deg=0.00
Ep 100/100 [S4:finetune]:  58%|▌| 152/264 [03:53<02:51,  1.53s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  58%|▌| 153/264 [03:53<02:49,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  58%|▌| 153/264 [03:54<02:49,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  58%|▌| 154/264 [03:54<02:47,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  58%|▌| 154/264 [03:56<02:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  59%|▌| 155/264 [03:56<02:45,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  59%|▌| 155/264 [03:57<02:45,  1.52s/it, loss=0.521, mat=0.003, sens=0.742, deg=0.00
Ep 100/100 [S4:finetune]:  59%|▌| 156/264 [03:57<02:43,  1.52s/it, loss=0.521, mat=0.003, sens=0.742, deg=0.00
Ep 100/100 [S4:finetune]:  59%|▌| 156/264 [03:59<02:43,  1.52s/it, loss=0.486, mat=0.003, sens=0.692, deg=0.00
Ep 100/100 [S4:finetune]:  59%|▌| 157/264 [03:59<02:42,  1.51s/it, loss=0.486, mat=0.003, sens=0.692, deg=0.00
Ep 100/100 [S4:finetune]:  59%|▌| 157/264 [04:00<02:42,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  60%|▌| 158/264 [04:00<02:40,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  60%|▌| 158/264 [04:02<02:40,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  60%|▌| 159/264 [04:02<02:38,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  60%|▌| 159/264 [04:03<02:38,  1.51s/it, loss=0.556, mat=0.002, sens=0.794, deg=0.00
Ep 100/100 [S4:finetune]:  61%|▌| 160/264 [04:03<02:37,  1.51s/it, loss=0.556, mat=0.002, sens=0.794, deg=0.00
Ep 100/100 [S4:finetune]:  61%|▌| 160/264 [04:05<02:37,  1.51s/it, loss=0.523, mat=0.003, sens=0.745, deg=0.00
Ep 100/100 [S4:finetune]:  61%|▌| 161/264 [04:05<02:35,  1.51s/it, loss=0.523, mat=0.003, sens=0.745, deg=0.00
Ep 100/100 [S4:finetune]:  61%|▌| 161/264 [04:06<02:35,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  61%|▌| 162/264 [04:06<02:34,  1.51s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  61%|▌| 162/264 [04:08<02:34,  1.51s/it, loss=0.500, mat=0.003, sens=0.713, deg=0.00
Ep 100/100 [S4:finetune]:  62%|▌| 163/264 [04:08<02:32,  1.51s/it, loss=0.500, mat=0.003, sens=0.713, deg=0.00
Ep 100/100 [S4:finetune]:  62%|▌| 163/264 [04:09<02:32,  1.51s/it, loss=0.516, mat=0.004, sens=0.735, deg=0.00
Ep 100/100 [S4:finetune]:  62%|▌| 164/264 [04:09<02:31,  1.51s/it, loss=0.516, mat=0.004, sens=0.735, deg=0.00
Ep 100/100 [S4:finetune]:  62%|▌| 164/264 [04:11<02:31,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  62%|▋| 165/264 [04:11<02:29,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  62%|▋| 165/264 [04:13<02:29,  1.51s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.00
Ep 100/100 [S4:finetune]:  63%|▋| 166/264 [04:13<02:28,  1.52s/it, loss=0.530, mat=0.003, sens=0.755, deg=0.00
Ep 100/100 [S4:finetune]:  63%|▋| 166/264 [04:14<02:28,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  63%|▋| 167/264 [04:14<02:26,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  63%|▋| 167/264 [04:16<02:26,  1.51s/it, loss=0.546, mat=0.003, sens=0.778, deg=0.00
Ep 100/100 [S4:finetune]:  64%|▋| 168/264 [04:16<02:25,  1.51s/it, loss=0.546, mat=0.003, sens=0.778, deg=0.00
Ep 100/100 [S4:finetune]:  64%|▋| 168/264 [04:17<02:25,  1.51s/it, loss=0.505, mat=0.003, sens=0.720, deg=0.00
Ep 100/100 [S4:finetune]:  64%|▋| 169/264 [04:17<02:25,  1.54s/it, loss=0.505, mat=0.003, sens=0.720, deg=0.00
Ep 100/100 [S4:finetune]:  64%|▋| 169/264 [04:19<02:25,  1.54s/it, loss=0.495, mat=0.002, sens=0.705, deg=0.00
Ep 100/100 [S4:finetune]:  64%|▋| 170/264 [04:19<02:23,  1.53s/it, loss=0.495, mat=0.002, sens=0.705, deg=0.00
Ep 100/100 [S4:finetune]:  64%|▋| 170/264 [04:20<02:23,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  65%|▋| 171/264 [04:20<02:21,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  65%|▋| 171/264 [04:22<02:21,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  65%|▋| 172/264 [04:22<02:19,  1.52s/it, loss=0.003, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  65%|▋| 172/264 [04:23<02:19,  1.52s/it, loss=0.548, mat=0.004, sens=0.780, deg=0.00
Ep 100/100 [S4:finetune]:  66%|▋| 173/264 [04:23<02:18,  1.52s/it, loss=0.548, mat=0.004, sens=0.780, deg=0.00
Ep 100/100 [S4:finetune]:  66%|▋| 173/264 [04:25<02:18,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  66%|▋| 174/264 [04:25<02:17,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  66%|▋| 174/264 [04:26<02:17,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  66%|▋| 175/264 [04:26<02:15,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  66%|▋| 175/264 [04:28<02:15,  1.52s/it, loss=0.505, mat=0.005, sens=0.718, deg=0.00
Ep 100/100 [S4:finetune]:  67%|▋| 176/264 [04:28<02:13,  1.52s/it, loss=0.505, mat=0.005, sens=0.718, deg=0.00
Ep 100/100 [S4:finetune]:  67%|▋| 176/264 [04:29<02:13,  1.52s/it, loss=0.528, mat=0.003, sens=0.751, deg=0.00
Ep 100/100 [S4:finetune]:  67%|▋| 177/264 [04:29<02:12,  1.52s/it, loss=0.528, mat=0.003, sens=0.751, deg=0.00
Ep 100/100 [S4:finetune]:  67%|▋| 177/264 [04:31<02:12,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  67%|▋| 178/264 [04:31<02:10,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  67%|▋| 178/264 [04:32<02:10,  1.52s/it, loss=0.503, mat=0.003, sens=0.716, deg=0.00
Ep 100/100 [S4:finetune]:  68%|▋| 179/264 [04:32<02:08,  1.52s/it, loss=0.503, mat=0.003, sens=0.716, deg=0.00
Ep 100/100 [S4:finetune]:  68%|▋| 179/264 [04:34<02:08,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  68%|▋| 180/264 [04:34<02:07,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  68%|▋| 180/264 [04:35<02:07,  1.52s/it, loss=0.508, mat=0.003, sens=0.724, deg=0.00
Ep 100/100 [S4:finetune]:  69%|▋| 181/264 [04:35<02:05,  1.51s/it, loss=0.508, mat=0.003, sens=0.724, deg=0.00
Ep 100/100 [S4:finetune]:  69%|▋| 181/264 [04:37<02:05,  1.51s/it, loss=0.513, mat=0.003, sens=0.730, deg=0.00
Ep 100/100 [S4:finetune]:  69%|▋| 182/264 [04:37<02:04,  1.51s/it, loss=0.513, mat=0.003, sens=0.730, deg=0.00
Ep 100/100 [S4:finetune]:  69%|▋| 182/264 [04:38<02:04,  1.51s/it, loss=0.516, mat=0.004, sens=0.735, deg=0.00
Ep 100/100 [S4:finetune]:  69%|▋| 183/264 [04:38<02:04,  1.54s/it, loss=0.516, mat=0.004, sens=0.735, deg=0.00
Ep 100/100 [S4:finetune]:  69%|▋| 183/264 [04:40<02:04,  1.54s/it, loss=0.510, mat=0.003, sens=0.726, deg=0.00
Ep 100/100 [S4:finetune]:  70%|▋| 184/264 [04:40<02:02,  1.53s/it, loss=0.510, mat=0.003, sens=0.726, deg=0.00
Ep 100/100 [S4:finetune]:  70%|▋| 184/264 [04:41<02:02,  1.53s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.00
Ep 100/100 [S4:finetune]:  70%|▋| 185/264 [04:41<02:00,  1.52s/it, loss=0.522, mat=0.003, sens=0.744, deg=0.00
Ep 100/100 [S4:finetune]:  70%|▋| 185/264 [04:43<02:00,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  70%|▋| 186/264 [04:43<01:58,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  70%|▋| 186/264 [04:44<01:58,  1.52s/it, loss=0.537, mat=0.003, sens=0.764, deg=0.00
Ep 100/100 [S4:finetune]:  71%|▋| 187/264 [04:44<01:56,  1.52s/it, loss=0.537, mat=0.003, sens=0.764, deg=0.00
Ep 100/100 [S4:finetune]:  71%|▋| 187/264 [04:46<01:56,  1.52s/it, loss=0.532, mat=0.003, sens=0.759, deg=0.00
Ep 100/100 [S4:finetune]:  71%|▋| 188/264 [04:46<01:55,  1.52s/it, loss=0.532, mat=0.003, sens=0.759, deg=0.00
Ep 100/100 [S4:finetune]:  71%|▋| 188/264 [04:47<01:55,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  72%|▋| 189/264 [04:47<01:53,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  72%|▋| 189/264 [04:49<01:53,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  72%|▋| 190/264 [04:49<01:52,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  72%|▋| 190/264 [04:51<01:52,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  72%|▋| 191/264 [04:51<01:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  72%|▋| 191/264 [04:52<01:50,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  73%|▋| 192/264 [04:52<01:49,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  73%|▋| 192/264 [04:54<01:49,  1.52s/it, loss=0.501, mat=0.003, sens=0.715, deg=0.00
Ep 100/100 [S4:finetune]:  73%|▋| 193/264 [04:54<01:47,  1.52s/it, loss=0.501, mat=0.003, sens=0.715, deg=0.00
Ep 100/100 [S4:finetune]:  73%|▋| 193/264 [04:55<01:47,  1.52s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.00
Ep 100/100 [S4:finetune]:  73%|▋| 194/264 [04:55<01:45,  1.51s/it, loss=0.540, mat=0.003, sens=0.769, deg=0.00
Ep 100/100 [S4:finetune]:  73%|▋| 194/264 [04:57<01:45,  1.51s/it, loss=0.528, mat=0.003, sens=0.751, deg=0.00
Ep 100/100 [S4:finetune]:  74%|▋| 195/264 [04:57<01:46,  1.54s/it, loss=0.528, mat=0.003, sens=0.751, deg=0.00
Ep 100/100 [S4:finetune]:  74%|▋| 195/264 [04:58<01:46,  1.54s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  74%|▋| 196/264 [04:58<01:43,  1.53s/it, loss=0.003, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  74%|▋| 196/264 [05:00<01:43,  1.53s/it, loss=0.533, mat=0.003, sens=0.759, deg=0.00
Ep 100/100 [S4:finetune]:  75%|▋| 197/264 [05:00<01:42,  1.53s/it, loss=0.533, mat=0.003, sens=0.759, deg=0.00
Ep 100/100 [S4:finetune]:  75%|▋| 197/264 [05:01<01:42,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  75%|▊| 198/264 [05:01<01:41,  1.53s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  75%|▊| 198/264 [05:03<01:41,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  75%|▊| 199/264 [05:03<01:39,  1.53s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  75%|▊| 199/264 [05:04<01:39,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  76%|▊| 200/264 [05:04<01:37,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  76%|▊| 200/264 [05:06<01:37,  1.53s/it, loss=0.518, mat=0.005, sens=0.737, deg=0.00
Ep 100/100 [S4:finetune]:  76%|▊| 201/264 [05:06<01:35,  1.52s/it, loss=0.518, mat=0.005, sens=0.737, deg=0.00
Ep 100/100 [S4:finetune]:  76%|▊| 201/264 [05:07<01:35,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  77%|▊| 202/264 [05:07<01:34,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  77%|▊| 202/264 [05:09<01:34,  1.52s/it, loss=0.506, mat=0.003, sens=0.721, deg=0.00
Ep 100/100 [S4:finetune]:  77%|▊| 203/264 [05:09<01:32,  1.52s/it, loss=0.506, mat=0.003, sens=0.721, deg=0.00
Ep 100/100 [S4:finetune]:  77%|▊| 203/264 [05:10<01:32,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  77%|▊| 204/264 [05:10<01:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  77%|▊| 204/264 [05:12<01:30,  1.52s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  78%|▊| 205/264 [05:12<01:29,  1.51s/it, loss=0.005, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  78%|▊| 205/264 [05:13<01:29,  1.51s/it, loss=0.484, mat=0.004, sens=0.689, deg=0.00
Ep 100/100 [S4:finetune]:  78%|▊| 206/264 [05:13<01:27,  1.51s/it, loss=0.484, mat=0.004, sens=0.689, deg=0.00
Ep 100/100 [S4:finetune]:  78%|▊| 206/264 [05:15<01:27,  1.51s/it, loss=0.519, mat=0.003, sens=0.738, deg=0.00
Ep 100/100 [S4:finetune]:  78%|▊| 207/264 [05:15<01:26,  1.51s/it, loss=0.519, mat=0.003, sens=0.738, deg=0.00
Ep 100/100 [S4:finetune]:  78%|▊| 207/264 [05:16<01:26,  1.51s/it, loss=0.495, mat=0.004, sens=0.704, deg=0.00
Ep 100/100 [S4:finetune]:  79%|▊| 208/264 [05:16<01:24,  1.51s/it, loss=0.495, mat=0.004, sens=0.704, deg=0.00
Ep 100/100 [S4:finetune]:  79%|▊| 208/264 [05:18<01:24,  1.51s/it, loss=0.509, mat=0.003, sens=0.725, deg=0.00
Ep 100/100 [S4:finetune]:  79%|▊| 209/264 [05:18<01:23,  1.51s/it, loss=0.509, mat=0.003, sens=0.725, deg=0.00
Ep 100/100 [S4:finetune]:  79%|▊| 209/264 [05:19<01:23,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  80%|▊| 210/264 [05:19<01:21,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  80%|▊| 210/264 [05:21<01:21,  1.51s/it, loss=0.522, mat=0.003, sens=0.743, deg=0.00
Ep 100/100 [S4:finetune]:  80%|▊| 211/264 [05:21<01:20,  1.52s/it, loss=0.522, mat=0.003, sens=0.743, deg=0.00
Ep 100/100 [S4:finetune]:  80%|▊| 211/264 [05:22<01:20,  1.52s/it, loss=0.531, mat=0.003, sens=0.754, deg=0.00
Ep 100/100 [S4:finetune]:  80%|▊| 212/264 [05:22<01:18,  1.51s/it, loss=0.531, mat=0.003, sens=0.754, deg=0.00
Ep 100/100 [S4:finetune]:  80%|▊| 212/264 [05:24<01:18,  1.51s/it, loss=0.515, mat=0.003, sens=0.730, deg=0.00
Ep 100/100 [S4:finetune]:  81%|▊| 213/264 [05:24<01:18,  1.54s/it, loss=0.515, mat=0.003, sens=0.730, deg=0.00
Ep 100/100 [S4:finetune]:  81%|▊| 213/264 [05:26<01:18,  1.54s/it, loss=0.504, mat=0.003, sens=0.718, deg=0.00
Ep 100/100 [S4:finetune]:  81%|▊| 214/264 [05:26<01:16,  1.53s/it, loss=0.504, mat=0.003, sens=0.718, deg=0.00
Ep 100/100 [S4:finetune]:  81%|▊| 214/264 [05:27<01:16,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  81%|▊| 215/264 [05:27<01:14,  1.53s/it, loss=0.002, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  81%|▊| 215/264 [05:29<01:14,  1.53s/it, loss=0.518, mat=0.003, sens=0.736, deg=0.00
Ep 100/100 [S4:finetune]:  82%|▊| 216/264 [05:29<01:13,  1.52s/it, loss=0.518, mat=0.003, sens=0.736, deg=0.00
Ep 100/100 [S4:finetune]:  82%|▊| 216/264 [05:30<01:13,  1.52s/it, loss=0.518, mat=0.003, sens=0.738, deg=0.00
Ep 100/100 [S4:finetune]:  82%|▊| 217/264 [05:30<01:11,  1.52s/it, loss=0.518, mat=0.003, sens=0.738, deg=0.00
Ep 100/100 [S4:finetune]:  82%|▊| 217/264 [05:32<01:11,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  83%|▊| 218/264 [05:32<01:09,  1.52s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  83%|▊| 218/264 [05:33<01:09,  1.52s/it, loss=0.528, mat=0.002, sens=0.752, deg=0.00
Ep 100/100 [S4:finetune]:  83%|▊| 219/264 [05:33<01:08,  1.51s/it, loss=0.528, mat=0.002, sens=0.752, deg=0.00
Ep 100/100 [S4:finetune]:  83%|▊| 219/264 [05:35<01:08,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  83%|▊| 220/264 [05:35<01:06,  1.51s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  83%|▊| 220/264 [05:36<01:06,  1.51s/it, loss=0.506, mat=0.004, sens=0.720, deg=0.00
Ep 100/100 [S4:finetune]:  84%|▊| 221/264 [05:36<01:04,  1.51s/it, loss=0.506, mat=0.004, sens=0.720, deg=0.00
Ep 100/100 [S4:finetune]:  84%|▊| 221/264 [05:38<01:04,  1.51s/it, loss=0.518, mat=0.003, sens=0.738, deg=0.00
Ep 100/100 [S4:finetune]:  84%|▊| 222/264 [05:38<01:03,  1.52s/it, loss=0.518, mat=0.003, sens=0.738, deg=0.00
Ep 100/100 [S4:finetune]:  84%|▊| 222/264 [05:39<01:03,  1.52s/it, loss=0.507, mat=0.003, sens=0.723, deg=0.00
Ep 100/100 [S4:finetune]:  84%|▊| 223/264 [05:39<01:02,  1.52s/it, loss=0.507, mat=0.003, sens=0.723, deg=0.00
Ep 100/100 [S4:finetune]:  84%|▊| 223/264 [05:41<01:02,  1.52s/it, loss=0.562, mat=0.002, sens=0.801, deg=0.00
Ep 100/100 [S4:finetune]:  85%|▊| 224/264 [05:41<01:00,  1.52s/it, loss=0.562, mat=0.002, sens=0.801, deg=0.00
Ep 100/100 [S4:finetune]:  85%|▊| 224/264 [05:42<01:00,  1.52s/it, loss=0.537, mat=0.002, sens=0.739, deg=0.00
Ep 100/100 [S4:finetune]:  85%|▊| 225/264 [05:42<00:59,  1.51s/it, loss=0.537, mat=0.002, sens=0.739, deg=0.00
Ep 100/100 [S4:finetune]:  85%|▊| 225/264 [05:44<00:59,  1.51s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.00
Ep 100/100 [S4:finetune]:  86%|▊| 226/264 [05:44<00:57,  1.51s/it, loss=0.553, mat=0.004, sens=0.787, deg=0.00
Ep 100/100 [S4:finetune]:  86%|▊| 226/264 [05:45<00:57,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  86%|▊| 227/264 [05:45<00:56,  1.51s/it, loss=0.002, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  86%|▊| 227/264 [05:47<00:56,  1.51s/it, loss=0.574, mat=0.004, sens=0.817, deg=0.00
Ep 100/100 [S4:finetune]:  86%|▊| 228/264 [05:47<00:55,  1.54s/it, loss=0.574, mat=0.004, sens=0.817, deg=0.00
Ep 100/100 [S4:finetune]:  86%|▊| 228/264 [05:48<00:55,  1.54s/it, loss=0.523, mat=0.002, sens=0.745, deg=0.00
Ep 100/100 [S4:finetune]:  87%|▊| 229/264 [05:48<00:53,  1.53s/it, loss=0.523, mat=0.002, sens=0.745, deg=0.00
Ep 100/100 [S4:finetune]:  87%|▊| 229/264 [05:50<00:53,  1.53s/it, loss=0.555, mat=0.003, sens=0.791, deg=0.00
Ep 100/100 [S4:finetune]:  87%|▊| 230/264 [05:50<00:51,  1.53s/it, loss=0.555, mat=0.003, sens=0.791, deg=0.00
Ep 100/100 [S4:finetune]:  87%|▊| 230/264 [05:51<00:51,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  88%|▉| 231/264 [05:51<00:50,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  88%|▉| 231/264 [05:53<00:50,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  88%|▉| 232/264 [05:53<00:48,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  88%|▉| 232/264 [05:54<00:48,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  88%|▉| 233/264 [05:54<00:47,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  88%|▉| 233/264 [05:56<00:47,  1.52s/it, loss=0.552, mat=0.003, sens=0.786, deg=0.00
Ep 100/100 [S4:finetune]:  89%|▉| 234/264 [05:56<00:45,  1.52s/it, loss=0.552, mat=0.003, sens=0.786, deg=0.00
Ep 100/100 [S4:finetune]:  89%|▉| 234/264 [05:57<00:45,  1.52s/it, loss=0.526, mat=0.003, sens=0.748, deg=0.00
Ep 100/100 [S4:finetune]:  89%|▉| 235/264 [05:57<00:43,  1.52s/it, loss=0.526, mat=0.003, sens=0.748, deg=0.00
Ep 100/100 [S4:finetune]:  89%|▉| 235/264 [05:59<00:43,  1.52s/it, loss=0.530, mat=0.003, sens=0.756, deg=0.00
Ep 100/100 [S4:finetune]:  89%|▉| 236/264 [05:59<00:42,  1.52s/it, loss=0.530, mat=0.003, sens=0.756, deg=0.00
Ep 100/100 [S4:finetune]:  89%|▉| 236/264 [06:00<00:42,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  90%|▉| 237/264 [06:00<00:40,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  90%|▉| 237/264 [06:02<00:40,  1.52s/it, loss=0.556, mat=0.003, sens=0.793, deg=0.00
Ep 100/100 [S4:finetune]:  90%|▉| 238/264 [06:02<00:39,  1.52s/it, loss=0.556, mat=0.003, sens=0.793, deg=0.00
Ep 100/100 [S4:finetune]:  90%|▉| 238/264 [06:03<00:39,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  91%|▉| 239/264 [06:03<00:37,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  91%|▉| 239/264 [06:05<00:37,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  91%|▉| 240/264 [06:05<00:36,  1.54s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  91%|▉| 240/264 [06:07<00:36,  1.54s/it, loss=0.529, mat=0.004, sens=0.754, deg=0.00
Ep 100/100 [S4:finetune]:  91%|▉| 241/264 [06:07<00:35,  1.53s/it, loss=0.529, mat=0.004, sens=0.754, deg=0.00
Ep 100/100 [S4:finetune]:  91%|▉| 241/264 [06:08<00:35,  1.53s/it, loss=0.583, mat=0.003, sens=0.832, deg=0.00
Ep 100/100 [S4:finetune]:  92%|▉| 242/264 [06:08<00:33,  1.53s/it, loss=0.583, mat=0.003, sens=0.832, deg=0.00
Ep 100/100 [S4:finetune]:  92%|▉| 242/264 [06:10<00:33,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  92%|▉| 243/264 [06:10<00:31,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  92%|▉| 243/264 [06:11<00:31,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  92%|▉| 244/264 [06:11<00:30,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  92%|▉| 244/264 [06:13<00:30,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  93%|▉| 245/264 [06:13<00:28,  1.52s/it, loss=0.002, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  93%|▉| 245/264 [06:14<00:28,  1.52s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  93%|▉| 246/264 [06:14<00:27,  1.53s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  93%|▉| 246/264 [06:16<00:27,  1.53s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  94%|▉| 247/264 [06:16<00:25,  1.52s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  94%|▉| 247/264 [06:17<00:25,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  94%|▉| 248/264 [06:17<00:24,  1.52s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  94%|▉| 248/264 [06:19<00:24,  1.52s/it, loss=0.531, mat=0.004, sens=0.756, deg=0.00
Ep 100/100 [S4:finetune]:  94%|▉| 249/264 [06:19<00:22,  1.52s/it, loss=0.531, mat=0.004, sens=0.756, deg=0.00
Ep 100/100 [S4:finetune]:  94%|▉| 249/264 [06:20<00:22,  1.52s/it, loss=0.567, mat=0.003, sens=0.809, deg=0.00
Ep 100/100 [S4:finetune]:  95%|▉| 250/264 [06:20<00:21,  1.51s/it, loss=0.567, mat=0.003, sens=0.809, deg=0.00
Ep 100/100 [S4:finetune]:  95%|▉| 250/264 [06:22<00:21,  1.51s/it, loss=0.531, mat=0.003, sens=0.756, deg=0.00
Ep 100/100 [S4:finetune]:  95%|▉| 251/264 [06:22<00:19,  1.51s/it, loss=0.531, mat=0.003, sens=0.756, deg=0.00
Ep 100/100 [S4:finetune]:  95%|▉| 251/264 [06:23<00:19,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 100/100 [S4:finetune]:  95%|▉| 252/264 [06:23<00:18,  1.51s/it, loss=0.561, mat=0.003, sens=0.800, deg=0.00
Ep 100/100 [S4:finetune]:  95%|▉| 252/264 [06:25<00:18,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  96%|▉| 253/264 [06:25<00:16,  1.51s/it, loss=0.001, mat=0.002, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  96%|▉| 253/264 [06:26<00:16,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  96%|▉| 254/264 [06:26<00:15,  1.51s/it, loss=0.001, mat=0.004, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  96%|▉| 254/264 [06:28<00:15,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  97%|▉| 255/264 [06:28<00:13,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  97%|▉| 255/264 [06:29<00:13,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  97%|▉| 256/264 [06:29<00:12,  1.51s/it, loss=0.009, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  97%|▉| 256/264 [06:31<00:12,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  97%|▉| 257/264 [06:31<00:10,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  97%|▉| 257/264 [06:32<00:10,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  98%|▉| 258/264 [06:32<00:09,  1.51s/it, loss=0.001, mat=0.003, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  98%|▉| 258/264 [06:34<00:09,  1.51s/it, loss=0.516, mat=0.003, sens=0.735, deg=0.00
Ep 100/100 [S4:finetune]:  98%|▉| 259/264 [06:34<00:07,  1.54s/it, loss=0.516, mat=0.003, sens=0.735, deg=0.00
Ep 100/100 [S4:finetune]:  98%|▉| 259/264 [06:35<00:07,  1.54s/it, loss=0.499, mat=0.004, sens=0.711, deg=0.00
Ep 100/100 [S4:finetune]:  98%|▉| 260/264 [06:35<00:06,  1.53s/it, loss=0.499, mat=0.004, sens=0.711, deg=0.00
Ep 100/100 [S4:finetune]:  98%|▉| 260/264 [06:37<00:06,  1.53s/it, loss=0.501, mat=0.003, sens=0.713, deg=0.00
Ep 100/100 [S4:finetune]:  99%|▉| 261/264 [06:37<00:04,  1.53s/it, loss=0.501, mat=0.003, sens=0.713, deg=0.00
Ep 100/100 [S4:finetune]:  99%|▉| 261/264 [06:38<00:04,  1.53s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  99%|▉| 262/264 [06:38<00:03,  1.52s/it, loss=0.002, mat=0.005, sens=0.000, deg=0.00
Ep 100/100 [S4:finetune]:  99%|▉| 262/264 [06:40<00:03,  1.52s/it, loss=0.496, mat=0.002, sens=0.708, deg=0.00
Ep 100/100 [S4:finetune]: 100%|▉| 263/264 [06:40<00:01,  1.52s/it, loss=0.496, mat=0.002, sens=0.708, deg=0.00
Ep 100/100 [S4:finetune]: 100%|▉| 263/264 [06:41<00:01,  1.52s/it, loss=0.538, mat=0.004, sens=0.766, deg=0.00
Ep 100/100 [S4:finetune]: 100%|█| 264/264 [06:41<00:00,  1.51s/it, loss=0.538, mat=0.004, sens=0.766, deg=0.00
                                                                                                              
Epoch 100/100 [S4:finetune]  loss=0.3009  mat=0.0032  sens=0.4276  deg=0.0001  orth=0.0006  α=0.3 β=0.7 γ=0.2  402s
Training finished. Checkpoint: /home/aiserver/works/fingerprint/sifq/checkpoints_full/last.pt
Metrics: /home/aiserver/works/fingerprint/sifq/checkpoints_full/metrics.jsonl